* Your assessment is very important for improving the workof artificial intelligence, which forms the content of this project
Download Tetrazine−trans-cyclooctene Mediated Conjugation of Antibodies to
G protein–coupled receptor wikipedia , lookup
Phosphorylation wikipedia , lookup
Signal transduction wikipedia , lookup
Protein (nutrient) wikipedia , lookup
Protein phosphorylation wikipedia , lookup
List of types of proteins wikipedia , lookup
Microtubule wikipedia , lookup
Protein moonlighting wikipedia , lookup
Multi-state modeling of biomolecules wikipedia , lookup
Magnesium transporter wikipedia , lookup
Nuclear magnetic resonance spectroscopy of proteins wikipedia , lookup
Communication pubs.acs.org/bc Tetrazine−trans-cyclooctene Mediated Conjugation of Antibodies to Microtubules Facilitates Subpicomolar Protein Detection Samata Chaudhuri,†,‡ Till Korten,†,‡ and Stefan Diez*,†,‡ † B CUBE Center for Molecular Bioengineering, Technische Universität Dresden, 01069 Dresden, Germany Max Planck Institute of Molecular Cell Biology and Genetics, 01307 Dresden, Germany ‡ S Supporting Information * ABSTRACT: Engineering cargo-loading strategies is crucial to developing nanotechnological applications of microtubule-based biomolecular transport systems. Here, we report a highly efficient and robust bioconjugation scheme to load antibodies to microtubules. Our method takes advantage of the inverse-electrondemand Diels−Alder addition reaction between tetrazine and transcyclooctene: the fastest known bioorthogonal reaction, characterized by its excellent selectivity and biocompatibility. As proof of concept, we performed kinesin-1 gliding motility assays with antibodyconjugated microtubules and demonstrated the highly sensitive detection of fluorescent protein analyte down to 0.1 pM in microliter sample volumes. Importantly, the detection selectivity was retained in the presence of other fluorescent background proteins. We envision the applicability of our fast, simple, and robust conjugation method to a wide range of biosensing platforms based on biomolecular transport systems. T (I)-catalyzed alkyne−azide cycloaddition (CuAAC) classes of “click chemistry” were recently applied to modify MTs.26,27 While the toxicity of copper to gliding motility assays26 precludes the usage of CuAAC reactions for nanotechnological applications, the SPAAC reactions are limited by their slow kinetics (k < 1 M−1 s−1 compared to kon ≈ 105−106 M−1 s−1 for affinity-ligand-based reactions).28,29 For practical applications of bioorthogonal reactions, kinetic rates of k ≈ 103 M−1 s−1 and higher are deemed critical.30 Here, we present a novel bioconjugation strategy to covalently couple antibodies as model cargo to MTs using the recently developed inverse-electron-demand Diels−Alder addition (iEDDA)31,32 reaction between tetrazine and transcyclooctene (TCO) (Scheme 2). Besides retaining the advantages of “click chemistry” (including high reaction specificity and biocompatibility), iEDDA reactions proceed at unprecedented speed (k > 800 M−1 s−1, faster than any other known bioorthogonal reaction) in a wide range of solvents and do not require catalysts. Moreover, the recent commercial availability of a wide range of tetrazine and TCO reagents has made iEDDA reactions a popular choice for bioconjugation applications. Using gliding motility assays with antibodyconjugated MTs gliding on kinesin-coated surfaces, we report the specific detection of fluorescent protein analyte down to 0.1 pM, with excellent selectivity. ransport systems based on biomolecular motors are promising components for developing nanoscale devices1,2 due to their small size, energy efficiency,3 and detection sensitivity.4,5 Recently, first proof-of-principle devices employing kinesin-1 and microtubules (MTs) have been fabricated to transport, sort, detect and manipulate cargo.6−16 In these examples, it became obvious that effective MT-functionalization schemes are crucial for reliable cargo loading. Ideally, such schemes are simple, robust, and applicable to a wide range of cargo. Traditionally, the most common method of cargo attachment to MTs has been biotin−streptavidin linkage,6,7,9,10,12−16 a noncovalent, affinity-ligand-based conjugation scheme. Despite its ubiquitous usage, this method suffers from several limitations, including aggregation due to the multimeric nature of streptavidin,17,18 cargo loss due to a decreased lifetime of the bonds under tension19 as well as at high gliding velocities,20 and reduced velocity of transport.21 The noncovalent biotin−streptavidin interaction is short-ranged and reversible, limiting its practical applications: examples are an almost million fold increase in the dissociation constant (Kd) of biotinylated peptide when streptavidin was attached to beads22 and very transient bond lifetimes of 0.15 to 20 s in the presence of shear forces.23 Covalent bonding can circumvent these drawbacks (Scheme 1). However, early attempts to modify MTs using nonspecific covalent conjugation schemes were found to be limited by undesired side reactions and low reaction efficiencies.11,24,25 To overcome these limitations, highly specific, bioorthogonal conjugation schemes using strainpromoted alkyne−azide cycloadditions (SPAAC) and copper© 2017 American Chemical Society Received: March 1, 2017 Published: March 7, 2017 918 DOI: 10.1021/acs.bioconjchem.7b00118 Bioconjugate Chem. 2017, 28, 918−922 Communication Bioconjugate Chemistry Scheme 1. Comparison of Schemes to Conjugate Antibodies to MTs Using Biotin−Streptavidin (A) and Covalent Bonding (B)a a In (A), the antibodies are attached to the MT via two non-covalent bonds between biotin−streptavidin, each with its characteristic dissociation constant. In (B), the antibodies are attached to the MT via a single covalent bond, yielding a more-stable conjugate. Figure 1. Functionalization of MTs with trans-cyclooctene (TCO). (A) Solvent-accessible NH2-groups of tubulin were modified by TCO−(PEG)4−NHS. (B and C) The presence of TCO groups on the MTs was confirmed by fluorescence microscopy. Fluorescent tetrazine−Cy5 was added in gliding assays containing TCO−MTs (red) and Alexa Fluor 488-labeled control MTs (cyan). Exclusive colocalization of the tetrazine−Cy5 signal (green) to TCO-MTs confirms the specific functionalization of the MTs with TCO. Scale bar 5 μm. See also Supporting Movie 1. (D) TCO functionalization of the MTs, as well as subsequent addition of tetrazine−Cy5 to the TCOMTs, did not affect the gliding velocity of the MTs. Gliding velocity (mean ± standard deviation) of control MT: 721 ± 97 nm/s (n = 233); TCO-MT: 719 ± 150 nm/s (n = 469); TCO-MT + tetrazine− Cy5:743 ± 129 nm/s (n = 368). Scheme 2. Inverse-Electron-Demand Diels−Alder Addition Reaction between trans-Cyclooctene Functionalized Biomolecule A and Methyl-tetrazine Functionalized Biomolecule B ■ control, Alexa Fluor 488-labeled MTs lacking the TCO functionalization. No co-localization of the tetrazine-Cy5 fluorescent signal with these control MTs was observed (Figure 1C). Notably, the TCO−MTs exhibited a similar gliding velocity as the control MTs (Figure 1D), in agreement with previous reports showing that functionalization with small amine-reactive reagents did not significantly affect the gliding motility of MTs.11,24,26 To generate antibody-conjugated MTs (Ab−MTs), we covalently coupled tetrazine-modified mouse IgG antibodies to TCO−MTs using the bioorthogonal iEDDA reaction (Figure 2A). To confirm successful conjugation, 100 nM Alexa Fluor 488 antimouse secondary antibodies were added to Ab−MTs surface-immobilized by antirhodamine antibodies (Figure 2B). Rhodamine−Cy5 co-labeled, non-TCO-functionalized MTs that lacked the tetrazine-modified antibodies were used as control. After 30 min of incubation and subsequent washing, specific co-localization of the fluorescent Alexa Fluor 488 signal from the secondary antibodies with the Ab−MTs confirmed the successful assembly of the Ab−MT (Figure 2C). RESULTS AND DISCUSSION For developing gliding-assay-based applications with functionalized MTs, two important criteria need to be fulfilled: (i) the chemically modified tubulin should retain its ability to polymerize into MTs and (ii) the polymerized MTs, in turn, should retain their ability to glide over the kinesin surface. We first tested the capacity of trans-cyclooctene (TCO) functionalized MTs (TCO-MTs) to fulfill these requirements. We polymerized taxol-stabilized TCO-MTs from a mixture of TCO-modified, rhodamine-modified and unmodified tubulin (Figure 1A). The presence and accessibility of the TCO groups was checked by adding 0.5 μM tetrazine−Cy5 dye to the TCO−MTs gliding on a surface covered by kinesin-1 motors (Figure 1B). After an incubation time of 10 min and washing off of the excess tetrazine−Cy5 dye, the fluorescent Cy5 signal from the tetrazine was found to co-localize with the fluorescent rhodamine signal of the TCO−MTs (Figure 1C). Specificity of tetrazine−Cy5 attachment was verified by similar treatment of 919 DOI: 10.1021/acs.bioconjchem.7b00118 Bioconjugate Chem. 2017, 28, 918−922 Communication Bioconjugate Chemistry Figure 2. Covalent conjugation of tetrazine-modified antibodies to TCO−MTs. (A) Mouse IgG antibodies were modified with tetrazine− (PEG)5−NHS and covalently conjugated to TCO−MTs via iEDDA reaction to assemble antibody-conjugated MTs (Ab−MTs). (B and C) Successful assembly of Ab−MTs was confirmed by fluorescence microscopy. Fluorescent Alexa Fluor 488 antimouse secondary antibodies were added to surface-immobilized Ab−MTs (red) and Cy5-labeled control MTs (cyan). Exclusive colocalization of the Alexa Fluor 488 signal (green) to Ab−MTs confirms the specific conjugation of the tetrazine-modified antibodies to TCO−MTs. The high intensity and distribution of the Alexa Fluor 488 signal indicates high-densitylabeling due to efficient Ab−MT conjugation. Scale bar 10 μm. Figure 3. Detection of fluorescent protein analyte using Ab−MTs. (A) Fluorescent protein analyte (Alexa Fluor 488 antimouse secondary antibodies) was detected by Ab−MTs in gliding motility assays using TIRF microscopy. (B) TIRF images of Ab−MTs (red) transporting fluorescent protein analyte (green) at 0.1, 1, and 10 pM concentrations. Scale bar: 5 μm. (C) Plotting the increase in the fluorescence intensity of the analyte per unit length of Ab−MTs as a function of analyte concentration demonstrates the sensitivity of the detection method down to 0.1 pM (red data). The sensitivity of the assay was not affected by the presence of equal concentrations of background fluorescent protein analyte (Cy3 anti-rabbit antibody; “BG protein”, blue line). Control MTs without conjugated antibodies showed no increase in the fluorescence intensity upon addition of analyte (black line). For each data point, between 127 to 529 MTs were analyzed (mean ± standard deviation). The detected signal on Ab−MTs at 0.1 pM analyte concentration was significantly different from that on the control MTs (Mann−Whitney U = 0, p < 0.0001). The high intensity and uniform distribution of the colocalized signal indicate a high labeling density of the antibodies to the MTs. This can be ascribed to the high reactivity of the iEDDA reaction, enabling an efficient conjugation of the antibodies to the MTs. Additionally, we believe that the presence of the short PEG linkers to both TCO and tetrazine (see the Materials and Methods section) accentuated the conjugation efficiency by increasing the accessibility to the binding sites. Detection of fluorescent protein analyte was performed by using Ab−MTs in gliding motility assays (Figure 3A). Fluorescent Alexa Fluor 488 anti-mouse secondary antibodies were used as model protein analytes to specifically bind to the Ab−MTs. Using total internal reflection fluorescence (TIRF) microscopy, the protein analyte was found to specifically bind to (and to be transported by) the Ab−MTs. After a short incubation incubation time of 10 min, we were able to detect protein analyte at concentrations as low as 0.1 pM using microliter sample volumes (Figure 3B). In our assay, 0.1 pM of analyte corresponds to about 30 000 molecules in the volume of our flow chamber or an average of three molecules per field of view (about 80 μm × 80 μm). Analyte detection at this low concentration demonstrates the high sensitivity of our detection method. Analyte binding and transport was not observed with control MTs that lacked the covalently conjugated antibodies, confirming the selectivity of our method. Additionally, the sensitivity of the detection scheme was unaffected by the presence of equivalent concentrations of fluorescent Cy3 antirabbit secondary antibodies as background proteins (Figure 3C). Our method of analyte detection by gliding Ab−MTs offers several advantages over methods based on surface-immobilized antibodies: first, active transport allows the distinguishing of the specific transport of analyte bound to the gliding MTs from background molecules nonspecifically bound to the surfaces of the detection chamber. Second, as active transport obviates elaborate washing steps, the detection time can be significantly decreased, and robust detection devices working with microliter sample volumes can be fabricated. ■ CONCLUSIONS We employ the fastest known bioorthogonal reaction between tetrazine and trans-cyclooctene to covalently conjugate antibodies to MTs. As proof-of-concept, we use Ab−MTs in gliding motility assays to demonstrate the detection of fluorescent 920 DOI: 10.1021/acs.bioconjchem.7b00118 Bioconjugate Chem. 2017, 28, 918−922 Bioconjugate Chemistry ■ proteins down to 0.1 pM concentration with excellent selectivity. Because antibodies are gold-standard affinity probes, the commercial availability of antibodies allows our method to be extended to the setup of various other biosensing platforms. Moreover, the described conjugation scheme can be easily adapted for loading other types of cargos, as iEDDA reactions have been shown to be compatible with a wide range of biomolecules. Because the iEDDA chemistry is orthogonal to other “click chemistry” schemes, it will open new opportunities for the simultaneous and sequential assembly of multiple modular units to MTs in gliding motility assays. ■ Communication ASSOCIATED CONTENT S Supporting Information * The Supporting Information is available free of charge on the ACS Publications website at DOI: 10.1021/acs.bioconjchem.7b00118. A movie showing gliding motility assay of TCO−MTs (red) and control MTs (blue) after the addition of tetrazine−Cy5 dye (green). (AVI) A movie showing detection of fluorescent protein analyte (green) at various concentrations by Ab−MTs (red). (AVI) ■ MATERIALS AND METHODS AUTHOR INFORMATION Corresponding Author Conjugation of Antibodies to MTs. Lyophilized mouse anti-CD45 IgG antibodies (R&D Biosystems, Germany) were reconstituted in phosphate buffer saline at 2.5 mg/mL and conjugated to NHS−(PEG)5−tetrazine (Jena Biosciences, Germany) at a 5-fold molar excess to give tetrazine-modified antibodies. After overnight incubation at 4 °C, excess NHS− (PEG)5−tetrazine was removed using Zeba spin desalting columns (ThermoFisher). Purified tubulin33 was modified with NHS−(PEG)4−trans-cyclooctene (Jena Biosciences, Germany) based on established protocols.34 Kinesin-1 expressed in insect cells was purified as recently described.35 TCO-MTs were polymerized in BRB80 (80 mM PIPES, 1 mM EGTA, 1 mM MgCl2; pH 6.9), supplemented with 5 mM MgCl2, 1 mM Mg− GTP, and 5% DMSO, at 37 °C from a 4 mg/mL tubulin mixture containing TCO-modified, rhodamine-modified, and unmodified tubulin. Polymerized TCO−MTs were diluted 40 fold and stabilized in BRB80T (BRB80 containing 10 μM taxol). TCO−MTs were concentrated 20-fold by centrifugation through a 60% glycerol cushion, resuspended in BRB80T, and added to an equal volume of tetrazine-modified antibodies. After 15 min of incubation at room temperature, the conjugate mixture was diluted 50 fold to obtain antibody-conjugated MTs. Gliding Motility Assays. MT gliding motility assays were performed as previously described36 in flow cells separated by Parafilm M stripes. A 0.5 mg/mL solution of casein in BRB80 was flowed in and incubated for 2 min. Kinesin-1 solution (12.5 nM) was then added and incubated for 2 min. Finally, a motility solution (1 mM ATP, 20 mM D-glucose, 20 mM glucose oxidase, 10 mM catalase, 10 mM DTT, and 10 μM taxol in BRB80) with the MTs was added. Excess unbound MTs were removed by flushing motility solution without MTs. Image Acquisition and Data Analysis. Imaging was performed using a fluorescence microscopy setup as previously described37 with 100 ms exposure time. Rhodamine, Cy5, and Alexa Fluor 488-labeled MTs were observed using epifluorescence. Fluorescent protein analyte was imaged with 488 nm laser line using total internal reflection fluorescence (TIRF) microscopy. Data analysis was performed using ImageJ, MATLAB, FIESTA,38 and GraphPad Prism. The integrated intensity in the fluorescent protein analyte channel was measured using the MTs as the mask. The same mask was used to read out the background from an adjacent empty area, which was then subtracted from the original signal to obtain background-subtracted fluorescence intensities. *E-mail: [email protected]. ORCID Samata Chaudhuri: 0000-0003-4245-4302 Stefan Diez: 0000-0002-0750-8515 Notes The authors declare no competing financial interest. ■ ACKNOWLEDGMENTS The authors thank Corina Bräuer for technical support, Sumeet Pal Singh for comments on the manuscript, and the entire Diez lab for fruitful discussions. Financial support from the German Research Foundation (Cluster of Excellence Center for Advancing Electronics Dresden and the Dresden International Graduate School for Biomedicine and Bioengineering, DIGSBB) and the European Union Seventh Framework and Horizon 2020 Programs (under grant agreements 613044 (ABACUS) and 732482 (Bio4Comp)) is acknowledged. ■ REFERENCES (1) Hess, H., and Vogel, V. (2001) Molecular shuttles based on motor proteins: active transport in synthetic environments. Rev. Mol. Biotechnol. 82, 67−85. (2) van den Heuvel, M. G. L., and Dekker, C. (2007) Motor proteins at work for nanotechnology. Science 317, 333−6. (3) Howard, J. (1996) The movement of kinesin along microtubules. Annu. Rev. Physiol. 58, 703−729. (4) Katira, P., and Hess, H. (2010) Two-Stage Capture Employing Active Transport Enables Sensitive and Fast Biosensors. Nano Lett. 10, 567−572. (5) Korten, T., Månsson, A., and Diez, S. (2010) Towards the application of cytoskeletal motor proteins in molecular detection and diagnostic devices. Curr. Opin. Biotechnol. 21, 477−88. (6) Hess, H., Clemmens, J., Qin, D., Howard, J., and Vogel, V. (2001) Nano Lett. 1, 235. (7) Diez, S., Reuther, C., Dinu, C., Seidel, R., Mertig, M., Pompe, W., and Howard, J. (2003) Stretching and Transporting DNA Molecules Using Motor Proteins. Nano Lett. 3, 1251−1254. (8) Jia, L., Moorjani, S. G., Jackson, T. N., and Hancock, W. O. (2004) Microscale transport and sorting by kinesin molecular motors. Biomed. Microdevices 6, 67−74. (9) Platt, M., Muthukrishnan, G., Hancock, W. O., and Williams, M. E. (2005) J. Am. Chem. Soc. 127, 15686. (10) Ramachandran, S., Ernst, K.-H., Bachand, G. D., Vogel, V., and Hess, H. (2006) Selective Loading of Kinesin-Powered Molecular Shuttles with Protein Cargo and its Application to Biosensing. Small 2, 330−334. (11) Bachand, G. D., Rivera, S. B., Carroll-Portillo, A., Hess, H., and Bachand, M. (2006) Active Capture and Transport of Virus Particles Using a Biomolecular Motor-Driven, Nanoscale Antibody Sandwich Assay. Small 2, 381−385. 921 DOI: 10.1021/acs.bioconjchem.7b00118 Bioconjugate Chem. 2017, 28, 918−922 Communication Bioconjugate Chemistry (12) Brunner, C., Wahnes, C., and Vogel, V. (2007) Cargo pick-up from engineered loading stations by kinesin driven molecular shuttles. Lab Chip 7, 1263. (13) Hutchins, B. M., Platt, M., Hancock, W. O., and Williams, M. E. (2007) Directing transport of CoFe2O4-functionalized microtubules with magnetic fields. Small 3, 126−31. (14) Lin, C.-T., Kao, M.-T., Kurabayashi, K., and Meyhofer, E. (2008) Self-contained, biomolecular motor-driven protein sorting and concentrating in an ultrasensitive microfluidic chip. Nano Lett. 8, 1041−6. (15) Fischer, T., Agarwal, A., and Hess, H. (2009) A smart dust biosensor powered by kinesin motors. Nat. Nanotechnol. 4, 162−166. (16) Schmidt, C., and Vogel, V. (2010) Molecular shuttles powered by motor proteins: loading and unloading stations for nanocargo integrated into one device. Lab Chip 10, 2195−8. (17) Hess, H., Clemmens, J., Brunner, C., Doot, R., Luna, S., Ernst, K.-H., and Vogel, V. (2005) Molecular self-assembly of “nanowires”and “nanospools” using active transport. Nano Lett. 5, 629−33. (18) Lam, A. T., VanDelinder, V., Kabir, A. M. R., Hess, H., Bachand, G. D., and Kakugo, A. (2016) Cytoskeletal motor-driven active selfassembly in in vitro systems. Soft Matter 12, 988−97. (19) Merkel, R., Nassoy, P., Leung, A., Ritchie, K., and Evans, E. (1999) Energy landscapes of receptor−ligand bonds explored with dynamic force spectroscopy. Nature 397, 50−53. (20) Agarwal, A., Katira, P., and Hess, H. (2009) Millisecond Curing Time of a Molecular Adhesive Causes Velocity-Dependent CargoLoading of Molecular Shuttles. Nano Lett. 9, 1170−1175. (21) Korten, T., and Diez (2008) Setting up roadblocks for kinesin-1: mechanism for the selective speed control of cargo carrying microtubules. Lab Chip 8, 1441. (22) Buranda, T., Lopez, G. P., Keij, J., Harris, R., and Sklar, L. A. (1999) Peptides, antibodies, and FRET on beads in flow cytometry: A model system using fluoresceinated and biotinylated ?-endorphin. Cytometry 37, 21−31. (23) Pierres, A., Touchard, D., Benoliel, A.-M., and Bongrand, P. (2002) Dissecting streptavidin-biotin interaction with a laminar flow chamber. Biophys. J. 82, 3214−23. (24) Soto, C. M., Martin, B. D., Sapsford, K. E., Blum, A. S., and Ratna, B. R. (2008) Toward single molecule detection of staphylococcal enterotoxin B: mobile sandwich immunoassay on gliding microtubules. Anal. Chem. 80, 5433−40. (25) Carroll-Portillo, A., Bachand, M., and Bachand, G. D. (2009) Directed attachment of antibodies to kinesin-powered molecular shuttles. Biotechnol. Bioeng. 104, 1182−8. (26) Früh, S. M., Steuerwald, D., Simon, U., and Vogel, V. (2012) Covalent Cargo Loading to Molecular Shuttles via Copper-free “Click Chemistry. Biomacromolecules 13, 3908−3911. (27) Kleiner, R. E., Ti, S.-C., and Kapoor, T. M. (2013) Site-specific chemistry on the microtubule polymer. J. Am. Chem. Soc. 135, 12520− 3. (28) Agard, N. J., Prescher, J. A., and Bertozzi, C. R. (2004) A StrainPromoted [3 + 2] Azide−Alkyne Cycloaddition for Covalent Modification of Biomolecules in Living Systems. J. Am. Chem. Soc. 126, 15046−15047. (29) Baskin, J. M., Prescher, J. A., Laughlin, S. T., Agard, N. J., Chang, P. V., Miller, I. A., Lo, A., Codelli, J. A., and Bertozzi, C. R. (2007) Copper-free click chemistry for dynamic in vivo imaging. Proc. Natl. Acad. Sci. U. S. A. 104, 16793−7. (30) Devaraj, N. K., and Weissleder, R. (2011) Biomedical applications of tetrazine cycloadditions. Acc. Chem. Res. 44, 816−27. (31) Blackman, M. L., Royzen, M., and Fox, J. M. (2008) Tetrazine ligation: fast bioconjugation based on inverse-electron-demand DielsAlder reactivity. J. Am. Chem. Soc. 130, 13518−9. (32) Devaraj, N. K., Upadhyay, R., Haun, J. B., Hilderbrand, S. A., and Weissleder, R. (2009) Fast and sensitive pretargeted labeling of cancer cells through a tetrazine/trans-cyclooctene cycloaddition. Angew. Chem., Int. Ed. 48, 7013−6. (33) Castoldi, M., and Popov, A. V. (2003) Purification of brain tubulin through two cycles of polymerization-depolymerization in a high-molarity buffer. Protein Expression Purif. 32, 83−8. (34) Hyman, A., Drechsel, D., Kellogg, D., Salser, S., Sawin, K., Steffen, P., Wordeman, L., and Mitchison, T. (1991) Preparation of modified tubulins. Methods Enzymol. 196, 478−85. (35) Korten, T., Chaudhuri, S., Tavkin, E., Braun, M., and Diez, S. (2016) Kinesin-1 Expressed in Insect Cells Improves Microtubule in Vitro Gliding Performance, Long-Term Stability and Guiding Efficiency in Nanostructures. IEEE Trans. Nanobioscience 15, 62−69. (36) Nitzsche, B., Bormuth, V., Bräuer, C., Howard, J., Ionov, L., Kerssemakers, J., Korten, T., Leduc, C., Ruhnow, F., and Diez, S. (2010) Studying kinesin motors by optical 3D-nanometry in gliding motility assays. Methods Cell Biol. 95, 247−71. (37) Grover, R., Fischer, J., Schwarz, F. W., Walter, W. J., Schwille, P., and Diez, S. (2016) Transport efficiency of membrane-anchored kinesin-1 motors depends on motor density and diffusivity. Proc. Natl. Acad. Sci. U. S. A. 113, E7185−E7193. (38) Ruhnow, F., Zwicker, D., and Diez, S. (2011) Tracking single particles and elongated filaments with nanometer precision. Biophys. J. 100, 2820−8. 922 DOI: 10.1021/acs.bioconjchem.7b00118 Bioconjugate Chem. 2017, 28, 918−922