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Sarpangala N, Randell B, Gopinathan A, Kogan O. Tunable intracellular transport on converging microtubule morphologies. BIOPHYSICAL REPORTS 2024; 4:100171. [PMID: 38996867 PMCID: PMC11345624 DOI: 10.1016/j.bpr.2024.100171] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 07/03/2024] [Accepted: 07/05/2024] [Indexed: 07/14/2024]
Abstract
A common type of cytoskeletal morphology involves multiple microtubules converging with their minus ends at the microtubule organizing center (MTOC). The cargo-motor complex will experience ballistic transport when bound to microtubules or diffusive transport when unbound. This machinery allows for sequestering and subsequent dispersal of dynein-transported cargo. The general principles governing dynamics, efficiency, and tunability of such transport in the MTOC vicinity are not fully understood. To address this, we develop a one-dimensional model that includes advective transport toward an attractor (such as the MTOC) and diffusive transport that allows particles to reach absorbing boundaries (such as cellular membranes). We calculated the mean first passage time (MFPT) for cargo to reach the boundaries as a measure of the effectiveness of sequestering (large MFPT) and diffusive dispersal (low MFPT). We show that the MFPT experiences a dramatic growth, transitioning from a low to high MFPT regime (dispersal to sequestering) over a window of cargo on-/off-rates that is close to in vivo values. Furthermore, increasing either the on-rate (attachment) or off-rate (detachment) can result in optimal dispersal when the attractor is placed asymmetrically. Finally, we also describe a regime of rare events where the MFPT scales exponentially with motor velocity and the escape location becomes exponentially sensitive to the attractor positioning. Our results suggest that structures such as the MTOC allow for the sensitive control of the spatial and temporal features of transport and corresponding function under physiological conditions.
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Affiliation(s)
| | - Brooke Randell
- University of California, Santa Cruz, Santa Cruz, California
| | | | - Oleg Kogan
- Queens College of CUNY, Queens, New York.
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2
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Bensel BM, Previs SB, Bookwalter C, Trybus KM, Walcott S, Warshaw DM. Kinesin-1-transported liposomes prefer to go straight in 3D microtubule intersections by a mechanism shared by other molecular motors. Proc Natl Acad Sci U S A 2024; 121:e2407330121. [PMID: 38980901 PMCID: PMC11260143 DOI: 10.1073/pnas.2407330121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2024] [Accepted: 05/24/2024] [Indexed: 07/11/2024] Open
Abstract
Kinesin-1 ensembles maneuver vesicular cargoes through the three-dimensional (3D) intracellular microtubule (MT) network. To define how such cargoes navigate MT intersections, we first determined how many kinesins from an ensemble on a lipid-based cargo simultaneously engage a MT, and then determined the directional outcomes (straight, turn, terminate) for liposome cargoes at perpendicular MT intersections. Run lengths of 350-nm diameter liposomes decorated with up to 20, constitutively active, truncated kinesin-1 KIF5B (K543) were longer than single motor transported cargo, suggesting multiple motor engagement. However, detachment forces of lipid-coated beads with ~20 kinesins, measured using an optical trap, showed no more than three simultaneously engaged motors, with a single engaged kinesin predominating, indicating anticooperative MT binding. At two-dimensional (2D) and 3D in vitro MT intersections, liposomes frequently paused (~2 s), suggesting kinesins simultaneously bind both MTs and engage in a tug-of-war. Liposomes showed no directional outcome bias in 2D (1.1 straight:turn ratio) but preferentially went straight (1.8 straight:turn ratio) in 3D intersections. To explain these data, we developed a mathematical model of liposome transport incorporating the known mechanochemistry of kinesins, which diffuse on the liposome surface, and have stiff tails in both compression and extension that impact how motors engage the intersecting MTs. Our model predicts the ~3 engaged motor limit observed in the optical trap and the bias toward going straight in 3D intersections. The striking similarity of these results to our previous study of liposome transport by myosin Va suggests a "universal" mechanism by which cargoes navigate 3D intersections.
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Affiliation(s)
- Brandon M. Bensel
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT05405
| | - Samantha Beck Previs
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT05405
| | - Carol Bookwalter
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT05405
| | - Kathleen M. Trybus
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT05405
| | - Sam Walcott
- Department of Mathematical Sciences, and Bioinformatics and Computational Biology, Worcester Polytechnic Institute, Worcester, MA01609
| | - David M. Warshaw
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT05405
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3
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Nguyen T, Narayanareddy BRJ, Gross SP, Miles CE. Competition between physical search and a weak-to-strong transition rate-limits kinesin binding times. PLoS Comput Biol 2024; 20:e1012158. [PMID: 38768214 PMCID: PMC11142708 DOI: 10.1371/journal.pcbi.1012158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/31/2024] [Accepted: 05/10/2024] [Indexed: 05/22/2024] Open
Abstract
The self-organization of cells relies on the profound complexity of protein-protein interactions. Challenges in directly observing these events have hindered progress toward understanding their diverse behaviors. One notable example is the interaction between molecular motors and cytoskeletal systems that combine to perform a variety of cellular functions. In this work, we leverage theory and experiments to identify and quantify the rate-limiting mechanism of the initial association between a cargo-bound kinesin motor and a microtubule track. Recent advances in optical tweezers provide binding times for several lengths of kinesin motors trapped at varying distances from a microtubule, empowering the investigation of competing models. We first explore a diffusion-limited model of binding. Through Brownian dynamics simulations and simulation-based inference, we find this simple diffusion model fails to explain the experimental binding times, but an extended model that accounts for the ADP state of the molecular motor agrees closely with the data, even under the scrutiny of penalizing for additional model complexity. We provide quantification of both kinetic rates and biophysical parameters underlying the proposed binding process. Our model suggests that a typical binding event is limited by ADP state rather than physical search. Lastly, we predict how these association rates can be modulated in distinct ways through variation of environmental concentrations and physical properties.
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Affiliation(s)
- Trini Nguyen
- Center for Complex Biological Systems, University of California, Irvine, Irvine, California, United States of America
| | | | - Steven P. Gross
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, California, United States of America
- Department of Physics, University of California, Irvine, Irvine, California, United States of America
| | - Christopher E. Miles
- Department of Mathematics, University of California, Irvine, Irvine, California, United States of America
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4
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Labastide JA, Quint DA, Cullen RK, Maelfeyt B, Ross JL, Gopinathan A. Non-specific cargo-filament interactions slow down motor-driven transport. THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER 2023; 46:134. [PMID: 38127202 DOI: 10.1140/epje/s10189-023-00394-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 12/07/2023] [Indexed: 12/23/2023]
Abstract
Active, motor-based cargo transport is important for many cellular functions and cellular development. However, the cell interior is complex and crowded and could have many weak, non-specific interactions with the cargo being transported. To understand how cargo-environment interactions will affect single motor cargo transport and multi-motor cargo transport, we use an artificial quantum dot cargo bound with few (~ 1) to many (~ 5-10) motors allowed to move in a dense microtubule network. We find that kinesin-driven quantum dot cargo is slower than single kinesin-1 motors. Excitingly, there is some recovery of the speed when multiple motors are attached to the cargo. To determine the possible mechanisms of both the slow down and recovery of speed, we have developed a computational model that explicitly incorporates multi-motor cargos interacting non-specifically with nearby microtubules, including, and predominantly with the microtubule on which the cargo is being transported. Our model has recovered the experimentally measured average cargo speed distribution for cargo-motor configurations with few and many motors, implying that numerous, weak, non-specific interactions can slow down cargo transport and multiple motors can reduce these interactions thereby increasing velocity.
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Affiliation(s)
- Joelle A Labastide
- Department of Physics, University of Massachusetts, 710 North Pleasant Street, Amherst, MA, 01003-9337, USA
| | - David A Quint
- Department of Physics, University of California, Merced, 5200 North Lake Rd, Merced, CA, 95343, USA
- NSF-CREST: Center for Cellular and Biomolecular Machines (CCBM), University of California Merced, Merced, USA
- Lawrence Livermore National Laboratory, Livermore, CA, 94550, USA
| | - Reilly K Cullen
- Department of Physics, University of Massachusetts, 710 North Pleasant Street, Amherst, MA, 01003-9337, USA
- Division of Basic and Translational Biophysics, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH, Bethesda, MD, USA
| | - Bryan Maelfeyt
- Department of Physics, University of California, Merced, 5200 North Lake Rd, Merced, CA, 95343, USA
- NSF-CREST: Center for Cellular and Biomolecular Machines (CCBM), University of California Merced, Merced, USA
| | - Jennifer L Ross
- Department of Physics, University of Massachusetts, 710 North Pleasant Street, Amherst, MA, 01003-9337, USA.
- Department of Physics, Syracuse University, Crouse Drive, Syracuse, NY 13104, USA.
| | - Ajay Gopinathan
- Department of Physics, University of California, Merced, 5200 North Lake Rd, Merced, CA, 95343, USA.
- NSF-CREST: Center for Cellular and Biomolecular Machines (CCBM), University of California Merced, Merced, USA.
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Bensel BM, Previs S, Bookwalter C, Trybus KM, Walcott S, Warshaw DM. "Spatial Relationships Matter: Kinesin-1 Molecular Motors Transport Liposome Cargo Through 3D Microtubule Intersections In Vitro". BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.12.01.569616. [PMID: 38076816 PMCID: PMC10705568 DOI: 10.1101/2023.12.01.569616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Abstract
Kinesin-1 ensembles maneuver vesicular cargoes through intersections in the 3-dimensional (3D) intracellular microtubule (MT) network. To characterize directional outcomes (straight, turn, terminate) at MT intersections, we challenge 350 nm fluid-like liposomes transported by ~10 constitutively active, truncated kinesin-1 KIF5B (K543) with perpendicular 2-dimensional (2D) and 3D intersections in vitro. Liposomes frequently pause at 2D and 3D intersections (~2s), suggesting that motor teams can simultaneously engage each MT and undergo a tug-of-war. Once resolved, the directional outcomes at 2D MT intersections have a straight to turn ratio of 1.1; whereas at 3D MT intersections, liposomes more frequently go straight (straight to turn ratio of 1.8), highlighting that spatial relationships at intersections bias directional outcomes. Using 3D super-resolution microscopy (STORM), we define the gap between intersecting MTs and the liposome azimuthal approach angle heading into the intersection. We develop an in silico model in which kinesin-1 motors diffuse on the liposome surface, simultaneously engage the intersecting MTs, generate forces and detach from MTs governed by the motors' mechanochemical cycle, and undergo a tug-of-war with the winning team determining the directional outcome in 3D. The model predicts that 1-3 motors typically engage the MT, consistent with optical trapping measurements. Modeled liposomes also predominantly go straight through 3D intersections over a range of intersection gaps and liposome approach angles, even when obstructed by the crossing MT. Our observations and modeling offer mechanistic insights into how cells might tune the MT cytoskeleton, cargo, and motors to modulate cargo transport.
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Affiliation(s)
- Brandon M Bensel
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT 05405
| | - Samantha Previs
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT 05405
| | - Carol Bookwalter
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT 05405
| | - Kathleen M Trybus
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT 05405
| | - Sam Walcott
- Department of Mathematical Sciences, Worcester Polytechnic Institute, Worcester, MA 01609
| | - David M Warshaw
- Department of Molecular Physiology and Biophysics, University of Vermont Larner College of Medicine, Burlington, VT 05405
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6
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D'Souza AI, Grover R, Monzon GA, Santen L, Diez S. Vesicles driven by dynein and kinesin exhibit directional reversals without regulators. Nat Commun 2023; 14:7532. [PMID: 37985763 PMCID: PMC10662051 DOI: 10.1038/s41467-023-42605-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 10/16/2023] [Indexed: 11/22/2023] Open
Abstract
Intracellular vesicular transport along cytoskeletal filaments ensures targeted cargo delivery. Such transport is rarely unidirectional but rather bidirectional, with frequent directional reversals owing to the simultaneous presence of opposite-polarity motors. So far, it has been unclear whether such complex motility pattern results from the sole mechanical interplay between opposite-polarity motors or requires regulators. Here, we demonstrate that a minimal system, comprising purified Dynein-Dynactin-BICD2 (DDB) and kinesin-3 (KIF16B) attached to large unilamellar vesicles, faithfully reproduces in vivo cargo motility, including runs, pauses, and reversals. Remarkably, opposing motors do not affect vesicle velocity during runs. Our computational model reveals that the engagement of a small number of motors is pivotal for transitioning between runs and pauses. Taken together, our results suggest that motors bound to vesicular cargo transiently engage in a tug-of-war during pauses. Subsequently, stochastic motor attachment and detachment events can lead to directional reversals without the need for regulators.
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Affiliation(s)
- Ashwin I D'Souza
- B CUBE - Center for Molecular Bioengineering, TU Dresden, Dresden, Germany
| | - Rahul Grover
- B CUBE - Center for Molecular Bioengineering, TU Dresden, Dresden, Germany
| | - Gina A Monzon
- B CUBE - Center for Molecular Bioengineering, TU Dresden, Dresden, Germany
- Center for Biophysics, Department of Physics, Saarland University, Saarbrücken, Germany
| | - Ludger Santen
- Center for Biophysics, Department of Physics, Saarland University, Saarbrücken, Germany.
| | - Stefan Diez
- B CUBE - Center for Molecular Bioengineering, TU Dresden, Dresden, Germany.
- Cluster of Excellence Physics of Life, TU Dresden, Dresden, Germany.
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany.
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7
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Nguyen T, Narayanareddy BJ, Gross SP, Miles CE. ADP release can explain spatially-dependent kinesin binding times. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.11.08.563482. [PMID: 37986962 PMCID: PMC10659338 DOI: 10.1101/2023.11.08.563482] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/22/2023]
Abstract
The self-organization of cells relies on the profound complexity of protein-protein interactions. Challenges in directly observing these events have hindered progress toward understanding their diverse behaviors. One notable example is the interaction between molecular motors and cytoskeletal systems that combine to perform a variety of cellular functions. In this work, we leverage theory and experiments to identify and quantify the rate-limiting mechanism of the initial association between a cargo-bound kinesin motor and a microtubule track. Recent advances in optical tweezers provide binding times for several lengths of kinesin motors trapped at varying distances from a microtubule, empowering the investigation of competing models. We first explore a diffusion-limited model of binding. Through Brownian dynamics simulations and simulation-based inference, we find this simple diffusion model fails to explain the experimental binding times, but an extended model that accounts for the ADP state of the molecular motor agrees closely with the data, even under the scrutiny of penalizing for additional model complexity. We provide quantification of both kinetic rates and biophysical parameters underlying the proposed binding process. Our model suggests that most but not every motor binding event is limited by their ADP state. Lastly, we predict how these association rates can be modulated in distinct ways through variation of environmental concentrations and spatial distances.
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Affiliation(s)
- Trini Nguyen
- Center for Complex Biological Systems, University of California, Irvine, Irvine, CA 92697
| | | | - Steven P. Gross
- Center for Complex Biological Systems, University of California, Irvine, Irvine, CA 92697
- Department of Developmental and Cell Biology, University of California, Irvine, Irvine, CA 92697
- Department of Physics and Astronomy, University of California, Irvine, Irvine, CA 92697
- Department of Biomedical Engineering, University of California, Irvine, Irvine, CA 92697
| | - Christopher E. Miles
- Center for Complex Biological Systems, University of California, Irvine, Irvine, CA 92697
- Department of Mathematics, University of California, Irvine, Irvine, CA 92697
- Center for Multiscale Cell Fate, University of California, Irvine, Irvine, CA 92697
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Yadav S, Sen A, Kunwar A. Cargo transport properties are enhanced by cylindrical microtubule geometry and elliptical contact zone on cargo surface. J Theor Biol 2023; 565:111466. [PMID: 36924988 DOI: 10.1016/j.jtbi.2023.111466] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Revised: 02/18/2023] [Accepted: 03/09/2023] [Indexed: 03/17/2023]
Abstract
Molecular motors are responsible for carrying cellular transport of various membranous vesicles or organelles along cytoskeletal tracks. Transport of cellular cargos require high forces that are generated by motors working in groups. Hence, the properties of cargo transport can be modulated by varying various parameters such as cargo size and shape, microtubule geometry, motor number and their arrangement on cargo surface. Only those motors which are present in the contact zone on cargo surface have potential to bind to microtubule. Although earlier studies revealed the importance of cargo size, total motors attached to microtubule and their arrangement on cargo transport, yet how the contact zone influences binding of motors to microtubule largely remains unexplored. Here, it has been shown that contact zone is elliptical in shape for a spherical cargo and increases with cargo size for Kinesin-1 motors. To further understand the combined effect of elliptical contact zone and microtubule geometry on cargo transport, 3D mean-field model with uniform and clustered arrangement of motors for different cargo sizes and motor number has been used. Our findings indicate that cylindrical microtubule geometry maximizes the microtubule-bound motors which enhances the runlength and velocity of cargo transport. Our results show that microtubule-bound motors decrease with cargo size for uniform arrangement of motors on cargo thus decreasing its runlength and velocity, whereas in clustered arrangement, the number of microtubule-bound motors increase with cargo size which leads to increase in runlength and velocity.
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Affiliation(s)
- Saumya Yadav
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai, Maharashtra, 400076, India
| | - Aritra Sen
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai, Maharashtra, 400076, India
| | - Ambarish Kunwar
- Department of Biosciences and Bioengineering, Indian Institute of Technology Bombay, Mumbai, Maharashtra, 400076, India.
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