Statistical mechanics meets single-cell biology

AE Teschendorff, AP Feinberg - Nature Reviews Genetics, 2021 - nature.com
Single-cell omics is transforming our understanding of cell biology and disease, yet the
systems-level analysis and interpretation of single-cell data faces many challenges. In this …

Noise and the molecular processes underlying cell fate decision-making

A Guillemin, MPH Stumpf - Physical biology, 2020 - iopscience.iop.org
Cell fate decision-making events involve the interplay of many molecular processes, ranging
from signal transduction to genetic regulation, as well as a set of molecular and …

[HTML][HTML] Noise distorts the epigenetic landscape and shapes cell-fate decisions

MA Coomer, L Ham, MPH Stumpf - Cell Systems, 2022 - cell.com
The Waddington epigenetic landscape has become an iconic representation of the cellular
differentiation process. Recent single-cell transcriptomic data provide new opportunities for …

Entropy as a measure of variability and stemness in single-cell transcriptomics

O Gandrillon, M Gaillard, T Espinasse… - Current Opinion in …, 2021 - Elsevier
Entropy as a measure of variability and stemness in single-cell transcriptomics -
ScienceDirect Skip to main contentSkip to article Elsevier logo Journals & Books Search …

[HTML][HTML] Forecasting cellular states: from descriptive to predictive biology via single-cell multiomics

GL Stein-O'Brien, MC Ainslie, EJ Fertig - Current opinion in systems biology, 2021 - Elsevier
As the single cell field races to characterize each cell type, state, and behavior, the
complexity of the computational analysis approaches the complexity of the biological …

[HTML][HTML] A Similar speciation process relying on cellular stochasticity in microbial and cancer cell populations

JP Capp, F Thomas - IScience, 2020 - cell.com
Similarities between microbial and cancer cells were noticed in recent years and serve as a
basis for an atavism theory of cancer. Cancer cells would rely on the reactivation of an …

[HTML][HTML] Global genome decompaction leads to stochastic activation of gene expression as a first step toward fate commitment in human hematopoietic cells

R Parmentier, L Racine, A Moussy, S Chantalat… - PLoS …, 2022 - journals.plos.org
When human cord blood–derived CD34+ cells are induced to differentiate, they undergo
rapid and dynamic morphological and molecular transformations that are critical for fate …

[HTML][HTML] A Darwinian and physical look at stem cell biology helps understanding the role of stochasticity in development

JP Capp, B Laforge - Frontiers in Cell and Developmental Biology, 2020 - frontiersin.org
Single-cell analysis allows biologists to gain huge insight into cell differentiation and tissue
structuration. Randomness of differentiation, both in vitro and in vivo, of pluripotent …

[HTML][HTML] Reverse engineering of a mechanistic model of gene expression using metastability and temporal dynamics

E Ventre - In Silico Biology, 2021 - content.iospress.com
Differentiation can be modeled at the single cell level as a stochastic process resulting from
the dynamical functioning of an underlying Gene Regulatory Network (GRN), driving stem or …

Non-equilibrium statistical physics, transitory epigenetic landscapes, and cell fate decision dynamics

A Guillemin, MPH Stumpf - arXiv preprint arXiv:2011.04252, 2020 - arxiv.org
Statistical physics provides a useful perspective for the analysis of many complex systems; it
allows us to relate microscopic fluctuations to macroscopic observations. Developmental …