Synthesis Strategies for Highly Functional Enzyme-based Conjugates Gabriela C. Perhinschi Problem Report submitted to the Benjamin M. Statler College of Engineering & Mineral Resources at West Virginia University in partial fulfillment of the requirements for the degree of Master of Science in Mechanical Engineering Cerasela Zoica Dinu, Ph.D., Chair Edward Sabolsky, Ph.D., Nianqiang Wu, Ph.D. Department of Mechanical and Aerospace Engineering Morgantown, West Virginia 2016 Keywords: enzyme, activity, stability, functionality, nanosupport ABSTRACT “Greener-based” processes and products can reduce the environmental burden of chemical synthesis and energy production. Such green-based technologies could be based on enzymatic biocatalysis. Enzymes allow for reaction processes to operate under mild conditions with greatly reduced waste generation while increasing yield in selected production scenarios. However, to accomplish the implementation of such enzyme-based technologies, immobilization and recovery of the working enzymes are necessary. This Problem Report highlights the features of enzyme as biological catalysts and provides examples of specific enzyme-based technologies used both for industrial and clinical biocatalysis. Further, the report highlights the means for implementation of enzyme-based immobilization techniques, as well as the advantages of such techniques in terms of enzymebased conjugates recovery, enzyme activity and stability, as well as product ease of separation. Special consideration is given to carbon-based nanomaterials as supports for enzyme immobilization because of their unique, advantageous properties such as high surface area, exceptional conductivities and ease of functionalization. The last part of this report highlights my own work on enzyme-based immobilization onto such materials, specifically discussing the methods being applied, as well as advantages and applications of enzymes and enzymes immobilization techniques on two types of such nanotubes respectively. Fundamental studies of enzyme-based conjugates can lead the means for implementation of enzymatic catalysis for designing efficient and effective processes and materials aimed at meeting the goals of enzymebased technologies for high product recovery, all while producing revenues from otherwise inaccessible sources. Table of Contents Chapter 1 Introduction 1 Chapter 2 Enzymes for Industrial and Commercial Applications 3 2.1. Classification of Enzymes 3 2.2. Properties of Enzymes 5 2.3. Increasing Enzyme Activity and Stability 6 2.4. General Applications of Enzymes 7 Chapter 3 Enzyme Immobilization 10 3.1. Support Binding 11 3.1.1. Physical Adsorption 11 3.1.2. Covalent Bonding 12 3.1.3. Ionic Bonding 12 3.2. Entrapment 13 3.2.1. Occlusion within a Cross Linked Network 13 3.2.2. Microencapsulation 13 3.3. Cross-linking 13 Chapter 4 Carbon Nano-tubes for Enzyme Immobilization 15 4.1. CNT Classification 15 4.2. General Properties of CNT 15 4.3. CNT Production Methods 16 4.4. CNT Functionalization 17 4.5. Enzyme Immobilization on CNT 18 Chapter 5 Investigation of Effects of CNT Immobilization on Enzyme Functionality 20 5.1. Material and Methods 20 5.1.1. Acid Oxidation of CNTs 20 5.1.2 Energy Dispersive X-ray Analysis (EDX) of CNTs 21 5.1.3. Scanning Electron Microscopy (SEM) of CNTs 21 5.1.4. Raman Spectroscopy of CNTs 21 iii 5.1.5. CNTs Solubility Measurement 21 5.1.6. Functionalization of CNT with Enzyme 22 5.1.7. CNTs Length and Morphology Measurement 23 5.1.8. Enzyme Loading 23 5.1.9. Enzyme Activity Assay 24 5.2. Results and Discussion 25 Chapter 6 Conclusions 35 References 36 Appendices iv List of Figures Figure 1. Crystal structure of dithinonite reduced soybean ascorbate peroxidase mutant W14A. Figure 2. Chloroperoxidase f/propionate complex 1A8S. Figure 3. (Reproduced after Campbell et al., Figure 1, ACS Appl. Mater. Interfaces 2014, 6, 5393−5403; [76]). Analysis of functional groups of the carbon-based materials. FTIR and EDX spectra analysis of a) pristine and acid functionalized SWCNTs, b) pristine and acid functionalized MWCNTs. Figure 4. Reproduced after Dong et al., Applied Surface Science 264 (2013) 261– 268, [11]. (a) EDX elemental analysis of pristine SWCNTs; and b) MWCNTs. The inlets show the changes in the contents of O and Fe with the time-controlled acid treatment. Figure 5. Reproduced after Dong et al., Applied Surface Science 264 (2013) 261– 268, [11]. Scanning Electron Microscopy (SEM) images of a) pristine SWCNTs, b) pristine MWCNTs, c) 6 h acids treated SWCNTs, and d) 6 h acids treated MWCNTs; the scale bar is 1 µm. Figure 6. Atomic force microscopy (AFM) of pristine SWCNTs and acid treated for 6 h. Figure 7. General mechanism of protein immobilization onto nanosupports. (a) Carbon nanotube acid treatment. (b) Physical adsorption of enzymes onto nanosupports. (c) Covalent binding of enzymes onto nanosupports. Figure 8. a) Functionalized SWCNTs with SBP; b) Height profile of the enzymeSWCNT conjugates. The line was taken across the highlighted nanotube (in image a) and shows a bead-like morphology of the immobilized enzymes. v Chapter 1 Introduction Enzymes are organic chemical compounds (biological molecules) that act as catalysts for an enormous number of biochemical reactions [1]. Briefly, an enzyme facilitates and accelerates the transformation of an initial chemical compound or structure referred to as the substrate into a final chemical compound referred to as the product without being modified itself in the process or altering the overall reaction balance [2]. Critical processes in living cells and full organisms rely on activating enzymes to sustain adequate rates of reaction to allow for the complexity of the biological system and its functionality. As such, the individual chemical reactions influenced by the enzymes become building blocks of highly complex processes or systems that allow for natural life thus making the enzymes responsible for diverse biological functions from digestion, to antibody generation, and from muscle contraction, to metabolic release of energy, bio-signal transfer, cell activity regulation, and immune response, just to name a few [3]. Any particular enzyme can react with only one or a limited number of different substrates to accelerate their conversion into products. The relationship between enzymes and substrates has been often associated to either a “key-lock” or a “fit-model” interaction and it is being studied and associated with enzyme-substrate model bindings. The two theories assume the different means that the substrate plays in determining the final shape of the enzyme and therefore the substrate binding affinity. The difference between the two theories is based on the flexibility of the enzyme and whether the substrate distorts or not its chemical structure upon binding. However, for both theories, the substrate needs to interact with the active site of the enzyme through opposite charges to cause changes in the electron distribution of its chemical bonds will ultimately lead to product formation. Subsequent release of the product from the active site will allow for the active site regeneration and another enzymatic cycle to start. The high specificity in substrate binding [4] distinguishes enzymes from inorganic catalysts and makes them the preferable alternative for a wide range of industrial and commercial applications since they always “stay on target”, they do not affect other substrates and do not generate side-products or effects. Thus, enzymes are currently being used on a large scale in processing food, leather, textile fibers, and paper pulp; in enhancing detergents and treating 1 waste; and for producing bio-fuel and oil-derived products [5]. In medicine, enzymes are being used for the production and delivery of drugs, for diagnostic, and for treatment of enzyme-related disorder and other diseases [6]. More recently, extensive research efforts have been invested to expand the applicability of enzymes to areas such as biosensing [7], decontamination [8], or tissue engineering [9]. However, in both the more established applications as well as in the newly investigated ones, a major impediment is represented by the enzyme general lack of stability and high sensitivity when exposed to changing environmental factors such as pH or temperature [10]. For instance, once placed in a synthetic environment, the proper functionality of enzymes is only maintained for a limited period of time with their catalytic characteristics degrading rapidly once the narrow ranges of temperature and pH (normally associated and determined by the chemical structure of the enzyme and its overall charge) are exceeded. Further, solubility in water and other solvents may prevent recovery after use in industrial processes. To eliminate or mitigate these problems, enzymes are immobilized on solid supports [11] either through weak physical or chemical bonds, with such methods being expected to preserve enzyme’s catalytic properties while enhancing its stability and robustness. Immobilization strategies thus opened a wide field of study to establish the proper physical and chemical nature of the solid support, the potential interactions between the support and the enzyme, and the potential effects on enzyme functionality within the enzyme-support conjugate that will allow for preserved maximum functionality of the enzyme. In this brief research summary, a description of enzyme and their characteristics, as well as a classification of the most widely used enzymes for industrial and commercial purposes are provided. The general approaches for enzyme immobilization are also outlined. A special consideration is being given to carbon nanotubes (CNT) and their usage as solid supports for enzyme immobilization. Such strategies are outlined in the context of the work studied and personally performed in the lab of Prof. Dinu (involved in my coordination as a graduate student). The effects of different CNTs in conjunction with representative enzymes on conjugate properties and functionality are presented followed by a summary of recommended future strategies and approaches to improve and extend enzyme-based applicability. 2 Chapter 2 Enzymes for Industrial and Commercial Applications 2.1. Classification of Enzymes The International Union of Biochemistry and Molecular Biology has formulated criteria for the classification and the nomenclature of enzymes [12, 13]. Depending on the type of reactions that they could catalyze, enzymes may belong to one of the six large classes known as oxidoreductases, transferases, hydrolases, lyases, isomerases, and ligases. Briefly: • Oxidoreductases catalyze oxidation/reduction reactions in which hydrogen or oxygen atoms or electrons are transferred among molecules (e.g. dehydrogenases, oxidases); • Transferases accelerate the transfer of functional groups (such as a methyl or a phosphate group) among molecules (e.g. transaminase, kinases); • Hydrolases catalyze the hydrolysis or the reaction of substrate with water, resulting in two products (e.g. estrases, lipases, peptidases); • Lyases accelerate the addition or removal of various groups by means other than hydrolysis and oxidation (e.g. decarboxylases, aldolases); • Isomerases catalyze isomerization changes within a single molecule, which consists of an intramolecular re-arrangement of the same atoms and groups (e.g. isomerase, fumarase, mutase); • Ligases join two molecules with covalent bonds typically coupled with adenosinetriphosphate hydrolysis (e.g. glutamine synthetase, cobalt chelatase). By international convention, an enzyme is labeled by a four-digit number following the EC (Enzyme Commission) acronym, which specifies the class and sub-classes that the enzyme belongs to. Two important enzymes will be referred to later in this study. The first one is soybean peroxidase (SBP), with the systematic name phenolic donor: hydrogen-peroxide oxidoreductase and the four-digit label EC 1.11.1.7 [14], presented in Figure 1 [15]. The second is chloroperoxidase (CPO), with the systematic name chloride: hydrogen-peroxide oxidoreductase and the four-digit label EC 1.11.1.10 [14] presented in Figure 2 [16]. 3 Figure 1. Crystal structure of dithinonite reduced soybean ascorbate peroxidase mutant W14A [15]. Alpha helices predominate in the enzyme structure. Structure reproduced from Badyal, S.K., Metcalfe, C.L., Basran, J., Efimov, I., Moody, P.C.E., Raven, E.L. “Iron Oxidation State Modulates Active Site Structure in a Heme Peroxidase”, Biochemistry, 47: 4403. Figure 2. Chloroperoxidase f/propionate complex 1A8S [16]. Both alpha helixes and beta sheets can be identified. Structure reproduced from Hofmann, B., Tolzer, S., Pelletier, I., Altenbuchner, J., van Pee, K.H., Hecht, H.J., “Structural investigation of the cofactor-free chloroperoxidases”, J.Mol.Biol. 279: 889-900. 4 The two enzymes have been selected based on their known chemical composition and properties as well as implementability in a variety of applications. Namely, soybean peroxidase (SBP) is an anionic monomeric glycoprotein with a molecular weight of ~40 kDa that has high thermostability and oxidation potential and was applied in diagnostics [17, 18] and waste-water treatment [19, 20]. Complementary, chloroperoxidase (CPO) is a monomeric enzyme with a molecular weight of ~42 kDa used for chiral organic synthesis [21] and decontamination [22], just to name a few. 2.2. Properties of Enzymes Enzymes are complex biological molecules, typically classified as proteins; they accelerate high-energy reactions by replacing them with sequences of low energy reactions. Enzyme building blocks consist of versatile amino acids joined together to form chainlike macro-molecular structure, i.e. the primary structure. When the primary structure organizes in two dimensions, secondary (beta sheets, alpha helixes or coiled coils conformations) are being formed. The complexity of these proteins and the structural arrangements of their amino acids allows for understanding their catalytic properties. Specifically, structural geometry of these molecules allows the exposure of specific sections of the molecular chain to contact with the substrate. These sections form the so-called active sites to which the substrate may bind if chemical compatibility exists. Therefore, for any enzyme, only a specific substrate (or a limited number of closely similar substrates) will match and be targeted for a catalyzed chemical reaction. The enzyme will be inert to any other substrates. There are several types of enzyme specificity [23]: • Absolute substrate specificity - the enzyme will catalyze only one reaction affecting only one substrate; it may also be stereochemical specific if it only reacts with specific substrate isomers; • Dual specificity - the enzyme may act on one substrate to catalyze two different reactions or act on two substrates for the same type of reaction; 5 • Moderate or group specificity - the enzyme will act only on molecules that have specific functional groups; it is specific not only to the type of bond but also to the molecular structure; • Low or bond specificity - the enzyme will act on a particular type of chemical bond regardless of the rest of the molecular structure. Enzymes are not transformed at the end of the process and, they are not part of the product. Typically they stay unaltered and can be active indefinitely in proper pH and temperature conditions. Combining their specificity and their biodegradable nature makes enzymes the most environmentally friendly alternatives for industrial applications. However, their functionality may degrade significantly, especially if temperature and pH exceed rather narrow optimal ranges. 2.3. Increasing Enzyme Activity and Stability Enzyme applications are currently limited by enzyme’s lack of stability in a wide range of pH and high temperatures. As a consequence, protein engineering is an active area of research and involves attempts to create enzymes with novel properties or modify the existing enzyme to increase their activity and stability as well as life time in a variety of synthetic environments including changing pH, temperatures or solvents [11]. A strategy to improve the enzymatic activity at a higher pH for instance consists of using a water-soluble atom transfer polymerization reaction [24]. Using this strategy, the enzyme chymotrypsin has been modified and the resulting conjugate proved active at a higher pH and temperature then the untreated or pristine enzyme. Another much studied strategy to improve the activity and stability of enzymes is by immobilization on different substrates. Out of all methods of immobilization investigated, three methods proved to be more efficient and are more common: absorption, entrapment, and covalent binding to a support. Research has demonstrated that by modification of biochemical and physical properties of engineered or immobilized enzymes, problems related to stability, activity, and selectivity can be solved [25]. 6 2.4. General Applications of Enzymes There are a variety of enzyme-based applications in both industrial and consumer settings. Such applications do not only aim reducing the footprint of unstable or dangerous byproducts but even further, intend reducing the costs associated with product specificity, selectivity and yield. Such applications are being discussed next. An example of an enzyme widely used in the pharmaceutical industry is tyrisinase. Tyrisinase is a natural enzyme used in producing L-3, 4-dihydroxyphenylalanine or L-DOPA, a chemical substance produced naturally by the human body. L-DOPA outside the human body permits could be used for treating Parkinson disease. The tyrosinase also produces melanin, a pigment with numerous applications not only in the pharmaceutical industry but also in cosmetic industries, and food industries [26]. Lipase is known for its capability of removing fatty residues and cleaning of the clogged drains that made the enzyme suitable to be added to detergents. The cleaning power of lipasebased detergents increases markedly however other enzymes, such as proteases, amylases, cellulases and lipases are also currently being added to the detergents to improve their efficiency [27]. Using the detergents with incorporated enzymes results into a more economical wash, at a lower temperature and thus a shorter processing time. Incorporating and using enzymes in the paper industry started back more effectively in 1986. Cellulase, ylanase, laccase and lipase are the most important enzymes used in the pulp and paper processes. The key role and objectives of xylanases have been in the boosting of the bleaching processes. Beside xylanases, accases have been primarily used in pulp production. The fiber modification has been obtained by using cellulases and lipase [28]. The role of enzymes in the remediation of polluted environment became a new field of research in the recent years. Specific enzymatic classes are studied for environmental decontamination of different pollutants such as polyphenols, nitriles, polycyclic aromatic hydrocarbons (PAHs), cyanides and heavy metals respectively. Such pollutants have been shown to be harmful for human life as well as for environment. Therefore, the need to remove them in a healthy and economical way has increased with the development of new industries producing more and more of such residues. The use of enzymatic processes has been shown to be preferred 7 due to the fact that they can produce extensive transformations conducting to complete conversion of pollutants into innocuous end products [29]. For instance, textile industry is a big producer of dyestuff as a residue of the chemical processes. The persistent problem of contamination of the water resources is dangerous and has increased as these industries developed and grew. The pollutants such as dyestuffs are very resistant making their elimination from the wastewater difficult by classical methods (e.g., physical or chemical decontamination). The use of natural enzymes would be preferred because they biodegrade and are easy to integrate in the decontamination platform. The class of enzymes studied for use in bioremediation is the oxidoreductase, which exchanges transfer electrons with the pollutant. Further, in the case of oxidoreductases at the end of the reaction the enzyme regenerates itself and can be used again in a new cycle [29]. Gluconases are widely used due to their very high efficiency. Gluconases break down the wheat and convert the carbohydrates into sugars that speed up the reaction of the beer fermentation [30]. Amylases also used in beer brewing, splits starch into dextrins and sugars [31] In dairy industry, enzymes such as protease and chymosin, which are coagulants, are added to milk to hydrolyze the caseins and thus bring the milk into solid form [32]. Other category of enzymes makes the products lactose free without compromising the taste [33]. Enzymes have also been used in the baking industry for decades. The yeast is responsible for fermenting the sugars, transforming them in alcohol and carbon dioxide, resulting in the rise of dough [34]. The main component of the wheat is the starch. Amylases degrade starch and produce small dextrines for the yeast to act on [35]. Enzymes are applied in organic synthesis targeting several areas such as modifying the reaction mechanism of the enzyme to catalyze new reactions, changing substrate specificity, expanding substrate specificity, and improving substrate specificity. These modifications can be obtained by redesigning the enzyme structure, or by mutagenesis methods followed by screening. Both methods of enzyme engineering can be successful and are very useful for improving the utility of enzymes for applied catalysis. [36]. Lastly, the applications of enzymes for the next generation of biosensors extended enzyme incorporation in environmental testing, biowarfare agent detection and clinical testing. Moreover, in the last few years, enzyme-based systems have been proposed for point-of-care testing. Strategies for measuring enzyme activity by an essay have been studied. A paper-based 8 device has been for instance proposed and was shown to be capable of measuring the time for a reference portion of the paper to change color to green relative to an assay region [37]. Such applications are being driven by the need to minimize the costs of health care while reducing the time for diagnosis. 9 Chapter 3 Enzyme Immobilization Enzymes depend on strict conditions to function properly. Once placed in a synthetic environment for industrial/commercial applications for instance, they could exhibit chemical instability and high sensitivity to the encountered external factors. To be able to store and use enzymes for long durations in an efficient and economical manner, they must be processed such that these types of issues are minimized or completely solved. Proposed strategies aim first to extract, isolate/purify the crude enzyme and subsequently attach it to a solid insoluble support either through physical and/or chemical bonding; the enzyme is said to be now immobilized [38-39]. The resulting enzyme-support conjugate is expected to present increased stability, robustness, and resilience, while maintaining or enhancing the catalytic and specificity properties of the enzyme alone. For commercial applications, the immobilized enzymes present additional desirable characteristics, such as: • Easy removal and separation from product such that feedback inhibition is reduced and re-use facilitated; • Easy packing for storage and use over long periods of time; • Increased thermal stability allowing higher operational temperature with additional catalytic effect. A large variety of support materials have been considered [38], including both organic and inorganic materials. For instance: 1. Organic enzyme support materials 1.1. Natural polymers 1.1.1. Polysaccharides (e.g. cellulose, dextrans, agar, agarose, chitin, alginate) 1.1.2. Proteins (e.g. collagen, albumin) 1.1.3. Carbon 1.2. Synthetic polymers 1.2.1. Polystyrene 1.2.2. Other polymers (e.g. polyacrylates, polymethacrylates, polyacrylamides, 10 polyamides,vinyl, allyl-polymers) while, 2. Inorganic enzyme support materials were comprised of: 2.1. Natural minerals (e.g. bentonite, silica, metal oxides) 2.2. Processed materials (e.g. nonporous glass, controlled pore glass, metals, controlled poremetal oxides, ceramics) The current main approaches for enzyme immobilization may be classified in three large categories such as support binding, entrapment, and cross-linking [40]. The description of various alternative methods, their advantages and disadvantages are briefly outlined next. 3.1. Support Binding The support binding approach to enzyme immobilization aims to establish an intimate connection between the enzyme and the support itself, which could be done either through physical or chemical bonds. Depending on the nature of the desired bonds, methods have been developed that rely on physical adsorption, covalent bonding, or ionic bonding respectively (just to name the few most well studied and implemented). 3.1.1. Physical Adsorption Physical absorption is based on weak bonds to be formed between the enzyme and the surface of water-insoluble supports, such as those produced by van der Waals forces, hydrogen bridges, electro-static forces, or hydrophobic interactions [41, 42]. The physical-based method is known to produce reversible or weak types of binding. As such, the enzyme may be located on the external or internal surface of the support, if porous materials are used for instance and could be easily removed under harsher conditions such as sonication or dispersion in different reactions. While external surface binding is easy to perform, it has the disadvantage of potentially exposing the enzyme to microbial attacks or physical abrasion when synthetic applications of enzymes are being consider/envisioned. The internal immobilization, on the other 11 hand, has to face the issue of pore diffusion and enzyme deformability at such interfaces, which could result in enzyme loss of functionality and thus subsequently reduced product yield. In general, physical adsorption, while not preventing enzyme alteration, is simple and inexpensive, does not require complex and expensive reagents, possesses wide applicability, and allows for high enzyme loading. However, practical methods may take long periods of time (static process) and/or the application of mechanical agitation (dynamic process). Further, desorption of the enzyme may occur under temperature and pH variations. In some situations, the active sites of the enzyme may be blocked by the support that the enzyme is being immobilized onto, thus significantly reducing the activity of the conjugate and further, affecting its future implementation. 3.1.2. Covalent Bonding Covalent bonding is the most frequently used method for enzyme immobilization [43]. Relying on strong covalent bonds between enzyme and the support being used, this method produces irreversible binding with limited or inexistent enzyme leakage from the support. The practical production of the conjugate itself is simple, may be performed under mild conditions, and shows wide applicability. However, the method exposes the enzyme to possible chemical modification and only low ratios of enzyme versus matrix may typically be achieved. Further, one of the main disadvantages of such technique is that once the catalytic performance of the enzyme decays, the matrix cannot be re-used since the bonds being formed cannot easily be broken through physical means. 3.1.3. Ionic Bonding Ionic bonding relies on compatible ion-exchanging capabilities of the enzyme and support [44]. The method is typically simple and expected to produce reversible binding; however, it is usually difficult to find adequate compatibility between enzyme and support such that the enzyme remains strongly bound without possibly reducing its catalytic performance. Incompatibility between a highly charged support and the substrates or products may also occur, which can further significantly affect enzyme properties. 12 3.2. Entrapment In entrapment [45], the enzyme molecules are not directly attached to the support surface but rather trapped inside it. The support may typically consist of a polymeric network or support microcapsules and allows the substrate and products to pass through, while retaining the enzyme. 3.2.1. Occlusion within a Cross Linked Network Occlusion within a cross-linked network uses as a support matrix a gel [46] or a fiber [47] entrapping. Entrapment may be performed by mixing the enzyme into a monomer solution, followed by polymerization of that particular solution that could usually be initiated by a change in temperature or by a chemical reaction. While the method ensures good preservation of catalytic properties after immobilization, it is limited by the possible occurrence of enzyme leakage and by the amount of mass that can be transferred throughout the network itself. This may also prevent the substrate from penetrating deep inside the network thus limiting the amount of the product being generated, i.e. the product yield. 3.2.2. Microencapsulation Microencapsulation relies on the formation of small spherical capsules out of support material in which the enzyme is included as a liquid or a suspension [48]. The polymeric membrane of the capsules is selectively permeable allowing the transfer of substrate and product while keeping the catalyst inside. With this approach, loss of enzyme reactivity is minimized. However, the method is limited by the amount of mass that can be transferred through the membranes of the microcapsules. This may also hinder the circulation of substrate and product respectively. 3.3. Cross-linking This method is based on the covalent bonding of enzyme molecules in the presence of functional reagents [49, 50]. Very often, this process is achieved in the absence of any support. 13 Due to the nature of the covalent bonds, reduced enzyme desorption or leakage is recorded. The operational stability is very high, even under demanding conditions. However, chemical modifications of the enzyme surface, in particular the active sites, may occur and the diffusion rates of both the substrate and the product may be negatively affected. The cross-linking agent must be carefully selected such that the structural and functional properties of the enzyme during the process of immobilization are preserved. This requirement typically leads to complex reaction conditions and scenarios and the use of toxic reagents. 14 Chapter 4 Carbon Nanotubes for Enzyme Immobilization Nanomaterials [51] have been investigated as support of choice for enzyme immobilization primarily due to their promising capability to ensure high aspect ratios - relative to their mass or volume - for contact area, enzyme mass adsorption, and effective enzyme loading [52]. Among the various types of nanomaterials, such as nanoparticles, nanofibers, and nanotubes, carbon nanotubes (CNT) have received substantial attention [53] because they are not difficult or expensive to produce, they possess desirable mechanical, electrical, and thermal properties which could subsequently lead to high biocompatibility with respect to wide classes of enzymes [53]. CNTs are produced by various approaches out of graphitic sheets that are rolled up into small cylinders with lengths in the range of micrometers and diameters in the range of nanometers, with typical length-to-diameter ratio larger than 1 million. 4.1. CNT Classification CNT are typically classified as multi-walled (MWCNT) and single-walled (SWCNT). These graphite tubules have been discovered in the early 90’s [54, 55], and have ever since been investigated as alternative support materials for enzyme immobilization. While both types share the cylindrical shape, MWCNT contain at least two layers with outer diameters between 3 and 100 nm, while the SWCNT present one single layer with smaller diameters, usually between 1 and 2 nm. Because the carbon atoms form hexagonal rings on plane sheets, depending on the direction about which the sheets are rolled up to form the cylinders, CNT can also be classified as armchair, zigzag, or chiral CNT [56] which are known to determine their physical and chemical functionality. 4.2. General Properties of the CNTs The covalent bonds between carbon atoms and the catenation property are responsible for the specific mechanical properties of the CNTs [57]. In particular, CNTs may reach densities of around 1.3g/cm3, which represents 1/6 that of steel, while their stiffness in terms of Young’s 15 modulus may be 5 times higher [58]. The highest measured tensile strength at CNT breaking is recorded at 50 times larger than that of steel [57]. The thermal conductivity of CNT may typically be very high in the axial direction, but very low in the lateral direction. Depending on their structure, CNTs can also exhibit a very wide range of electrical properties. They can be excellent conductors, with an electrical conductivity that is hundreds of times higher than that of copper, they can be insulators, or semiconductors [58]. It is the direction of the graphene sheet rolling with respect to the hexagonal lattice and the diameter of the tube that are responsible for impairing such electrical properties. Groups of armchair SWCNT have been demonstrated to exhibit metallic/conductive electrical characteristics, while groups of zigzag and chiral SWCNT have been demonstrated to exhibit semiconductor properties [59]. These properties may be varied through variations of the structural and diameter characteristics. Generally, CNT present good chemical and environmental stability but at the same time they are versatile enough to be biocompatible with wide classes of enzymes and form bonds to other chemical compounds in synergistic compounds that could enhance their properties as well as the one of the enzymes in the enzyme-CNT conjugate [60]. 4.3. CNT Production Methods A high-quality production process aims at producing CNT that are free from both structural and chemical defects, especially the ones located along their tubular axis. While numerous methodologies have been investigated and significant progress has been made, CNT synthesis still faces the following major challenges [58]: 1) low-cost mass production; 2) strict control and guarantees of final product consistent properties; 3) adequate location and orientation of CNTs on substrate materials; 4) understand and control of the CNT growth mechanisms. To produce CNTs, three main elements are necessary: a source of carbon, a catalyst, and a sufficient amount of energy [61]. Typically, carbon atoms or groups of atoms are obtained from a source through energy injection; then carbon particles are recombined in the presence of a catalyst to generate the CNT of a specific structure and size. The most widely used methods for CNT generation are: arc discharge, laser ablation, chemical vapor deposition, flame synthesis, and ball milling. Specific details about these methods are included below: 16 The arc discharge method [62] relies on the vaporization of a carbon electrode and carbon deposit on a second one due to a high temperature discharge between the two electrodes in an enclosure filled with inert gas at low pressure or liquid nitrogen. This is the most common and easiest way to produce CNTs; however, it requires subsequent purification. The laser ablation method [63] uses a laser instead of an electrical arc to produce the large temperatures necessary for inducing the carbon atoms re-organization into CNTs. The chemical vapor deposition method [64] consists of the decomposition of volatile carbon compounds in the presence of metallic catalysts at high temperature. Methane, carbon monoxide, hydrocarbons, and alcohols have been the most frequently used sources of carbon. A variety of approaches have been investigated to enhance the process through the use of plasma, lasers, and combined action of catalysts and supports [58]. The flame synthesis method consists of inducing the formation of CNT in premixed flames [65]. The approach appears to allow for the production of large quantities of CNT at low costs. The ball milling method [66] generates CNT through a combined mechanical and thermal process from elemental graphite powders. Milling the powder is assumed to produce nanotube nuclei that grow during the subsequent annealing process. Many of these CNT generation methods require some type of product “purification” which generally consists of separation of nanotubes from the added catalysts, process byproducts or contaminants. The largely used techniques used for CNT purification include oxidation, acid treatment, annealing, sonication, and filtering. 4.4. CNT Functionalization As previously mentioned, the diverse properties of the CNTs have made them attractive for a variety of applications. However, their versatility and implementation in such applications requires application-dependent specificity, in other words, the functionality of the CNT must be tuned, enhanced, or extended to support a particular requirement. Examples of techniques to be applied include modifications of CNT solubility, proper dispersion, unbundling, selective chemical reactivity, enhancement of mechanical and electrical properties, or biocompatibility with specific enzymes. 17 CNT functionalization methods [67] are classified into chemical (or covalent) and physical (or non-covalent) methods. They may affect specific areas of the nanotubes such as the interior or exterior of the walls or the open ends. Covalent functionalization forms covalent bonds between the carbon atoms of the CNT and the functional entities involved in the process. They are likely to result in a functionalized CNT whose physical properties may be significantly different than the original or pristine tubes. In some instances, this may produce undesirable effects and thus a non-covalent method may be preferable in order to maintain their structure of unaffected or unchanged. Due to the high potential for applications in the bio-medical field, bio-functionalization of CNTs is currently investigated quite extensively [66]. DNA, proteins, polypeptides, carbohydrates, and others have been used to prepare biocompatible CNT. The functionalization of CNTs, when used in CNT-enzyme conjugates may still affect the catalytic properties of the enzyme [68, 69]. 4.5. Enzyme Immobilization onto CNT Once attached to a solid support, enzymes were shown to typically exhibit higher physical stability and reusability, however changes in their catalytic properties usually gated towards reduced functionality have also been observed. Generally, the ideal support for enzyme immobilization should have the capability to immobilize large amounts of enzyme while ensuring their optimal functionality. The support should also be chemically stable (i.e., not degrade or deteriorate) and should not negatively affect the catalytic properties of the enzyme (i.e., not interact with the enzyme to change or modify its chemical structure and thus its functionality). Lastly, the support should be inert to microbial contamination such that the immobilized enzyme remains unaltered and active for longer periods of time [70]. CNTs can fit such support-profile-based requirements through their large contact surfaceto-volume ratio and physico-chemical properties as highlighted in the previous sections. However, CNT characteristics and their influences on the enzyme functionality and stability are still to be investigated. Different methods using CNT as support for enzyme immobilization have been tested. For instance, successful reports of enzyme immobilization on CNTs include direct 18 physical absorption [71], absorption on CNTs functionalized with polymers [72], direct covalent binding [73], covalent binding with linking molecules [74], and entrapment [75]. 19 Chapter 5 Enzyme Functionality if a Function of the Enzyme-Nanotube Interface Note: All the results and discussion presented next are part of the research I was involved with in Dr. Dinu’s lab at West Virginia University. These results have been published (please see references [11, 76], with the two articules being included in the Appendix). I was also included as an author on these two articles for my direct contribution. This part of the lab work presented next aimed at understanding the effects of the CNT onto enzyme characteristics (such as activity and functionality); such effects were investigated upon enzyme immobilization onto both single wall and multi wall carbon nanotubes (SW and MWCNTs respectively). Concrete examples of the immobilization techniques being used are provided. Aspects related to the conditions that need to be chosen in order to preserve enzyme functionality at the CNT interface are also being discussed, especially in the context of two different model enzyme and two different types of supports, i.e., enzyme and supports with different physical and chemical characteristics. 5.1. Material and Methods 5.1.1. Acid Oxidation of CNTs Commercial SWCNTs (85% purity, Unidym Inc.) and MWCNTs (95% purity, Nanolab Inc.,) were incubated in a concentrated sulfuric (96.4%, Fisher, USA) and nitric acid (69.5%, Fisher, USA) mixture in a ratio of 3:1 (V/V). The CNTs/acids mixture was subsequently sonicated in an ice bath (Branson 2510, Fisher, USA) for 3 or 6 h, at a constant temperature of 23°C. When the required time elapsed, CNTs/acids mixture was diluted with deionized (di) water and filtered through a GTTP 0.2 µm polycarbonate filter membrane (Fisher, USA). Several cycles of resuspension in di water were employed to remove acidic residues or catalysts. The CNTs were isolated on the filter, subsequently dried in a vacuum desiccator and stored at room temperature for further use. 20 5.1.2 Energy Dispersive X-ray Analysis (EDX) of CNTs Energy dispersive X-ray analysis (EDX) was used for quantitative elemental analysis of pristine and acid oxidized CNTs. For such analysis, samples (1 mg/ml in di water) were deposited on silica wafers and dried under vacuum. The experiments were performed on a Hitachi S-4700 Field Emission Scanning Electron Microscope (USA) with a S-4700 detector combining secondary (SE) and backscattered (BSE) electron detection (all in a single unit), operating at 20 kV. Results are presented as a percent of elements relative to the most dominant element. 5.1.3. Scanning Electron Microscopy (SEM) of CNTs Samples (1 mg/ml in di water of both pristine and acid treated CNTs) were dried on silica wafers under vacuum and imaged using a Hitachi S-4700 Field Emission Scanning Electron Microscope (USA) with a field emission gun at 10 kV. 5.1.4. Raman Spectroscopy of CNTs Raman spectroscopy was performed on a Renishaw InVia Raman Spectrometer, CL532100, 100 mW, USA and allowed determination of the chemical structure and any modifications resulted from the acids oxidation of both pristine and acids treated CNTs. Briefly, CNTs were deposited on glass slides (Fisher, USA) were excited through a 20 X microscope objective using an Argon ion (Ar+) laser beam with a spot size of < 0.01 mm2 operating at 514.5 nm. Detailed scans were taken in the 100 to 3200 cm-1 range; low laser energy (i.e., < 0.5 mV) and exposure time of 10 sec were used to prevent unexpected heating effects. 5.1.5. CNTs Solubility Measurement The solubility of CNTs (pristine and acids oxidized CNTs) was evaluated in both di water (pH 6.25) and Phosphate Saline Buffer (PBS, pH 7, 100 mM ionic strength). Briefly, CNTs were diluted in the solvent of interest to yield to a 3 mg/ml solution. The suspension was then 21 centrifuged at 3000 rpm for 5 min; subsequently, part of the supernatant (0.8 mL) was removed and filtered through a 0.2 µm GTTP filter membrane. The filter membrane was then dried under vacuum and the amount of CNTs was weighted. The solubility of the CNTs was calculated based on the volume used for suspension and the initial starting amount. 5.1.6. Functionalization of CNT with Enzyme • Enzyme Immobilization by Physical Adsorption One mg/mL enzyme, soybean peroxidase (SBP, Bioresearch, USA) or 0.5 mg/mL chloroperoxidase (CPO, Bioresearch, USA) solution was prepared in phosphate-buffered saline (PBS, 100mM, pH7, Sigma Aldrich) for SBP and citric acid buffer (CAB 50mM, pH 4.8, Sigma Aldrich) for CPO. For physical binding 2 mg of 3 or 6 h acid treated SW or MWCNTs were first dispersed in 2 mL of the enzyme solution prepared as previously described. The mixture was incubated with shaking at 200 rpm for 2 h at room temperature. The immobilized enzyme was recovered by filtration on the GTTP 0.2 µm polycarbonate filter membrane. The supernatant was isolated; subsequently, the conjugates on the filter were washed at least six times (1 mL for each wash) to remove loosely bound enzyme. The supernatant and the first two washes were kept and used to determine the concentration of the enzyme. The supernatant and the first two washes were kept and used to determine the concentration of the enzyme being washed out. • Enzyme Immobilization by Covalent Bonding SBP or CPO were covalently attached to 3 or 6 h acid treated SW or MWCNTs using 1ethyl-3-[3-dimethylaminopropyl] carbodiimide hydrochloride (EDC; Acros Organics, USA) and N-hydroxysuccinimide (NHS, Pierce, USA) [32]. Briefly, 2 mg CNTs (SW and MWCNTs) were dispersed in 160 mM EDC and 80 mM NHS (total volume of 2 mL in MES (2-(N-morpholino) ethane sulfonic acid sodium salt, 50 mM, pH 4.7, Sigma, USA) for 15 min at room temperature with shaking at 200 rpm. The activated SWCNTs and MWCNTs were next filtered through the 22 0.2 µm GTTP filter membrane, washed thoroughly with the appropriate buffer to remove any ester residues, immediately dispersed in 2 mL of 1 mg/mL SBP solution in PBS (100 mM, pH 7.0) or 0.5mg/mL CPO in CAB and incubated for 3 h at room temperature with shaking at 200 rpm. The resulting SBP/CPO-SW or MWCNT conjugates were filtered and washed extensively with the correspondent buffer at least 6 times to remove any unbound enzyme. The supernatants and two washes were collected to quantify enzyme loading. 5.1.7. CNTs Length and Morphology Assessment An atomic force microscope (AFM, Asylum Research, USA) was used to evaluate the length of pristine and acids treated CNTs. For this, the Si tip (Asylum Research, 50-90 KHz AC240TS, USA) helped perform tapping mode in air. CNTs samples (i.e., pristine, 3 or 6 h acids treated SW and MWCNTs) were dispersed in di water (to yield solutions of 0.1 mg/ml concentration), deposited on mica surfaces (9.5 mm diameter, 0.15- 0.21 mm thickness, Electron Microscopy Sciences, USA) and allowed to dry overnight under vacuum. Scan images of 10, 5 or 1 (µm x µm) areas were acquired. For each sample, at least 30 individual CNTs were counted and measured to obtain average length distribution. Sample morphology upon enzyme immobilization was also investigated; briefly, 0.1 mg/ml concentration of solutions containing enzyme-CNTs conjugates (both SW and MWCNTs) have been deposited on the mica surfaces and allowed to dry overnight under vacuum. Scan images of 10, 5 or 1 (µm x µm) areas were acquired to evaluate enzyme binding to the CNTs. Height distribution measurements have also been collected to demonstrate enzyme attachment onto the nanosupport being studied. 5.1.8. Enzyme Loading The amount of SBP/CPO attached to SWCNTs and MWCNTs (i.e., SBP or CPO loading) was determined using standard BCA assay kit (Pierce, USA) and subtracting the amount of enzyme washed out in the supernatant and the first two washes from the initial amount of enzymes added to the CNTs, during immobilization process. Briefly, the working reagent (1000 μL) was prepared by mixing 50 parts of reagent A with 1 part of reagent B (the reagents are 23 provided with the kit). The mixture of reagents A and B was further added to 50 μL solutions of enzymes containing samples (i.e. the samples isolated in the form of the supernatant and washes respectively). The resulting solutions were incubated at 37oC for 30 min. Absorbance at 562 nm was determined on a spectrophotometer (Fisher, USA). Control calibration curves were prepared by serial dilutions of the enzyme (free in solution) into the working reagent. 5.1.9. Enzyme Activity Assay Enzyme retained specific activity was determined using colorimetric reactions monitored on a UV-Vis spectrophotometer (Thermo Scientific EVO300). The specific activity was calculated by comparing the activity of immobilized enzyme to the activity of free enzyme in solution when enzymes where used at the same amount. Specifically, the activity of SBP was determined by monitoring the oxidation of (2,2’-Azinobis[3-ethylbenzothiazoline-6-sulfonic acid]) (ABTS, Sigma Aldrich) by SBP in the presence of H2O2 (Sigma Aldrich) at 412 nm. Briefly, 20 µL of the SBP solution to be tested (free or immobilized) was added to 650 µL of 0.25 mg/mL ABTS and mixed in a plastic cuvette. Next, 20 µL of 6.5 mM H2O2 was added to initiate the reaction and the cuvette was immediately placed in the spectrophotometer; the rate of absorbance change was monitored for 2 min. The initial reaction rate was calculated from the time-course slope and reported in µM µg-1 s-1. The activity of CPO was determined by monitoring the conversion of 2-chloro-5,5dimethyl-1,3-cyclohexanedione (monochlorodimedon, Alfa Aesar) to dichlorodimedon by CPO in the presence of Cl- and H2O2 at 278 nm. Briefly, 500 µL of CAB, 440 µL of 227.27 mM NaCl (ACROS), 20 µL of 5 mM monochlorodimedon, and 20 µL of the CPO sample to be tested were first mixed in a quartz cuvette. Then, 20 µL of 50 mM H2O2 was added to initiate the reaction and the cuvette was immediately placed in the spectrophotometer and rate of absorbance change monitored for 2 min. The initial reaction rate was calculated from the time-course slope and reported in M µg-1 s-1. The activity of the immobilized enzyme is reported as specific activity relative to free enzyme activity. The activity of the free enzyme was determined using an equivalent amount of free enzyme (based on loading data) and the protocol provided above. 24 5.2. Results and Discussion Using liquid phase oxidation in strong sulfuric and nitric acids mixture, both SWCNTs and MWCNTs functionalization is reported. Sonication at room temperature is known to attack the graphene sheets on the C-C bands, introducing defects and oxidizing the CNT at their defect sites thus resulting in shorter nanotubes and O-related functional groups used subsequently to immobilize two model enzymes, namely soybean peroxidase (SBP) and chloroperoxidase (CPO). Alan S. Campbell, Chenbo Dong, Fanke Meng, Jeremy Hardinger, Gabriela Perhinschi, Nianqiang (Nick) Wu, and Cerasela Zoica Dinu investigated the effects of acids treatment onto the structure and morphology of the CNTs. They confirmed the presence of the O-related functionalities, as well as the removal of catalysts upon the employment of such acid treatment. The results have been reported using well-implemented techniques namely using scanning electron microscopy (SEM), atomic force microscopy (AFM), energy dispersive X-ray analysis (EDX) and Fourier transform infrared spectroscopy (FTIR). Selected results as reported by Campbell et al., are shown in Figure 3 [76]. Specifically, FTIR confirmed the insertion of O-related functionalities onto both SW and MWCNTs (Figure 4a, and b respectively). The observed 3450 cm-1 peak was assigned to the hydroxyl moiety while the ~2900 cm-1 peak was assigned to the stretching modes of the C-H groups. The 1750 cm-1 band corresponded to the C=O bond in the carbonyl and carboxylic moiety while the bands at 1550~1660 cm-1 were associated with the carbon-carbon bonds. Lastly the bands in the range of 1300-950 cm-1 were characteristic to the carbon-oxygen bond formation, thus further confirming the presence of large amounts of hydrated surface oxides and O-related functionalization upon the investigated acid-based treatment functionalization. Further, a selected example of the chemical composition of pristine and acid treated CNTs as investigated using EDX is shown in Figure 4 (reproduced after Dong et al., Applied Surface Science 264 (2013) 261– 268, [11]). Results are plotted of X-ray counts vs. energy (in KeV). The results revealed a high contents of carbon (C), oxygen (O) and iron (Fe) as metal catalysts in both SW and MWCNTs. The presence of other elements such as Al, Si, Cl, S was also detected, however such elements appeared in much lower amounts. Analysis showed that the Fe content was generaly higher in the SWCNT sample when compared to the MWCNT one, 25 this being due to the fact that the purity of pristine (as purchased) SWCNTs was 85% compared with 95% of the MWCNTs (both values were provided by the manufacturer). Figure 3. (Reproduced after Campbell et al., Figure 1, ACS Appl. Mater. Interfaces 2014, 6, 5393−5403; [76]). Analysis of functional groups of the carbon-based materials. FTIR and EDX spectra analysis of a) pristine and acid functionalized SWCNTs, b) pristine and acid functionalized MWCNTs. 26 a) b) Figure 4. Reproduced after Dong et al., Applied Surface Science 264 (2013) 261– 268, [11]. (a) EDX elemental analysis of pristine SWCNTs; and b) MWCNTs. The inlets show the changes in the contents of O and Fe with the time-controlled acid treatment. As it can be seen in the inlets in Figure 4 reproduced after after Dong et al., Applied Surface Science 264 (2013) 261– 268, [11], the Fe content decreased with the acid treatment time for both SW and MWCNT samples, thus demonstrating the efficient removal of the metal catalyst, and further confirming free O-related functional groups formation. Analysis also 27 showed that the removal of Fe was higher for the SWCNT sample relative to the MWCNT one, presumably due to its lower purity (as stipulated in the Materials and Methods section and based on the manufacturer characteristics provided to our lab). The O content increased with the acid treatment time presumably due to more O-related groups being formed at the defect sites after an extended acid incubation period when compared with a shorter incubation time. The decrease of all other elements was due to impurities being removed by acid treatment and the shortening of the nanosupports that is known to be leading to the formation of amorphous carbon. Figure 5. Reproduced after Dong et al., Applied Surface Science 264 (2013) 261– 268, [11]. SEM images of a) pristine SWCNTs, b) pristine MWCNTs, c) 6 h acids treated SWCNTs, d) 6 h acids treated MWCNTs; the scale bar is 1 µm. The typical morphologies of SWCNTs and MWCNTs respectively were investigated by SEM and are shown above. Analysis reprinted after Dong et al., Applied Surface Science 264 28 (2013) 261– 268, [11] did not show any significant morphological changes between the acid treated samples when compared to their pristine counterparts (Figure 5). AFM, in tapping mode allowed morphology and length analysis of both pristine and acid treated CNT samples. The study of Campbell et al. (Campbell et al., Figure 1, ACS Appl. Mater. Interfaces 2014, 6, 5393−5403; [76]) showed that acid treatment reduced SWCNTs length from 760 ± 276 nm to 516 ± 277 nm, while the length of MWCNTs was reduced from 6,049± 2,954 nm to 452 ± 213 nm, both after 6 h of nanotubes incubation in the nitric and sulfuric acids mixture. A representative AFM scan of such sample is shown in Figure 6 (please note that these are analysis performed in parallel to the Campbell et al., Figure 1, ACS Appl. Mater. Interfaces 2014, 6, 5393−5403; [76] and not previously published). Figure 6. AFM pristine SWCNTs acid treated for 6 h. Having established that the acid functionalization influences both the chemical and physical properties of the CNTs, we proceeded to assess whether such functionalization will also 29 influence CNTs biocompatibility. For this purpose, the SBP and CPO were immobilized on SW and MWCNTs respectively, either through physical or covalent binding (Figure 7). Defect Acid functionalization O-related groups (a) SW or Enzyme (b Physical Adsorption EDC/NHS Activation Enzyme-CNT conjugate Ester Functionalized Groups (c) Covalent Binding Enzyme-CNT conjugate Figure 7. General mechanism of protein immobilization onto nanosupports of carbon nanotubes. (a) Carbon nanotube (either SW or MWCNT) under acid treatment. (b) Physical adsorption of enzymes onto nanosupports. (c) Covalent binding of enzymes onto nanosupports using EDC and NHS chemistry as highlighted in the materials and methods. The two model enzymes are heme enzymes and were selected based on their different chemical caracteristics as well as their extended applications in synthetic environment. Specifically, SBP is an anionic monomeric glycoprotein (pI 3.9) with a molecular weight of ~40 kDa known for its unusual thermostability and a high oxidation potential, while CPO is a monomeric enzyme with a molecular weight ~42 kDa known for its catalitic contribution in halogenation reaction, except fluorination. Specific applications of these enzymes were also listed earlier in this report. Morphology analysis of the enzyme-CNTs conjugates were also performed using AFM, with representative images being shown in Figure 8. 30 a) b) Figure 8. a) Functionalized SWCNTs with SBP; b) Height profile of the enzyme-SWCNT conjugates. The line was taken across the highlighted nanotube in image and shows a bead-like morphology in which the beads were immobilized enzymes. 31 The amount and activity of SBP or CPO immobilized through either physical or covalent binding onto the nanosupport were quantified using standard spectroscopic assays (see description in the Materials and Methods section). Both the loading and activity are reported in terms of mean ± standard deviation and the data is averaged over at least 5 samples in order to ensure relevant statistics (Table 1). The specific retained activity of the immobilized SBP varied greatly with the nanosupport being tested. SBP showed the highest activity when immobilized onto MWCNTs using covalent binding (about 28 % retained specific activity relative to free enzyme activity). The highest activity for the physically bound SBP was also observed for the enzyme immobilized onto MWCNTs (about 25 % of the free enzyme); however, the same method of immobilization allowed retention of only about 15 % specific activity onto SWCNTs. Table 1: SBP Loading and Activity Data. Reproduced after Campbell et al., ACS Appl. Mater. Interfaces 2014, 6, 5393−5403; [76]. Nanosupport (Immobilization method) SWCNTs (Physical) SWCNTs (Covalent) MWCNTs (Physical) MWCNTs (Covalent) Loading (mg enzyme / mg nanosupport) Specific Retained Activity (%) 0.19 ± 0.03 14.81 ± 6.77 0.08 ± 0.02 4.38 ± 1.49 0.15 ± 0.05 25.28 ± 4.04 0.24 ± 0.10 28.01 ± 5.01 Campbell et al. complementary studies confirmed that MWCNTs nanosupports provided the optimum nanointerfaces to preserve the selected enzymes catalytic behavior and activities. Specifically, CPO bound to MWCNTs expressed retained specific activities of up to 29%, and 49% for physical adsorption, and covalent binding respectively (Table 2). These activities were 32 approximately 27% and 46% higher for each respective immobilization method when compared to the activity of the same enzyme immobilized onto SWCNTs. Table 2: CPO Loading and Activity Data. Reproduced after Campbell et al., ACS Appl. Mater. Interfaces 2014, 6, 5393−5403; [76]. Nanosupport Loading (Immobilization (mg enzyme / method) mg nanosupport) SWCNTs (Physical) SWCNTs (Covalent) MWCNTs (Physical) MWCNTs (Covalent) Specific Retained Activity (%) 0.09 ± 0.02 1.49 ± 0.16 0.06 ± 0.01 2.06 ± 0.35 0.06 ± 0.01 28.81 ± 9.78 0.08 ± 0.02 48.84 ± 11.56 Based on the statistical analyses provided herein, covalent binding onto MWCNT nanosupports have benefited CPO more than it benefited SBP, when considering both the enzyme loading as well as its activity. This was presumably due to the higher ability of CPO to bind away from its active site and thus lead to less conformational changes of this site even upon enzyme binding to the nanotube [77-78]. Further, even though both enzymes have been considered as models based on their known primary and secondary structures and further, even though both enzymes have been treated similarly in terms of lab conditions being used for the experiments related above, the individual net positive charge of CPO is known to be higher than that of the SBP which will presumably lead to its different ability to bind to the MWCNT structure. Further, at the working pH considered in this study i.e., CAB (pH 4.8) for CPO (pI 4.0) when compared with PBS (pH 7) for SBP (pI 3.9), the SBP is being even more negatively charged. Complementary, previous analyses have showed that enzymes levels of activity also 33 depend on the radius of curvature that the enzyme is being immobilized onto [76]. In particular, Campbell et al. proved that a higher radius of curvature of the nanosuports resulted onto a higher center to center distance between two adjacent immobilized enzymes which was shown to be beneficial for both enzyme loading and activity. Contrary to that, increased protein−protein interactions caused by a less curved surface could result in a more dramatic activity loss over time and in a harsh environment as authors have demonstrated when they considered graphene as an example of a totally flat surface. Lastly, it is known that the electrical behavior of SWCNTs as a result of their structure as one graphene sheet is either semiconductor or metal. In the same time, the MWCNTs having a multi graphene sheet structure, behave as metals if at least one of the sheets is a metal [79]. Due to their difference in charge, the CPO is more compatible with the MWCNTs that exhibited a stronger metallic nature thus limiting deformation of its more rigid active site. The SBP, which have a higher negative charge will be more compatible with the SWCNTs however it will also lead to a larger deformation of its more flexible binding site. 34 Chapter 6 Conclusions Enzyme applications are currently limited by enzyme’s lack of stability in a wide range of pH and high temperatures, therefore intense research has been conducted to overcome such impediments. One area of research is in finding the optimum enzyme immobilization strategy to ensure enzyme functionality for extended time and in harsh environments. As such, studies on immobilization of enzymes on different supports have demonstrated that the support has to exhibit specific properties, such as physical resistance to compression, hydrophilicity, inertness toward enzymes, ease of functionalization, biocompatibility, resistance to microbial attack, and availability at low cost. Further, the enzyme and the support must be compatible such that the enzyme-support conjugate itself exhibits the desirable properties as listed above. The investigation presented in this report defines a methodology that can be extended in order to identify the best parameters and ideal conditions for synthetic applications of biocatalyst-based conjugates. The investigation uses CNTs and proved that they are compatible supports for immobilization of model enzymes thus opening the door for their wide implementation in a variety of applications. From these fundamental studies, means of implementation of enzymatic catalysis through CNTs immobilization could be derived and seen as the next steps in designing efficient and effective processes and materials aimed at meeting the goals of enzyme-based technologies as highlighted in the first chapters of this problem report. In particular, to ensure high enzyme activity and functionality at nanotube interfaces, one needs to control both the nanotube physico-chemical properties as well as consider the structure and individual charge of the enzymatic system to be immobilized. Only manipulation of both interfaces will lead to optimum catalytic efficiencies and further implementation of such enzyme-based conjugates into both consumer and industrial applications. Such enzymatic biocatalysis-based systems for instance, will not only allow for high product recovery since the enzyme is not mixed with the product but rather immobilized, but further, they could have the capability to be utilized to reduce the release of environmentally harmful molecules, while producing revenues from otherwise inaccessible sources. 35 References 1. Berg, Jeremy M., “Biochemistry” 6th Edition. New York, W. H. Freeman and Company, 2007 2. Wikibooks.org, “Biochemistry”, http://en.wikibooks.org/wiki/Biochemistry, accessed on 03/26/2016 3. Suzuki, Haruo, “How enzymes work: from structure to function”, Pan Stanford Publishing,2015,Boca Raton, FL 4. Copeland, Robert A., “Enzymes – A Practical Introduction to Structure, Mechanism, and Data Analysis”, 2nd Edition, Wiley-VCH, Inc., 2001 5. Kirk, Ole, Vedel Borchert, Torben, Crone Fuglsang, Claus, Industrial enzyme applications”, Current Opinion in Biotechnology, vol. 13, iss. 4, pp345-351, August 2002 6. Hemalatha, T., UmaMaheswari, T., Krithiga, G., Sankaranarayanan, P., Puvanakrishnan, R., “Enzymes in clinical medicine: An overview”, Indian Journal of Experimental Biology, Vol. 51, pp. 777-788, October 2013 7. Audrey Sassolas, Loïc J. Blum, Béatrice D. Leca-Bouvie “Immobilization strategies to develop enzymatic biosensors” Biotechnology Advances, Volume 30, Issue 3, May– June 2012, Pages 489–511 8. Farzaneh Naghibia, Fereshteh Pourmorad, Soheila Honary, Maryam Shamsi ”Decontamination of Water Polluted with Phenol Using Raphanus sativus Root”, Iranian Journal of Pharmaceutical Research February 2003 9. Liliana S. Moreira Teixeira, Jan Feijen, Clemens A. van Blitterswijk, Pieter J. Dijkstra, Marcel Karperien, “Enzyme-catalyzed crosslinkable hydrogels: Emerging strategies for tissue engineering” BiomaterialsVolume 33, Issue 5, February 2012, Pages 1281–1290 10. Juan Jaspe, Stephen J. Hagen “Do Protein Molecules Unfold in a Simple Shear Flow?”, Science Direct, November 2016 11. Chenbo Dong, Alan S. Campell, Reem Eldawud, Gabriela Perhinschi, Yon Rojanasakul, Cerasela Zoica Dinu “Efects of acid treatment on structure, properties and biocompatibility of carbon nanotubes” Applied Surface Science Volume 264, 1 January 2013, Pages 261–268 36 12. Webb, E.C.,“ Enzyme nomenclature 1992: recommendations of the Nomenclature Committee of the International Union of Biochemistry and Molecular Biology on the nomenclature and classification of enzymes”, Published for the International Union of Biochemistry and Molecular Biology by Academic Press, San Diego, 1992 13. McDonald, Andrew G, Boyce, Sinead, Tipton, Keith F., “Enzyme Classification and Nomenclature”, In: eLS. John Wiley & Sons Ltd, Chichester. http://www.els.net [doi: 10.1002/9780470015902.a0000710.pub3], Apr 2015 14. Moss, G. P., “Recommendations on Biochemical & Organic Nomenclature, Symbols & Terminology”, School of Biological and Chemical Sciences, Queen Mary, University of London,Mile End Road, London, E1 4NS, UK, http://www.chem.qmul.ac.uk/iubmb/, accessed 03/27/2016 15. Badyal, S.K., Metcalfe, C.L., Basran, J., Efimov, I., Moody, P.C.E., Raven, E.L. “Iron Oxidation State Modulates Active Site Structure in a Heme Peroxidase”, Biochemistry, 47: 4403, doi 10.1021/bi702337n, 2008 16. Hofmann, B., Tolzer, S., Pelletier, I., Altenbuchner, J., van Pee, K.H., Hecht, H.J., “Structural investigation of the cofactor-free chloroperoxidases”, J.Mol.Biol. 279: 889-900, doi10.1006/jmbi.1998.1802, 1998 17.Barry Ryan, Ciaran.Fagan, Neil Carolan “Horseradish and Soybean Peroxidases: Comparable Tools for Alternative Niches?”, Dublin Institute of Technology, 2006 18.Victoria Hung, Namrata D Udeshi, Stephanie S Lam, Ken H Loh, Kurt J Cox, Kayvon Pedram, Steven A Carr & Alice Y Ting “Spatially resolved proteomic mapping in living cells with the engineered peroxidase APEX2”, Nature Protocols 2016 19. Steevensz A, Madur S, Feng W, Taylor KE, Bewtra JK, Biswas N.” Crude soybean hull peroxidase treatment of phenol in synthetic and real wastewater: enzyme economy enhanced by Triton X-100.”, Enzyme Microb Technol. 2014 20. Hidalgo A, Lopategi A, Prieto M , Serra JL, Llama MJ “ Formaldehyde removal in synthetic and industrial wastewater by Rhodococcus erythropolis UPV-1” Appl Microbiol Biotechnol 2002 21. Yan Liu, Yali Wang, Yucheng Jiang, Mancheng Hu, Shuni Li, Quanguo Z “Biocatalytic synthesis of C3 chiral building blocks by chloroperoxidase-catalyzed 37 enantioselective halo-hydroxylation and epoxidation in the presence of ionic liquids”, Biotechnology Progress 2015 22. Bjarnason S, Mikler J, Hill I, Tenn C, Garrett M, Caddy N, Sawyer TW “Comparison of selected skin decontaminant products and regimens against VX in domestic swine”, PubMed 2008 23. Hedstrom, Lizbeth, “Enzyme Specificity and Selectivity”, Encyclopedia of Life Sciences, Nature Publishing Group, www.els.net, 2001 24. Hironobu Murata, Chad S. Cummings, Richard R. Koepsel, and Alen J. Russell “Polymer-Based Protein Engineering Can Rationally Tune Enzyme Activity, pH-Dependence, and Stability”, ACS Publications, 2013 25. Raushan Kumar Singh, Manish Kumar Tiwari, Ranjitha Singh, and Jung-Kul Lee “From Protein Engineering to Immobilization: Promising Strategies for the Upgrade of Industrial Enzymes”, Int J Sci, 2013 26. Kamal Uddin Zaidi, Ayesha S. Ali, Sharique A. Ali, and Ishrat Naaz “Microbial Tyrosinases: Promising Enzymes for Pharmaceutical, Food Bioprocessing, and Environmental Industry” Biochemistry Research International, 2014 27. Fariha Hasan, Aamer Ali Shah, Sundus Javed and Abdul Hameed “Enzymes used in detergents: Lipases” African Journal of Biotechnology Vol. 9(31), pp. 4836-4844, 2 August, 2010 28. Demuner1, Nei Pereira Junior, Adelaide M.S. Antunes “Technology Prospecting on Enzymes for the Pulp and Paper Industry”, Journal of Technology Management&Inovation, September 2011 29. M.A. Rao, R. Scelza, R. Scotti and L. Gianfreda “Role of enzymes in the remediation of polluted environment”, J. soil sci. plant nutr. 10 (3): 333- 353 (2010) 30. L. Kyselová, T. Brányik “Quality improvement and fermentation control in beer” Advances in Fermented Foods and Beverages, 2015, Pages 477-500 31. http://www.im-biotech.com/enzymes/starch-sugar/, accessed April 2016 32. Gregory A. Tucker, “Enzymes in Food Processing” - Page 123, L.F.J. Woods 2012 38 33. Koushik Adhikari, , Lauren M. Dooley , Edgar Chambers IV, Natnicha Bhumiratana “Sensory characteristics of commercial lactose-free milks manufactured in the United States”, LWT - Food Science and Technology, Volume 43, Issue 1, January 2010, Pages 113–118 34 Mohammad N. Rezaei, Emmie Dornez, Kevin J. Verstrepen, Christophe M. Courtin “Critical assessment of the formation of hydrogen peroxide in dough by fermenting yeast cells” Food Chemistry, Volume 168, 1 February 2015, Pages 183-189 35. Qian Gen, Qi Wang, Zhen-Ming Chi “Direct conversion of cassava starch into single cell oil by co-cultures of the oleaginous yeast Rhodosporidium toruloidesand immobilized amylases-producing yeast Saccharomycopsis fibuligera”, Energy Volume, February 2014, Pages 522–526 36. Hult K, Berglund P, “Engineered enzymes for improved organic synthesis”, PubMed August 2003 37. Gregory G. Lewis, Jessica S. Robbins, and Scott T. Phillips “Point-of-Care Assay Platform for Quantifying Active Enzymes to Femtomolar Levels Using Measurements of Time as the Readout”, Department of Chemistry, The Pennsylvania State University, University Park, Pennsylvania 16802, United States, Anal. Chem., 2013 38. Brena, Beatriz M., Batista-Viera,Francisco, “Immobilization of Enzymes - A Literature Survey”, Methods in Biotechnology: Immobilization of Enzymes and Cells, Second Edition, Edited by: J. M. Guisan © Humana Press Inc., Totowa, NJ, 200634. Datta, S., Christena, L. R., Rajaram, Y. R. S., “Enzyme immobilization: an overview on techniques and support materials”, 3 Biotech, 3(1), 1–9. http://doi.org/10.1007/s13205-012-0071-7, 2013 39. Zucca, Paolo, Sanjust,Enrico, “Inorganic Materials as Supports for Covalent EnzymeImmobilization: Methods and Mechanisms”, Molecules 2014, 19, 14139-14194; doi:10.3390/molecules190914139 40. Cao, L.,“Immobilized enzymes: past, present and prospects. In:Carrier-bound immobilized enzymes: principles, application anddesign”, Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim, 2006, doi:10.1002/3527607668.ch1 41. Ramsden, J.J., “Puzzles and paradoxes in protein adsorption”, Chem. Soc. Rev., 24, 73–78, 1995 39 42. Rimola, A.; Costa, D.; Sodupe, M.; Lambert, J.-F.; Ugliengo, P., “Silica surface features and their role in the adsorption of biomolecules”, Computational modeling and experiments. Chem. Rev. 113, 4216–4313, 2013 43. Mattiasson, B., Kaul, R., “Determination of coupling yields and handling of labile proteins in immobilization technology”, Protein immobilization. Fundamentals and Applications (Taylor, R. F., ed.), Marcel Dekker, New York, pp. 161–179, 1991 44. Klein, M.P., Scheeren, C.W., Lorenzoni, A.S.G, Dupont, J., Frazzon, Hertz, P.F, “Ionic liquid-cellulose film for enzyme immobilization”, Process Biochem 46:1375–1379, 2011 45. Singh, B.D., “ Biotechnology expanding horizons”, Kalyani, India, 2009 46. Bernfeld, P., Wan, J., “Antigens and enzymes made insoluble by entrapping them into lattices of synthetic polymers. Science 142, 678–679, 1963 47. Wang, Z.G., Wan, L.S., Liu, Z.M., Huang, X.J., Xu, Z.K., “Enzymeimmobilization on electrospun polymer nanofibers: an overview”, J Mol Catal B-Enzym 56:189–195, 2009 48. Koszelewski, D, Mueller, N., Schrittwieser, J.H., Faber, K., Kroutil, W., “Immobilization of x-transaminases by encapsulation in asol–gel/celite matrix”, J Mol Catal BEnzym 63:39–44, 2010 49. Sheldon, R.A, “Characteristic features and biotechnologicalapplications of crosslinked enzyme aggregates (CLEAs)”, ApplMicrobiol Biotechnol 92:467–477, 2011 50. Tran, D.N.; Balkus, K.J., “Perspective of recent progress in immobilization of enzymes”, ACS Catal. 1, 956–968, 2011 51. Rao, C., Müller, A., Cheetham, A., “The Chemistry of Nanomaterials: Synthesis, Properties and Applications”, Wiley-VCH Verlag GmbH & Co. KgaA, Weinheim, 2004 52. Kim, J.B., Grate, J.W., Wang, P, “Nanostructures for enzyme stabilization”, Chem Eng Sci, 61, pp. 1017–1026, 2006 53. Feng, Wei, Ji, Peijun, “Enzymes immobilized on carbon nanotubes“, Biotechnology Advances, Elsevier, Volume 29, Issue 6, Pages 889–895, November–December 2011 54. Iijima, S., “Helical microtubules of graphitic carbon”, Nature, vol. 354, no. 6348, pp. 56–58, 1991 55. Iijima, S., Ichihashi, T., “Single-shell carbon nanotubes of 1-nm diameter”, Nature, vol. 363, no. 6430, pp. 603–605, 1993 40 56. Dresselhaus, M. S., Dresselhaus, G., Jorio, A., “Unusual properties and structure of carbon nanotubes”, Annual Review of Materials Research, vol. 34, pp. 247–278, 2004 57. Yu, M. F., Files, B. S., Arepalli, S., Ruoff, R. S., “Tensile loading of ropes of single wall carbon nanotubes and their mechanical properties”, Physical Review Letters, vol. 84, no. 24, pp. 5552–5555, 2000 58. Saifuddin,N., Raziah, A. Z., Junizah, A. R., “Carbon Nanotubes: A Review on Structure and Their Interaction with Proteins”, Journal of Chemistry Volume 2013, Article ID 676815, 18 pages, http://dx.doi.org/10.1155/2013/676815, 2013 59. Xu, Bo, Yin, Jiang, Liu, Zhiguo, “Phonon Scattering and Electron Transport in Single Wall Carbon Nanotube”, in Physical and Chemical Properties of Carbon Nanotubes, Edited by Satoru Suzuki, ISBN 978-953-51-1002-6, 414 pages, Publisher: InTech. 2013 60. Lin, T., Bajpai V., Ji T., Dai L., “Chemistry of Carbon Nanotubes”, Auswt. J. Chem., 56, pp 635-651, 2003 61. Kotha Rajkumar, Sai Sowjanya P., Anusha P., Reddy, E.R., K. Reddy, R., “Carbon Nanotubes: A Review on Preparation Techniques and Applications in Various Fields”, International Research Journal of Pharmacy, www.irjponline.com ISSN 2230 8407, 4, (2), 2013 62. Journet, C., Maser, W. K., Bernier W., “Large-scale production of opening of aligned carbon nanotubes by the electric-arc technique”, Nature, 388, pp756-58, 1997 63. Munoz E., Maser W. K., Benito A. M., “Single-walled carbon nanotubes produced by cw CO2-laser ablation: study of parameters important their formation”, Applied Physics A, 70, pp145-151, 2000 64 Cassell, A. M., Raymakers, J. A., Kong J., Dai, H., “Large scale CVD synthesis of single-walled carbon nanotubes”, Journal of Physical Chemistry B, vol. 103, no. 31, pp. 6484– 6492, 1999 65. Height M. J., Howard J. B., Tester J. W., Vander Sande, J. B., “Flame synthesis of single-walled carbon nanotubes”, Carbon, Volume 42, Issue 11, Pages 2295–2307, 2004 66. Guler O., Evin E., “Carbon nanotubes formation by short-time ball milling and annealing of graphite”, Optoelectronics and Advanced Materials, Vol. 6, No. 1-2, pp183-187, 2012 67. Meng L., Fu C., Lu Q., “Advanced technology for functionalization of carbon nanotubes“, Progress in Natural Science, Volume 19, Issue 7, pp 801–810, 2009 41 68. Shim M, Kam NWS, Chen RJ, Li Y, Dai H, “Functionalization of carbon nanotubes for biocompatibility and biomolecular recognition”, Nano Letters, 2, pp285–288. doi: 10.1021/nl015692j, 2002 69. Verma ML, Naebe M, Barrow CJ, Puri M., “Enzyme Immobilization on AminoFunctionalized Multi-Walled Carbon Nanotubes: Structural and Bio-catalytic Characterization”, 70. Cang-Rong J. T., Pastorin G., “The influence of carbon nanotubes on enzyme activity and structure: investigation of different immobilization procedures through enzyme kinetics and circular dichroism studies”, Nanotechnology, 20, 25: 255102, 2009 71. Karajanagi S.S., Vertegel A.A., Kane R.S., Dordick J.S., “Structure and function of enzymes adsorbed onto single-walled carbon nanotubes”, Langmuir, 20, pp. 11594–11599, 2004 72. Mu Q., Liu W., Xing Y., Zhou H, et al., “Protein binding by functionalized multiwalled carbon nanotubes is governed by the surface chemistry of both parties and the nanotube diameter”, J Phys Chem, C, 112, pp. 3300–3307, 2008 73. Asuri P, Bale SS, Pangule RC, Shah DA, Kane RS, et al., “Structure, function, and stability of enzymes covalently attached to single-walled carbon nanotubes”, Langmuir 23, pp. 12318–12321. doi: 10.1021/la702091c, 2007 74. Pang H.L., Liu J., Hu D., Zhang X.H., Chen J.H., “Immobilization of laccase onto 1aminopyrene functionalized carbon nanotubes and their electrocatalytic activity for oxygen reduction”, Electrochim Acta, 55, pp. 6611–6616, 2010 75. Ivnitski, D., Artyushkova, K., Rincon, R.A., Atanassov, P., Luckarift H.R., Johnson G.R., “Entrapment of enzymes and carbon nanotubes in biologically synthesized silica: glucose oxidase-catalyzed direct electron transfer”, Small, 4, pp. 357–364, 2008 76. Alan S. Camppell, Chenbo Dong, Fanke Meng, Jeremy Hardinger, Gabriela Perhinschi, Nianquiang Wu and Cerasela Zoica Dinu, “Enzyme Catalytic Efficiency: A Function of Bio-Nano Interface Reactions”, ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 77.Henriksen, A.; Mirza, O.; Indiani, C.; Teilum, K.; Smulevich, G.;Welinder, K. G.; Gajhede, M. “Structure of Soybean Seed Coat Peroxidase: A Plant Peroxidase with Unusual Stability and Haem-Apoprotein Interactions”. Protein Sci. 2001, 10, 108−115. 78. Sundaramoorthy M,Terner J, Poulos TL, “The crystal structure of chloroperoxidase: a heme peroxidase--cytochrome P450 functional hybrid”, Structure, PubMed 1995 42 79. Ionel Stavarache, Ana-Maria Lepadatu, Valentin Serban Teodorescu, Magdalena Lidia Ciurea1, Vladimir Iancu, Mircea Dragoman, George Konstantinidis, Raluca Buiculescu, “Electrical behavior of multi-walled carbon nanotube network embedded in amorphous silicon nitride” Nanoscale Research Letters 2011, 6:88 http://www.nanoscalereslett.com/content/6/1/88 43 Appendices 44 Research Article www.acsami.org Enzyme Catalytic Efficiency: A Function of Bio−Nano Interface Reactions Alan S. Campbell,† Chenbo Dong,† Fanke Meng,‡ Jeremy Hardinger,† Gabriela Perhinschi,† Nianqiang Wu,‡ and Cerasela Zoica Dinu*,† † Department of Chemical Engineering and ‡Department of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, West Virginia 26506, United States S Supporting Information * ABSTRACT: Biocatalyst immobilization onto carbon-based nanosupports has been implemented in a variety of applications ranging from biosensing to biotransformation and from decontamination to energy storage. However, retaining enzyme functionality at carbon-based nanosupports was challenged by the non-specific attachment of the enzyme as well as by the enzyme−enzyme interactions at this interface shown to lead to loss of enzyme activity. Herein, we present a systematic study of the interplay reactions that take place upon immobilization of three pure enzymes namely soybean peroxidase, chloroperoxidase, and glucose oxidase at carbon-based nanosupport interfaces. The immobilization conditions involved both single and multipoint single-type enzyme attachment onto single and multi-walled carbon nanotubes and graphene oxide nanomaterials with properties determined by Fourier transform infrared spectroscopy (FTIR), energy dispersive X-ray analysis (EDX), scanning electron microscopy (SEM), and atomic force microscopy (AFM). Our analysis showed that the different surface properties of the enzymes as determined by their molecular mapping and size work synergistically with the carbon-based nanosupports physico-chemical properties (i.e., surface chemistry, charge and aspect ratios) to influence enzyme catalytic behavior and activity at nanointerfaces. Knowledge gained from these studies can be used to optimize enzyme−nanosupport symbiotic reactions to provide robust enzyme-based systems with optimum functionality to be used for fermentation, biosensors, or biofuel applications. KEYWORDS: enzyme immobilization, bio−nano interface, symbiotic behavior, catalytic tuning ■ INTRODUCTION Enzymes are a naturally occurring class of proteins that possess unique properties including high catalytic activity, selectivity, and specificity. Enzymes are environmentally friendly and produce fewer harsh byproducts than their chemical counterparts.1,2 Because of such properties, enzymes are now key players in various industrial processes from waste treatment3,4 to food processing5 and from biodiesel production6 to the petroleum refining industry.7 More recently, enzyme-based conjugates obtained by immobilization of enzymes onto nanoscale solid supports have shown applicability in biosensing,8,9 drug delivery,10 and decontamination.11,12 In particular, Besteman et al. reported on the use of single-walled carbon nanotubes as supports for immobilization of glucose oxidase for biosensing applications,13 Luckarift et al. examined the use of biomimetic silica supports for butyrylcholinesteras immobilization for flow through reactors,14 and Fernandez-Lafuente et al. showed that coupling immobilization and site-directed mutagenesis can improve biocatalyst or biosensor performance,15 while Dinu et al. reported on immobilization of enzyme perhydrolase S54 V onto carbon nanotubes to be used for generating decontamination platforms.11 © 2014 American Chemical Society In a favorable nanoenvironment, enzyme immobilization was shown to lead to increased enzyme stability and improved specificity1,2,16 and allowed for prolonged enzyme functionality through chemical (e.g., cross-linking)17 and physical treatment (e.g., pH enhancement or lyophilization).18 For instance, immobilization onto carbon-based nanosupports was shown to increase enzyme turnover and to allow for prolonged enzymebased conjugate usage.11,17,19 Nanosupport immobilization studies have also proved that, while the high aspect ratio of the nanosupports allows enzyme-based conjugate retention in solution, multiple usages and ease of conjugate recovery via filtration, the nonspecific binding of the enzyme at the nanointerface can result in enzyme active site deformation (i.e., change in the active site conformation)19 and thus increased enzyme−nanosupport interactions with subsequent reduced enzyme activity.16,19−22 Future developments in enzyme-based applications of enzyme-based-nano conjugates need to account for increased enzyme functionality, high operational stability, Received: June 28, 2013 Accepted: March 25, 2014 Published: March 25, 2014 5393 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article subsequently rediluted in 710 mL of DI water, preheated to 35 °C, and incubated with 30 mL of 30% hydrogen peroxide (H2O2, Sigma Aldrich). Finally, the solution was filtered and washed using DI water at 35 °C until the effluent was clear and the pH was kept constant at 6. The resulting product was dried in a vacuum oven; the obtained brown powder was stored at room temperature for future use. Carbon-Based Material Acids Treatment. Functionalized carbon-based materials (CMATs; SWCNTs, 85% purity, Unidym Inc.; MWCNTs, 95% purity, NanoLab Inc.; or GON) were prepared via acids treatment as previously described.50 Briefly, 100 mg of pristine CMATs were added to a 60 mL mixture of 3:1 (V:V) H2SO4 and nitric acid (HNO3, Fisher Scientific, 69.6%). The mixture was ultrasonicated for 6 h (Branson 2510, Fisher Scientific) at a constant temperature of approximately 23 °C. Next, the solution was diluted in DI water and filtered through a GTTP 0.2 μm polycarbonate membrane (Fisher Scientific). Several cycles of redispersion and filtration in DI water were performed to remove acidic residues or catalysts and impurities. The CMATs isolated on the filter membrane were dried in a vacuum desiccator and stored at room temperature until use. CMATs Characterization. Chemical structure, morphology, and elemental composition of CMATs were investigated using Fourier transform infrared spectroscopy (FTIR), scanning electron microscopy (SEM), and energy-dispersive x-ray spectroscopy (EDX), respectively. For FTIR, 2 mg pellets of samples were collected and analyzed under the transmission mode by using KBr pellet on a Thermo Nicolet Instrument. For SEM and EDX characterizations, samples (1 mg/mL in DI water) were deposited on silica wafers and dried under vacuum. Experiments were performed on a Hitachi S-4700 field emission scanning electron microscope with a S-4700 detector combining secondary (SE) and backscattered (BSE) electron detection (in a single unit). The length of pristine and acids treated SWCNTs and MWCNTs were quantified using atomic force microscopy (AFM) and a silicon tip (Asylum Research, 50-90 kHz AC240TS) operating in air tapping mode. Briefly, nanotube samples in DI water (0.1 mg/mL) were deposited onto mica surfaces (9.5 mm diameter, 0.15−0.21 mm thickness, Electron Microscopy Sciences) and dried overnight under vacuum. Scans of 10 μm × 10 μm and 1 μm × 1 μm areas were acquired. To evaluate the CMATs’ degree of hydrophilicity/hydrophobicity, dispersity tests were performed in DI water (pH 6.25), phosphate buffered saline (PBS, 100 mM, pH 7, Sigma Aldrich), and citric acid buffer (CAB 50 mM, pH 4.8, Sigma Aldrich). Briefly, CMATs were first dispersed in each of the different solvents at a concentration of 3 mg/ mL. The suspension was subsequently centrifuged at 3000 rpm for 5 min and 0.8 mL of the generated supernatant was removed and filtered through the GTTP 0.2 μm polycarbonate filter membrane. The filter was subsequently dried under vacuum, and the amount of CMATs on the filter was weighed. Dispersity was calculated based on the volume suspended, the initial amount used in the dispersion test, and the final amount isolated on the filter paper. Enzyme Immobilization. Soybean peroxidase (pure SBP, Bioresearch, Rz = 2), glucose oxidase (pure GOX, Type VII, Sigma, Rz = 1.3), and chloroperoxidase (pure CPO, Bioresearch, Rz = 1.3) were immobilized onto CMATs using either physical or covalent binding. For physical binding 2 mg of CMATs were first dispersed in 2 mL of enzyme solution (1 mg/mL in PBS for SBP, 0.5 mg/mL in PBS for GOX, or 0.5 mg/mL in CAB for CPO) via brief sonication. The solution was then incubated at room temperature for 2 h with shaking at 200 rpm. Next, the enzyme−CMAT conjugates were recovered by filtration through the GTTP 0.2 μm polycarbonate filter membrane. The supernatant was isolated and its volume recorded. The conjugates isolated on the filter were washed at least 6 times using the corresponding buffer (2 mL for each wash) to remove loosely bound enzyme, with the first two washes being isolated and their volumes recorded. Finally, the conjugates were redispersed in 2 mL of their corresponding buffer and stored at 4 °C. For covalent binding, 2 mg of CMATs were first activated using 1ethyl-3-[3-dimethylaminopropyl] carbodiimide (EDC, Acros Organics) and N-hydroxysuccinimide (NHS, Pierce) chemistry. Specifically, CMATs were dispersed via sonication in 160 mM EDC and 80 mM efficiency, yield of recovery and conversion, and reduced enzyme inhibition. However, while previous examples show that a significant amount of research has been directed towards understanding the interactions of known enzymes with nanosupports, the molecular mechanisms and synergistic reactions that take place at the nanosupport interface upon enzyme immobilization have yet to be fully understood. We hypothesized that fine control of the enzyme−nanosupport interface through the control of the enzyme immobilization process as well as nanosupport characteristics can lead to enhanced enzyme catalytic efficiency. To test our hypothesis, we used pure glycosylated enzymes with different properties (e.g., surface chemistry, molecular weight, isoelectric point, etc.), nanosupports with different characteristics (both physical and chemical), and different immobilization techniques (i.e., physical or chemical). Specifically, soybean peroxidase (SBP), an anionic monomeric glycoprotein (pI 3.9)23 with a molecular weight of ∼40 kDa24 known for its unusual thermostability and a high oxidation potential, chloroperoxidase (CPO), a monomeric enzyme with a molecular weight of ∼42 kDa,25 and glucose oxidase (GOx), a homodimer flavoenzyme oxidoreductase with a molecular weight of ∼180 kDa,26 were used as models. The choice in enzymes was based on their extended applications with SBP being used for diagnostics27−29 and waste-water treatment industrial implementation;30−32 CPO for chiral organic synthesis,33−35 decontamination,36 and the petroleum industry,37,38 and GOX for biosensing,39,40 biofuel cell formation,41 and food processing applications.42 The selected carbon-based nanosupports encompassed single-walled carbon nanotubes (SWCNTs), multi-walled carbon nanotubes (MWCNTs), and graphene sheets (GON) with different physical and chemical properties as demonstrated by Fourier transform infrared spectroscopy (FTIR), energy dispersive X-ray analysis (EDX), scanning electron microscopy (SEM), and atomic force microscopy (AFM). The choice of the nanosupports was based on their extended implementation in a wide variety of applications from biosensing40,43 to large-scale industrial processing and waste remediation.44−46 Lastly, the chosen immobilization techniques were aimed to offer different enzyme attachment mechanisms at nanointerfaces, namely single or multipoint attachment.47−49 Our systematic studies on the underlying mechanisms that control enzyme activity and catalytic behavior at nanointerfaces seek to reveal whether there is an optimum support to be used for a specific enzyme immobilization in order to lead to maximum catalytic efficiency of that enzyme. Discovering an optimum strategy that could be used in the future when the formation of bio−nano conjugate systems with increased enzyme functionality is considered can fill the gap in developing robust enzymebased systems with applications in fermentation, biosensoring, or biofuel production. ■ MATERIALS AND METHODS Graphene Oxide Nanosheet Synthesis. Graphene oxide nanosheets (GON) were produced from graphite powder (Alfa Aesar, 99.8% purity). First, 10 g of the graphite powder and 5 g of sodium nitrate (NaNO3, Sigma Aldrich, 99.0%) were added to 230 mL of concentrated sulfuric acid (H2SO4, Fisher Scientific, 96.4%) in a 2000 mL flask; the flask was subsequently placed in an ice bath and the mixture was stirred slowly. A 30 mg portion of potassium permanganate (KMnO4, Sigma Aldrich, 99.0%) was added slowly to the flask to ensure that the temperature of the mixture remained below 20 °C. Next, the solution was heated to 35 °C for 30 min, diluted in 460 mL of deionized (DI) water, and again quickly heated to 98 °C for 15 min. The mixture was 5394 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article Figure 1. Characterization of carbon-based materials (CMATs). FTIR and EDX spectra analysis of (a) pristine and acid-functionalized SWCNTs, (b) pristine and acid-functionalized MWCNTs, and (c) pristine and acid-functionalized graphene oxide nanosheets (GON). FTIR and EDX spectra confirmed the presence of carboxyl (COOH) functionalizations upon acid mixture incubation of CMATs. NHS in 2-(N-morpholino)ethanesulfonic acid sodium salt buffer (MES, 50 mM, pH 4.7) with a final volume of 2 mL and incubated at room temperature for 15 min with shaking at 200 rpm. Subsequently, the mixture was filtered through a GTTP 0.2 μm polycarbonate filter membrane and washed thoroughly with MES buffer to remove any ester residues. Next, the activated CMATs were immediately dispersed in 2 mL of the selected enzyme solution (consistent with physical binding) and incubated at room temperature for 3 h with shaking at 200 rpm. Enzyme−CMAT conjugates were then recovered and washed, with the supernatant, and the two washes were recovered (consistent with physical binding). Finally, the conjugates were redispersed in 2 mL of the corresponding buffer and stored at 4 °C. For covalent binding through a spacer, 2 mg of the selected CMATs were first activated using EDC/NHS chemistry as previously described (see covalent binding), subsequently dispersed in 5 mL of 1 mg/mL Amino-dPEG8-COOH (PEG, 32.2 Å, Quanta Biodesign) in the designated buffer, and incubated at room temperature for 3 h with shaking at 200 rpm. The resulting conjugates were then filtered and washed with their corresponding buffer. Finally, the selected enzyme was attached to the PEG linker as previously described. After the time elapsed, enzyme−PEG−CMAT conjugates were recovered and washed, and the supernatant and the two washes were recovered to quantify the enzyme loading (consistent with physical and covalent binding). Conjugates were redispersed in 2 mL of their corresponding buffer and stored at 4 °C. Covalent binding was confirmed by incubating the enzyme-carbonbased conjugates in 1 M NaCl solution for 10 min at 200 rpm; upon incubation, the conjugates were filtered using the GTTP 0.2 μm polycarbonate filter membrane and washing thoroughly with their corresponding buffers. The resulting supernatant and washes were recovered to evaluate any enzyme removal. Enzyme Loading onto CMATs. The amount of the immobilized enzyme relative to the amount of CMATs being used (i.e., the enzyme loading) was estimated using standard BCA Assay (Pierce) and subtracting the amount of enzyme washed out in the supernatant and the first two washes (see above) from the initial amount of enzyme 5395 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article added during the immobilization process. Briefly, 1 mL of working reagent containing 50 parts reagent A with 1 part reagent B (reagents were provided stock with the BCA Assay kit) was mixed with 50 μL of enzyme solution (either from the supernatant or the washes) and incubated at 37 °C for 30 min. Absorbance at 562 nm was recorded for each sample using a UV−vis spectrophotometer (Thermo Scientific EVO300) and compared to a calibration curve of known concentrations of the respective enzyme (free in solution) in the working reagent. Loadings were estimated as the difference between the amount of enzyme washed out from the initial amount of enzyme added during the incubation relative to the amount of CMATs being used. Determine the Specific Retained Activity of the Enzyme Immobilized Onto CMATs. Immobilized enzyme retained specific activity was determined using colorimetric reactions monitored on a UV−vis spectrophotometer (Thermo Scientific EVO300). The specific activity was calculated by comparing the activity of immobilized enzyme to the activity of free enzyme in solution at the same amount. Specifically, the specific activity of SBP was determined by monitoring the oxidation of 2,2′-azinobis[3-ethylbenzothiazoline-6-sulfonic acid] (ABTS, Sigma Aldrich) by SBP in the presence of H2O2 (Sigma Aldrich) at 412 nm. Briefly, 20 μL of the SBP solution to be tested (free or immobilized) was added to 650 μL of 0.25 mg/mL ABTS and mixed in a plastic cuvette. Next, 20 μL of 6.5 mM H2O2 was added to the mixture to initiate the reaction, and the cuvette was immediately placed on the spectrophotometer; the rate of absorbance change was monitored for 2 min. The initial reaction rate was calculated from the time-course slope and reported in micromolar per microgram second. For the specific activity of GOX, 400 μL of PBS, 250 μL of 0.25 mM glucose (Across), 250 μL of 0.25 mg/mL ABTS, and 50 μL of 0.5 mg/ mL SBP were first mixed in a plastic cuvette. Then, 50 μL of the GOX solution to be tested was added to initiate the reaction and the cuvette was immediately placed in the spectrophotometer; the rate of absorbance change was monitored for 2 min. The initial reaction rate was calculated from the time-course slope and reported in micromolar per microgram second. The specific activity of CPO was determined by monitoring the conversion of 2-chloro-5,5-dimethyl-1,3-cyclohexanedione (monochlorodimedon, Alfa Aesar) to dichlorodimedon by CPO in the presence of Cl− and H2O2 at 278 nm. Briefly, 500 μL of CAB, 440 μL of 227.27 mM NaCl (ACROS), 20 μL of 5 mM monochlorodimedon, and 20 μL of the CPO sample to be tested were first mixed in a quartz cuvette. Then, 20 μL of 50 mM H2O2 was added to initiate the reaction and the cuvette was immediately placed in the spectrophotometer; the rate of absorbance change was monitored for 2 min. The initial reaction rate was calculated from the time-course slope and reported in micromolar per microgram second. Enzyme Kinetic Parameters Determination. The kinetic parameter, Km (where Km is the Michaelis−Menten constant in micromolar), Vmax (where Vmax represents the maximum rate of reaction in micromolar per microgram second), and kcat (enzyme turnover, 1/s), values of the free and immobilized enzyme were determined by measuring the initial rates of reaction in the respective activity assays (as described above), with varying substrate concentrations and using nonlinear regression. Specifically, for SBP the concentration of H2O2 was varied from 0 to 0.04 mM, for GOX the concentration of glucose was varied from 0 to 100 mM, and for CPO the concentration of H2O2 was varied from 0 to 4 mM. Statistical Analysis. All results are presented as mean ± standard deviation with at least six trials for each conjugate. properties of the pristine carbon-based materials (CMATs), we used Fourier transform infrared spectroscopy (FTIR), energy dispersive X-ray analysis (EDX), scanning electron microscopy (SEM), and atomic force microscopy (AFM). Our FTIR analysis showed that acids treatment led to grafting of carboxyl (COOH) functionalities onto all the CMATs being tested. Specifically, the analysis of the chemical structure of both SWCNTs and MWCNTs (Figure 1a and b, respectively) showed a peak at 3450 cm−1 corresponding to the hydroxyl moiety and a ∼2900 cm−1 peak corresponding to the stretching mode of C H groups. The 1750 cm−1 band corresponded to the CO bond in the carbonyl and carboxylic moiety while the bands at 1550− 1660 cm−1 were associated with the CC bonds formation.51 The bands in the 1300−950 cm−1 range were characteristic of CO bond formation and, thus, confirmed the presence of large amounts of hydrated surface oxides and CMATs-COOH functionalization. The FTIR spectrum of the GON is shown in Figure 1c. The large peak in the 3400−3200 cm−1 range is indicative of formation of hydroxyl groups at the surface of the GON.52 The peak at ∼1740 cm−1 is a result of the CO bonds in the COOH groups as well as in carbonyl moieties, while the ∼1620 cm−1 peak confirmed the presence of CC bonds resulted from unoxidized regions of the graphene. Finally, the large band at 1400−1060 cm−1 confirmed the presence of COOH groups in epoxy or alkoxy groups formed at the surface of the CMATs.52 EDX analysis (Figure 1, table format) further confirmed COOH functionalization of CMATs; specifically, the O content increased in the acids-treated CMATs while the C and other elements content decreased.53 The decrease in other elements was a result of metal catalyst residues and other impurities being removed upon acid treatment as well as nanosupports being shortened thus leading to the formation of amorphous carbon.50 To confirm the shortening of the nanotubes we compared COOH-functionalized SWCNTs and MWCNTs with their pristine counterparts using tapping mode AFM. Our analysis showed that acid treatment reduced the length of SWCNTs from 760 ± 276 to 516 ± 277 nm and the length of MWCNTs from 6049 ± 2954 to 452 ± 213 nm. The diameters of the nanotubes were however unaffected by the treatment; similarly, the dimensions of the GON were maintained constant. Further, SEM showed no significant morphological changes for the acidtreated samples when compared to their pristine counterparts (Supporting Information Figure S1). Our results are in agreement with previous studies, which showed that liquid phase oxidation with a strong acid mixture introduces structural changes and adds free COOH groups to nanomaterials.50,51,53 Carboxyl functionalization upon acids treatment improved CMAT dispersity in several solvents (Supporting Information Table S1). Specifically, in DI water (pH 6.25), the dispersity of SWCNTs, MWCNTs, and GON improved by 9.3-, 6.8-, and 6.5fold, respectively. Similarly, in PBS (pH 7) the dispersity of SWCNTs, MWCNTs, and GON improved by 4.8-, 3.8-, and 1.4fold. Further, in CAB (pH 4.8) the dispersity of SWCNTs, MWCNTs, and GON improved by 8.3-, 9.3-, and 13.5-fold relative to their pristine counterparts. The increase in dispersity upon acids treatment is attributed to the increase in the number of COOH groups and thus increased carboxylate anion formation through deprotonation of these groups in waterbased environments.54 The poor dispersion observed at lower pH values (i.e., in CAB) can be attributed to the aggregation of CMATs through H bonding in these conditions.55 The acidstreated MWCNTs and GON had the lowest dispersity in PBS ■ RESULTS AND DISCUSSION Morphology and Structure Characterization of Carbon-Based Materials (CMATs). Pristine SWCNTS (diameter = 0.8−1.2 nm, length = 760 ± 276 nm), pristine MWCNTs (diameter = 10−20 nm, length = 6049 ± 2954 nm), and pristine GON (sheets of 500−5000 nm) were acids treated by incubation in a nitric and sulfuric acids mixture for 6 h50 to generate nanosupports with different characteristics. To investigate whether acids treatment changed the physical and chemical 5396 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article Figure 2. Concept schematic of soybean peroxidase (SPB) immobilization onto CMATs. (a) SBP catalyzes the oxidation of ABTS to ABTS+. (b) SPB immobilization onto CMATs with different surface curvatures and aspect ratios led to enzyme-based conjugates. enzyme loading is given in Figure 3a. Our data showed that the specific retained activity of the immobilized SBP varied significantly with the nanosupport being tested. In particular, SBP retained the highest specific activity when immobilized onto MWCNTs using covalent binding (about 28% retained specific activity relative to the free enzyme) while the lowest specific activity was displayed by the enzyme immobilized onto GON using covalent binding with PEG linker (about 1.6 % of the specific activity of the free enzyme). The highest specific activity for the physically bound SBP was observed for the enzyme immobilized onto MWCNTs (about 25 % of the specific activity of the free enzyme); however, the same immobilization method allowed retention of only about 15% and 1.7% specific activity onto SWCNTs and GON, respectively. Covalent immobilization also yielded to only about 4% of the specific activity of the free enzyme activity both onto SWCNTs and GON nanosupports, while covalent binding through the PEG linker led to the highest specific retained activity for the enzyme immobilized onto MWCNTs (about 20% of the specific activity of the free enzyme) and only about 8% and 1.6% onto SWCNTs and GON, respectively. Control experiments have been also performed to validate the feasibility of the covalent binding. Specifically, the enzyme-carbon-based nanosupports have been incubated in high salt concentrations known to remove the enzymes bound through nonspecific electrostatic interactions; subsequent evaluation of the enzyme loading showed that such high salt incubation removed <3% of the immobilized enzyme. However, upon such incubation, the remaining immobilized enzyme lost about 70% of its initial activity possibly due to the accelerated covalent multipoint attachment.58 Enzyme catalytic behavior at the different CMAT nanointerfaces was assessed under varying concentrations of hydrogen peroxide (Figure 3b−d); the kinetic parameters Vmax (i.e., the presumably due to the higher ionic strength of this buffer that could have induced aggregation of their carboxylated anions.55 This effect was not observed for SWCNTs since these nanotubes have a reduced number of defects and thus a lower rate of COOH functionalization relative to both MWCNTs and GON. Influence of the Bio−Nano Interface on Enzyme Catalytic Behavior. Previously characterized CMATs were used as nanosupports for model enzyme soybean peroxidase (SBP) immobilization (SBP, Figure 2a); the high dispersity of the CMATs was required to ensure uniform loading of the nanosupports. The different radii of curvature of the CMATs were required to determine the geometrical congruence and thus the degree of enzyme−nanosupport interactions.11,19,48 Three independent immobilization techniques, i.e., physical adsorption, covalent binding, and covalent binding through a PEG linker, were used. The different immobilization techniques aimed to provide a variety of enzyme−nanosupport interactions. In particular, physical binding provides a multipoint attachment;48,56 however, such a process was previously shown to lead to deformation of the enzyme (e.g., change in active’s site conformation or change in the enzyme’s footprint) at the nanointerface.11 Covalent binding might reduce such deformation while theoretically serving as a zero-length single point attachment technique.19,47,49,57 Lastly, covalent binding through an arm spacer could serve as a single-point immobilization method that brings the enzyme away from the nanosupport while increasing its substrate binding capability.11,12 Figure 2b shows the concept of SBP immobilization onto the COOH-functionalized CMATs. The amounts of SBP attached to the different CMATs relative to the amount of CMATs being used (i.e., the enzyme loadings) are shown in Supporting Information Table S2, while the specific retained activities of the enzyme-based conjugates relative to the 5397 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article maximum rate of reaction), Km (i.e., Michaelis−Menten constant), and kcat (i.e., enzyme turnover) were calculated using nonlinear regression36,59 and compared with the kinetic parameters of the free enzyme in solution (Table 1). The Vmax of SBP physically immobilized onto MWCNTs decreased by 87%, while the Vmax of the SBP immobilized onto GON decreased by about 98% relative to Vmax of free enzyme in solution. Km values of the immobilized SBP also showed an overall decrease however within the same order of magnitude with the Km values of the free enzyme. The catalytic efficiency (kcat/Km) of the immobilized enzyme (generally used as a comparator for the rate at which the immobilized enzyme catalytically transforms its substrate)36,60 was much lower than that of the free SBP and varied both with the nanosupport and immobilization technique being used. For example, the catalytic efficiencies of SBP covalently bound onto SWCNTs, MWCNTs and GON were about 10%, 11%, and 3% of that of the free enzyme in solution. Further, the lowest activity of immobilized SBP was obtained at the flat surface of GON. The observed changes in the kinetic parameters indicate that the different characteristics of the nanosupports influenced directly the catalytic behavior of the immobilized enzyme. Even though no significant changes in the enzyme active site conformation occurred (i.e., the Km of the immobilized enzymes were in the same order of magnitude with the ones of the corresponding free enzymes), the multipoint attachment resulted from the enzyme physical binding could explain both the decrease in the rate of reaction and the reduced catalytic efficiency. In particular, the multipoint attachment led to decreased substrate-binding ability for the immobilized enzyme relative to free enzyme in solution.11,47−49,61 These results are in agreement with previous reports that showed that enzymes immobilized onto nanosupports with smaller diameters and thus higher radii of curvature (i.e. SWCNTs (0.8−1.2 nm) or MWCNTs (10−20 nm) relative to GON (500−5000 nm)) tend to retain higher levels of activity.11,62,63 Higher radius of curvature of the nanosupports ensures an increased center-to-center distance between two adjacent immobilized enzymes (Figure 2b), which could potentially reduce the unwanted interactions between neighboring proteins and also reduce their multi-attachment points to the nanosupports. Contrary to that, increased protein−protein interactions caused by a less curved surface could result in a more dramatic activity loss over time and in a harsh environment.11,12,36,63 The nanosupport’s curvature trend was not confirmed for the enzyme immobilized onto SWCNTs relative to the enzyme immobilized onto MWCNTs; in particular, SBP showed the highest enzyme activity at the MWCNTs interface which has a larger radius of curvature than that of the SWCNTs. The apparent discrepancy in the reported results is due to the bio− nano interface being also influenced by the enzyme structure and its surface energy.24 Specifically, at the working pH (PBS pH 7), SBP carries a negative charge (pI 3.9).64 The presence of a larger density of COOH groups onto the MWCNTs surface effectively lowers their pI more so than that of the SWCNTs.65 Thus, the SWCNTs will carry a weaker negative charge compared to that of the MWCNTs leading to less repulsion of the enzyme at their nanointerface. This effect coupled with the relatively large dimensions of the SBP (6.1 nm × 3.5 nm × 4.0 nm)66 when compared to the diameter of the SWCNTs (0.8−1.2 nm) could also lead to an increase in protein−protein interactions and thus account for the lower activity and reduced catalytic efficiency as observed at this nanointerface. Figure 3. Catalytic behavior of model enzyme SBP immobilized onto different CMATs. (a) Comparison of the specific retained activity of SBP upon immobilization onto SWCNTs, MWCNTs, and GON. Physical adsorption, covalent binding, and covalent binding with a PEG linker were used. The nanosupport diameter increases from left to right. Michaelis−Menten kinetics data of SBP immobilized using physical adsorption (filled square), covalent binding (filled circle), and covalent binding via PEG linker (filled triangle) onto (b) SWCNTs, (c) MWCNTs, and (d) GON. Enzyme retained specific activity and kinetics depend on the nanosupport characteristics, both physical and chemical. 5398 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article Table 1. Soybean Peroxidase (SBP) Michaelis−Menten Kinetics nanosupport and immobilization method Vmax (μM/μg s) Km (μM) kcat (1/s) kcat/Km SWCNTs (physical) SWCNTs (covalent) SWCNTs (covalent with PEG) MWCNTs (physical) MWCNTs (covalent) MWCNTs (covalent with PEG) GON (physical) GON (covalent) GON (covalent with PEG) free SBP 0.005 ± 0.001 0.012 ± 0.003 0.022 ± 0.011 0.017 ± 0.007 0.011 ± 0.004 0.008 ± 0.003 0.003 ± 0.001 0.005 ± 0.001 0.002 ± 0.001 0.128 ± 0.042 3.7 ± 1.0 1.9 ±0.7 1.9 ± 0.8 7.2 ± 2.3 1.6 ± 0.4 2.9 ± 0.4 1.4 ± 1.0 2.6 ± 0.3 2.8 ± 2.7 1.9 ± 0.8 0.14 ± 0.04 0.33 ± 0.12 0.61 ± 0.43 0.47 ± 0.27 0.30 ± 0.16 0.22 ± 0.12 0.08 ± 0.04 0.14 ± 0.04 0.03 ± 0.04 3.53 ± 1.64 0.04 ± 0.02 0.20 ± 0.07 0.33 ± 0.09 0.07 ± 0.02 0.22 ± 0.13 0.08 ± 0.03 0.12 ± 0.13 0.06 ± 0.01 0.02 ± 0.02 2.01 ± 0.63 Specificity of the Bio−Nano-Interface Reaction. To assess whether there is a symbiotic relationship between the immobilized enzyme and nanomaterial characteristics that influence such catalytic behavior at nanointerfaces and whether there is an optimal nanosupport that can be used when aiming to preserve enzyme catalytic behavior, we extended our initial study of the SBP to two additional biocatalysts, namely chloroperoxidase (CPO) and glucose oxidase (GOX). The additional studies however excluded GON as a nanosupport because of the low activity and increased protein−protein interactions observed when SBP was used as an example. Our complementary studies confirmed that MWCNTs nanosupports provided once again the optimum nanointerfaces to preserve the additionally selected two-enzyme catalytic behavior and activities. In particular, CPO bound onto MWCNTs retained about 29%, 49%, and 30% specific activities after physical adsorption, covalent binding, and covalent binding through the PEG linker, respectively, when compared to free enzyme in solution (Supporting Information Table S3). These specific activities were ∼27%, 46%, and 27% higher for each respective immobilization method when compared to the specific activity of the enzyme immobilized onto SWCNTs. Further, covalent binding onto MWCNTs seemed to have benefited CPO more than it benefited SBP. This was presumably due to the higher ability of CPO to bind away from its active site when compared to SBP. Specifically, even though both enzymes have similar sizes and molecular weights,24,25,67 the different mapping of their amino acid sequences as well as their different number of lysine groups (five lysine for CPO and only three for SBP) influenced their different binding ability at nanointerfaces. Furthermore, at the working pH values, i.e., CAB (pH 4.8) for CPO (pI 4.0) and PBS (pH 7) for SBP (pH 3.9), each enzyme is negatively charged, but SBP is more so.64,68 Lastly, the decrease in activity observed upon utilization of the PEG linker was attributed to the nonspecific interactions of the PEG linker with the active site of both CPO and SBP containing histidine groups. Specifically, studies have shown that histidine group interactions with PEG could potentially lead to substrate inhibition and decreased enzyme activity.69,70 The greater impact seen for CPO is presumably due to the inherent rigidity of its active site when compared to the more flexible one of SBP.69,71 The kinetic behavior of the immobilized CPO (Supporting Information Table S4) was also assessed using varying concentrations of hydrogen peroxide (Figure 4a−c). The Vmax of CPO covalently immobilized onto MWCNTs was larger than that of the enzyme immobilized through both physical and covalent through the PEG linker techniques. Km values for the immobilized CPO were on the same order of magnitude as for the free enzyme, indicating that no significant enzyme active site conformational change occurred upon immobilization. Further, kcat/Km catalytic efficiency of the CPO physically immobilized onto SWCNTs and MWCNTs decreased to about 99% and 78% relative to the catalytic efficiency of the free enzyme. The more complex and larger GOX (6.0 nm × 5.2 nm × 7.7 nm)72 showed however an increase in the retained specific activity upon immobilization using covalent binding, with a further increase upon the utilization of the PEG linker (Supporting Information Table S5). Namely, GOX bound to MWCNTs physically, covalently, and covalently with the PEG linker resulted in retained specific activities of around 20%, 44%, and 63%, respectively, relative to the activity of the free enzyme in solution. The active site inhibition was less likely to occur in the GOX trials due to its extended numbers of lysine residues (i.e., 60 lysine groups present on the enzyme structure compared to only five or three for CPO and SBP, respectively)73 that would thus offer multiple binding sites for the specific covalent immobilization. Further, the benefit of the PEG linker was obvious for this large enzyme, presumably due to the reduced interactions of the GOX or reduced enzyme−enzyme interactions at the nanosupports.11,74,75 The catalytic behavior of the immobilized GOX (Supporting Information Table S6) was also evaluated using varying concentrations of glucose (Figure 4d−f). Specifically, GOX bound to MWCNTs physically, covalently, and covalently through a PEG linker yielded Vmax values of around 0.098, 0.218, and 0.234, respectively. These trends correspond to those resulting from specific retained activity determination. Km values for GOX were on the same order of magnitude as for the free enzyme, confirming that there was no significant enzyme active site conformational change upon immobilization. Optimum Nanosupport for Optimum Catalytic Behavior. Our studies showed that the impact on enzyme binding at nanosupport interfaces is a function of both the enzyme and the nanosupport characteristics. Thus, in order to ensure maximum catalytic efficiency of bio−nano conjugates for selected applications, there is an optimum nanosupport and an optimum immobilization method to be used. For instance, our results have shown that nanosupports of MWCNTs 10−20 nm in diameter functionalized with COOH groups are the most suitable for being used for immobilization of enzymes with a footprint of half of this diameter or as large as the nanosupport itself (Table 2). Further, our results have shown that the catalytic behavior of the enzymes upon immobilization is a function of the overall enzyme isoelectric properties and changes in the surrounding environment. While our studies have used three selected enzymes and three selected nanosupports, they can further be extended to identify the best parameters and thus conditions to be considered for synthetic applications of such biocatalyst-based conjugates. 5399 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article Figure 4. Catalytic behavior of chloroperoxidase (CPO) and glucose oxidase (GOX) immobilized onto different nanosupports. (a) Specific retained activity comparison of the CPO immobilized onto SWCNTs and MWCNTs via physical adsorption, covalent binding, and covalent binding via PEG linker. Michaelis−Menten kinetics of CPO immobilized using physical adsorption (filled square), covalent binding (filled circle), and covalent binding via PEG linker (filled triangle) onto (b) SWCNTs and (c) MWCNTs. (d) Specific retained activity comparison of GOX immobilized onto SWCNTs and MWCNTs via physical adsorption, covalent binding, and covalent binding via PEG linker. Michaelis−Menten kinetics data of GOX immobilized using physical adsorption (filled square), covalent binding (filled circle), and covalent binding via PEG linker (filled triangle) onto (e) SWCNTs and (f) MWCNTs. Table 2. MWCNT-Based Conjugates as Optimum Nanosupports to Provide High Catalytic Behavior enzyme (immobilization method) Vmax (μM/μg s) Km (μM) kcat (1/s) kcat/Km SBP (covalent) CPO (covalent) GOX (covalent with PEG) 0.011 ± 0.004 12.42 ± 2.43 0.234 ± 0.032 1.6 ± 0.4 120 ± 8 2600 ± 700 0.30 ± 0.16 521.77 ± 102.14 42.12 ± 8.15 0.22 ± 0.13 4.48 ± 0.86 0.018 ± 0.008 well as the symbiotic reactions that take place at this interface, can be tailored to lead to maximum retained enzyme activity while augmenting recovery of active enzyme−nanomaterial conjugates. Providing user-directed feedback for individual For instance, one can envision comparing even lower surface curvatures (i.e., spheres or gold nanorods) in order to understand how nanomaterial characteristics and physico-chemical properties and the interplay at the enzyme−nanosupport interface, as 5400 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article (3) Wang, X. Q.; Wang, Q. H.; Liu, Y. Y.; Ma, H. Z. On-Site Production of Crude Glucoamylase for Kitchen Waste Hydrolysis. Waste Manage. Res. 2010, 28, 539−544. (4) Mao, X.; Buchanan, I. D.; Stanley, S. J. Development of an Integrated Enzymatic Treatment System for Phenolic Waste Streams. Environ. Technol. 2006, 27, 1401−1410. (5) Zaks, A. Industrial Biocatalysis. Curr. Opin. Chem. Biol. 2001, 5, 130−136. (6) Verma, M. L.; Barrow, C. J.; Puri, M. Nanobiotechnology as a Novel Paradigm for Enzyme Immobilisation and Stabilisation with Potential Applications in Biodiesel Production. Appl. Microbiol. Biot. 2013, 97, 23−39. (7) Wandrey, C.; Liese, A.; Kihumbu, D. Industrial Biocatalysis: Past, Present, and Future. Org. Process. Res. Dev. 2000, 4, 286−290. (8) Yang, M. L.; Wang, J.; Li, H. Q.; Zheng, J. G.; Wu, N. Q. N. A Lactate Electrochemical Biosensor with a Titanate Nanotube as Direct Electron Transfer Promoter. Nanotechnology 2008, 19, 1−6. (9) Cui, Y. L.; Zhang, B.; Liu, B. Q.; Chen, H. F.; Chen, G. N.; Tang, D. P. Sensitive Detection of Hydrogen Peroxide in Foodstuff Using an Organic-Inorganic Hybrid Multilayer-Functionalized Graphene Biosensing Platform. Microchim. Acta 2011, 174, 137−144. (10) Kumar, S.; Jana, A. K.; Dhamija, I.; Maiti, M. Chitosan-Assisted Immobilization of Serratiopeptidase on Magnetic Nanoparticles, Characterization and Its Target Delivery. J. Drug. Target. 2014, 22, 123−137. (11) Dinu, C. Z.; Zhu, G.; Bale, S. S.; Anand, G.; Reeder, P. J.; Sanford, K.; Whited, G.; Kane, R. S.; Dordick, J. S. Enzyme-Based Nanoscale Composites for Use as Active Decontamination Surfaces. Adv. Funct. Mater. 2010, 20, 392−398. (12) Grover, N.; Borkar, I. V.; Dinu, C. Z.; Kane, R. S.; Dordick, J. S. Laccase- and Chloroperoxidase-Nanotube Paint Composites with Bactericidal and Sporicidal Activity. Enzyme Microb. Tech. 2012, 50, 271−279. (13) Besteman, K.; Lee, J. O.; Wiertz, F. G. M.; Heering, H. A.; Dekker, C. Enzyme-Coated Carbon Nanotubes as Single-Molecule Biosensors. Nano Lett. 2003, 3, 727−730. (14) Luckarift, H. R.; Spain, J. C.; Naik, R. R.; Stone, M. O. Enzyme Immobilization in a Biomimetic Silica Support. Nat. Biotechnol. 2004, 22, 211−213. (15) Hernandez, K.; Fernandez-Lafuente, R. Control of protein immobilization: Coupling Immobilization and Site-Directed Mutagenesis to Improve Biocatalyst or Biosensor Performance. Enzyme Microb. Tech. 2011, 48, 107−122. (16) Garcia-Galan, C.; Berenguer-Murcia, A.; Fernandez-Lafuente, R.; Rodrigues, R. C. Potential of Different Enzyme Immobilization Strategies to Improve Enzyme Performance. Adv. Synth. Catal. 2011, 353, 2885−2904. (17) Dinu, C. Z.; Borkar, I. V.; Bale, S. S.; Campbell, A. S.; Kane, R. S.; Dordick, J. S. Perhydrolase-Nanotube-Paint Sporicidal Composites Stabilized by Intramolecular Crosslinking. J. Mol. Catal. B−Enzym. 2012, 75, 20−26. (18) Wu, J. C.; Lee, S. S.; Mahmood, M. M. B.; Chow, Y.; Talukder, M. M. R.; Choi, W. J. Enhanced Activity and Stability of Immobilized Lipases by Treatment with Polar Solvents Prior to Lyophilization. J. Mol. Catal. B−Enzym. 2007, 45, 108−112. (19) Asuri, P.; Bale, S. S.; Pangule, R. C.; Shah, D. A.; Kane, R. S.; Dordick, J. S. Structure, Function, and Stability of Enzymes Covalently Attached to Single-Walled Carbon Nanotubes. Langmuir 2007, 23, 12318−12321. (20) Aburto, J.; Ayala, M.; Bustos-Jaimes, I.; Montiel, C.; Terres, E.; Dominguez, J. M.; Torres, E. Stability and Catalytic Properties of Chloroperoxidase Immobilized on SBA-16 Mesoporous Materials. Micropor. Mesopor. Mater. 2005, 83, 193−200. (21) Ivanova, E. P.; Wright, J. P.; Pham, D. K.; Brack, N.; Pigram, P.; Alekseeva, Y. V.; Demyashev, G. M.; Nicolau, D. V. A Comparative Study Between the Adsorption and Covalent Binding of Human Immunoglobulin and Lysozyme on Surface-Modified Poly(tert-butyl methacrylate). Biomed. Mater. 2006, 1, 24−32. application, and accounting for biochemical data relaying on the characteristics of both the nanosupport and the biocatalyst being tested, is empirically necessary for enzymes immobilized onto carbon-based nanosupports to reach their full operational potential. ■ CONCLUSIONS We showed that controlling the interplay as well as the symbiotic reactions that take place at the enzyme−carbon-based nanointerfaces lead to enzyme-based conjugates with higher catalytic behavior. In particular, we showed that activity of the enzyme− carbon-based conjugates can be tuned by the user by controlling the immobilization conditions, the local curvature of the nanosupport, and its physico-chemical properties. Further, our studies showed that user manipulation of the immobilization conditions as well as careful nanosupport and enzyme selection are required for the optimum catalytic efficiency of these conjugates. The detailed characterization and optimization of the enzyme−nanointerface reactions will potentially result in improved interfacial interactions, stable catalytic behaviors, and thus a greater understanding of the molecular requirements and symbiotic reactions at such interfaces for integrated technological applications of bio−nano conjugates in pharmacological industry, biosensors, biofuel cells and bioactive coatings formation. ■ ASSOCIATED CONTENT S Supporting Information * In-depth characterization of the carbon-based nanomaterials used in this study. Briefly, Figure S1 contains the SEM images of these carbon-based nanomaterials, while Table S1 contains the nanomaterial dispersity analysis. Tables S2−S6 contain information on the loading, activity data, and Michaelis−Menten kinetics for each individual enzyme−nanosupport configuration. This material is available free of charge via the Internet at http:// pubs.acs.org. ■ AUTHOR INFORMATION Corresponding Author *Mailing address: Department of Chemical Engineering, West Virginia University, Benjamin M. Statler College of Engineering and Mineral Resources, P.O. Box 6102, Morgantown, WV 26506, United States. E-mail: [email protected]. Tel.: 1 304 293 9338. Fax: 1 304 293 4139. Notes The authors declare no competing financial interest. ■ ACKNOWLEDGMENTS This work was supported by the National Science Foundation (NSF-CBET: 1033266). The authors acknowledge NanoSAFE and WVU Chemical Engineering for the shared facilities. The authors thank undergraduate Andrew Maloney for his involvement in the initial stage of the project. ■ REFERENCES (1) Mateo, C.; Palomo, J. M.; Fernandez-Lorente, G.; Guisan, J. M.; Fernandez-Lafuente, R. Improvement of Enzyme Activity, Stability and Selectivity via Immobilization Techniques. Enzyme. Microb. Tech. 2007, 40, 1451−1463. (2) Rodrigues, R. C.; Ortiz, C.; Berenguer-Murcia, A.; Torres, R.; Fernandez-Lafuente, R. Modifying Enzyme Activity and Selectivity by Immobilization. Chem. Soc. Rev. 2013, 42, 6290−6307. 5401 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article (22) Bayramoglu, G.; Kiralp, S.; Yilmaz, M.; Toppare, L.; Arica, M. Y. Covalent Immobilization of Chloroperoxidase onto Magnetic Beads: Catalytic Properties and Stability. Biochem. Eng. J. 2008, 38, 180−188. (23) Gray, J. S. S.; Montgomery, R. The N-Glycosylation Sites of Soybean Seed Coat Peroxidase. Glycobiology 1997, 7, 679−685. (24) Henriksen, A.; Mirza, O.; Indiani, C.; Teilum, K.; Smulevich, G.; Welinder, K. G.; Gajhede, M. Structure of Soybean Seed Coat Peroxidase: A Plant Peroxidase with Unusual Stability and HaemApoprotein Interactions. Protein Sci. 2001, 10, 108−115. (25) Sundaramoorthy, M.; Terner, J.; Poulos, T. L. The Crystal Structure of Chloroperoxidase: A Heme Peroxidase-Cytochrome P450 Functional Hybrid. Structure 1995, 3, 1367−1377. (26) Wilson, R.; Turner, A. P. F. Glucose-Oxidase - an Ideal Enzyme. Biosens. Bioelectron. 1992, 7, 165−185. (27) Galende, P. P.; Munoz, T. M.; Roig, M. G.; de Maria, C. G. Use of Crude Extract of Lentil Plant (Lens culinaris Medikus) in PeroxidaseBased Analyses: Fast Kinetic Determination of Hydrogen Peroxide and Sarcosine in Urine. Anal. Bioanal. Chem. 2012, 404, 2377−2385. (28) Bassi, A. S.; McGrath, C. Carbon Paste Biosensor Based on Crude Soybean Seed Hull Extracts for Phenol Detection. J. Agr. Food Chem. 1999, 47, 322−326. (29) Wang, B. Q.; Li, B.; Cheng, G. J.; Dong, S. J. Acid-Stable Amperometric Soybean Peroxidase Biosensor Based on a SelfGelatinizable Grafting Copolymer of Polyvinyl Alcohol and 4Vinylpyridine. Electroanal. 2001, 13, 555−558. (30) Wilberg, K.; Assenhaimer, C.; Rubio, J. Removal of Aqueous Phenol Catalysed by a Low Purity Soybean Peroxidase. J. Chem. Technol. Biot. 2002, 77, 851−857. (31) Bodalo, A.; Gomez, J. L.; Gomez, E.; Hidalgo, A. M.; Gomez, M.; Yelo, A. M. Removal of 4-Chlorophenol by Soybean Peroxidase and Hydrogen Peroxide in a Discontinuous Tank Reactor. Desalination 2006, 195, 51−59. (32) Patapas, J.; Al-Ansari, M. M.; Taylor, K. E.; Bewtra, J. K.; Biswas, N. Removal of Dinitrotoluenes from Water via Reduction with Iron and Peroxidase-Catalyzed Oxidative Polymerization: A Comparison Between Arthromyces ramosus Peroxidase and Soybean Peroxidase. Chemosphere 2007, 67, 1485−1491. (33) Wang, L. M.; Wu, J. Y.; Jiang, Y. C.; Hu, M. C.; Li, S. N.; Zhai, Q. G. Asymmetry Synthesis of Chiral Sulfoxide Catalyzed by Chloroperoxidase. Acta Chim. Sinica 2012, 70, 465−470. (34) Wu, J. Y.; Liu, C.; Jiang, Y. C.; Hu, M. C.; Li, S. N.; Zhai, Q. G. Synthesis of Chiral Epichlorohydrin by Chloroperoxidase-Catalyzed Epoxidation of 3-Chloropropene in the Presence of an Ionic Liquid as Co-Solvent. Catal. Commun. 2010, 11, 727−731. (35) Zhi, L. F.; Jiang, Y. C.; Hu, M. C.; Li, S. N. Applications of Chloroperoxidase in Chiral Organic Synthesis. Prog. Chem. 2006, 18, 1150−1156. (36) Campbell, A. S.; Dong, C. B.; Dordick, J. S.; Dinu, C. Z. BioNano Engineered Hybrids for Hypochlorous Acid Generation. Process Biochem. 2013, 48, 1355−1360. (37) Terres, E.; Montiel, M.; Le Borgne, S.; Torres, E. Immobilization of Chloroperoxidase on Mesoporous Materials for the Oxidation of 4,6Dimethyldibenzothiophene, a Recalcitrant Organic Sulfur Compound Present in Petroleum Fractions. Biotechnol. Lett. 2008, 30, 173−179. (38) Ayala, M.; Verdin, J.; Vazquez-Duhalt, R. The Prospects for Peroxidase-Based Biorefining of Petroleum Fuels. Biocatal. Biotransfor. 2007, 25, 114−129. (39) Tsai, T. W.; Heckert, G.; Neves, L. F.; Tan, Y. Q.; Kao, D. Y.; Harrison, R. G.; Resasco, D. E.; Schmidtke, D. W. Adsorption of Glucose Oxidase onto Single-Walled Carbon Nanotubes and Its Application in Layer-By-Layer Biosensors. Anal. Chem. 2009, 81, 7917−7925. (40) Singh, K.; Singh, B. P.; Chauhan, R.; Basu, T. Fabrication of Amperometric Bienzymatic Glucose Biosensor Based on MWCNT Tube and Polypyrrole Multilayered Nanocomposite. J. Appl. Polym. Sci. 2012, 125, E235−E246. (41) Min, K.; Ryu, J. H.; Yoo, Y. J. Mediator-free Glucose/O-2 Biofuel Cell Based on a 3-Dimensional Glucose Oxidase/SWNT/Polypyrrole Composite Electrode. Biotechnol. Bioproc. E 2010, 15, 371−375. (42) Wong, C. M.; Wong, K. H.; Chen, X. D. Glucose Oxidase: Natural Occurrence, Function, Properties and Industrial Applications. Appl. Microbiol. Biot. 2008, 78, 927−938. (43) Zargoosh, K.; Chaichi, M. J.; Shamsipur, M.; Hossienkhani, S.; Asghari, S.; Qandalee, M. Highly Sensitive Glucose Biosensor Based on the Effective Immobilization of Glucose Oxidase/Carbon-Nanotube and Gold Nanoparticle in Nafion Film and Peroxyoxalate Chemiluminescence Reaction of a New Fluorophore. Talanta 2012, 93, 37− 43. (44) Pavlidis, I. V.; Vorhaben, T.; Tsoufis, T.; Rudolf, P.; Bornscheuer, U. T.; Gournis, D.; Stamatis, H. Development of Effective Nanobiocatalytic Systems through the Immobilization of Hydrolases on Functionalized Carbon-Based Nanomaterials. Bioresource Technol. 2012, 115, 164−171. (45) Shan, G. B.; Surampalli, R. Y.; Tyagi, R. D.; Zhang, T. C. Nanomaterials for Environmental Burden Reduction, Waste Treatment, and Nonpoint Source Pollution Control: a Review. Front. Environ. Sci. En. 2009, 3, 249−264. (46) Demarche, P.; Junghanns, C.; Nair, R. R.; Agathos, S. N. Harnessing the Power of Enzymes for Environmental Stewardship. Biotechnol. Adv. 2012, 30, 933−953. (47) Rodrigues, R. C.; Bolivar, J. M.; Palau-Ors, A.; Volpato, G.; Ayub, M. A. Z.; Fernandez-Lafuente, R.; Guisan, J. M. Positive Effects of the Multipoint Covalent Immobilization in the Reactivation of Partially Inactivated Derivatives of Lipase from Thermomyces lanuginosus. Enzyme Microb. Tech. 2009, 44, 386−393. (48) Nakamoto, M.; Hoshino, Y.; Miura, Y. Effect of Physical Properties of Nanogel Particles on the Kinetic Constants of Multipoint Protein Recognition Process. Biomacromolecules 2014, 15, 541−547. (49) Bolivar, J. M.; Rocha-Martin, J.; Mateo, C.; Cava, F.; Berenguer, J.; Vega, D.; Fernandez-Lafuente, R.; Guisan, J. M. Purification and Stabilization of a Glutamate Dehydrogenase from Thermus thermophilus via Oriented Multisubunit Plus Multipoint Covalent Immobilization. J. Mol. Catal. B−Enzym. 2009, 58, 158−163. (50) Dong, C. B.; Campell, A. S.; Eldawud, R.; Perhinschi, G.; Rojanasakul, Y.; Dinu, C. Z. Effects of Acid Treatment on Structure, Properties and Biocompatibility of Carbon Nanotubes. Appl. Surf. Sci. 2013, 264, 261−268. (51) Stobinski, L.; Lesiak, B.; Kover, L.; Toth, J.; Biniak, S.; Trykowski, G.; Judek, J. Multiwall Carbon Nanotubes Purification and Oxidation by Nitric Acid Studied by the FTIR and Electron Spectroscopy Methods. J. Alloy Compd. 2010, 501, 77−84. (52) Guo, H. L.; Wang, X. F.; Qian, Q. Y.; Wang, F. B.; Xia, X. H. A Green Approach to the Synthesis of Graphene Nanosheets. Acs Nano 2009, 3, 2653−2659. (53) Wepasnick, K. A.; Smith, B. A.; Schrote, K. E.; Wilson, H. K.; Diegelmann, S. R.; Fairbrother, D. H. Surface and Structural Characterization of Multi-Walled Carbon Nanotubes Following Different Oxidative Treatments. Carbon 2011, 49, 24−36. (54) Shieh, Y. T.; Liu, G. L.; Wu, H. H.; Lee, C. C. Effects of Polarity and pH on the Solubility of Acid-Treated Carbon Nanotubes in Different Media. Carbon 2007, 45, 1880−1890. (55) Shieh, Y. T.; Chen, J. Y.; Twu, Y. K.; Chen, W. J. The Effect of pH and Ionic Strength on the Dispersion of Carbon Nanotubes in Poly(acrylic acid) Solutions. Polym. Int. 2012, 61, 554−559. (56) Brady, D.; Jordaan, J. Advances in Enzyme Immobilisation. Biotechnol. Lett. 2009, 31, 1639−1650. (57) Rodrigues, R. C.; Godoy, C. A.; Filice, M.; Bolivar, J. M.; PalauOrs, A.; Garcia-Vargas, J. M.; Romero, O.; Wilson, L.; Ayub, M. A. Z.; Fernandez-Lafuente, R.; Guisan, J. M. Reactivation of Covalently Immobilized Lipase from Thermomyces lanuginosus. Process Biochem. 2009, 44, 641−646. (58) Mateo, C.; Palomo, J. M.; Fuentes, M.; Betancor, L.; Grazu, V.; Lopez-Gallego, F.; Pessela, B. C. C.; Hidalgo, A.; Fernandez-Lorente, G.; Fernandez-Lafuente, R.; Guisan, J. M. Glyoxyl Agarose: A Fully Inert and Hydrophilic Support for Immobilization and High Stabilization of Proteins. Enzyme Microb. Tech. 2006, 39, 274−280. (59) Al-Haque, N.; Santacoloma, P. A.; Neto, W.; Tufvesson, P.; Gani, R.; Woodley, J. M. A Robust Methodology for Kinetic Model Parameter 5402 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 ACS Applied Materials & Interfaces Research Article Estimation for Biocatalytic Reactions. Biotechnol. Progr. 2012, 28, 1186− 1196. (60) Eisenthal, R.; Danson, M. J.; Hough, D. W. Catalytic Efficiency and K(cat) /K-M: A Useful Comparator? Trends Biotechnol. 2007, 25, 247−249. (61) Arabaci, G.; Usluoglu, A. Catalytic Properties and Immobilization Studies of Catalase from Malva sylvestris L. J. Chem.−Ny 2013, 2013, 1− 6. (62) Asuri, P.; Bale, S. S.; Karajanagi, S. S.; Kane, R. S. The ProteinNanomaterial Interface. Curr. Opin. Biotech. 2006, 17, 562−568. (63) Asuri, P.; Karajanagi, S. S.; Yang, H. C.; Yim, T. J.; Kane, R. S.; Dordick, J. S. Increasing Protein Stability through Control of the Nanoscale Environment. Langmuir 2006, 22, 5833−5836. (64) Zhang, W. C.; Dai, X. H.; Zhao, Y.; Lu, X. M.; Gao, P. J. Comparison of the Different Types of Surfactants for the Effect on Activity and Structure of Soybean Peroxidase. Langmuir 2009, 25, 2363−2368. (65) McPhail, M. R.; Sells, J. A.; He, Z.; Chusuei, C. C. Charging Nanowalls: Adjusting the Carbon Nanotube Isoelectric Point via Surface Functionalization. J Phys. Chem. C 2009, 113, 14102−14109. (66) Van Gough, D.; Wolosiuk, A.; Braun, P. V. Mesoporous ZnS Nanorattles: Programmed Size Selected Access to Encapsulated Enzymes. Nano Lett. 2009, 9, 1994−1998. (67) Bantleon, R.; Altenbuchner, J.; Vanpee, K. H. Chloroperoxidase from Streptomyces-Lividans - Isolation and Characterization of the Enzyme and the Corresponding Gene. J. Bacteriol. 1994, 176, 2339− 2347. (68) Han, Y. J.; Watson, J. T.; Stucky, G. D.; Butler, A. Catalytic Activity of Mesoporous Silicate-Immobilized Chloroperoxidase. J. Mol. Catal. B−Enzym. 2002, 17, 1−8. (69) Kamal, J. K. A.; Behere, D. V. Activity, Stability and Conformational Flexibility of Seed Coat Soybean Peroxidase. J. Inorg. Biochem. 2003, 94, 236−242. (70) Zobnina, V. G.; Kosevich, M. V.; Chagovets, V. V.; Boryak, O. A.; Vekey, K.; Gomory, A.; Kulyk, A. N. Interactions of Oligomers of Organic Polyethers with Histidine Amino Acid. Rapid Commun. Mass Sp. 2012, 26, 532−540. (71) Sundaramoorthy, M.; Terner, J.; Poulos, T. L. Stereochemistry of the Chloroperoxidase Active Site: Crystallographic and MolecularModeling Studies. Chem. Biol. 1998, 5, 461−473. (72) Libertino, S.; Aiello, V.; Scandurra, A.; Renis, M.; Sinatra, F. Immobilization of the Enzyme Glucose Oxidase on Both Bulk and Porous SiO2 Surfaces. Sensors−Basel. 2008, 8, 5637−5648. (73) Mossavarali, S.; Hosseinkhani, S.; Ranjbar, B.; Mirohaei, M. Stepwise Modification of Lysine Residues of Glucose Oxidase with Citraconic Anhydride. Int. J. Biol. Macromol. 2006, 39, 192−196. (74) Manta, C.; Ferraz, N.; Betancor, L.; Antunes, G.; Batista-Viera, F.; Carlsson, J.; Caldwell, K. Polyethylene Glycol as a Spacer for SolidPhase Enzyme Immobilization. Enzyme Microb. Tech. 2003, 33, 890− 898. (75) Sung, W. J.; Bae, Y. H. A Glucose Oxidase Electrode Based on Polypyrrole with Polyanion/PEG/Enzyme Conjugate Dopant. Biosens. Bioelectron. 2003, 18, 1231−1239. 5403 dx.doi.org/10.1021/am500773g | ACS Appl. Mater. Interfaces 2014, 6, 5393−5403 Applied Surface Science 264 (2013) 261–268 Contents lists available at SciVerse ScienceDirect Applied Surface Science journal homepage: www.elsevier.com/locate/apsusc Effects of acid treatment on structure, properties and biocompatibility of carbon nanotubes Chenbo Dong a , Alan S. Campell a , Reem Eldawud a , Gabriela Perhinschi a , Yon Rojanasakul b , Cerasela Zoica Dinu a,∗ a b Department of Chemical Engineering, West Virginia University, Morgantown, WV 26506, USA Department of Basic Pharmaceutical Sciences, West Virginia University, Morgantown, WV 26506, USA a r t i c l e i n f o Article history: Received 28 July 2012 Received in revised form 25 September 2012 Accepted 28 September 2012 Available online 23 October 2012 Keywords: Nanotubes Acid treatment Structure modification Cytotoxicity Biocompatibility a b s t r a c t Carbon nanotubes (CNTs) are promising to be the next generation of viable tools for bioapplications. Further advances in such bioapplications may depend on improved understanding of CNTs physical and chemical properties as well as control over their biocompatibility. Herein we performed a systematic study to show how acid oxidation treatment changes CNTs physical and chemical properties and leads to improved CNTs biocompatibility. Specifically, by incubating CNTs in a strong acid mixture we created a user-defined library of CNTs samples with different characteristics as recorded using Raman energy dispersive X-ray spectroscopy, atomic force microscopy, or solubility tests. Systematically characterized CNTs were subsequently tested for their biocompatibility in relation to human epithelial cells or enzymes. Such selected examples are building pertinent relationships between CNTs biocompatibility and their intrinsic properties by showing that acid oxidation treatment lowers CNTs toxicity providing feasible platforms to be used for biomedical applications or the next generation of biosensors. © 2012 Elsevier B.V. All rights reserved. 1. Introduction Carbon nanotubes (CNTs) are nanoscale diameter materials of tubular shape and micrometer length with many interesting properties that make them viable candidates for a wide range of applications including electrical circuits [1], hydrogen storage [2], fiber optics [3], and conductive plastics [4]. In recent years, CNTs functionalization with biomolecules such as proteins [5], enzymes [6,7] or nucleic acids [8] opened up exciting bioapplications in biolabeling [9], biosensing [10], drug delivery [11], bioseparation [12] and tissue engineering [13]. However, further development of such bioapplications is hindered by: (1) CNT’s limited available surface area for biomolecule functionalization [14], (2) lack of understanding of CNTs growth mechanisms in uncontaminated forms [15], (3) CNTs structural instability since larger nanotubes are prone to kinking and collapsing [16,17], and (4) CNTs cytotoxicity and associated health risks posed during their manufacturing and processing [18]. These challenges are mainly associated with the fact that as-produced CNTs form large aggregates in liquid ∗ Corresponding author at: Department of Chemical Engineering, West Virginia University, Benjamin M. Statler College of Engineering and Mineral Resources, PO Box 6102, Morgantown, WV 26506, USA. Tel.: +1 304 293 9338; fax: +1 304 293 4139. E-mail address: [email protected] (C.Z. Dinu). 0169-4332/$ – see front matter © 2012 Elsevier B.V. All rights reserved. http://dx.doi.org/10.1016/j.apsusc.2012.09.180 enviroments since their hydrophobic walls are prone to van der Waals interactions [19]. Thus, in order to increase CNTs bioapplications [20] and reduce their aggregation [21] and cytotoxicity [22], it is critical to overcome their intrinsic hydrophobicity and tendency to form conglomerates in solution. Numerous attempts have been made to overcome CNTs hydrophobicity and increase their hydrophilicity; these include gas- [23] and liquid-phase activation [24], and oxidation with strong oxidants including hydrogen peroxide [25], potassium permanganate [26], potassium hydroxide [27], and nitric and/or sulfuric acid [6,7,28]. Among these attempts, nitric and sulfuric acid oxidation is regarded as the most prevalent treatment since it is easy to implement in both laboratory and industrial settings [20]. When CNTs are oxidized with such aggressive acids, their hydrophilicity is increased by the introduction of oxygencontaining functional groups, i.e., carboxyl [29], carbonyl [26,29], and phenol groups [30]. Moreover, during such oxidation treatments amorphous carbon [31] and residual metal catalyst particles are removed, possibly resulting in reduced intrinsic toxicity of CNTs [22]. Despite the fact that wide evaluations of the effects of acid oxidation on CNTs have been carried out, systematic investigations of changes in physical and chemical properties and how such changes can be further employed for increasing CNTs biocompatibility and thus bioapplications are still lacking. Herein we performed a systematic study of the changes in physical and chemical properties of pristine CNTs upon user-controlled 262 C. Dong et al. / Applied Surface Science 264 (2013) 261–268 treatment with nitric and sulfuric acids. Further, we assessed how these changes affect CNTs biocompatibility in relation to cellular and enzymatic systems [6,7,10]. Our hypothesis was that selected biological examples will help build pertinent relationships between CNTs biocompatibility and their intrinsic properties and demonstrate how interface reactions between a biological molecule and the nanomaterial can be further used to provide systems with lower toxicity to be used for selected bioapplications as well as feasible platforms for the next generation of biosensors. 2.5. CNTs solubility measurement 2. Materials and methods The solubility of CNTs (pristine and acids oxidized) was evaluated in di water (pH 6.25) and Phosphate Saline Buffer (PBS, pH 7, 100 mM ionic strength). Briefly, CNTs were diluted in the solvent of interest to yield to a 3 mg/ml solution. The suspension was then centrifuged at 3000 rpm for 5 min; subsequently, part of the supernatant (0.8 ml) was removed and filtered through a 0.2 m GTTP filter membrane. The filter membrane was then dried under vacuum and the amount of CNTs was weighted. The solubility of the CNTs was calculated based on the volume used for suspension and the initial starting amount. 2.1. Acid oxidation of CNTs 2.6. CNTs length measurement Acid oxidation treatment of single- and multi-walled carbon nanotubes (SW- and MWCNTs, respectively) was employed to generate a library of samples with different physical and chemical properties. Specifically, commercial SWCNTs (85% purity, Unidym Inc.) and MWCNTs (95% purity, Nanolab Inc. (PD15L5-20)) were incubated in a concentrated sulfuric (96.4%, Fisher, USA) and nitric acid (69.5%, Fisher, USA) mixture in a ratio of 3:1 (V/V). The CNTs/acids mixture (where CNTs can refer to either SW- or MWCNTs) was subsequently sonicated in an ice bath (Branson 2510, Fisher, USA) for 1, 3, or 6 h, at a constant temperature of 23 ◦ C. When the required time elapsed, CNTs/acids mixture was diluted with deionized (di) water and filtered through a GTTP 0.2 m polycarbonate filter membrane (Fisher, USA). Several cycles of resuspension in di water were employed to remove acidic residues or catalysts. The CNTs were isolated on the filter, subsequently dried in a vacuum desiccator and stored at room temperature for further use. An atomic force microscope (AFM, Asylum Research, USA) was used to evaluate the length of pristine and acids treated CNTs. A Si tip (Asylum Research, 50–90 kHz AC240TS, USA) helped perform tapping mode in air. CNTs samples (i.e., pristine, 1, 3 or 6 h acids oxidized SW and MWCNTs) were dispersed in di water (to yield solutions of 0.1 mg/ml concentration), deposited on mica surfaces (9.5 mm diameter, 0.15–0.21 mm thickness, Electron Microscopy Sciences, USA) and allowed to dry over night under vacuum. Scan images of 10, 5 or 1 (m × m) areas were acquired. For each sample, at least 30 individual CNTs were counted and measured to obtain average length distribution. 2.2. Energy dispersive X-ray analysis (EDX) of CNTs Energy dispersive X-ray analysis (EDX) was used for quantitative elemental analysis of pristine and acid oxidized CNTs. Samples (1 mg/ml in di water) were deposited on silica wafers and dried under vacuum. The experiments were performed on a Hitachi S4700 Field Emission Scanning Electron Microscope (USA) with a S-4700 detector combining secondary (SE) and backscattered (BSE) electron detection (all in a single unit), operating at 20 kV. Results are presented as a percent of elements relative to the most dominant element. 2.3. Scanning Electron Microscopy (SEM) of CNTs Samples (1 mg/ml in di water of both pristine and acid treated CNTs) were dried on silica wafers under vacuum and imaged using a Hitachi S-4700 Field Emission Scanning Electron Microscope (USA) with a field emission at 10 kV. 2.7. Cell culture and treatment with CNTs Non-tumorigenic human bronchial epithelial cells (BEAS-2B) were purchased from American Type Culture Collection (ATCC, USA). The cells were cultured in DMEM medium supplemented with 5% fetal bovine serum (FBS), 2 mM l-glutamine and 100units/ml penicillin/streptomycin (all reagents were purchased from Invitrogen, USA). Cells were passaged weekly using 0.05% trypsin (Invitrogen, USA) and kept in 5% CO2 at 37 ◦ C. Pristine and acids oxidized SWCNTs were dispersed in di water by sonication, filtered through the 0.2 m GTTP filter membrane, resuspended in cellular media and sonicated at room temperature to form stable dispersions. For treatment, BEAS-2B cells were seeded overnight in a 12 well plates (Fisher, USA) at a density of 3.5E5 cells/well, and allowed to reach confluence. Subsequently, the cells were exposed to 100 g/ml SWCNTs; 24 h post exposure, the cells were incubated with 6.5 g/ml Hoechst 33342 dye (Molecular Probes, USA) for 30 min at 37 ◦ C and analyzed for apoptosis by scoring the percentage of cells with intensely condensed chromatin and/or fragmented nuclei using fluorescence microscopy (Leica Microsystems, USA). Approximately 1000 cell nuclei from ten random fields were analyzed for each sample. The apoptotic index was calculated as the percentage of cells with apoptotic nuclei relative to the total number of cells. At least 3 independent trials were performed for each sample. 2.8. Functionalization of CNTs with enzyme 2.4. Raman spectroscopy of CNTs Raman spectroscopy (performed on a Renishaw InVia Raman Spectrometer, CL532-100, 100 mW, USA) allowed determination of the chemical structure and any modifications resulted from the acids oxidation of both pristine and acids treated CNTs. Briefly, CNTs deposited on glass slides (Fisher, USA) were excited through a 20× microscope objective using an Argon ion (Ar+ ) laser beam with a spot size of <0.01 mm2 operating at 514.5 nm. Detailed scans were taken in the 100–3200 cm−1 range; low laser energy (i.e., <0.5 mV) and exposure time of 10 s were used to prevent unexpected heating effects. Soybean peroxidase (SBP, Bioresearch, USA) was covalently attached to 1, 3 or 6 h acid treated MWCNTs using 1-ethyl-3[3-dimethylaminopropyl] carbodiimide hydrochloride (EDC; Acros Organics, USA) and N-hydroxysuccinimide (NHS, Pierce, USA) [32]. Briefly, 2 mg CNTs (MWCNTs) were dispersed in 160 mM EDC and 80 mM NHS (total volume of 2 ml in MES (2-(Nmorpholino)ethanesulfonic acid sodium salt, 50 mM, pH 4.7, Sigma, USA) for 15 min at room temperature with shaking at 200 rpm. The activated MWCNTs were next filtered through the 0.2 m GTTP filter membrane, washed thoroughly with MES buffer to remove any ester residues, immediately dispersed in 2 ml of 1 mg/ml SBP C. Dong et al. / Applied Surface Science 264 (2013) 261–268 solution in PBS (100 mM, pH 7.0) and incubated for 3 h at room temperature at room temperature with shaking at 200 rpm. The resulting SBP–MWCNT conjugates were filtered and washed extensively with PBS to remove any unbound enzyme [32]. The supernatants and washes were collected to quantify enzyme loading. 2.9. Enzyme loading The amount of SBP attached to MWCNTs (i.e., SBP loading) was determined using standard BCA assay kit (Pierce, USA) and subtracting the amount of enzyme washed out in the supernatant and washes from the amount of SBP initially added to the MWCNTs. Briefly, the working reagent (1000 l) was prepared by mixing 50 parts of reagent A with 1 part of reagent B (the reagents are provided with the kit). The mixture of reagents A and B was further added to 50 l solutions of SBP-containing samples (i.e., the samples isolated in the form of the supernatant and washes). The resulting solutions were incubated at 37 ◦ C for 30 min. Absorbance at 562 nm was determined on a spectrophotometer (Fisher, USA). Control calibration curves were prepared by serial dilutions of SBP (free in solution) into the working reagent. 2.10. Enzyme activity assay The activity of SBP was measured by monitoring the oxidation reaction of (2,2 -Azinobis [3-ethylbenzothiazoline-6-sulfonic acid]) (ABTS, Sigma, USA) in the presence of hydrogen peroxide (H2 O2 , Sigma, USA). 20 l of the SBP–MWCNTs conjugates were added to 0.65 ml ABTS solution (0.5 mM final concentration, Pierce, USA) and mixed; subsequently, 20 l H2 O2 solution (0.2 mM final concentration) was added to the sample in order to initiate the reaction. The change in absorbance was monitored spectrophotometrically at 412 nm immediately upon addition of H2 O2 . The initial reaction rate was calculated from the slope of the linear timecourse. The extinction coefficient of the oxidized ABTS product is 32,400 M−1 cm−1 at 412 nm [33]. The activity of the immobilized enzyme is reported as specific activity relative to free enzyme activity. The activity of the free enzyme was determined using an equivalent amount of free enzyme (based on loading data) and the protocol provided above. 2.11. Statistical analysis All results are presented as mean ± standard deviation. 3. Results and discussion We prepared a library of single- and multi-walled carbon nanotubes (SW- and MWCNTs) using liquid phase oxidation with a strong nitric and sulfuric acids mixture [6,7]. The approach is shown in Scheme 1; sonication in the acids mixture attacks the graphene sheets on the C C bands [34], introduces defects and oxidizes the CNTs at the defect sites leading to shorter nanotubes. To reduce the reaction rate of acids attack, the water bath sonicator was maintained at room temperature. The carboxylic acidic groups 263 introduced in SW- and MWCNTs were determined previously using acid–base titrations [35,36] or the formation of a dodecylamine zwitterions [37]. We further investigated the chemical composition of pristine and acids oxidized CNTs using energy dispersive X-ray analysis (EDX) [20,38]. EDX spectra of pristine SW- and MWCNTs are shown in Fig. 1a and b, respectively, as a plot of X-ray counts vs. energy (in keV). The analysis revealed the presence of high contents of carbon (C) and oxygen (O), with iron (Fe) as metal catalyst in both pristine SW- and MWCNTs samples. The energy peaks correspond to the various elements in the sample, with Fe yielding two peaks at 0.70 keV and 6.40 keV [39]. Other elements (e.g., Al, Si, Cl, S, etc.) were also present but in very low amount. The Fe peak was larger for the SWCNTs sample when compared to the MWCNTs one. The difference was reflective of their pristine characteristics since SWCNTs purity was 85% while the purity of pristine MWCNTs was 95%, per manufacturer information (see Section 2). The insets in Fig. 1 show the changes in the O and Fe contents with the acids oxidation treatment time for both SW- and MWCNTs samples. As shown, Fe content decreased with the treatment time for both SW- and MWCNTs samples indicating removal of the metal catalyst. The decrease in the Fe content was more pronounced for the SWCNTs when compared to MWCNTs samples. This is a reflection of the different purities of the two samples chosen in these experiments. For the O content, the change was also dependent on the sample characteristics. The relative low purity SWCNTs samples contain more amorphous carbon [40] than the higher purity MWCNTs [41]. Thus, the acids treatment led to a significant increase of the O content with the acids treatment time for the SWCNTs (Fig. 1a, inset) when compared to a smaller increase for the MWCNTs samples. Fig. 2 shows the SEM images of the pristine and acids treated samples (both SW- and MWCNTs). As shown, user-controlled acids treatment did not lead to significant morphological changes either for SW- (Fig. 2a shows pristine SWCNTs while Fig. 2c shows 6 h acids treated SWCNTs) or MWCNTs (Fig. 2c shows pristine MWCNTs while Fig. 2d shows 6 h treated MWCNTs) samples. The structural changes upon acids treatment of the CNTs samples were investigated using Raman resonance spectroscopy [42–44]. Fig. 3 shows the Raman spectra of pristine and acids treated SW- and MWCNTs. The Raman analysis of the SWCNTs reveals the presence of 4 bands (Fig. 3a), the so-called D (disorder mode) band around 1340 cm−1 , G− and G+ bands at around 1545 cm−1 and 1590 cm−1 respectively, and G band at 2650 cm−1 [22,45]. The Raman analysis of the MWCNTs also reveals the presence of 4 bands (Fig. 3b), with the D band around 1340 cm−1 , G band at 1585 cm−1 , G band at 2650 cm−1 , and another band at 2920 cm−1 [46,47]. The D band around 1340 cm−1 is related to the non-crystalline C species, i.e., defects in the CNTs [48], while the G band observed around 1585 cm−1 is indicative of a high degree of ordering and well-structured C-based structures [42]. The size of the D band relative to the G band can be used as a qualitative measurement for the formation of undesired forms of C [49]. Both pristine and acids treated CNTs (SW- and MWCNTs) have a relatively small D band at around 1350 cm−1 , with the D band being wider and shifted toward higher frequency in the acids treated Scheme 1. Time-dependent incubation of pristine CNTs (SW- and MWCNTs) with a mixture of sulfuric and nitric acids leads to acids oxidized CNTs. 264 C. Dong et al. / Applied Surface Science 264 (2013) 261–268 Fig. 1. EDX elemental analysis of pristine SWCNTs (a) and MWCNTs (b). The insets show the changes in the O and Fe contents with the acids treatment time employed under user-control. samples when compared with the pristine ones. The ratio of intensity of D peak relative to the G peak represents the degree of CNTs functionalization [49]. Higher ID /IG ratio suggests higher level of functionalization (I represents the peak’s relative intensity). D band, G band and ID /IG ratio of the various CNTs samples (both SW- and MWCNTs) are shown in Table 1. The ratio of ID /IG for SWCNTs changed minimally from 0.237 for pristine to 0.263 after 6 h acid treatment. For 1 and 3 h acid oxidized SWCNTs, the ID /IG ratio seemed to have decreased. Previous reports have shown that for relatively low purity CNTs (in this particular example the SWCNT’s purity is 85%; see Section 2) the ID /IG does not provide precise overall information on the sample structure [50], and the ID /IG ratio might be both a reflection of washing away amorphous carbon while simultaneously inducing carboxylic acid groups [20]. Table 1 Relative intensity of representative Raman peaks of pristine and acids treated CNTs. CNT D band position (cm−1 ) G band position (cm−1 ) ID/IG intensity ratio Pristine SWCNTs 1 h cut SWCNTs 3 h cut SWCNTs 6 h cut SWCNTs 1328 1333 1336 1336 1590 1587 1592 1595 0.237 0.195 0.229 0.263 Pristine MWCNTs 1 h cut MWCNTs 3 h cut MWCNTs 6 h cut MWCNTs 1345 1347 1349 1351 1586 1586 1586 1589 0.457 0.783 0.788 0.796 For instance, in the initial 1 h SWCNTs acids oxidation, the effect of washing away amorphous C (which is known to lead to decreased ID /IG [51]) suppressed the effect of adding carboxylic acid groups (which is known to lead to increased ID /IG [52]). However, after 6 h, most of the amorphous C was removed and the ID /IG became indicative only of the degree of functionalization with carboxylic groups. ID /IG for MWCNTs increased from 0.457 for pristine to 0.788 for 3 h, and 0.796 after 6 h acids oxidation. This increase in the level of functionalization has a similar trend to the increase in the O or decrease in the Fe catalyst content as observed through the EDX analyses (Fig. 1). Specifically, for the high purity MWCNTs most of the Fe catalysts are removed during the 3 h treatment time (see inset Fig. 1b) this leading to removal of the defects in the MWCNTs structure. Since defects are where the promotion of the carboxylic groups formation takes place [53], and since for the MWCNTs there was a small decrease in the Fe and a small increase in the O content (Fig. 1b inset) from the 3 h to 6 h treatment time, the ID /IG for MWCNTs will be minimally changed between these time points as indicated in Table 1. Such analyses confirm that the acids oxidation introduced CNTs chemical property changes i.e., added functional free carboxylic acid groups, to both SW- and MWCNTs sample. We further investigated how the degree of CNTs dispersion in water-based environments is influenced by the acids oxidation time. We used two solvents with different pH’s and ionic strengths, i.e., di water (pH 6.25) and Phosphate Saline Buffer (PBS, pH 7, 100 mM). The results (Fig. 4) indicated that the solubility of CNTs C. Dong et al. / Applied Surface Science 264 (2013) 261–268 265 Fig. 2. SEM image of (a) pristine SWCNTs, (b) pristine MWCNTs and (c) 6 h acids treated SWCNTs (d) 6 h acids treated MWCNTs; the scale bar is 1 m. in both di water and PBS was improved upon the acids oxidation, with increased acids oxidation times leading to increased solubility. Generally, pristine and acid oxidized SWCNTs (either 1, 3 or 6 h cut) were more dispersed in PBS when compared to di water (Fig. 4a). MWCNTs did not show a similar trend; specifically, pristine and 1 h cut MWCNTs were more soluble in PBS, however, after longer acids oxidation times (i.e., 3 and 6 h) the solubility was higher in water when compared to PBS (Fig. 4b). The changes in the solubility observed for the MWCNTs samples after longer acids oxidation times are correlated with the changes in the functionality of these samples and number of carboxylic acidic groups being generated. Specifically, longer acids oxidation times will lead to higher number of carboxyl groups being generated (see Figs. 1 and 3). When the MWCNTs acids treated samples are placed in waterbased environments, carboxylate anions groups are generated by the deprotonation of carboxylic acid groups [54]. At high ionic strength, the probability for these anions to form aggregates [55] increases thus leading to the lower solubility observed for the 3 and 6 h acids oxidized MWCNTs placed in PBS when compared to solubility of these samples placed in water. Atomic force microscopy (AFM) and tapping mode [56] was used to analyze the morphology and quantify the length of the CNTs samples. Specifically, cross sectional areas from (10 × 10) to (1 × 1) m × m were scanned to derive the length of at least 30 CNTs/sample (both SW- and MWCNTs; pristine, 1, 3 and 6 h cut). Pristine and acids oxidized CNTs length distributions are shown in Fig. 3. Raman spectra of pristine, 1, 3 and 6 h acids oxidized SWCNTs (a) and MWCNTs (b). 266 C. Dong et al. / Applied Surface Science 264 (2013) 261–268 Fig. 4. Solubility of pristine and acids oxidized SWCNTs (a) and MWCNTs (b) in deionized (di) water and phosphate buffer saline (PBS). Fig. 5. The average length distribution and the standard deviation of SWCNTs (a) and MWCNTs (b) with the acids treatment time. Fig. 5; a general non-linear distribution toward shorter CNTs was observed with the increase in the acids oxidation time. Having established that the acids oxidation influences the chemical and physical properties of pristine CNTs (both SW- and MWCNTs), we proceeded to examine whether user-controlled acids oxidation would also affect CNTs biocompatibility. First, we performed a systematic study on the cellular toxicity resulted from the incubation of immortalized human bronchial epithelial cells with acids oxidized SWCNTs. Previous in vivo studies have shown that cellular exposure to SWCNTs results in macrophages without nuclei [57,58], with SWCNTs inducing chromosome aberration [18]. However, to our knowledge, no studies that looked at the influence of the different acids oxidation times to BEAS-2B immortalized human bronchial epithelial cells have been performed. Moreover, to our knowledge, there is no correlation in the literature on how cellular toxicity depends on the SWCNTs physical and chemical properties as impaired by the acids oxidation time and how such toxicity can be controlled. In our experiments, BEAS-2B cells were exposed to SWCNTs for 24–72 h at Permissible Exposure Limit for particulates not otherwise regulated (i.e., 100 g/ml of SWCNTs, based on previous laboratory exposure levels [58,59]). Fig. 6 shows the percentage of apoptotic BEAS-2B cells upon exposure to SWCNTs; our data shows that the cytotoxicity of the 6 h acids treated SWCNTs is lower than that of pristine SWCNTs. Specifically, the percentage of apoptotic cells for pristine SWCNTs is about 19% while the percentage of apoptotic cells for 6 h acids treated SWCNTs is about 15% upon 72 h incubation. These results are comparable to control cells (cells that have not been exposed to SWCNTs) and they emphasize that user-controlled acids oxidation time can be employed to create a library of sample of SWCNTs that have high biocompatibility with cellular system. We hypothesized that the observed trend is due to the changes in the chemical and physical structure of the SWCNTs upon acid functionalization. Specifically, shorter and more hydrophilic SWCNTs (see our previous EDX and AFM results) would be predominantly taken up by the cells through endocytosis [60], while for the longer SWCNTs the uptake mechanism is predominantly through piercing [61]. Further, the longer SWCNTs once taken up by the cells can localize at the cell nucleus and interfere with the normal progression of cells to Fig. 6. Cytotoxicity of pristine and 6 h acids treated SWCNTs to BEAS-2B human epithelial cells after 24, 48 and 72 h, respectively. C. Dong et al. / Applied Surface Science 264 (2013) 261–268 Table 2 Loading and retained specific activity of immobilized SBP onto acids treated MWCNTs. Sample Loading (mg SBP/mg MWCNTs) Retained specific activity (%) 1 h cut covalent 3 h cut covalent 6 h cut covalent 0.254 ± 0.05 0.282 ± 0.06 0.265 ± 0.15 9.40 ± 1.68 28.18 ± 6.52 33.97 ± 9.82 267 Acknowledgements This work is support by the NSF/CBET 1033266 and NSF/EPS1003907. The authors acknowledge Adrienne McGraw, Chemical Engineering/WVU for her help with EDX/SEM analysis and Dr. Weiqiang Ding/WVNano for his help with Raman analysis. Authors acknowledge use of the WVU Shared Research Facilities. References division [58,60] thus leading to the observed results. In the future, such library can be utilized for instance for the cellular delivery of drugs or molecules of interest [11]. Secondly, we tested the biocompatibility of the CNTs in relation to enzyme immobilization. Enzyme immobilization provides enzyme reutilization and eliminates costly enzyme recovery and purification processes. CNTs have high surface area [62] that facilitates the preparation of enzyme–CNTs conjugates with high enzyme loadings per unit weight of material [63,64] and promote protein activity and stability in strongly denaturing environments [63–67]. A test enzyme, namely soybean peroxidase (SBP) was immobilized through covalent binding onto MWCNTs [64,65,68–73]. Table 2 shows the loading (defined as the amount of the enzyme immobilized onto the MWCNTs) and the retained specific activity of the enzyme after immobilization. Our results show that the physical and chemical properties of the CNTs influence the enzyme loading and retained specific activity. The lowest activity was observed for the SBP immobilized onto the 1 h acids treated MWCNTs, while the activity of SBP immobilized onto 3 and 6 h acids treated MWCNTs showed similar values. The lower activity observed for the SBP immobilized onto 1 h acids oxidized MWCNTs can be attributed to the lower solubility of these CNTs (see Fig. 4b). Specifically, lower solubility of the MWCNTs leads to larger conglomerate formation (due to predominant van der Waals interactions between the MWCNTs hydrophobic walls) thus resulting in a lower surface area exposed for immobilization of SBP. Further, SBP (a 40 kDa molecular weight enzyme) has an isoelectric point of 3.9 [74]; thus, at the working PBS’s pH, the protein will have a negative charge which will lead to stronger interactions with the more hydrophobic substrates of 1 h acids treated MWCNTs when compared to the less hydrophobic 3 and 6 h acids oxidized samples. Stronger binding of the SBP to the substrate will further lead to a reduction in the protein activity [32,74]. Such example demonstrated the utility of creating biocompatible MWCNTs nanosupports for biosensors applications [10]; such enzyme-nanosupport-based application can further be employed for decontamination of bacteria and spores [32]. 4. Conclusion Our results have shown that user-controlled acid oxidation of CNTs led to the formation of a library of samples with different physical and chemical properties. Specifically, we have shown that CNTs oxidation with a nitric and sulfuric acids mixture results in removal of metal catalyst, an increase in the number of functional groups having electron accepting ability, and generation of shorter CNTs with higher solubility in aqueous environments. Our results were confirmed by Raman spectroscopy, SEM, AFM, EDX and solubility tests. Further, we have shown that CNTs acids oxidation improves nanotube biocompatibility as tested by direct incubation with human epithelial cells or with test enzymes. User-controlled design of CNTs biocompatibility can lead to new types of analytical tools for life science and biotechnology [75–77]. [1] F.F. Shao, T.W. Ng, J. Fu, W. Shen, W.Y.L. Ling, Electrical circuits from capillary flow driven evaporation deposition of carbon nanotube ink in non-porous Vgrooves, J. Colloid Interf. Sci. 363 (2011) 425–430. [2] A. Nikitin, X.L. Li, Z.Y. Zhang, H. Ogasawara, H.J. Dai, A. Nilsson, Hydrogen storage in carbon nanotubes through the formation of stable C H bonds, Nano Lett. 8 (2008) 162–167. [3] A. Cusano, M. Consales, A. Crescitelli, M. Penza, P. Aversa, C.D. Veneri, M. Giordano, Charge transfer effects on the sensing properties of fiber optic chemical nano-sensors based on single-walled carbon nanotubes, Carbon 47 (2009) 782–788. [4] M.H.A. Ng, L.T. Hartadi, H. Tan, C.H.P. Poa, Efficient coating of transparent and conductive carbon nanotube thin films on plastic substrates, Nanotechnology 19 (2008). [5] B.D. Holt, K.N. Dahl, M.F. Islam, Cells take up and recover from protein-stabilized single-wall carbon nanotubes with two distinct rates, ACS Nano 6 (2012) 3481–3490. [6] C.Z. Dinu, S.S. Bale, D.B. Chrisey, J.S. Dordick, Manipulation of individual carbon nanotubes by reconstructing the intracellular transport of a living cell, Adv. Mater. 21 (2009) 1182–1186. [7] C.Z. Dinu, I.V. Borkar, S.S. Bale, A.S. Campbell, R.S. Kane, J.S. Dordick, Perhydrolase-nanotube-paint sporicidal composites stabilized by intramolecular crosslinking, J. Mol. Catal. B—Enzym. 75 (2012) 20–26. [8] H. Chen, J. Wang, G. Liang, P. Zhang, J. Kong, A novel exonuclease III aided amplification method for sensitive nucleic acid detection based on single walled carbon nanotube induced quenching, Chem. Commun. 48 (2012) 269–271. [9] D.A. Ho, Beyond the sparkle: the impact of nanodiamonds as biolabeling and therapeutic agents, ACS Nano 3 (2009) 3825–3829. [10] J.C. Claussen, A.D. Franklin, A. ul Haque, D.M. Porterfield, T.S. Fisher, Electrochemical biosensor of nanocube-augmented carbon nanotube networks, ACS Nano 3 (2009) 37–44. [11] A.A. Bhirde, V. Patel, J. Gavard, G.F. Zhang, A.A. Sousa, A. Masedunskas, R.D. Leapman, R. Weigert, J.S. Gutkind, J.F. Rusling, Targeted killing of cancer cells in vivo and in vitro with EGF-directed carbon nanotube-based drug delivery, ACS Nano 3 (2009) 307–316. [12] C. Fernandez-Sanchez, E. Pellicer, J. Orozco, C. Jimenez-Jorquera, L.M. Lechuga, E. Mendoza, Plasma-activated multi-walled carbon nanotube-polystyrene composite substrates for biosensing, Nanotechnology 20 (2009). [13] G. Cellot, E. Cilia, S. Cipollone, V. Rancic, A. Sucapane, S. Giordani, L. Gambazzi, H. Markram, M. Grandolfo, D. Scaini, F. Gelain, L. Casalis, M. Prato, M. Giugliano, L. Ballerini, Carbon nanotubes might improve neuronal performance by favouring electrical shortcuts, Nat. Nanotechnol. 4 (2009) 126–133. [14] L.L. Ji, Y. Shao, Z.Y. Xu, S.R. Zheng, D.Q. Zhu, Adsorption of monoaromatic compounds and pharmaceutical antibiotics on carbon nanotubes activated by KOH etching, Environ. Sci. Technol. 44 (2010) 6429–6436. [15] Y. Kimura, J.A. Nuth, N.M. Johnson, K.D. Farmer, K.P. Roberts, S.R. Hussaini, Synthesis of stacked-cup carbon nanotubes in a metal free low temperature system, Nanosci. Nanotechnol. Lett. 3 (2011) 4–10. [16] M. Amer, A. Bushmaker, S. Cronin, Anomalous kink behavior in the current–voltage characteristics of suspended carbon nanotubes, Nano Res. 5 (2012) 172–180. [17] J.J. Vilatela, J.A. Elliott, A.H. Windle, A model for the strength of yarn-like carbon nanotube fibers, ACS Nano 5 (2011) 1921–1927. [18] L.M. Sargent, A.F. Hubbs, S.H. Young, M.L. Kashon, C.Z. Dinu, J.L. Salisbury, S.A. Benkovic, D.T. Lowry, A.R. Murray, E.R. Kisin, K.J. Siegrist, L. Battelli, J. Mastovich, J.L. Sturgeon, K.L. Bunker, A.A. Shvedova, S.H. Reynolds, Single-walled carbon nanotube-induced mitotic disruption, Mutat. Res. Genet. Toxicol. Environ. Mutagen 745 (2012) 28–37. [19] S. Zhang, T. Shado, S.S. Bekaroglu, T. Karanfil, The impacts of aggregation and surface chemistry of carbon nanotubes on the adsorption of synthetic organic compounds, Environ. Sci. Technol. 43 (2009) 5719–5725. [20] K.A. Wepasnick, B.A. Smith, K.E. Schrote, H.K. Wilson, S.R. Diegelmann, D.H. Fairbrother, Surface and structural characterization of multi-walled carbon nanotubes following different oxidative treatments, Carbon 49 (2011) 24–36. [21] D.H. Marsh, G.A. Rance, M.H. Zaka, R.J. Whitby, A.N. Khlobystov, Comparison of the stability of multiwalled carbon nanotube dispersions in water, Phys. Chem. Chem. Phys. 9 (2007) 5490–5496. [22] A.E. Porter, M. Gass, J.S. Bendall, K. Muller, A. Goode, J.N. Skepper, P.A. Midgley, M. Welland, Uptake of noncytotoxic acid-treated single-walled carbon nanotubes into the cytoplasm of human macrophage cells, Acs Nano 3 (2009) 1485–1492. [23] J.G. Park, S. Li, R. Liang, C. Zhang, B. Wang, Structural changes and Raman analysis of single-walled carbon nanotube buckypaper after high current density induced burning, Carbon 46 (2008) 1175–1183. 268 C. Dong et al. / Applied Surface Science 264 (2013) 261–268 [24] W. Guo, Z.P. Dou, H. Li, Z.J. Shi, H.F. Sun, Y.F. Liu, An efficient strategy for the purification of cloth-like single walled carbon nanotube soot produced by arc discharge, Carbon 48 (2010) 3769–3777. [25] Z.H. Qu, G.J. Wang, Effective chemical oxidation on the structure of multiwalled carbon nanotubes, J. Nanosci. Nanotechnol. 12 (2012) 105–111. [26] L.X. Li, F. Li, The effect of carbonyl, carboxyl and hydroxyl groups on the capacitance of carbon nanotubes, New Carbon Mater. 26 (2011) 224–228. [27] L.F. Chen, H.Q. Xie, Y. Li, A. Yu, Surface chemical modification of multiwalled carbon nanotubes by a wet-mechanochemical reaction, J. Nanomater. 2008 (2008) 1–5, Article ID 783981. [28] Y.R. Shin, I.Y. Jeon, J.B. Baek, Stability of multi-walled carbon nanotubes in commonly used acidic media, Carbon 50 (2012) 1465–1476. [29] B. Smith, K. Wepasnick, K.E. Schrote, A.H. Bertele, W.P. Ball, C. O’Melia, D.H. Fairbrother, Colloidal properties of aqueous suspensions of acid-treated, multiwalled carbon nanotubes, Environ. Sci. Technol. 43 (2009) 819–825. [30] V. Georgakilas, A. Bourlinos, D. Gournis, T. Tsoufis, C. Trapalis, A. Mateo-Alonso, M. Prato, Multipurpose organically modified carbon nanotubes: from functionalization to nanotube composites, J. Am. Chem. Soc. 130 (2008) 8733–8740. [31] V. Datsyuk, M. Kalyva, K. Papagelis, J. Parthenios, D. Tasis, A. Siokou, I. Kallitsis, C. Galiotis, Chemical oxidation of multiwalled carbon nanotubes, Carbon 46 (2008) 833–840. [32] C.Z. Dinu, G. Zhu, S.S. Bale, G. Anand, P.J. Reeder, K. Sanford, G. Whited, R.S. Kane, J.S. Dordick, Enzyme-based nanoscale composites for use as active decontamination surfaces, Adv. Funct. Mater. 20 (2010) 392–398. [33] N.E. Marks, A.S. Grandison, M.J. Lewis, Challenge testing of the lactoperoxidase system in pasteurized milk, J. Appl. Microbiol. 91 (2001) 735–741. [34] G.A. Forrest, A.J. Alexander, A model for the dependence of carbon nanotube length on acid oxidation time, J. Phys. Chem. C 111 (2007) 10792–10798. [35] M.A. Hamon, H. Hu, P. Bhowmik, S. Niyogi, B. Zhao, M.E. Itkis, R.C. Haddon, Endgroup, defect analysis of soluble single-walled carbon nanotubes, Chem. Phys. Lett. 347 (2001) 8–12. [36] H. Hu, P. Bhowmik, B. Zhao, M.A. Hamon, M.E. Itkis, R.C. Haddon, Determination of the acidic sites of purified single-walled carbon nanotubes by acid–base titration, Chem. Phys. Lett. 345 (2001) 25–28. [37] M.W. Marshall, S. Popa-Nita, J.G. Shapter, Measurement of functionalised carbon nanotube carboxylic acid groups using a simple chemical process, Carbon 44 (2006) 1137–1141. [38] N. Kulshrestha, A. Misra, K.S. Hazra, S. Roy, R. Bajpai, D.R. Mohapatra, D.S. Misra, Healing of broken multiwalled carbon nanotubes using very low energy electrons in SEM: a route toward complete recovery, ACS Nano 5 (2011) 1724–1730. [39] R. Kozhuharova, M. Ritschel, D. Elefant, A. Graff, A. Leonhardt, I. Monch, T. Muhl, C.M. Schneider, Synthesis and characterization of aligned Fe-filled carbon nanotubes on silicon substrates, J. Mater. Sci.—Mater. Electron. 14 (2003) 789–791. [40] A. Hirano, T. Tanaka, Y. Urabe, H. Kataura, Purification of single-wall carbon nanotubes by controlling the adsorbability onto agarose gels using deoxycholate, J. Phys. Chem. C 116 (2012) 9816–9823. [41] A.R. Biris, L.P. Dan, E. Dervishi, Z.R. Li, Y. Xu, S. Trigwell, I. Misan, A.S. Biris, Multiwall carbon nanotubes synthesized by RF-CCVD on novel CaO supported catalysts, Phys. Lett. A 372 (2008) 6416–6419. [42] M.S. Dresselhaus, A. Jorio, M. Hofmann, G. Dresselhaus, R. Saito, Perspectives on carbon nanotubes and graphene Raman spectroscopy, Nano Lett. 10 (2010) 751–758. [43] A.K. Mishra, S. Ramaprabhu, Nano magnetite decorated multiwalled carbon nanotubes: a robust nanomaterial for enhanced carbon dioxide adsorption, Energ. Environ. Sci. 4 (2011) 889–895. [44] C.B. Dong, Z.J. Yan, J. Kokx, C.Z. Dinu, D.B. Chrisey, Antibacterial and surfaceenhanced Raman scattering (SERS) activities of AgCl cubes synthesized by pulsed laser ablation in liquid, Appl. Surf. Sci. 258 (2012) 9218–9222. [45] J. Maultzsch, S. Reich, C. Thomsen, S. Webster, R. Czerw, D.L. Carroll, S.M.C. Vieira, P.R. Birkett, C.A. Rego, Raman characterization of boron-doped multiwalled carbon nanotubes, Appl. Phys. Lett. 81 (2002) 2647–2649. [46] E. Dervishi, Z. Li, A.R. Biris, D. Lupu, S. Trigwell, A.S. Biris, Morphology of multi-walled carbon nanotubes affected by the thermal stability of the catalyst system, Chem. Mater. 19 (2007) 179–184. [47] C.W. Yang, X.U. Hu, Y. Zhang, A study of the functionalization on multi-walled carbon nanotubes, in: 2006 1st IEEE International Conference on Nano/Micro Engineered and Molecular Systems, vols. 1–3, 2006, pp. 83–86. [48] M. Kalbac, Y.P. Hsieh, H. Farhat, L. Kavan, M. Hofmann, J. Kong, M.S. Dresselhaus, Defects in individual semiconducting single wall carbon nanotubes: Raman spectroscopic and in situ Raman spectroelectrochemical study, Nano Lett. 10 (2010) 4619–4626. [49] S. Dittmer, N. Olofsson, J.E. Weis, O.A. Nerushev, A.V. Gromov, E.E.B. Campbell, In situ Raman studies of single-walled carbon nanotubes grown by local catalyst heating, Chem. Phys. Lett. 457 (2008) 206–210. [50] K.A. Wepasnick, B.A. Smith, J.L. Bitter, D.H. Fairbrother, Chemical and structural characterization of carbon nanotube surfaces, Anal. Bioanal. Chem. 396 (2010) 1003–1014. [51] L. Shao, G. Tobias, C.G. Salzmann, B. Ballesteros, S.Y. Hong, A. Crossley, B.G. Davis, M.L.H. Green, Removal of amorphous carbon for the efficient sidewall functionalisation of single-walled carbon nanotubes, Chem. Commun. (2007) 5090–5092. [52] M.N. Tchoul, W.T. Ford, G. Lolli, D.E. Resasco, S. Arepalli, Effect of mild nitric acid oxidation on dispersability, size, and structure of single-walled carbon nanotubes, Chem. Mater. 19 (2007) 5765–5772. [53] L.R. Gu, P.J.G. Luo, H.F. Wang, M.J. Meziani, Y. Lin, L.M. Veca, L. Cao, F.S. Lu, X. Wang, R.A. Quinn, W. Wang, P.Y. Zhang, S. Lacher, Y.P. Sun, Single-walled carbon nanotube as a unique scaffold for the multivalent display of sugars, Biomacromolecules 9 (2008) 2408–2418. [54] Y.T. Shieh, G.L. Liu, H.H. Wu, C.C. Lee, Effects of polarity and pH on the solubility of acid-treated carbon nanotubes in different media, Carbon 45 (2007) 1880–1890. [55] Y.T. Shieh, J.Y. Chen, Y.K. Twu, W.J. Chen, The effect of pH and ionic strength on the dispersion of carbon nanotubes in poly(acrylic acid) solutions, Polym. Int. 61 (2012) 554–559. [56] E. Heister, C. Lamprecht, V. Neves, C. Tilmaciu, L. Datas, E. Flahaut, B. Soula, P. Hinterdorfer, H.M. Coley, S.R.P. Silva, J. McFadden, Higher dispersion efficacy of functionalized carbon nanotubes in chemical and biological environments, ACS Nano 4 (2010) 2615–2626. [57] C. Bussy, J. Cambedouzou, S. Lanone, E. Leccia, V. Heresanu, M. Pinault, M. Mayne-I’Hermite, N. Brun, C. Mory, M. Cotte, J. Doucet, J. Boczkowski, P. Launoist, Carbon nanotubes in macrophages: imaging and chemical analysis by X-ray fluorescence microscopy, Nano Lett. 8 (2008) 2659–2663. [58] L.M. Sargent, A.A. Shvedova, A.F. Hubbs, J.L. Salisbury, S.A. Benkovic, M.L. Kashon, D.T. Lowry, A.R. Murray, E.R. Kisin, S. Friend, K.T. McKinstry, L. Battelli, S.H. Reynolds, Induction of aneuploidy by single-walled carbon nanotubes, Environ. Mol. Mutagen 50 (2009) 708–717. [59] A.D. Maynard, P.A. Baron, M. Foley, A.A. Shvedova, E.R. Kisin, V. Castranova, Exposure to carbon nanotube material: aerosol release during the handling of unrefined single-walled carbon nanotube material, J. Toxicol. Environ. Health Part A 67 (2004) 87–107. [60] H. Jin, D.A. Heller, R. Sharma, M.S. Strano, Size-dependent cellular uptake and expulsion of single-walled carbon nanotubes: single particle tracking and a generic uptake model for nanoparticles, ACS Nano 3 (2009) 149–158. [61] S. Pogodin, V.A. Baulin, Can a carbon nanotube pierce through a phospholipid bilayer? ACS Nano 4 (2010) 5293–5300. [62] S. Chakraborty, J. Chattopadhyay, H. Peng, Z. Chen, A. Mukherjee, R.S. Arvidson, R.H. Hauge, W.E. Billups, Surface area measurement of functionalized singlewalled carbon nanotubes, J. Phys. Chem. B 110 (2006) 24812–24815. [63] P. Asuri, S.S. Karajanagi, A.A. Vertegel, J.S. Dordick, R.S. Kane, Enhanced stability of enzymes adsorbed onto nanoparticles, J. Nanosci. Nanotechnol. 7 (2007) 1675–1678. [64] P. Asuri, S.S. Karajanagi, H. Yang, T.J. Yim, R.S. Kane, J.S. Dordick, Increasing protein stability through control of the nanoscale environment, Langmuir 22 (2006) 5833–5836. [65] S.S. Karajanagi, H. Yang, P. Asuri, E. Sellitto, J.S. Dordick, R.S. Kane, Proteinassisted solubilization of single-walled carbon nanotubes, Langmuir 22 (2006) 1392–1395. [66] M.A. Alonso-Lomillo, O. Ruediger, A. Maroto-Valiente, M. Velez, I. Rodriguez-Ramos, F.J. Munoz, V.M. Fernandez, A.L. De Lacey, Hydrogenasecoated carbon nanotubes for efficient H2 oxidation, Nano Lett. 7 (2007) 1603–1608. [67] X. Yu, D. Chattopadhyay, I. Galeska, F. Papadimitrakopoulos, J.F. Rusling, Peroxidase activity of enzymes bound to the ends of single-wall carbon nanotube forest electrodes, Electrochem. Commun. 5 (2003) 408–411. [68] P. Asuri, S.S. Bale, S.S. Karajanagi, R.S. Kane, The protein–nanomaterial interface, Curr. Opin. Biotechnol. 17 (2006) 562–568. [69] P. Asuri, S.S. Karajanagi, E. Sellitto, D.Y. Kim, R.S. Kane, J.S. Dordick, Water-soluble carbon nanotube–enzyme conjugates as functional biocatalytic formulations, Biotechnol. Bioeng. 95 (2006) 804–811. [70] P. Asuri, S.S. Karajanagi, J.S. Dordick, R.S. Kane, Directed assembly of carbon nanotubes at liquid–liquid interfaces: nanoscale conveyors for interfacial biocatalysis, J. Am. Chem. Soc. 128 (2006) 1046–1047. [71] K.A. Joshi, J. Tang, R. Haddon, J. Wang, W. Chen, A. Mulchandani, A disposable biosensor for organophosphorus nerve agents based on carbon nanotubes modified thick film strip electrode, Electroanalysis 17 (2005) 54–58. [72] J. Li, Y.-B. Wang, J.-D. Qiu, D.-C. Sun, X.-H. Xia, Biocomposites of covalently linked glucose oxidase on carbon nanotubes for glucose biosensor, Anal. Bioanal. Chem. 383 (2005) 918–922. [73] N. Jia, L. Liu, Q. Zhou, L. Wang, M. Yan, Z. Jiang, Bioelectrochemistry and enzymatic activity of glucose oxidase immobilized onto the bamboo-shaped CNx nanotubes, Electrochim. Acta 51 (2005) 611–618. [74] W.C. Zhang, X.H. Dai, Y. Zhao, X.M. Lu, P.J. Gao, Comparison of the different types of surfactants for the effect on activity and structure of soybean peroxidase, Langmuir 25 (2009) 2363–2368. [75] Y. Lin, S. Taylor, H. Li, K.A.S. Fernando, L. Qu, W. Wang, L. Gu, B. Zhou, Y.-P. Sun, Advances toward bioapplications of carbon nanotubes, J. Mater. Chem. 14 (2004) 527–541. [76] Y.P. Sun, K. Fu, Y. Lin, W. Huang, Functionalized carbon nanotubes: properties and applications, Acc. Chem. Res. 35 (2002) 1096–1104. [77] R.H. Baughman, A.A. Zakhidov, W.A. de Heer, Carbon nanotubes—the route toward applications, Science 297 (2002) 787–792.
© Copyright 2026 Paperzz