Approximation and inference methods for stochastic biochemical kinetics—a tutorial review

D Schnoerr, G Sanguinetti… - Journal of Physics A …, 2017 - iopscience.iop.org
Stochastic fluctuations of molecule numbers are ubiquitous in biological systems. Important
examples include gene expression and enzymatic processes in living cells. Such systems …

[图书][B] Multiple time scale dynamics

C Kuehn - 2015 - Springer
This book aims to provide an introduction to dynamical systems with multiple time scales. As
in any overview book, several topics are covered only quite briefly. My aim was to focus on …

Transcriptional bursting in gene expression: analytical results for general stochastic models

N Kumar, A Singh, RV Kulkarni - PLoS computational biology, 2015 - journals.plos.org
Gene expression in individual cells is highly variable and sporadic, often resulting in the
synthesis of mRNAs and proteins in bursts. Such bursting has important consequences for …

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 …

Frequency domain analysis of fluctuations of mRNA and protein copy numbers within a cell lineage: theory and experimental validation

C Jia, R Grima - Physical Review X, 2021 - APS
The stochasticity of gene expression is manifested in the fluctuations of messenger
ribonucleic acid and protein copy numbers within a cell lineage over time. While data of this …

Poisson representation: a bridge between discrete and continuous models of stochastic gene regulatory networks

X Wang, Y Li, C Jia - Journal of the Royal Society …, 2023 - royalsocietypublishing.org
Stochastic gene expression dynamics can be modelled either discretely or continuously.
Previous studies have shown that the mRNA or protein number distributions of some simple …

Analytical time-dependent distributions for gene expression models with complex promoter switching mechanisms

C Jia, Y Li - SIAM Journal on Applied Mathematics, 2023 - SIAM
Classical gene expression models assume exponential switching time distributions between
the active and inactive promoter states. However, recent experiments have shown that many …

Dynamical phase diagram of an auto-regulating gene in fast switching conditions

C Jia, R Grima - The Journal of chemical physics, 2020 - pubs.aip.org
While the steady-state behavior of stochastic gene expression with auto-regulation has been
extensively studied, its time-dependent behavior has received much less attention. Here …

Silent transcription intervals and translational bursting lead to diverse phenotypic switching

X Yang, S Luo, Z Zhang, Z Wang, T Zhou… - Physical Chemistry …, 2022 - pubs.rsc.org
Gene-expression bimodality, as a potential mechanism generating phenotypic cell diversity,
can enhance the survival of cells in a fluctuating environment. Previous studies have shown …

Nonspecific transcription factor binding can reduce noise in the expression of downstream proteins

M Soltani, P Bokes, Z Fox, A Singh - Physical biology, 2015 - iopscience.iop.org
Transcription factors (TFs) interact with a multitude of binding sites on DNA and partner
proteins inside cells. We investigate how nonspecific binding/unbinding to such decoy …