Mariya Savinov

Home
Research
Teaching
Journal Club


Research overview:

My research with Alex Mogilner has focused on bringing new insights into the mechanics and dynamics of in actomyosin structures, with a special focus on experimentally observed phenomena of in vitro reconstituted networks. More recently, I have also delved into other biomechanical processes, investigating phenomena and mechanisms underlying directed collective cell migration.

savinov_photo2
                             presenting at SIAM LS22
A size-dependent transition from steady contraction to contractile waves and spirals in actomyosin networks with turnover
We first collaborated with Prof. Kinneret Keren’s lab at Technion, who study the periodic contractile dynamics of actomyosin networks immersed in water-in-oil droplets. Alex and I designed a theoretical model of the actomyosin network as a viscous fluid with viscosity and contractile parameters that are determined by whether the network is percolated, allowing the coexistence of different local density-dependent mechanical states. Through analysis and simulation, we showed how simple changes in system geometry, particularly system size, can generate varied contractile patterns (Krishna et al. 2022, “Size-dependent transition from steady contraction to waves in actomyosin networks with turnover,” bioRxiv).

Friction patterns guide actin network contraction in reconstituted actomyosin networks
Most recently, Alex and I collaborated with the Cytomorpho Lab of Profs. Laurent Blanchoin and Manuel Théry to demonstrate the critical role of friction in patterning actomyosin network contraction (Colin et al. 2022, “Friction patterns guide actin network contraction,” bioRxiv). In the lab, they observe that reconstituted actomyosin networks on micropatterned surfaces self-organize such that myosin, condensed in a few spots, rapidly compacts the whole actin network. The compaction point is the center of homogeneous domains and biased to more adhesive regions of heterogeneous patterns. Experiments indicate the contraction pattern is largely insensitive to the randomized myosin distribution. We modeled the actomyosin network as a 2D deformable viscoelastic cable-network material with active contractile stresses generated by myosin spots advected by the deforming network. Analysis and simulation illuminated the reason why the adhesion, not myosin, pattern determines the compaction point.

In summer '23, I traveled to the Cytomorpho Lab in Paris, France to get some hands-on practical biology lab experience; this fantastic visit gave me insight into the experimental perspective on a variety of biomechanical problems in cellular biology.

A model for contractile stress fibers embedded in bulk actomyosin networks
While there have been many studies on the rheology and assembly of individual stress fibers, few mathematical models have explicitly modeled the bulk actomyosin network in which stress fibers are embedded, particularly not in the case of high actin turnover. Moreover, the extent of the interplay between embedded stress fibers and contractile bulk networks is still not well understood. To address this gap, we designed a model of stress fibers embedded in bulk actomyosin networks which utilizes the immersed boundary method, allowing one to consider various stress fiber rheologies in the context of an approximately viscous, compressible, contractile bulk network. This model demonstrated how bulk actomyosin networks mediate long-range interactions between stress fibers, as well as how perturbations of stress fibers can result in symmetry breaking of the bulk network. We are currently working on extending this work to 3D and utilizing it to explain experimental phenomena in collaboration with experimental labs.

Tumor cluster coattraction is driven by the extracellular matrix

This project is ongoing -- come see my talk at Cell Bio 2024 to learn more!

Publications

preprint: M. Savinov, C.S. Peskin, A. Mogilner, "A model for contractile stress fibers embedded in bulk actomyosin networks," arXiv, Sep 2024, doi: 10.48550/arXiv.2409.02282
Published: A. Krishna, M. Savinov, N. Ierushalmi, A. Mogilner, and K. Keren, "Size-dependent transition from steady contraction to waves in actomyosin networks with turnover," Nature Physics, Jan 2024, vol. 20, pg. 123-134. doi: 10.1038/s41567-023-02271-5
Published: A. Colin*, M. Orhant-Prioux*, C. Guérin*, M. Savinov*, I. Scarfone, A. Roux, E.M. La Cruz, A. Mogilner, M. Théry, and L. Blanchoin, “Friction patterns guide actin network contraction,” PNAS, 2023, vol. 120, no. 39, p. e2300416120, Sep. 2023, doi: 10.1073/pnas.2300416120.
 *equally contributing first author
Published:
A. Mogilner, M. Savinov, "Crawling, waving, inch worming, dilating, and pivoting mechanics of migrating cells: Lessons from Ken Jacobson," Biophysical Journal, doi: 10.1016/j.bpj.2023.03.023
Published: M. Savinov, D. Swigon, and B. Ermentrout, “Synchronization and locking in oscillators with flexible periods,” Chaos, vol. 31, no. 3, p. 033143, Mar. 2021, doi: 10.1063/5.0021836.

Presentations

UPCOMING: ASCB/EMBO 2024: Cell Bio, Subgroup Talk in Theoretical Mechanobiology from Single Cell to Multicellular Level
Tumor cluster coattraction is driven by the ECM

ICERM: Queer in Computational and Applied Mathematics Workshop
, Contributed Talk
Modeling and simulation of the cytoskeleton: the role of friction

SIAM Life Sciences Meeting 2024, Minisymposium Presentation (invited)
Modeling the mechanics of actomyosin structures

Pitt AWM Student Seminar Series, Talk
(invited)
Modeling the cytoskeleton: how friction can guide its dynamics
see the talk recording here

Biophysical Society Annual Meeting 2024:
Flash Talk (2598) and Poster (P3023)
Friction, not myosin, directs actin network contraction


ASCB/EMBO 2023: Cell Bio, Subgroup Talk in Building the Cell
Friction patterns guide actomyosin contraction on micropatterned surfaces
Additionally as: Poster P2512

SIAM Dynamical Systems Meeting 2023,
Minisymposium Presentation (invited)
Modeling Contractility Patterns of Actomyosin Networks on Micropatterned Surfaces
Session: Self-Organized Patterns in Cells and Cellular Assemblies: from Molecular to Continuum Mechanisms

ASCB/EMBO Cell Bio 2022, Poster
Contractility patterns in actomyosin networks with turnover are controlled by system geometry (P2438)

Flatiron CCB Turing Symposium / The Chemical Basis of Morphogenesis at 70, Poster
Modeling the Steady Flow-Wave Transition in Contractile Actomyosin Networks

SIAM Life Sciences Meeting 2022, Poster
Modeling the Steady Flow-Wave Transition in Contractile Actomyosin Networks

NIMBioS Undergraduate Research Conference 2018, Presentation
Entrainment of Forced Oscillators with Flexible Periods

SIAM Life Sciences Meeting 2018, Poster
Controlling Period-2 Electrical Activity in a Cardiac Cell Model

SIAM Annual Meeting 2018, Contributed Lecture
Controlling Period-2 Electrical Activity in a Cardiac Cell Model


Research Experiences

Graduate Research Assistant (2020-present)
New York University
Contractile Actin Networks
Professor Alex Mogilner

Undergraduate Researcher (2017-2020)
University of Pittsburgh
Entrainment of Forced Oscillators with Flexible Periods
Professor Bard Ermentrout
Professor David Swigon
savinov_photo3
presenting at Cell Bio 2022
DAAD RISE Undergraduate Researcher (2019)
Humboldt University of Berlin
Modelling of Complex Contagion Processes on a Collective Behavior Fish Network
Professor Pawel Romanczuk and Winnie Poel
NSF-REU Undergraduate Researcher (2017)
Rochester Institute of Technology
Control of Period-2 Activity in Cardiac Cell Systems
Professor Elizabeth Cherry