Pillars of biology: Boolean modeling of gene-regulatory networks

J Thakar - Journal of Theoretical Biology, 2023 - Elsevier
Boolean modeling is a mathematical modeling framework used for defining and studying
gene-regulatory networks (GRNs). It provides a means to develop mechanistic models …

Challenges and opportunities for digital twins in precision medicine: a complex systems perspective

M De Domenico, L Allegri, G Caldarelli… - arXiv preprint arXiv …, 2024 - arxiv.org
The adoption of digital twins (DTs) in precision medicine is increasingly viable, propelled by
extensive data collection and advancements in artificial intelligence (AI), alongside …

Trap spaces of multi-valued networks: definition, computation, and applications

VG Trinh, B Benhamou, T Henzinger, S Pastva - Bioinformatics, 2023 - academic.oup.com
Motivation Boolean networks are simple but efficient mathematical formalism for modelling
complex biological systems. However, having only two levels of activation is sometimes not …

Repository of logically consistent real-world Boolean network models

S Pastva, D Šafránek, N Beneš, L Brim, T Henzinger - bioRxiv, 2023 - biorxiv.org
Recent developments in both computational analysis and data-driven synthesis enable a
new era of automated reasoning with logical models (Boolean networks in particular) in …

[HTML][HTML] Unlocking mitochondrial dysfunction-associated senescence (MiDAS) with NAD+–A Boolean model of mitochondrial dynamics and cell cycle control

H Sizek, D Deritei, K Fleig, M Harris, PL Regan… - Translational …, 2024 - Elsevier
The steady accumulation of senescent cells with aging creates tissue environments that aid
cancer evolution. Aging cell states are highly heterogeneous.'Deep senescent'cells rely on …

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 …

Phenotype Control of Partially Specified Boolean Networks

N Beneš, L Brim, S Pastva, D Šafránek… - … Methods in Systems …, 2023 - Springer
Abstract Partially specified Boolean networks (PSBNs) represent a promising framework for
the qualitative modelling of biological systems in which the logic of interactions is not …

Controllability of generalized asynchronous Boolean networks with periodical impulsive control

X Su, H Zhang, C Luo, L Xu, S Alghamdi - Communications in Nonlinear …, 2024 - Elsevier
The objective of this paper is to investigate the controllability of generalized asynchronous
Boolean networks under periodical impulsive control. In order to attain the objective, the …

From years to hours: accelerating model refinement

KH Park, JC Rozum, R Albert - BioRxiv, 2023 - biorxiv.org
Network-based dynamic modeling is useful for studying how complex biomolecular systems
respond to environmental changes and internal perturbations. The main challenge in …