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 …

Human systems biology and metabolic modelling: a review—from disease metabolism to precision medicine

C Angione - BioMed research international, 2019 - Wiley Online Library
In cell and molecular biology, metabolism is the only system that can be fully simulated at
genome scale. Metabolic systems biology offers powerful abstraction tools to simulate all …

Resistance to natural killer cell immunosurveillance confers a selective advantage to polyclonal metastasis

HC Lo, Z Xu, IS Kim, B Pingel, S Aguirre, S Kodali… - Nature Cancer, 2020 - nature.com
Polyclonal metastases frequently arise from clusters of circulating tumor cells (CTCs). CTC
clusters metastasize better than single CTCs, but the underlying molecular mechanisms are …

Full observability and estimation of unknown inputs, states and parameters of nonlinear biological models

AF Villaverde, N Tsiantis… - Journal of the Royal …, 2019 - royalsocietypublishing.org
In this paper, we address the system identification problem in the context of biological
modelling. We present and demonstrate a methodology for (i) assessing the possibility of …

Determining protein–protein functional associations by functional rules based on gene ontology and KEGG pathway

YH Zhang, T Zeng, L Chen, T Huang, YD Cai - Biochimica et Biophysica …, 2021 - Elsevier
Protein–protein interactions (PPIs) describe the direct physical contact of two proteins that
usually results in specific biological functions or regulatory processes. The characterization …

Parameter identifiability analysis and visualization in large-scale kinetic models of biosystems

A Gábor, AF Villaverde, JR Banga - BMC systems biology, 2017 - Springer
Background Kinetic models of biochemical systems usually consist of ordinary differential
equations that have many unknown parameters. Some of these parameters are often …

Adaptive introgression from distant Caribbean islands contributed to the diversification of a microendemic adaptive radiation of trophic specialist pupfishes

EJ Richards, CH Martin - PLoS genetics, 2017 - journals.plos.org
Rapid diversification often involves complex histories of gene flow that leave variable and
conflicting signatures of evolutionary relatedness across the genome. Identifying the extent …

A comprehensive Drosophila melanogaster transcription factor interactome

L Shokri, S Inukai, A Hafner, K Weinand, K Hens… - Cell reports, 2019 - cell.com
Combinatorial interactions among transcription factors (TFs) play essential roles in
generating gene expression specificity and diversity in metazoans. Using yeast 2-hybrid …

Physiologically based modeling of food digestion and intestinal microbiota: state of the art and future challenges. An INFOGEST review

S Le Feunteun, A Al-Razaz, M Dekker… - Annual review of …, 2021 - annualreviews.org
This review focuses on modeling methodologies of the gastrointestinal tract during digestion
that have adopted a systems-view approach and, more particularly, on physiologically …

A dynamic kinetic model captures cell-free metabolism for improved butanol production

JP Martin, BJ Rasor, J DeBonis, AS Karim… - Metabolic …, 2023 - Elsevier
Cell-free systems are useful tools for prototyping metabolic pathways and optimizing the
production of various bioproducts. Mechanistically-based kinetic models are uniquely suited …