Inferring gene regulatory networks from single-cell data: a mechanistic approach

U Herbach, A Bonnaffoux, T Espinasse… - BMC systems …, 2017 - Springer
Background The recent development of single-cell transcriptomics has enabled gene
expression to be measured in individual cells instead of being population-averaged. Despite …

Gene expression dynamics with stochastic bursts: Construction and exact results for a coarse-grained model

YT Lin, CR Doering - Physical Review E, 2016 - APS
We present a theoretical framework to analyze the dynamics of gene expression with
stochastic bursts. Beginning with an individual-based model which fully accounts for the …

Single-cell stochastic gene expression kinetics with coupled positive-plus-negative feedback

C Jia, LY Wang, GG Yin, MQ Zhang - Physical Review E, 2019 - APS
Here we investigate single-cell stochastic gene expression kinetics in a minimal coupled
gene circuit with positive-plus-negative feedback. A triphasic stochastic bifurcation is …

Reviewing mathematical models of sperm signaling networks

D Priego Espinosa, J Espinal‐Enríquez… - Molecular …, 2024 - Wiley Online Library
Dave Garbers' work significantly contributed to our understanding of sperm's regulated
motility, capacitation, and the acrosome reaction. These key sperm functions involve …

A stochastic and dynamical view of pluripotency in mouse embryonic stem cells

YT Lin, PG Hufton, EJ Lee… - PLoS computational …, 2018 - journals.plos.org
Pluripotent embryonic stem cells are of paramount importance for biomedical sciences
because of their innate ability for self-renewal and differentiation into all major cell lines. The …

Efficient analysis of stochastic gene dynamics in the non-adiabatic regime using piecewise deterministic Markov processes

YT Lin, NE Buchler - Journal of The Royal Society …, 2018 - royalsocietypublishing.org
Single-cell experiments show that gene expression is stochastic and bursty, a feature that
can emerge from slow switching between promoter states with different activities. In addition …

Noisy voter models in switching environments

A Caligiuri, T Galla - Physical Review E, 2023 - APS
We study the stationary states of variants of the noisy voter model, subject to fluctuating
parameters or external environments. Specifically, we consider scenarios in which the …

Gene expression noise is affected differentially by feedback in burst frequency and burst size

P Bokes, A Singh - Journal of mathematical biology, 2017 - Springer
Inside individual cells, expression of genes is stochastic across organisms ranging from
bacterial to human cells. A ubiquitous feature of stochastic expression is burst-like synthesis …

Phenotypic switching of populations of cells in a stochastic environment

PG Hufton, YT Lin, T Galla - Journal of Statistical Mechanics …, 2018 - iopscience.iop.org
In biology phenotypic switching is a common bet-hedging strategy in the face of uncertain
environmental conditions. Existing mathematical models often focus on periodically …

Heavy-tailed distributions in a stochastic gene autoregulation model

P Bokes - Journal of Statistical Mechanics: Theory and …, 2021 - iopscience.iop.org
Synthesis of gene products in bursts of multiple molecular copies is an important source of
gene expression variability. This paper studies large deviations in a Markovian drift-jump …