Quantitative and logic modelling of molecular and gene networks

N Le Novere - Nature Reviews Genetics, 2015 - nature.com
Behaviours of complex biomolecular systems are often irreducible to the elementary
properties of their individual components. Explanatory and predictive mathematical models …

Logical modeling and dynamical analysis of cellular networks

W Abou-Jaoudé, P Traynard, PT Monteiro… - Frontiers in …, 2016 - frontiersin.org
The logical (or logic) formalism is increasingly used to model regulatory and signaling
networks. Complementing these applications, several groups contributed various methods …

Decoding the regulatory network of early blood development from single-cell gene expression measurements

V Moignard, S Woodhouse, L Haghverdi, AJ Lilly… - Nature …, 2015 - nature.com
Reconstruction of the molecular pathways controlling organ development has been
hampered by a lack of methods to resolve embryonic progenitor cells. Here we describe a …

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 …

Logical modeling of lymphoid and myeloid cell specification and transdifferentiation

S Collombet, C Van Oevelen… - Proceedings of the …, 2017 - National Acad Sciences
Blood cells are derived from a common set of hematopoietic stem cells, which differentiate
into more specific progenitors of the myeloid and lymphoid lineages, ultimately leading to …

Parity and time reversal elucidate both decision-making in empirical models and attractor scaling in critical Boolean networks

JC Rozum, J Gómez Tejeda Zañudo, X Gan… - Science …, 2021 - science.org
We present new applications of parity inversion and time reversal to the emergence of
complex behavior from simple dynamical rules in stochastic discrete models. Our parity …

Reconstructing blood stem cell regulatory network models from single-cell molecular profiles

FK Hamey, S Nestorowa, SJ Kinston… - Proceedings of the …, 2017 - National Acad Sciences
Adult blood contains a mixture of mature cell types, each with specialized functions. Single
hematopoietic stem cells (HSCs) have been functionally shown to generate all mature cell …

SCNS: a graphical tool for reconstructing executable regulatory networks from single-cell genomic data

S Woodhouse, N Piterman, CM Wintersteiger… - BMC systems …, 2018 - Springer
Background Reconstruction of executable mechanistic models from single-cell gene
expression data represents a powerful approach to understanding developmental and …

BTR: training asynchronous Boolean models using single-cell expression data

CY Lim, H Wang, S Woodhouse, N Piterman… - BMC …, 2016 - Springer
Background Rapid technological innovation for the generation of single-cell genomics data
presents new challenges and opportunities for bioinformatics analysis. One such area lies in …

Regulatory network control of blood stem cells

B Göttgens - Blood, The Journal of the American Society of …, 2015 - ashpublications.org
Hematopoietic stem cells (HSCs) are characterized by their ability to execute a wide range
of cell fate choices, including self-renewal, quiescence, and differentiation into the many …