Anal Bioanal Chem (2013) 405:413–422 DOI 10.1007/s00216-012-6489-2 ORIGINAL PAPER Determination of colloidal gold nanoparticle surface areas, concentrations, and sizes through quantitative ligand adsorption Manuel Gadogbe & Siyam M. Ansar & Guoliang He & Willard E. Collier & Jose Rodriguez & Dong Liu & I-Wei Chu & Dongmao Zhang Received: 1 August 2012 / Revised: 1 October 2012 / Accepted: 8 October 2012 / Published online: 24 October 2012 # Springer-Verlag Berlin Heidelberg 2012 Abstract Determination of the true surface areas, concentrations, and particle sizes of gold nanoparticles (AuNPs) is a challenging issue due to the nanoparticle morphological irregularity, surface roughness, and size distributions. A ligand adsorption-based technique for determining AuNP surface areas in solution is reported. Using a watersoluble, stable, and highly UV–vis active organothiol, 2mercaptobenzimidazole (MBI), as the probe ligand, we demonstrated that the amount of ligand adsorbed is proportional to the AuNP surface area. The equivalent spherical AuNP sizes and concentrations were determined by combining the MBI adsorption measurement with Au3+ quantification of Electronic supplementary material The online version of this article (doi:10.1007/s00216-012-6489-2) contains supplementary material, which is available to authorized users. M. Gadogbe : S. M. Ansar : D. Zhang (*) Department of Chemistry, Mississippi State University, Mississippi State, Starkville, MS 39762, USA e-mail: [email protected] W. E. Collier Tuskegee University, Tuskegee, AL 36088, USA J. Rodriguez Mississippi State Chemical Laboratory, Mississippi State, Starkville, MS 39762, USA G. He : D. Liu Department of Mechanical Engineering, University of Houston, N207 Engineering Building 1, Houston, TX 77204-4006, USA I.-W. Chu Department of Chemical Engineering, Mississippi State University, Mississippi State, Starkville, MS 39762, USA aqua regia-digested AuNPs. The experimental results from the MBI adsorption method for a series of commercial colloidal AuNPs with nominal diameters of 10, 30, 50, and 90 nm were compared with those determined using dynamic light scattering, transmission electron microscopy, and localized surface plasmonic resonance methods. The ligand adsorption-based technique is highly reproducible and simple to implement. It only requires a UV–vis spectrophotometer for characterization of in-house-prepared AuNPs. Keywords Gold nanoparticle (AuNP) . Ligand adsorption . Surface area . Particle size Introduction Colloidal gold nanoparticles (AuNPs) have found applications in many areas including catalysis [1–4], drug delivery [5, 6], imaging [7], and bio-sensing [8, 9] because they exhibit unique chemical, catalytic, and electromagnetic properties. These properties depend on the size, shape, and composition of the AuNPs. Knowledge about AuNP size, surface area, and concentration is vital to determine and understand the correlation between AuNP structure and function. For instance, Wang et al. observed that endocytosis of AuNPs, modified with single-stranded DNA for targeting of cancer cells, depends on the size of the nanoparticles. It was observed that endocytosis decreases with increasing size of AuNPs [10]. Alkilany and Murphy showed that nanoparticle size plays an important role in the rate and extent of cellular uptake [11]. Also, the catalytic activity of AuNPs is critically dependent on particle size [12–14]. Current methods for determining AuNP size can be divided into several subcategories. The first is light scattering 414 methods that include dynamic light scattering (DLS), static light scattering (SLS) [15–17], and small-angle X-ray scattering [18]. The second category is the microscopy method including atomic force microscopy (AFM), transmission electron microscopy (TEM) [19], and scanning electron microscopy (SEM). The third is the localized surface plasmonic resonance (LSPR) method, which takes advantage of the fact that the LSPR features of AuNPs depend on the size, shape, and concentration of the AuNPs [20–22]. A more recent method is electrospray-differential mobility analysis (ES-DMA) that involves the conversion of AuNP suspension into the gas phase using electrospray ionization. In ESDMA, the charged particles are sorted based on their electrical mobility and the number average diameter is measured after counting [23–25]. While TEM, SEM, and AFM images allow direct AuNP visualization [19, 26, 27], these measurements require tedious sample preparation, sophisticated equipment, and lengthy and often subjective data analysis to determine particle size and size distribution. Since only a small population of the nanoparticles is probed, the results are statistically less representative [27]. One key advantage of light scattering (e.g., DLS) and LSPR-based methods is their ability to probe the AuNP in situ, that is, the AuNP in solution, eliminating the tedious sample preparation required for imaging-based methods. Unfortunately, DLS and SLS suffer from poor robustness and accuracy. For example, large uncertainties in particle size analysis can occur in both DLS and SLS induced by variations in the viscosity and refractive index of the solvent, particulate contaminants in the sample, and fluctuations in the solution temperature. Although DLS proves to be a useful tool for monitoring slow aggregation processes, Khlebtsov et al. reported that false peaks appear in the size range of 5–10 nm in DLS measurements of colloidal AuNPs [17]. This was attributed to rotational diffusion of nonspherical particles with sizes greater than 30–40 nm [17]. A critical limitation of the LSPR method is its insensitivity to small changes in particle size, which is particularly problematic for AuNPs smaller than 35 nm in diameter [28]. Theoretical calculations have shown that the change in the peak LSPR wavelength is less than 5 nm when the particle size changes from 5 to 35 nm in diameter [28]. Because of their limited reliability, light scattering and LSPR methods are better suited to study gross changes in AuNP sizes induced by AuNP aggregation and protein/AuNP binding than to determine the exact particle size. Although ES-DMA can measure very small particle sizes (d<5 nm), the method requires expensive instrumentation [23]. Accurate surface area values are crucial when studying the molecular-level ligand interaction with AuNPs. However, compared to determining particle size, quantifying AuNP surface area is much more challenging. Colloidal AuNPs are rarely perfectly spherical or monodispersed, as evident from M. Gadogbe et al. the published TEM images [29–31]. They are polycrystalline containing different crystal facets with junctions, vertices, and defects [32–36]. These low to subnanometer surface features are difficult to account for with imaging methods such as TEM and SEM, or other existing particle sizing methods, but they can have significant impact on the nanoparticle surface areas. Our hypothesis is that more realistic values for the true AuNP surface areas can be estimated with molecular probes that have small cross sections (<1 nm2/molecule, for example) on the AuNPs. Reported herein is a ligand adsorption method for determining the surface areas, concentrations, and sizes of colloidal AuNPs, using 2-mercaptobenzimidazole (MBI) as the probe ligand. While ligand adsorption methods have been used for determining the exposed surface area of AuNPs (e.g., AuNP catalysts supported on solid substrates) [37–39], these methods have, to our knowledge, not been applied to AuNPs in solution. A recent report by Elzey et al. showed that the ligand packing density of the organothiol 3mercaptopropionic acid (MPA) on AuNPs is size independent for AuNPs of 5, 10, 30, 60, and 100 nm in diameter [40]. This suggests that ligand adsorption can be a reliable method for quantification of the AuNP surface areas and determination of the AuNP sizes. Several factors led to choosing MBI as the probe ligand. The first is the high binding affinity of MBI with AuNPs. Previous research from our group revealed that MBI binds bidentately with AuNPs at neutral pH with a binding constant of 4.44±(1.29)×106 M−1 [41]. The high binding affinity of MBI is important to ensure that saturation ligand binding on the AuNPs can be achieved without using a large excess of MBI, thereby reducing the cost of chemical reagents and minimizing the potential environmental impact of this experimental scheme. Using this Langmuir binding constant, it can be shown that a 95 % monolayer MBI packing can be achieved when the excess MBI is as low as 5 μM in solution [41]. Secondly, MBI has excellent solubility and stability in water. MBI solutions of up to ≈1 mM can be readily prepared in water, and there is no detectable change in UV–vis spectra after 8 months of sample storage (data not shown). Thirdly, the amount of MBI adsorbed can be readily quantified by UV–vis spectroscopy, one of the most reliable and commonly available analytical techniques. MBI has a relatively strong UV–vis absorbance at 300 nm with a molar absorptivity of 27,400 M−1 cm−1. Finally, MBI has a small footprint on the AuNP. On the basis of the saturation packing density of 0.574±0.006 nmol/cm2, we recently reported for MBI on AuNPs of nominal size of 13 nm by assuming a spherical shape of the AuNPs [41]; the footprint of MBI on AuNP is 0.29 nm2 per molecule. This small footprint is critical for detecting subnanometer AuNP surface roughness. Determination of colloidal gold nanoparticle surface areas 415 Principles of the methodology The general principles for the determination of the surface area and particle size of AuNPs using quantitative ligand adsorption are outlined below. After mixing a known volume of AuNP solution with a known amount of MBI, the MBI/AuNP mixture sat at room temperature to allow the MBI-adsorbing AuNP to aggregate and settle. The excess MBI that remained free in the supernatant was quantified by UV–vis spectroscopy. The amount of MBI adsorbed per milliliter of AuNP solution, ΓMBI (nanomoles per milliliter of AuNP solution), was determined as the difference between the amount of MBI added and the excess MBI in the supernatant. The surface area afforded per milliliter of AuNP solution (in square centimeters per milliliter of AuNP solution) is then calculated using Eq. 1 S¼ Γ MBI PMBI ð1Þ where PMBI (0.574 nmol/cm2) is the MBI packing density on AuNPs. The equivalent spherical particle diameter DAuNP (in nanometers), that is the diameter of the AuNPs that are assumed perfectly spherical and monodispersed, can be calculated with Eq. 2. Derivation of this equation is shown in the supporting information. dAu (19.3 g/cm3) is the density of gold and a060 was obtained from unit conversions. The total gold ion content (CAu3+ in parts per million) is experimentally quantified by inductively coupled plasma optical emission spectroscopy (ICP-OES) after digestion of a known volume of AuNP solution with aqua regia. DAuNP ¼ aPMBI C Au3þ Γ MBI d Au ð2Þ The AuNP concentrations can also be easily calculated using Eq. 3. Derivation of this equation is shown in supporting information. The results of this ligand adsorption method are compared with those obtained using the DLS, LSPR, and TEM methods for a series of commercial citrate-capped AuNPs with nominal particle sizes of 10, 30, 50, and 90 nm in diameter. CAuNP ¼ 3:17 103 CAu3þ 3 DAuNP dAu ð3Þ Experimental section Chemicals and equipment All chemicals, including MBI (M 3205), were obtained from Sigma-Aldrich. UV–vis measurements were made with a Fisher Scientific Evolution 300 UV– visible spectrophotometer. Centrifugation was performed using a bench top Fisher Scientific centrifuge (Fisher 21000R). An ICP-OES (Varian 715-ES) was used for Au3+ quantification. Sonication was performed using a Branson sonifier 250. Nanopure water was used throughout the experiment. While the solution of citrate-capped AuNPs with a nominal diameter of 13 nm was synthesized in-house, the citrate-capped AuNPs with nominal sizes of 10, 30, 50, and 90 nm in diameter were obtained from Nanocomposix, Inc. AuNP synthesis The in-house AuNP solution was prepared using the citrate reduction method [42]. Briefly, 0.0788 g of gold (III) chloride trihydrate (HAuCl4·3H2O) was added to 200 mL of Nanopure water, and then the solution was brought to a boil. Twenty milliliters of 38.8 mM trisodium citrate dihydrate was added, and the resulting solution was boiled under constant rapid stirring for 20 min before cooling to room temperature. AuNP titration of MBI solution The in-house-synthesized AuNP solution was concentrated five times by centrifugation using the bench top centrifuge at 8,000 rpm and 20 °C for 1 h. Four MBI/AuNP samples were prepared by titrating 1 mL of concentrated AuNP solution into 1 mL of MBI (159.3 μM) using a burette at four different rates (≈1 drop/s, ≈1 drop/6 s, ≈1 drop/24 s, and ≈1 drop/600 s, respectively) at room temperature. The MBI solutions were stirred during the entire titration process. The solutions were covered with paraffin to ensure no significant solvent evaporation during the titration process. A fifth sample was prepared by adding the entire 1 mL AuNP solution directly into the 1 mL MBI solution. After preparation of the MBI/AuNP mixtures, the samples were incubated overnight (≈15 h) to allow the MBIadsorbing AuNP aggregates to settle. The concentration of free MBI (unbound) in each sample was quantified by taking the UV–vis spectrum of its supernatant. The amount of MBI adsorbed was calculated as the difference between the amount of MBI added into each sample and that of the free MBI in the supernatant. pH dependence of the MBI adsorption The pH dependence of MBI adsorption onto the AuNPs was investigated over a pH range of 5 to 8. After adjusting the pH of the AuNP solutions to the desired pH levels, 1 mL of MBI solution (57 μM) was mixed with an equal volume of each AuNP solution, and the resulting solution was briefly vortexed and left to sit at room temperature overnight (≈15 h). Three replicate measurements were carried out for the AuNP solutions at each pH. The amount of MBI adsorbed was calculated as the difference between the amount of MBI added and the amount of free MBI in the supernatant. AuNP concentration dependence of MBI adsorption The linearity of the MBI adsorption with the AuNP concentration 416 or surface area was demonstrated with the citrate-capped commercial 30 nm AuNP solution. Briefly, the AuNP solution was concentrated four times by centrifugation using the bench top centrifuge at 5,500 rpm and 20 °C for 45 min. The concentrated AuNP solution was then sonicated for ≈15 min to redisperse any aggregated nanoparticles that might form during centrifugation. Five different concentrations of AuNP solutions were prepared at room temperature by mixing the concentrated AuNP solution with water in volume ratios (AuNP/water) of 1:4, 1:1.5, 1:0.67, 1:0.25, and 1:0, respectively. The UV–vis spectra for the resulting solutions, shown in Fig. S1 in the Electronic supplementary material, confirmed that no AuNP aggregation was induced by AuNP concentration or dilution. One milliliter of each of the five concentrations of AuNP solutions was mixed with 1 mL of MBI (49.5 μM). The AuNP/MBI mixtures were incubated overnight (≈15 h), and the free MBI in the supernatant was quantified by UV–vis spectroscopy at a wavelength of 300 nm. Three replicates were prepared for each concentration of AuNP solution. AuNP digestion and Au3+ quantification Briefly, a known volume of AuNP solution was mixed with an equal volume of aqua regia solution (Warning: Aqua regia solution is extremely corrosive and reactive. Care is needed in its preparation and usage). Complete dissolution of the AuNPs was observed within ≈30 min of the sample incubation. The Au3+ concentration in the resulting solution was analyzed using ICP-OES at emission wavelengths of 267.594 and 242.794 nm. A calibration curve for Au3+ content from 0 to 100 mg/L was established for ICP-OES analysis using Fisher single-element gold standard (ICP-MS/ICP-AES). The ICP-OES method was also applied to determine the percent conversion of Au3+ to AuNPs in the AuNP synthesis. Briefly, 6 mL of the in-house-synthesized AuNP solution was taken and aggregated using a sufficient amount of solid KCl. After AuNP settlement, 5 mL of the supernatant was taken and diluted to 10 mL with water. The resulting solution was analyzed for any detectable Au3+. To calculate the percent conversion, the concentration of Au3+ in this solution was compared with the concentration of Au3+ in a sample where the whole sample was digested and analyzed for Au3+ content. TEM imaging analysis Two TEM image analysis methods were used to determine AuNP sizes. The first was an undisclosed technique that the vendor used to determine the AuNP sizes. The second method is a cross-section perimeter integration (CSPI) method which was based on the image processing algorithms by Ziou and Tabbone [43] and Otsu [44]. The general procedures of the CSPI method are outlined as follows. By comparing the gray value of each individual image pixel with a threshold value, the TEM M. Gadogbe et al. images were first converted into binary images (black and white) where a black pixel represents a portion of AuNP and a white pixel represents the background. The threshold value was determined automatically from the method suggested by Otsu which evaluates the gray value histogram of the original image [44]. Then the surface area of the individual AuNP was calculated by integrating the differential surface elements at all cross-section locations along the outer profile of the image (shown in Fig. 1), assuming that the cross sections are circular. The advantage of this CSPI method is that the AuNP does not have to be perfectly spherical, as long as the cross section of the AuNP can be approximated to be circular (Fig. 1). After determining the surface areas of individual AuNPs, the average equivalent spherical AuNP diameter D is determined using Eq. 4 sffiffiffiffi S DCSPI ¼ ð4Þ p where S is the average surface area of the AuNPs analyzed using the CSPI method. The concentration of the AuNP solution is determined with Eq. 3 shown in the “Principles of the methodology” section. Results and discussion AuNP titration of MBI Our previous research demonstrated that MBI binding induces rapid AuNP aggregation resulting in complete AuNP settlement within 3 to 4 h of sample Fig. 1 Scheme of CSPI determination of AuNP surface area using AuNP TEM images. Circles (a–c) correspond to the cross section at points i–k, respectively, along the horizontal axis shown in red. The AuNP surface area is calculated by integrating the perimeters (shown in red in circles a–c) of all the cross sections along the selected axis Determination of colloidal gold nanoparticle surface areas Fig. 2 Amount of MBI adsorbed onto AuNPs (nominal size of 13 nm) in samples where 1 mL of in-house AuNP solution was titrated into 1 mL MBI solution at different titration rates. a Simultaneous AuNP/ MBI mixing, b ≈1 drop/s, c ≈1 drop/6 s, d ≈1 drop/24 s, and e ≈1 drop/ 600 s. The concentration of MBI is 0.16 mM. The volume fraction of AuNPs in the AuNP/MBI mixtures is ≈0.5. The as-synthesized AuNP solution was concentrated five times before the experiment. The dashed line shows the mean of the results preparation in a typical 4-mL vial [45]. This can compromise the accuracy of this ligand adsorption-based method if the AuNPs aggregate before MBI reaches saturation adsorption and the nanoparticle junctions between the aggregated AuNPs become inaccessible for further MBI adsorption. To investigate such a possibility, a series of AuNP titration experiments described in the Experimental section were conducted to investigate the interplay between AuNP aggregation and MBI adsorption. Slow titration of MBI with AuNPs is expected to slow the rate of AuNP aggregation and maximize MBI adsorption onto AuNPs if AuNP aggregation has a significant effect on MBI adsorption. Our experimental data showed that the amount of adsorbed MBI is essentially independent of the rate of mixing of the MBI/AuNP solutions (Fig. 2). The amount of adsorbed MBI is the same regardless of whether the 1 mL of AuNP solution is added into 1 mL of MBI solution at once, or added dropwise with a total titration time for more than 12 h (≈ 1 drop per 600 s). This result implies that either MBI has reached near saturation adsorption before AuNP aggregation or the fraction of the AuNP junction area that is inaccessible for further MBI adsorption is insignificant. The fact that the AuNP aggregation and settlement has no significant Table 1 Amount of MBI adsorbed at different pH values of AuNP/ MBI mixtures pH of AuNP/ MBI mixture 5.3 6.2 7.2 8.2 417 Fig. 3 AuNP concentration dependence of MBI adsorbed onto AuNPs. The AuNP solutions were prepared by mixing the concentrated 30-nm AuNPs with water to yield AuNP volume fractions from 0.2 to 1 (Detailed information is in the “Experimental section”). Inset: UV–vis spectra of supernatants of the MBI binding solutions with AuNP volume fractions of (a to f) 1, 0.8, 0.6, 0.4, 0.2, and a control (MBI mixed with water) impact on the MBI adsorption offers a significant advantage for this ligand adsorption-based surface area measurement ΓMBI (nmol/mL AuNP solution) 16.2±0.5 15.7±0.4 16.3±0.4 16.8±0.5 Fig. 4 UV–vis spectra and TEM images of commercial AuNPs with diameters; a 10, b 30, c 50, and d 90 nm. The scale bars for the top two images are 30 nm while the scale bars for the bottom two are 100 nm 418 M. Gadogbe et al. Table 2 MBI adsorbed onto the AuNPs and concentration of Au3+ after aqua regia AuNP digestion Nominal size (nm) 10 30 50 90 In-house AuNP ΓMBI (nmol/mL AuNP solution) CAu3+ (ppm) 7.9±0.5 3.0±0.1 2.0±0.1 1.2±0.1 15.7±0.4 43.1 45.3 45.9 49.0 84.0 volume fraction of AuNPs indicates that this ligand adsorption method can be used to predict the AuNP surface area afforded by AuNPs in the sample volume or the nanoparticle concentration if the equivalent AuNP size is known. AuNP surface areas, sizes, and concentrations Figure 4 shows the UV–vis spectra and the TEM images of the series of commercial citrate-capped AuNPs with nominal sizes of 10, 30, 50, and 90 nm in diameter. It is apparent from the TEM images that the AuNPs are neither strictly spherical nor monodispersed. Particles having a size difference as large as 2-fold in diameter can be readily observed for AuNPs with nominal sizes of 30, 50, and 90 nm, respectively, whereas the size distribution of the 10-nm AuNPs is relatively narrow. The amount of MBI adsorbed onto the AuNPs and Au3+ ion concentrations of the digested AuNPs for both the commercial and inhouse-prepared AuNPs are shown in Table 2. These were determined according to the procedures described in the experimental sections. Tables 3, 4, and 5 show the equivalent spherical particle sizes, AuNP concentrations, and AuNP surface areas afforded by 1 mL colloidal AuNP solutions of the commercial AuNPs determined using the MBI adsorption, TEM, DLS, and LSPR methods. The MBI packing density of 0.574 ± 0.006 nmol/cm2 determined in our recent work [41] was used in the calculation of the MBI adsorption-based AuNP sizes. The LSPR particle sizes were determined from the peak UV–vis absorption wavelength (λSPR) using the formula reported by Haiss et al. [28], while the LSPR AuNP concentrations were calculated according to Liu et al. [46]. It should be noted that the equivalent spherical particle size and AuNP concentration for this MBI adsorption method are calculated on the assumption that all the nanoparticles are spherical and monodispersed, which is the same assumption used by the current AuNP LSPR method. technique because it allows convenient separation of excess MBI from the AuNP/MBI aggregates. Since the amount of adsorbed MBI is independent of the rate of AuNP/MBI mixing, AuNPs and MBI were mixed simultaneously in all our subsequent ligand binding studies. pH dependence of the MBI adsorption It was found that citrate-reduced AuNPs are slightly acidic, and the pH varies from 5.8 to 6.8 for AuNPs with particle sizes from 10 to 50 nm in diameter (data not shown). Previous research from our lab indicates that MBI saturation packing density on AuNPs is statistically the same in the pH 7 and pH 12 solutions, but is different for a pH 2 solution in which MBI adopted a thione tautomeric form on the AuNP surface [41]. In this study, we further determine the possible pH dependence of MBI adsorption onto AuNPs in the pH range that is most relevant in practical AuNP characterizations (Table 1). The results show that the amounts of MBI adsorbed onto AuNPs are essentially the same over the entire investigated pH range (over three pH units), indicating the applicability of this MBI adsorption method for general AuNP characterization. Linearity of MBI adsorption To validate this ligand adsorption method, we studied the AuNP concentration dependence of MBI adsorption (Fig. 3). The near perfect linear correlation between the amounts of MBI adsorbed and the Table 3 Average equivalent spherical diameter of AuNPs (in nanometers) Nominal size (nm) TEMa TEMb MBI DLSc DLSd 10 30 50 10.1±0.7 32.0±3.3 49.6±6.4 8.8±0.6 25.5±3.0 38.4±6.2 9.7±0.6 26.7±0.9 40.2±2.0 11.6±2.9 31.5±3.1 46.7±3.6 19.3±4.2 39.9±2.5 54.1±3.1 10 30.9 51 90 90.5±8.0 73.0±7.9 71.7±4.1 67.9±17.8 97.9±8.6 93 a TEM particle sizes provided by the vendors b TEM CSPI method c DLS particle sizes based on mass histogram d DLS particle sizes based on intensity histogram LSPR Determination of colloidal gold nanoparticle surface areas 419 Table 4 Concentration of equivalent spherical AuNPs (in nanomoles per liter) Nominal size (nm) TEMa TEMb MBI DLSc DLSd LSPR 10 30 50 90 6.9±1.4 0.2±0.1 0.1±0.02 0.01±0.003 10.4±2.1 0.4±0.2 0.1±0.06 0.02±0.007 7.8±1.5 0.4±0.04 0.1±0.02 0.02±0.004 4.5±3.4 0.2±0.07 0.07±0.01 0.03±0.02 1.0±0.6 0.1±0.02 0.05±0.008 0.01±0.002 8.18 0.22 0.022 0.005 Calculated using the particle sizes determined with a TEM particle sizes provided by the vendors b TEM CSPI method c DLS based on mass histogram d DLS based on intensity histogram The particle sizes, AuNP concentrations, and AuNP surface areas per unit volume obtained with different techniques vary widely, illustrating the difficulties in reliable AuNP characterization. The differences are particularly large for the 30, 50, and 90-nm citrate-capped AuNPs where the polydispersities are relatively high. These differences can be attributed to the inherent bias associated with different techniques. For example, the DLS particle sizes (Table 3) are consistently larger than those obtained with other techniques. This may be related to the fact that DLS measures the hydrodynamic radius of the AuNP and its surface adsorbates. Because the AuNP surface is usually coated with citrate or other stabilizing agent in the solution, DLS measurement is expected to give larger particle sizes. The deviation of the DLS results, in particular the ones obtained with intensity histograms from that of TEM, might also have resulted from the artifacts related to DLS measurement procedure or data analysis. The relatively larger LSPR particle sizes are not surprising either as the molar extinction coefficients of larger nanoparticles are significantly higher than those of smaller nanoparticles. Importantly, the results obtained from the TEM analysis using the CSPI method and the MBI adsorption method are remarkably similar for all the AuNPs we tested. The largest relative difference between the particle sizes from these two methods is less than 10 %. In addition, AuNP surface areas per unit volume of AuNP solutions determined with these two methods are consistently larger than that obtained with other techniques with the only exception being the DLS result for the 90-nm AuNP. This result provides critical cross validation of these two analytical methods. It should not be surprising because by design the CSPI method and ligand adsorption method can both accommodate some morphological irregularity of the AuNPs. However, compared to the TEM CSPI method, the MBI adsorption technique is much simpler to implement. The excellent agreement between the TEM CSPI results and that obtained with MBI ligand adsorption Table 5 Surface area of AuNPs in per unit volume (in square centimeters per milliliter) Nominal size (nm) TEMa TEMb MBI DLSc DLSd 10 30 50 90 13.3±1.8 4.4±0.9 2.9±0.7 1.7±0.3 15.1±2 5.5±1.3 3.7±1.2 2.1±0.4 13.8±0.9 5.3±0.2 3.6±0.2 2.1±0.1 11.5±6 4.5±0.9 3.1±0.5 2.2±1.2 7.0±3.0 3.5±0.4 2.6±0.3 1.6±0.3 Calculated using the particle sizes determined with a TEM particle sizes provided by the vendors b TEM CSPI method c DLS based on mass histogram d DLS based on intensity histogram LSPR 13.4 4.6 2.8 1.6 420 method indicates that the MBI packing density on the AuNPs is independent of the particle size of AuNPs in the size range from 10 to 100 nm in diameter. This result is consistent with what was reported by Elzey et al. who demonstrated that the packing densities of MPA on AuNPs are the same for AuNPs in the size range from 5 to 100 nm [40]. MBI and MPA adsorption results suggest that the difference in the curvature of AuNPs with diameter equal to or larger than 5 nm does not have significant impact on the organothiol packing density. This result is not surprising, given the subsquare-nanometer footprint of MBI and MPA on the AuNP surfaces [40, 41]. Characterization of the in-house-synthesized AuNPs The in-house-prepared AuNP solution (Fig. 5) was characterized with the MBI adsorption method and ICP-OES determination of the Au3+ concentration, and the results were compared with data obtained using the other techniques (Table 6). Again, TEM analysis by CSPI and the MBI adsorption method give the smallest particle size and highest AuNP surface area per unit volume of AuNP solution. The MBI adsorption method can be drastically simplified for characterization of in-house-prepared AuNPs by eliminating the aqua regia AuNP digestion and the ICPOES Au3+ concentration determination. Indeed, the total Au content of the AuNPs can be approximated as the amount of Au3+ used for synthesis. Under our experimental conditions, about 97 % of the Au3+ added into the AuNP synthesis solution was converted to AuNPs (data not shown), which is consistent with previous reports [47]. It is important to note that it can be erroneous to use the weight of HAuCl4·3H2O to calculate the concentration of the Au3+ because of the hygroscopicity of HAuCl4·3H2O. Instead, one should use the UV– vis absorbance of the HAuCl4·3H2O solution to determine the Au3+ concentration. A molar absorptivity of 2.56 × 103 M−1 cm−1 at 290 nm was determined for HAuCl4·3H2O with solutions in the concentration range Fig. 5 UV–vis spectrum and TEM image for in-house-synthesized AuNP solution. The scale bar represents 25 nm M. Gadogbe et al. Table 6 Particle size, AuNP concentration, and AuNP surface area of in-house-prepared AuNP solution Methods Particle size (nm) AuNP concentrations (nM) Surface area per unit volume AuNP (cm2/mL) TEMa MBI DLSb DLSc LSPR 10.2±1.3 9.5±0.2 12.6±1.2 15.9±2.2 12.6 13.0±5.0 16.0±1.0 6.9±2.0 3.4±1.4 7.89 25.6±7.0 27.4±0.8 20.7±4.0 16.4±5.0 20.7 a TEM CSPI b DLS particle size based on mass histogram c DLS particle size based on intensity histogram from 0.25 to 0.5 mM (Electronic supplementary material, Fig. S2). This value is similar to that estimated from the reported UV–vis spectrum of the HAuCl 4·3H 2O solution at 290 nm [48]. Conclusion Determination of the true surface area of colloidal AuNPs is difficult with existing particle sizing techniques due to the AuNP morphological irregularity, broad size distribution, and surface roughness. Large discrepancies exist in the particle sizes, concentrations, and surface areas determined with existing particle sizing techniques (DLS, TEM, and LSPR). The MBI adsorption method presented in this work likely provides a more accurate estimation of the true AuNP surface area because of its capability to accommodate variations in AuNP morphology, shape, and size distributions. The main uncertainty with this approach likely lies in the saturation MBI packing density on AuNPs that is needed for estimation of the AuNP surface area. Unfortunately, we do not have a commonly agreed on AuNP standard that allows precise determination of ligand packing density. Nevertheless, the organothiol adsorption has been used extensively for determination of the exposed surface areas of AuNPs immobilized on solid substrates [37–39]. 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