AI Article Synopsis

  • Isogenic cell populations can adapt to stress by switching to different phenotypes, but this variability is problematic for applications like bioproduction and synthetic biology.
  • The study investigates how various systems (like bacteria and yeast) diversify under stress, revealing that the fitness cost of switching phenotypes correlates with population dynamics.
  • A stochastic model identifies three diversification patterns—constrained, dispersed, and bursty—based on switching costs, and a tool called Segregostat allows for better control over these patterns for more predictable cellular behavior.

Article Abstract

Isogenic cell populations can cope with stress conditions by switching to alternative phenotypes. Even if it can lead to increased fitness in a natural context, this feature is typically unwanted for a range of applications (e.g., bioproduction, synthetic biology, and biomedicine) where it tends to make cellular response unpredictable. However, little is known about the diversification profiles that can be adopted by a cell population. Here, we characterize the diversification dynamics for various systems (bacteria and yeast) and for different phenotypes (utilization of alternative carbon sources, general stress response and more complex development patterns). Our results suggest that the diversification dynamics and the fitness cost associated with cell switching are coupled. To quantify the contribution of the switching cost on population dynamics, we design a stochastic model that let us reproduce the dynamics observed experimentally and identify three diversification regimes, i.e., constrained (at low switching cost), dispersed (at medium and high switching cost), and bursty (for very high switching cost). Furthermore, we use a cell-machine interface called Segregostat to demonstrate that different levels of control can be applied to these diversification regimes, enabling applications involving more precise cellular responses.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10545768PMC
http://dx.doi.org/10.1038/s41467-023-41917-zDOI Listing

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