An In Vitro Nematic Model for Proliferating Cell Cultures
Sunil Pai, Nathan Loewke, Morgaine Green, Christine Cordeiro, Elise, Cabral, Bertha Chen, Thomas Baer

TL;DR
This study models and analyzes the nematic ordering in proliferating cell cultures, linking cell shape and alignment with statistical physics, and compares experimental data with simulations to understand cell behavior.
Contribution
It introduces a novel hard ellipses model for cell alignment and compares in vitro cell behavior with Monte Carlo simulations using Boltzmann statistics.
Findings
Distinct alignment energies among different cell types
Correlation between cell elongation and alignment
Model successfully replicates observed cell patterns
Abstract
Confluent populations of elongated cells give rise to ordered patterns seen in nematic phase liquid crystals. We correlate cell elongation and intercellular distance with intercellular alignment using an amorphous spin glass model. We compare in vitro time-lapse imaging with Monte Carlo simulation results by framing a novel hard ellipses model in terms of Boltzmann statistics. Furthermore, we find a statistically distinct alignment energy at quasi-steady state among fibroblasts, smooth muscle cells, and pluripotent cell populations when cultured in vitro. These findings have important implications in both non-invasive clinical screening of the stem cell differentiation process and in relating shape parameters to coupling in active crystal systems such as nematic cell monolayers.
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Taxonomy
TopicsMathematical Biology Tumor Growth
