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Dynamic Actin Filament Traps Mediate Active Diffusion of Vesicular Stomatitis Virus Ribonucleoproteins
Steven J Moran1, Shelby Puckett1, David A Ornelles2
1Department of Biochemistry, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA.
Journal of Virology
|September 22, 2022
Summary
Viral ribonucleoprotein (RNP) particles use active diffusion to move within cells. Machine learning reveals they hop between actin-based traps, with size regulated by myosin II activity.
Area of Science:
- Cellular and Molecular Biology
- Biophysics
- Virology
Background:
- Viral ribonucleoprotein (RNP) particles are too large for free diffusion in the cytoplasm.
- Their observed motion resembles diffusion, termed 'active diffusion', but lacks a clear molecular explanation.
- Previous models relied on indirect analyses like continuum microrheology.
Purpose of the Study:
- To provide a quantitative molecular explanation for active diffusion of viral RNP particles.
- To investigate the role of cytoskeletal elements in RNP particle motion.
- To elucidate the mechanisms underlying active diffusion in living cells.
Main Methods:
- Variational Bayesian analysis combined with pattern recognition and machine learning.
- Tracking of single viral ribonucleoprotein (RNP) particle movements in living cell cytoplasm.
- Perturbation of cellular structures (actin filaments, nonmuscle myosin II ATPase) to observe effects on RNP mobility.
Main Results:
- Machine learning identified dynamic traps formed by cytoskeletal elements confining RNP particles.
- Active diffusion occurs via particles escaping one trap and entering another.
- Disruption of actin filaments increased RNP mobility by enlarging traps.
- Inhibition of nonmuscle myosin II ATPase decreased mobility by reducing trap size.
- Trap size was observed to fluctuate dynamically, dependent on nonmuscle myosin II activity.
Conclusions:
- A model explaining active diffusion through hopping between dynamic, cytoskeletal traps is proposed.
- Nonmuscle myosin II activity regulates the size of these traps.
- This mechanism likely governs the motion of other viral and cellular components within the cytoplasm.
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