Mathematical optimization applications in metabolic networks

AR Zomorrodi, PF Suthers, S Ranganathan… - Metabolic …, 2012 - Elsevier
Genome-scale metabolic models are increasingly becoming available for a variety of
microorganisms. This has spurred the development of a wide array of computational tools …

Network reduction methods for genome-scale metabolic models

D Singh, MJ Lercher - Cellular and Molecular Life Sciences, 2020 - Springer
Genome-scale metabolic models (GSMs) provide a comprehensive representation of
cellular metabolism. GSMs provide a mechanistic link between cellular genotypes and …

Designing metabolic division of labor in microbial communities

M Thommes, T Wang, Q Zhao, IC Paschalidis… - MSystems, 2019 - Am Soc Microbiol
Microbes face a trade-off between being metabolically independent and relying on
neighboring organisms for the supply of some essential metabolites. This balance of …

A mechanism-aware and multiomic machine-learning pipeline characterizes yeast cell growth

C Culley, S Vijayakumar, G Zampieri… - Proceedings of the …, 2020 - National Acad Sciences
Metabolic modeling and machine learning are key components in the emerging next
generation of systems and synthetic biology tools, targeting the genotype–phenotype …

Sybil–efficient constraint-based modelling in R

G Gelius-Dietrich, AA Desouki, CJ Fritzemeier… - BMC systems …, 2013 - Springer
Background Constraint-based analyses of metabolic networks are widely used to simulate
the properties of genome-scale metabolic networks. Publicly available implementations tend …

DRUM: a new framework for metabolic modeling under non-balanced growth. Application to the carbon metabolism of unicellular microalgae

C Baroukh, R Muñoz-Tamayo, JP Steyer, O Bernard - PloS one, 2014 - journals.plos.org
Metabolic modeling is a powerful tool to understand, predict and optimize bioprocesses,
particularly when they imply intracellular molecules of interest. Unfortunately, the use of …

Quantitative time-course metabolomics in human red blood cells reveal the temperature dependence of human metabolic networks

JT Yurkovich, DC Zielinski, L Yang, G Paglia… - Journal of Biological …, 2017 - ASBMB
The temperature dependence of biological processes has been studied at the levels of
individual biochemical reactions and organism physiology (eg basal metabolic rates) but …

Reconstruction of the microalga Nannochloropsis salina genome-scale metabolic model with applications to lipid production

N Loira, S Mendoza, M Paz Cortés, N Rojas… - BMC systems …, 2017 - Springer
Abstract Background Nannochloropsis salina (= Eustigmatophyceae) is a marine microalga
which has become a biotechnological target because of its high capacity to produce …

Control of fluxes in metabolic networks

G Basler, Z Nikoloski, A Larhlimi, AL Barabási… - Genome …, 2016 - genome.cshlp.org
Understanding the control of large-scale metabolic networks is central to biology and
medicine. However, existing approaches either require specifying a cellular objective or can …

Metabolic Model of the Phytophthora infestans-Tomato Interaction Reveals Metabolic Switches during Host Colonization

SYA Rodenburg, MF Seidl, HS Judelson, AL Vu… - MBio, 2019 - Am Soc Microbiol
The oomycete pathogen Phytophthora infestans causes potato and tomato late blight, a
disease that is a serious threat to agriculture. P. infestans is a hemibiotrophic pathogen, and …