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 …
properties of their individual components. Explanatory and predictive mathematical models …
Logical modeling and dynamical analysis of cellular networks
The logical (or logic) formalism is increasingly used to model regulatory and signaling
networks. Complementing these applications, several groups contributed various methods …
networks. Complementing these applications, several groups contributed various methods …
Decoding the regulatory network of early blood development from single-cell gene expression measurements
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 …
hampered by a lack of methods to resolve embryonic progenitor cells. Here we describe a …
Statistical mechanics meets single-cell biology
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 …
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 …
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
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 …
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 …
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
Background Reconstruction of executable mechanistic models from single-cell gene
expression data represents a powerful approach to understanding developmental and …
expression data represents a powerful approach to understanding developmental and …
BTR: training asynchronous Boolean models using single-cell expression data
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 …
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 …
of cell fate choices, including self-renewal, quiescence, and differentiation into the many …