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SUMMARY:Hybrid cellular Potts modeling of cell-extracellular matrix intera
 ctions driving cell shape\, cell migration and collective cell behavior - 
 Roeland Merks (Universiteit Leiden)
DTSTART:20230713T130000Z
DTEND:20230713T140000Z
UID:TALK203140@talks.cam.ac.uk
DESCRIPTION:To form the patterns and behaviors that we observe in multicel
 lular development\, cells must carefully coordinate their behavior through
  biophysical and biochemical cues. Numerical modeling and theory are essen
 tial for analyzing the mechanism of such coordinated\, collective cell beh
 avior. To do so\, single-cell models must be sufficiently detailed so they
  correctly capture essential aspects of individual cells and do not oversi
 mplify. At the same time\, the models must be sufficiently simple and comp
 utationally efficient so general principles can be understood and the mode
 ls can be upscaled to multicellular systems. My team analyzes single cell 
 behavior and multicellular development using a combination of mathematical
 \, computational and experimental approaches.&nbsp\;Our central tool is th
 e cellular Potts model (CPM)\, a widely-used\, lattice-based framework for
  modeling cell behavior. We typically couple the CPM with simulation model
 s of the cellular microenvironment and relevant intracellular dynamics\, a
  technique known as hybrid CPMs.&nbsp\;I will present a series of our rece
 nt hybrid CPMs for modeling individual cell behavior\, and show how these 
 can be used to study the coordinated cell behavior that is seen in biologi
 cal development. I will first discuss a series of models used to analyze o
 bservations such as anomalous cell migration patterns of immune cells\, th
 e effect of extracellular matrix stiffness on cell shape\, cellular force 
 transduction in fibrous ECMs\, and models of anisotropic force generation.
  I will then discuss how insights from single cell models translate to und
 erstanding of multicellular development. In our ongoing work\, we are deve
 loping strategies for experimental falsification and iterative correction 
 of multicellular models of angiogenesis. Recent versions of our cell-ECM i
 nteraction models focus on how our descriptions of focal adhesions\, the m
 echanosensitive &lsquo\;feet&rsquo\; of cells by which they hold on the ex
 tracellular matrix\, must be improved to analyze mechanical cell-ECM inter
 actions. Also&nbsp\;we invest in computational improvements to advance tow
 ards more detailed&nbsp\;multicellular models. Altogether\, I will present
  the use of cell-based modeling&nbsp\;in analyzing how local cell-microenv
 ironment interactions coordinate cell&nbsp\;behavior during multicellular 
 patterning.
LOCATION:Seminar Room 2\, Newton Institute
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