Intrinsically disordered proteins in cellular signalling and regulation

PE Wright, HJ Dyson - Nature reviews Molecular cell biology, 2015 - nature.com
Intrinsically disordered proteins (IDPs) are important components of the cellular signalling
machinery, allowing the same polypeptide to undertake different interactions with different …

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 …

Systems bioinformatics: increasing precision of computational diagnostics and therapeutics through network-based approaches

A Oulas, G Minadakis, M Zachariou… - Briefings in …, 2019 - academic.oup.com
Abstract Systems Bioinformatics is a relatively new approach, which lies in the intersection of
systems biology and classical bioinformatics. It focuses on integrating information across …

Identifying inhibitors of epithelial–mesenchymal plasticity using a network topology-based approach

K Hari, B Sabuwala, BV Subramani… - NPJ systems biology …, 2020 - nature.com
Metastasis is the cause of over 90% of cancer-related deaths. Cancer cells undergoing
metastasis can switch dynamically between different phenotypes, enabling them to adapt 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 …

Clustering via hypergraph modularity

B Kamiński, V Poulin, P Prałat, P Szufel, F Théberge - PloS one, 2019 - journals.plos.org
Despite the fact that many important problems (including clustering) can be described using
hypergraphs, theoretical foundations as well as practical algorithms using hypergraphs are …

DARPA's Big Mechanism program

PR Cohen - Physical biology, 2015 - iopscience.iop.org
Reductionist science produces causal models of small fragments of complicated systems.
Causal models of entire systems can be hard to construct because what is known of them is …

Model checking to assess T-helper cell plasticity

W Abou-Jaoudé, PT Monteiro, A Naldi… - … in bioengineering and …, 2015 - frontiersin.org
Computational modeling constitutes a crucial step toward the functional understanding of
complex cellular networks. In particular, logical modeling has proven suitable for the …

Addressing barriers in comprehensiveness, accessibility, reusability, interoperability and reproducibility of computational models in systems biology

A Niarakis, D Waltemath, J Glazier… - Briefings in …, 2022 - academic.oup.com
Computational models are often employed in systems biology to study the dynamic
behaviours of complex systems. With the rise in the number of computational models, finding …

Cooperative development of logical modelling standards and tools with CoLoMoTo

A Naldi, PT Monteiro, C Müssel… - …, 2015 - academic.oup.com
The identification of large regulatory and signalling networks involved in the control of
crucial cellular processes calls for proper modelling approaches. Indeed, models can help …