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 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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …