Tools and strategies of systems metabolic engineering for the development of microbial cell factories for chemical production

YS Ko, JW Kim, JA Lee, T Han, GB Kim… - Chemical Society …, 2020 - pubs.rsc.org
Sustainable production of chemicals from renewable non-food biomass has become a
promising alternative to overcome environmental issues caused by our heavy dependence …

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 …

[HTML][HTML] Metabolic modeling of single Th17 cells reveals regulators of autoimmunity

A Wagner, C Wang, J Fessler, D DeTomaso… - Cell, 2021 - cell.com
Metabolism is a major regulator of immune cell function, but it remains difficult to study the
metabolic status of individual cells. Here, we present Compass, an algorithm to characterize …

Systems biology and multi-omics integration: viewpoints from the metabolomics research community

FR Pinu, DJ Beale, AM Paten, K Kouremenos… - Metabolites, 2019 - mdpi.com
The use of multiple omics techniques (ie, genomics, transcriptomics, proteomics, and
metabolomics) is becoming increasingly popular in all facets of life science. Omics …

Combining mechanistic and machine learning models for predictive engineering and optimization of tryptophan metabolism

J Zhang, SD Petersen, T Radivojevic, A Ramirez… - Nature …, 2020 - nature.com
Through advanced mechanistic modeling and the generation of large high-quality datasets,
machine learning is becoming an integral part of understanding and engineering living …

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 …

Creation and analysis of biochemical constraint-based models using the COBRA Toolbox v. 3.0

L Heirendt, S Arreckx, T Pfau, SN Mendoza… - Nature protocols, 2019 - nature.com
Constraint-based reconstruction and analysis (COBRA) provides a molecular mechanistic
framework for integrative analysis of experimental molecular systems biology data and …

Gut microbiota functions: metabolism of nutrients and other food components

I Rowland, G Gibson, A Heinken, K Scott… - European journal of …, 2018 - Springer
The diverse microbial community that inhabits the human gut has an extensive metabolic
repertoire that is distinct from, but complements the activity of mammalian enzymes in the …

Addressing global ruminant agricultural challenges through understanding the rumen microbiome: past, present, and future

SA Huws, CJ Creevey, LB Oyama, I Mizrahi… - Frontiers in …, 2018 - frontiersin.org
The rumen is a complex ecosystem composed of anaerobic bacteria, protozoa, fungi,
methanogenic archaea and phages. These microbes interact closely to breakdown plant …

antiSMASH 3.0—a comprehensive resource for the genome mining of biosynthetic gene clusters

T Weber, K Blin, S Duddela, D Krug… - Nucleic acids …, 2015 - academic.oup.com
Microbial secondary metabolism constitutes a rich source of antibiotics, chemotherapeutics,
insecticides and other high-value chemicals. Genome mining of gene clusters that encode …