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 …

Machine and deep learning meet genome-scale metabolic modeling

G Zampieri, S Vijayakumar, E Yaneske… - PLoS computational …, 2019 - journals.plos.org
Omic data analysis is steadily growing as a driver of basic and applied molecular biology
research. Core to the interpretation of complex and heterogeneous biological phenotypes …

[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 …

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 …

iML1515, a knowledgebase that computes Escherichia coli traits

JM Monk, CJ Lloyd, E Brunk, N Mih, A Sastry… - Nature …, 2017 - nature.com
Figure 1 iML1515 genome-scale reconstruction.(a) The iML1515 model contains 1,515
open reading frames that encode enzymes that catalyze 2,719 reactions involving 1,192 …

BiGG Models: A platform for integrating, standardizing and sharing genome-scale models

ZA King, J Lu, A Dräger, P Miller… - Nucleic acids …, 2016 - academic.oup.com
Genome-scale metabolic models are mathematically-structured knowledge bases that can
be used to predict metabolic pathway usage and growth phenotypes. Furthermore, they can …

Using genome-scale models to predict biological capabilities

EJ O'Brien, JM Monk, BO Palsson - Cell, 2015 - cell.com
Constraint-based reconstruction and analysis (COBRA) methods at the genome scale have
been under development since the first whole-genome sequences appeared in the mid …

Antigen receptor repertoire profiling from RNA-seq data

DA Bolotin, S Poslavsky, AN Davydov, FE Frenkel… - Nature …, 2017 - nature.com
To the Editor: Somatic recombination and accumulation of mutations in VDJ segments result
in vast heterogeneity of T-cell receptor (TCR) and immunoglobulin repertoires1, 2. High …

[HTML][HTML] Quantifying diet-induced metabolic changes of the human gut microbiome

S Shoaie, P Ghaffari, P Kovatcheva-Datchary… - Cell metabolism, 2015 - cell.com
The human gut microbiome is known to be associated with various human disorders, but a
major challenge is to go beyond association studies and elucidate causalities. Mathematical …

A systematic assessment of current genome-scale metabolic reconstruction tools

SN Mendoza, BG Olivier, D Molenaar, B Teusink - Genome biology, 2019 - Springer
Background Several genome-scale metabolic reconstruction software platforms have been
developed and are being continuously updated. These tools have been widely applied to …