[HTML][HTML] Boolean modelling as a logic-based dynamic approach in systems medicine

AA Hemedan, A Niarakis, R Schneider… - Computational and …, 2022 - Elsevier
Molecular mechanisms of health and disease are often represented as systems biology
diagrams, and the coverage of such representation constantly increases. These static …

From time-series transcriptomics to gene regulatory networks: A review on inference methods

M Marku, V Pancaldi - PLOS Computational Biology, 2023 - journals.plos.org
Inference of gene regulatory networks has been an active area of research for around 20
years, leading to the development of sophisticated inference algorithms based on a variety …

A practical guide to mechanistic systems modeling in biology using a logic-based approach

A Niarakis, T Helikar - Briefings in bioinformatics, 2021 - academic.oup.com
Mechanistic computational models enable the study of regulatory mechanisms implicated in
various biological processes. These models provide a means to analyze the dynamics of the …

[HTML][HTML] Parallel ant colony optimization for the training of cell signaling networks

P González, R Prado-Rodriguez, A Gábor… - Expert Systems with …, 2022 - Elsevier
Acquiring a functional comprehension of the deregulation of cell signaling networks in
disease allows progress in the development of new therapies and drugs. Computational …

PHONEMeS: efficient modeling of signaling networks derived from large-scale mass spectrometry data

E Gjerga, A Dugourd, L Tobalina, A Sousa… - Journal of Proteome …, 2021 - ACS Publications
Post-translational modifications of proteins play an important role in the regulation of cellular
processes. The mass spectrometry analysis of proteome modifications offers huge potential …

Precision combination therapies based on recurrent oncogenic coalterations

X Li, EK Dowling, G Yan, Z Dereli, B Bozorgui… - Cancer discovery, 2022 - AACR
Cancer cells depend on multiple driver alterations whose oncogenic effects can be
suppressed by drug combinations. Here, we provide a comprehensive resource of precision …

Characterizing alternative splicing effects on protein interaction networks with LINDA

E Gjerga, IS Naarmann-de Vries, C Dieterich - Bioinformatics, 2023 - academic.oup.com
Motivation Alternative RNA splicing plays a crucial role in defining protein function.
However, despite its relevance, there is a lack of tools that characterize effects of splicing on …

Data integration in logic-based models of biological mechanisms

BA Hall, A Niarakis - Current Opinion in Systems Biology, 2021 - Elsevier
Discrete, logic-based models are increasingly used to describe biological mechanisms.
Initially introduced to study gene regulation, these models evolved to cover various …

WikiNetworks: translating manually created biological pathways for topological analysis

MG Palshikar, SP Hilchey, MS Zand, J Thakar - Bioinformatics, 2022 - academic.oup.com
WikiPathways is a database of 2979 biological pathways across 31 species created using
the drawing software PathVisio. Many of these pathways are not directly usable for network …

Fine tuning a logical model of cancer cells to predict drug synergies: combining manual curation and automated parameterization

Å Flobak, J Zobolas, M Vazquez… - Frontiers in Systems …, 2023 - frontiersin.org
Treatment with combinations of drugs carries great promise for personalized therapy for a
variety of diseases. We have previously shown that synergistic combinations of cancer …