Towards control of cellular decision-making networks in the epithelial-to-mesenchymal transition

JGT Zañudo, MT Guinn, K Farquhar, M Szenk… - Physical …, 2019 - iopscience.iop.org
We present the epithelial-to-mesenchymal transition (EMT) from two perspectives:
experimental/technological and theoretical. We review the state of the current understanding …

Leveraging network structure in nonlinear control

J Rozum, R Albert - NPJ systems biology and applications, 2022 - nature.com
Over the last twenty years, dynamic modeling of biomolecular networks has exploded in
popularity. Many of the classical tools for understanding dynamical systems are unwieldy in …

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 …

Minimal frustration underlies the usefulness of incomplete regulatory network models in biology

S Tripathi, DA Kessler, H Levine - Proceedings of the …, 2023 - National Acad Sciences
Regulatory networks as large and complex as those implicated in cell-fate choice are
expected to exhibit intricate, very high-dimensional dynamics. Cell-fate choice, however, is a …

A computational model of the endothelial to mesenchymal transition

N Weinstein, L Mendoza, ER Álvarez-Buylla - Frontiers in genetics, 2020 - frontiersin.org
Endothelial cells (ECs) form the lining of lymph and blood vessels. Changes in tissue
requirements or wounds may cause ECs to behave as tip or stalk cells. Alternatively, they …

Pillars of biology: Boolean modeling of gene-regulatory networks

J Thakar - Journal of Theoretical Biology, 2024 - Elsevier
Boolean modeling is a mathematical modeling framework used for defining and studying
gene-regulatory networks (GRNs). It serves as a means to develop mechanistic models …

A guard cell abscisic acid (ABA) network model that captures the stomatal resting state

P Maheshwari, SM Assmann, R Albert - Frontiers in physiology, 2020 - frontiersin.org
Stomatal pores play a central role in the control of carbon assimilation and plant water
status. The guard cell pair that borders each pore integrates information from environmental …

Boolean Networks as Predictive Models of Emergent Biological Behaviors

JC Rozum, C Campbell, E Newby… - arXiv preprint arXiv …, 2023 - arxiv.org
Interacting biological systems at all organizational levels display emergent behavior.
Modeling these systems is made challenging by the number and variety of biological …

[图书][B] Boolean Networks as Predictive Models of Emergent Biological Behaviors

JC Rozum, C Campbell, E Newby, FSF Nasrollahi… - 2024 - books.google.com
Interacting biological systems at all organizational levels display emergent behavior.
Modeling these systems is made challenging by the number and variety of biological …

Mapping the attractor landscape of Boolean networks

VG Trinh, KH Park, S Pastva, JC Rozum - bioRxiv, 2024 - biorxiv.org
Boolean networks are popular dynamical models of cellular processes in systems biology.
Their attractors model phenotypes that arise from the interplay of key regulatory subcircuits …