Ecological modelling approaches for predicting emergent properties in microbial communities

NI van den Berg, D Machado, S Santos… - Nature ecology & …, 2022 - nature.com
Recent studies have brought forward the critical role of emergent properties in shaping
microbial communities and the ecosystems of which they are a part. Emergent properties …

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 …

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 …

SBML Level 3: an extensible format for the exchange and reuse of biological models

SM Keating, D Waltemath, M König, F Zhang… - Molecular systems …, 2020 - embopress.org
Abstract Systems biology has experienced dramatic growth in the number, size, and
complexity of computational models. To reproduce simulation results and reuse models …

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 …

Metabolomics and isotope tracing

C Jang, L Chen, JD Rabinowitz - Cell, 2018 - cell.com
Great strides have been made over the past decade toward comprehensive study of
metabolism. Mass spectrometry (MS) has played a central role by enabling measurement of …

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 …

The role of soil microorganisms in plant mineral nutrition—current knowledge and future directions

R Jacoby, M Peukert, A Succurro, A Koprivova… - Frontiers in plant …, 2017 - frontiersin.org
In their natural environment, plants are part of a rich ecosystem including numerous and
diverse microorganisms in the soil. It has been long recognized that some of these microbes …

Recon3D enables a three-dimensional view of gene variation in human metabolism

E Brunk, S Sahoo, DC Zielinski, A Altunkaya… - Nature …, 2018 - nature.com
Genome-scale network reconstructions have helped uncover the molecular basis of
metabolism. Here we present Recon3D, a computational resource that includes three …