Intercellular variability in protein levels from stochastic expression and noisy cell cycle processes

M Soltani, CA Vargas-Garcia, D Antunes… - PLoS computational …, 2016 - journals.plos.org
Inside individual cells, expression of genes is inherently stochastic and manifests as cell-to-
cell variability or noise in protein copy numbers. Since proteins half-lives can be comparable …

Concentration fluctuations in growing and dividing cells: Insights into the emergence of concentration homeostasis

C Jia, A Singh, R Grima - PLoS computational biology, 2022 - journals.plos.org
Intracellular reaction rates depend on concentrations and hence their levels are often
regulated. However classical models of stochastic gene expression lack a cell size …

Coupling gene expression dynamics to cell size dynamics and cell cycle events: Exact and approximate solutions of the extended telegraph model

C Jia, R Grima - Iscience, 2023 - cell.com
The standard model describing the fluctuations of mRNA numbers in single cells is the
telegraph model which includes synthesis and degradation of mRNA, and switching of the …

Exact solution of stochastic gene expression models with bursting, cell cycle and replication dynamics

CHL Beentjes, R Perez-Carrasco, R Grima - Physical Review E, 2020 - APS
The bulk of stochastic gene expression models in the literature do not have an explicit
description of the age of a cell within a generation and hence they cannot capture events …

Coordination of gene expression noise with cell size: analytical results for agent-based models of growing cell populations

P Thomas, V Shahrezaei - Journal of the Royal Society …, 2021 - royalsocietypublishing.org
The chemical master equation and the Gillespie algorithm are widely used to model the
reaction kinetics inside living cells. It is thereby assumed that cell growth and division can be …

Analysis of noise mechanisms in cell-size control

S Modi, CA Vargas-Garcia, KR Ghusinga, A Singh - Biophysical journal, 2017 - cell.com
At the single-cell level, noise arises from multiple sources, such as inherent stochasticity of
biomolecular processes, random partitioning of resources at division, and fluctuations in …

Making sense of snapshot data: ergodic principle for clonal cell populations

P Thomas - Journal of The Royal Society Interface, 2017 - royalsocietypublishing.org
Population growth is often ignored when quantifying gene expression levels across clonal
cell populations. We develop a framework for obtaining the molecule number distributions in …

Conditions for cell size homeostasis: a stochastic hybrid system approach

CA Vargas-Garcia, M Soltani… - IEEE Life Sciences …, 2016 - ieeexplore.ieee.org
How isogenic cell populations maintain size homeostasis, ie, a narrow distribution of cell
size, is an intriguing fundamental problem. We model cell size using a stochastic hybrid …

Linear noise approximation for a class of piecewise deterministic markov processes

S Modi, M Soltani, A Singh - 2018 Annual American Control …, 2018 - ieeexplore.ieee.org
Piecewise deterministic Markov processes (PDMP) are a class of mathematical models that
integrates discrete stochastic events with continuous deterministic dynamics. The exact …

Division rate, cell size and proteome allocation: impact on gene expression noise and implications for the dynamics of genetic circuits

F Bertaux, S Marguerat… - Royal Society open …, 2018 - royalsocietypublishing.org
The cell division rate, size and gene expression programmes change in response to
external conditions. These global changes impact on average concentrations of biomolecule …