Reconstructing organisms in silico: genome-scale models and their emerging applications

X Fang, CJ Lloyd, BO Palsson - Nature Reviews Microbiology, 2020 - nature.com
Escherichia coli is considered to be the best-known microorganism given the large number
of published studies detailing its genes, its genome and the biochemical functions of its …

Current status and applications of genome-scale metabolic models

C Gu, GB Kim, WJ Kim, HU Kim, SY Lee - Genome biology, 2019 - Springer
Genome-scale metabolic models (GEMs) computationally describe gene-protein-reaction
associations for entire metabolic genes in an organism, and can be simulated to predict …

MEMOTE for standardized genome-scale metabolic model testing

C Lieven, ME Beber, BG Olivier, FT Bergmann… - Nature …, 2020 - nature.com
To the Editor—Reconstructing metabolic reaction networks enables the development of
testable hypotheses of an organism's metabolism under different conditions 1. State-of-the …

Machine learning for metabolic engineering: A review

CE Lawson, JM Martí, T Radivojevic… - Metabolic …, 2021 - Elsevier
Abstract Machine learning provides researchers a unique opportunity to make metabolic
engineering more predictable. In this review, we offer an introduction to this discipline in …

A consensus S. cerevisiae metabolic model Yeast8 and its ecosystem for comprehensively probing cellular metabolism

H Lu, F Li, BJ Sánchez, Z Zhu, G Li, I Domenzain… - Nature …, 2019 - nature.com
Genome-scale metabolic models (GEMs) represent extensive knowledgebases that provide
a platform for model simulations and integrative analysis of omics data. This study …

Fast automated reconstruction of genome-scale metabolic models for microbial species and communities

D Machado, S Andrejev, M Tramontano… - Nucleic acids …, 2018 - academic.oup.com
Genome-scale metabolic models are instrumental in uncovering operating principles of
cellular metabolism, for model-guided re-engineering, and unraveling cross-feeding in …

An atlas of human metabolism

JL Robinson, P Kocabaş, H Wang, PE Cholley… - Science …, 2020 - science.org
Genome-scale metabolic models (GEMs) are valuable tools to study metabolism and
provide a scaffold for the integrative analysis of omics data. Researchers have developed …

RAVEN 2.0: A versatile toolbox for metabolic network reconstruction and a case study on Streptomyces coelicolor

H Wang, S Marcišauskas, BJ Sánchez… - PLoS computational …, 2018 - journals.plos.org
RAVEN is a commonly used MATLAB toolbox for genome-scale metabolic model (GEM)
reconstruction, curation and constraint-based modelling and simulation. Here we present …

Genome-scale metabolic network reconstruction of model animals as a platform for translational research

H Wang, JL Robinson, P Kocabas… - Proceedings of the …, 2021 - National Acad Sciences
Genome-scale metabolic models (GEMs) are used extensively for analysis of mechanisms
underlying human diseases and metabolic malfunctions. However, the lack of …

BiGG Models 2020: multi-strain genome-scale models and expansion across the phylogenetic tree

CJ Norsigian, N Pusarla, JL McConn… - Nucleic acids …, 2020 - academic.oup.com
Abstract The BiGG Models knowledge base (http://bigg. ucsd. edu) is a centralized
repository for high-quality genome-scale metabolic models. For the past 12 years, the …