Probing cytoskeletal modulation of passive and active intracellular dynamics using nanobody-functionalized quantum dots
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Abstract
The cytoplasm is a highly complex and heterogeneous medium that is structured by the cytoskeleton. How local transport depends on the heterogeneous organization and dynamics of F-actin and microtubules is poorly understood. Here we use a novel delivery and functionalization strategy to utilize quantum dots (QDs) as probes for active and passive intracellular transport. Rapid imaging of non-functionalized QDs reveals two populations with a 100-fold difference in diffusion constant, with the faster fraction increasing upon actin depolymerization. When nanobody-functionalized QDs are targeted to different kinesin motor proteins, their trajectories do not display strong actin-induced transverse displacements, as suggested previously. Only kinesin-1 displays subtle directional fluctuations, because the subset of microtubules used by this motor undergoes prominent undulations. Using actin-targeting agents reveals that F-actin suppresses most microtubule shape remodelling, rather than promoting it. These results demonstrate how the spatial heterogeneity of the cytoskeleton imposes large variations in non-equilibrium intracellular dynamics.
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Stable microtubules are not static; they display sliding at approximately 0.7 μm/s, active curvature induction, deformation, breaking, and occasional depolymerization.
“We found that, although these MTs were stable, they were far from static and displayed distinct behaviors such as sliding (at ∼0.7 µm/s, Fig. 3, C and F; Video 4), active curvature induction (Fig. 3 E; Video 5), deformation (Fig. S3 A), and breaking (Fig. S3 B), consistent with earlier reports (Xu et al., 2017; Robison et al., 2016; Katrukha et al., 2017).”
From A live-cell marker to visualize the dynamics of stable microtubules throughout the cell cycle (2023) · cites this paper as Katrukha et al., 2017
In Results, under “Kinesin-1-targeted microtubules display undulations” (page unavailable), the paper reports that a subset of stable microtubules changed shape over time through undulation-like motion. The Discussion also describes active shape remodelling. Our copy does not report sliding at approximately 0.7 µm/s, breaking, or occasional microtubule depolymerization; its mention of depolymerization concerns actin. (LLM, conf=0.88)
Experimental — accuracy not yet measuredStable microtubules have a curved appearance.
“A characteristic feature of stable MTs is their curved appearance (Piperno et al., 1987; Friedman et al., 2010; Katrukha et al., 2017).”
From A live-cell marker to visualize the dynamics of stable microtubules throughout the cell cycle (2023) · cites this paper as Katrukha et al., 2017
In Results, ‘Kinesin-1-targeted microtubules display undulations’ (Fig. 3e), the paper reports that the acetylated microtubules preferred by kinesin-1 are highly curved and describes them as a subset of stable microtubules. It does not establish curved appearance as a characteristic of stable microtubules generally. (LLM, conf=0.84)
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Research works printed but not linked: 29
- Hale C. M., Sun S. X. & Wirtz D. Resolving the role of actoymyosin contractility in cell microrheology. PLoS ONE 4, e7054 (2009). 19756147 PMC2737638
- Guo M.. Probing the stochastic, motor-driven properties of the cytoplasm using force spectrum microscopy. Cell 158, 822– 832 (2014). 25126787 PMC4183065
- Fakhri N.. High-resolution mapping of intracellular fluctuations using carbon nanotubes. Science 344, 1031– 1035 (2014). 24876498
- Otten M.. Local motion analysis reveals impact of the dynamic cytoskeleton on intracellular subdiffusion. Biophys. J. 102, 758– 767 (2012). 22385846 PMC3283776
- Kural C.. Kinesin and dynein move a peroxisome in vivo: a tug-of-war or coordinated movement? Science 308, 1469– 1472 (2005). 15817813
- Pierobon P.. Velocity, processivity, and individual steps of single myosin V molecules in live cells. Biophys. J. 96, 4268– 4275 (2009). 19450497 PMC2712235
- Xu K., Babcock H. P. & Zhuang X. Dual-objective STORM reveals three-dimensional filament organization in the actin cytoskeleton. Nat. Methods 9, 185– 188 (2012). 22231642 PMC3304438
- Cai D., McEwen D. P., Martens J. R., Meyhofer E. & Verhey K. J. Single molecule imaging reveals differences in microtubule track selection between Kinesin motors. PLoS Biol. 7, e1000216 (2009). 19823565 PMC2749942
- Vu T. Q., Lam W. Y., Hatch E. W. & Lidke D. S. Quantum dots for quantitative imaging: from single molecules to tissue. Cell Tissue Res. 360, 71– 86 (2015). 25620410 PMC4382208
- Hohng S. & Ha T. Near-complete suppression of quantum dot blinking in ambient conditions. J. Am. Chem. Soc. 126, 1324– 1325 (2004). 14759174
- Rothbauer U.. Targeting and tracing antigens in live cells with fluorescent nanobodies. Nat. Methods 3, 887– 889 (2006). 17060912
- Jolly A. L. & Gelfand V. I. Bidirectional intracellular transport: utility and mechanism. Biochem. Soc. Trans. 39, 1126– 1130 (2011). 21936776 PMC3410738
- Bourdieu L.. Spiral defects in motility assays: a measure of motor protein force. Phys. Rev. Lett. 75, 176– 179 (1995). 10059144
- Pallavicini C.. Lateral motion and bending of microtubules studied with a new single-filament tracking routine in living cells. Biophys. J. 106, 2625– 2635 (2014). 24940780 PMC4070070
- Bicek A. D.. Anterograde microtubule transport drives microtubule bending in LLC-PK1 epithelial cells. Mol. Biol. Cell 20, 2943– 2953 (2009). 19403700 PMC2695801
- Kent I. A., Rane P. S., Dickinson R. B., Ladd A. J. & Lele T. P. Transient pinning and pulling: a mechanism for bending microtubules. PLoS ONE 11, e0151322 (2016). 26974838 PMC4790857
- Di Rienzo C., Gratton E., Beltram F. & Cardarelli F. Fast spatiotemporal correlation spectroscopy to determine protein lateral diffusion laws in live cell membranes. Proc. Natl Acad. Sci. USA 110, 12307– 12312 (2013). 23836651 PMC3725058
- Di Rienzo C., Piazza V., Gratton E., Beltram F. & Cardarelli F. Probing short-range protein Brownian motion in the cytoplasm of living cells. Nat. Commun. 5, 5891 (2014). 25532887 PMC4281647
- Baum M., Erdel F., Wachsmuth M. & Rippe K. Retrieving the intracellular topology from multi-scale protein mobility mapping in living cells. Nat. Commun. 5, 4494 (2014). 25058002 PMC4124875
- Arrio-Dupont M., Cribier S., Foucault G., Devaux P. F. & d'Albis A. Diffusion of fluorescently labeled macromolecules in cultured muscle cells. Biophys. J. 70, 2327– 2332 (1996). 9172756 PMC1225207
- Novak I. L., Kraikivski P. & Slepchenko B. M. Diffusion in cytoplasm: effects of excluded volume due to internal membranes and cytoskeletal structures. Biophys. J. 97, 758– 767 (2009). 19651034 PMC2718152
- Saxton M. J. Wanted: scalable tracers for diffusion measurements. J. Phys. Chem. B 118, 12805– 12817 (2014). 25319586 PMC4234437
- Schwarz N. & Leube R. E. Intermediate filaments as organizers of cellular space: how they affect mitochondrial structure and function. Cells 5, 30 (2016). PMC5040972 27399781
- Li H.. Mapping intracellular diffusion distribution using single quantum dot tracking: compartmentalized diffusion defined by endoplasmic reticulum. J. Am. Chem. Soc. 137, 436– 444 (2015). 25535941
- van Bergeijk P., Adrian M., Hoogenraad C. C. & Kapitein L. C. Optogenetic control of organelle transport and positioning. Nature 518, 111– 114 (2015). 25561173 PMC5063096
- Caussinus E., Kanca O. & Affolter M. Fluorescent fusion protein knockout mediated by anti-GFP nanobody. Nat. Struct. Mol. Biol. 19, 117– 121 (2012). 22157958
- Katrukha E. A.. Electroporation of COS-7 cells and functionalization of QDs. http://dx.doi.org/10.17504/protocols.io.g2mbyc6 (2017). · DOI
- Tarantino N.. TNF and IL-1 exhibit distinct ubiquitin requirements for inducing NEMO-IKK supramolecular structures. J. Cell Biol. 204, 231– 245 (2014). 24446482 PMC3897181
- Katrukha E. A.. Probing cytoskeletal modulation of passive and active intracellular dynamics using nanobody-functionalized quantum dots. Datasets, code and figures. Available at https://doi.org/10.6084/m9.figshare.c.3672244.v1 (2017). PMC5364406 28322225 · DOI
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A live-cell marker to visualize the dynamics of stable microtubules throughout the cell cycle
Jansen, K. I., Iwanski, M. K., Burute, M., & Kapitein, L. C. (2023) · Journal of Cell Biology · doi:10.1083/jcb.202106105 · Cited by 39 · see citing works
Self-citation
- Authors
- Katrukha, E. A., Mikhaylova, M., van Brakel, H. X., van Bergen en Henegouwen, P. M., Akhmanova, A., Hoogenraad, C. C., & Kapitein, L. C.
- Affiliations
- Utrecht University (NL)
- Corresponding author
- Kapitein, Lukas C.
- Venue
- Nature Communications
- Published
- 2017-03-21
- Volume
- 8
- Issue
- 1
- Pages
- 14772-14772
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC5364406
- OpenAlex
- W2952500106
- Cited by
- 80
- References
- 0
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 8 · 2023: 6 · 2022: 8 · 2021: 8 · 2020: 8 · 2019: 11 · 2018: 11 · 2017: 9
- FWCI
- 5.56
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- Informationszentrum Lebenswissenschaften (ZB MED) (submittedVersion, cc-by)
- Funders
- Deutsche Forschungsgemeinschaft (Ml1923/1-1, 1923/1-1)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (865.10.010, NWO-ALW-VICI 865.10.010, 864.12.008, 864.12, 11421, NWO-ALW-VIDI 864.12.008)
- Stichting voor de Technische Wetenschappen (11421, NWO-NANO 11421)
- FP7 Ideas: European Research Council (336291)
- FP7 People: Marie-Curie Actions (FP7-PEOPLE-2011-IEF)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Cell Biology › Microtubule and mitosis dynamics
- Physical Sciences › Materials Science › Materials Chemistry › Quantum Dots Synthesis And Properties
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Biophysics › Advanced Fluorescence Microscopy Techniques
- Keywords
- cytoskeleton, intracellular transport, quantum dots, kinesin-1, microtubule dynamics, F-actin, actin depolymerization, diffusion heterogeneity, nonequilibrium dynamics
- MeSH terms
- Actins, Animals, Biological Transport, Biological Transport, Active, Chlorocebus aethiops, Cytoplasm, Cytoskeleton, Actin Cytoskeleton, Microtubules, Myosins, Kinesins, COS Cells, Quantum Dots
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