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 …

Perspectives and challenges of microbial application for crop improvement

S Timmusk, L Behers, J Muthoni, A Muraya… - Frontiers in plant …, 2017 - frontiersin.org
Global population increases and climate change pose a challenge to worldwide crop
production. There is a need to intensify agricultural production in a sustainable manner and …

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 …

Network science of biological systems at different scales: A review

M Gosak, R Markovič, J Dolenšek, MS Rupnik… - Physics of life …, 2018 - Elsevier
Network science is today established as a backbone for description of structure and function
of various physical, chemical, biological, technological, and social systems. Here we review …

Immunometabolism in the single-cell era

MN Artyomov, J Van den Bossche - Cell metabolism, 2020 - cell.com
Emerging research has identified metabolic pathways that are crucial for the proper
regulation of immune cells and how, when deranged, they can cause immune dysfunction …

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 …

Constraint-based models predict metabolic and associated cellular functions

A Bordbar, JM Monk, ZA King, BO Palsson - Nature Reviews Genetics, 2014 - nature.com
The prediction of cellular function from a genotype is a fundamental goal in biology. For
metabolism, constraint-based modelling methods systematize biochemical, genetic and …

Predicting network activity from high throughput metabolomics

S Li, Y Park, S Duraisingham, FH Strobel… - PLoS computational …, 2013 - journals.plos.org
The functional interpretation of high throughput metabolomics by mass spectrometry is
hindered by the identification of metabolites, a tedious and challenging task. We present a …

The ModelSEED Biochemistry Database for the integration of metabolic annotations and the reconstruction, comparison and analysis of metabolic models for plants …

SMD Seaver, F Liu, Q Zhang, J Jeffryes… - Nucleic acids …, 2021 - academic.oup.com
For over 10 years, ModelSEED has been a primary resource for the construction of draft
genome-scale metabolic models based on annotated microbial or plant genomes. Now …

Personalized whole‐body models integrate metabolism, physiology, and the gut microbiome

I Thiele, S Sahoo, A Heinken, J Hertel… - Molecular systems …, 2020 - embopress.org
Comprehensive molecular‐level models of human metabolism have been generated on a
cellular level. However, models of whole‐body metabolism have not been established as …