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 …
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 …
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
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 …
metabolic status of individual cells. Here, we present Compass, an algorithm to characterize …
Current status and applications of genome-scale metabolic models
Genome-scale metabolic models (GEMs) computationally describe gene-protein-reaction
associations for entire metabolic genes in an organism, and can be simulated to predict …
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
Abstract Systems biology has experienced dramatic growth in the number, size, and
complexity of computational models. To reproduce simulation results and reuse models …
complexity of computational models. To reproduce simulation results and reuse models …
Machine learning for metabolic engineering: A review
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 …
engineering more predictable. In this review, we offer an introduction to this discipline in …
Metabolomics and isotope tracing
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 …
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
Constraint-based reconstruction and analysis (COBRA) provides a molecular mechanistic
framework for integrative analysis of experimental molecular systems biology data and …
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 …
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
Genome-scale network reconstructions have helped uncover the molecular basis of
metabolism. Here we present Recon3D, a computational resource that includes three …
metabolism. Here we present Recon3D, a computational resource that includes three …