PDE models of adder mechanisms in cellular proliferation

Xia, Mingtao, Greenman, Chris D. and Chou, Tom (2020) PDE models of adder mechanisms in cellular proliferation. SIAM Journal on Applied Mathematics (SIAP), 80 (3). 1307–1335. ISSN 0036-1399

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Abstract

Cell division is a process that involves many biochemical steps and complex biophysical mechanisms. To simplify the understanding of what triggers cell division, three basic models that subsume more microscopic cellular processes associated with cell division have been proposed. Cells can divide based on the time elapsed since their birth, their size, and/or the volume added since their birth-the timer, sizer, and adder models, respectively. Here, we propose unified adder-sizer models and investigate some of the properties of different adder processes arising in cellular proliferation. Although the adder-sizer model provides a direct way to model cell population structure, we illustrate how it is mathematically related to the well-known model in which cell division depends on age and size. Existence and uniqueness of weak solutions to our 2+1-dimensional PDE model are proved, leading to the convergence of the discretized numerical solutions and allowing us to numerically compute the dynamics of cell population densities. We then generalize our PDE model to incorporate recent experimental findings of a system exhibiting mother-daughter correlations in cellular growth rates. Numerical experiments illustrating possible average cell volume blowup and the dynamical behavior of cell populations with mother-daughter correlated growth rates are carried out. Finally, motivated by new experimental findings, we extend our adder model cases where the controlling variable is the added size between DNA replication initiation points in the cell cycle.

Item Type: Article
Uncontrolled Keywords: adder-sizer model,cell size control,initiation adder ams subject,pde,structured populations,applied mathematics ,/dk/atira/pure/subjectarea/asjc/2600/2604
Faculty \ School: Faculty of Science > School of Computing Sciences
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Depositing User: LivePure Connector
Date Deposited: 22 May 2020 00:23
Last Modified: 09 Sep 2020 00:01
URI: https://ueaeprints.uea.ac.uk/id/eprint/75283
DOI: 10.1137/19M1246754

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