Metabolic modeling to interrogate microbial disease: a tale for experimentalists

F Jean-Pierre, MA Henson, GA O'Toole - Frontiers in Molecular …, 2021 - frontiersin.org
The explosion of microbiome analyses has helped identify individual microorganisms and
microbial communities driving human health and disease, but how these communities …

Deciphering the metabolic capabilities of Bifidobacteria using genome-scale metabolic models

NT Devika, K Raman - Scientific Reports, 2019 - nature.com
Bifidobacteria, the initial colonisers of breastfed infant guts, are considered as the key
commensals that promote a healthy gastrointestinal tract. However, little is known about the …

Overcoming selection bias in synthetic lethality prediction

C Seale, Y Tepeli, JP Gonçalves - Bioinformatics, 2022 - academic.oup.com
Motivation Synthetic lethality (SL) between two genes occurs when simultaneous loss of
function leads to cell death. This holds great promise for developing anti-cancer therapeutics …

[图书][B] An introduction to computational systems biology: systems-level modelling of cellular networks

K Raman - 2021 - taylorfrancis.com
This book delivers a comprehensive and insightful account of applying mathematical
modelling approaches to very large biological systems and networks—a fundamental aspect …

Understanding flux switching in metabolic networks through an analysis of synthetic lethals

SM Narasimha, T Malpani, OS Mohite… - npj Systems Biology …, 2024 - nature.com
Biological systems are robust and redundant. The redundancy can manifest as alternative
metabolic pathways. Synthetic double lethals are pairs of reactions that, when deleted …

Understanding flux switching in metabolic networks through an analysis of synthetic lethals

S Manojna, T Malpani, OS Mohite, S Nath, K Raman - bioRxiv, 2024 - biorxiv.org
Biological systems are extremely robust and exhibit high levels of redundancy for multiple
cellular functions. Some of this redundancy manifests as alternative pathways in …

Towards the Integration of Metabolic Network Modelling and Machine Learning for the Routine Analysis of High-Throughput Patient Data

MP Pacheco, T Bintener, T Sauter - Automated Reasoning for Systems …, 2019 - Springer
The decreasing cost of high-throughput technologies allows to consider their use in
healthcare and medicine. To prepare for this upcoming revolution, the community is …