Computational Details Conductances: The conductance of the luminal core region was calculated as: ax lumen G 2 K0 cbulk rlumen , l (S1) where l is the length of one tubulin monomer, taken as 40.5Å, cbulk is the bulk concentration assumed to be 150 mM throughout this study, and rlumen is the radius of the inner lumen. The conductances along the ionic atmospheres adjacent to the inner and outer surfaces of the microtubule were determined by first solving the Poisson-Boltzmann (PB) equation for an electrostatic potential grid (r), and then determining a total number N of positive charges as: N rdr = e bulk q r kB T dr q r 1 dr , kB T bulk (S2) where (r) represents the density of ions with charge q. The Poisson-Boltzmann solver implemented in the 3d PB-PNP program was used to determine maps of electrostatic potential[1--4], as will be described below. These conductances are then given by, G ax surface K NA 13K0 N monomer , 0 Vl l2 (S3) where Nmonomer is the ion count within the condensed counterion atmosphere extending the length of one monomer along the microtubule. To approximate the conductances determining the flow of cations in the radial direction between the outer ionic atmosphere and the bulk, and between the inner ionic atmosphere and the inner lumen respectively, integration of resistive elements corresponding to cylindrical shells with differential widths dL was performed over radial positions L ranging from the radial position of the ion, L*, in the counterion sheath, to the boundary of the outer or inner atmosphere of condensed counterions with width w, and an average was taken over values of L* ranging from the microtubule surface at radial position s to s ± w (where the plus sign should be taken for the outer surface and the minus sign for the inner surface): R rad dL sw L* K0 cL A( L) L*s , s w 1 13 dL2 sw L* K0 N monomer dL , (S4) L *s , s w where c(L) and A(L) are, respectively, the concentration and cross-sectional area at radial position L, and Nmonomer(dL) is the ion count within a differential cylindrical shell extending the length of one monomer along the microtubule. Brownian dynamics: Brownian dynamic calculations were performed on microtubule nanopores of types 1 and 2, created from atomic level models of tubulin isotypes αIV and βI, as described elsewhere [5]. These models were constructed using an in-house VMD [6] script and are representative of microtubules composed of the canonical 13 protofilaments [7]. AMBER format files were obtained from pdb files using the LEAP module of AMBER9 [8], and the system was then centered at the origin using the ptraj module of AMBER9. After writing effective Born radii and partial atomic charges of all atoms from the AMBER03 force field, file formats were then converted to CHARMM-style [9] input files. The protein was placed in an orthorhombic box with dimensions 140.5Å by 110.5Å by 54.5Å. A KCl salt buffer at a bulk concentration of 150mM was implemented. The dielectric constant was set to 2 for the protein and 80 for the surrounding solvent. The electrostatic potential grid around the protein mapping the static field contribution to the multi-ion potential of mean force was created using the PB-PNP program [1,2], first on a coarse grid with 2503 points and a spacing of 1.5 Å, and then on a finer grid using 2503 points and a spacing of 0.75 Å. The accessible surface area based on exclusion radii (Stern radius) was also created using the PB-PNP program to incorporate the repulsive contribution to PMF, and finally Brownian dynamics trajectories were run with the GCMC/BD program [3]. In the GCMC/BD method, random walks of ions are generated with creation and destruction of ions occurring in two outer buffer regions, one on each side of the channel, according to a fixed chemical potential, taken to be -0.187 kcal/mol for K+ and -0.190 kcal/mol for Cl- according to solution of the Ornstein-Zernike equation [1]. These outer regions were placed at from 25.25 to 27.25Å and from -27.25 to -25.25Å, respectively, along the z-axis, which is directed radially through the pore. K+ and Clions were assigned diffusion constants of 0.196 and 0.203 Å2/ps, respectively, in accordance with theoretical and experimental data [1,2]. For each data point corresponding to a different value of the electric field V, 5 independent simulation runs were generated using different values of the random number seed and used to determine average values for currents. Each of these simulations corresponded to a length of 0.3 s and a time step of 15 fs, and followed 3 ns of equilibration using the same time step. C-terminal tails: Atomic level representations of nanopores were used. One molecule of GTP was included on the -tubulin, and one GDP on -tubulin, as well as one Mg2+ ion on each monomer with positions taken from the pdb-listed crystal structures 1TVK [10] or in the case of the non-exchangeable Mg2+, from 1JFF [11]. Protonation states of protein residues were assigned using the PROPKA program [12,13]. A slight modification of the PB-PNP code was introduced to count ions in a box with lateral and longitudinal dimensions equal to those of a monomer, centered on an axis directed through the middle of the nanopore. Literature Cited [1] W. Im, S. Seefeld, and B. Roux, Biophys. J. 79, 788 (2000). [2] W. Im and B. Roux, J. Chem. Phys. 115, 4850 (2001). [3] W. Im and B. Roux, J. Mol. Biol. 322, 851 (2002). [4] M. G. Kurnikova, R. D. Coalson, P. Graf, and A. Nitzan, Biophys. J. 76, 642 (1999). [5] E. J. Carpenter, J. T. Huzil, R. F. Luduena, and J. A. Tuszynski, Eur. Biophys. J. 36, 35 (2006). [6] W. Humphrey, A. Dalke, and K. Schulten, J. Mol. Graph. 14, 33 (1996). [7] H. Li, D. J. DeRosier, W. V. Nicholson, E. Nogales, and K. H. Downing, Structure 10, 1317 (2002). [8] D. A. Case, T. A. Darden, T. E. I. Cheatham, et al, AMBER 9, University of California, University of California, San Francisco, 2006. [9] B. R. Brooks, R. E. Bruccoleri, B. D. Olafson, D. J. States, S. Swaminathan, and M. Karplus, J. Comp. Chem. 4, 187 (1983). [10] J. H. Nettles, H. Li, B. Cornett, J. M. Krahn, J. P. Snyder, and K. H. Downing, Science 305, 866 (2004). [11] J. Lowe, H. Li, K. H. Downing, and E. Nogales, J. Mol. Biol. 313, 1045 (2001). [12] H. Li, A. D. Robertson, and J. H. Jensen, Proteins 61, 704 (2005). [13] D. C. Bas, D. M. Rogers, and J. H. Jensen, Proteins 73, 765 (2008). [14] A. Philippsen, DINO: Visualizing Structural Biology, , http://www.dino3d.org, 2002. [15] N. A. Baker, D. Sept, S. Joseph, M. J. Holst, and J. A. McCammon, Proc. Natl. Acad. Sci. U. S. A. 98, 10037 (2001). Figure Headings. Figure S1: (a) Two kinds of pores in the microtubule lattice, viewed from above, visualized using the VMD program (6) (type 1 on the right and type 2 on the left). The two protofilament sequences are oriented with plus ends to the right. (b) Cut through microtubule pore type 2, viewed down the microtubule axis from the plus end with the luminal side on the bottom using the DINO program [14]. Cl- ions are depicted in red and K+ ions in green. The surface is colored by electrostatic potential, using a grid created with the APBS program [15]. Figure S2: Cationic charge within condensed outer counterion atmosphere versus voltage between ionic atmosphere and bulk, plotted for a one monomer-sized area centered about a pore of type 1 (a), and type 2 (b). Figure S3: (a) Current-voltage relation from GCMC/BD simulation for conductance of anions through the type 1 pore. Conductances of cations and anions through the type 2 pore are shown in parts (b) and (c) respectively. Error bars represent standard deviations over 5 independent data subsets. Figure S4: Time-integrated current (nC) for asymmetric pore conductance plotted against time (ns), with an external voltage of 1mV, and a stochastic voltage of 0mV. The four panels, are from top to bottom, time-integrated current through (a) the bulk solution outside the microtubule, (b) the outer ionic atmosphere of the microtubule, (c) the inner ionic atmosphere of the microtubule, and (d) the rest of the lumen. Figure S5: Time-integrated current (nC) for symmetric pore conductance plotted against time (ns), with an external voltage of 1 mV, and a stochastic voltage of 28mV. Parts (a) - (d) correspond to the same 4 cylindrical regions as in Figure S4. Figure S6: Color plot showing integrated current (nC) as a function of time (ns) and tubulin unit through (a) the bulk solution outside the microtubule, (b) the outer ionic atmosphere of the microtubule, (c) the inner ionic atmosphere of the microtubule, and (d) the rest of the lumen. A stochastic voltage of 28 mV was used, and an external voltage of 1 mV. Figure S7: Current-voltage relations calculated using the circuit model for conductance of cations through the microtubule lumen. The dotted and dashed lines correspond to stochastic voltages of 14mV and 28mV, respectively, with a microtubule length of 30 monomers; the solid and dash-dotted lines correspond to stochastic voltages of 14mV and 28mV, respectively, with a microtubule length of 10 monomers. Fig. S1 (a) Fig S1 (b) Fig. S2 (a) Fig. S2 (b) Fig. S3 (a) Fig. S3 (b) Fig. S3 (c) Fig. S4 Fig. S5 Fig. S6 Fig. S7
© Copyright 2026 Paperzz