In silico method for modelling metabolism and gene product expression at genome scale.

TitleIn silico method for modelling metabolism and gene product expression at genome scale.
Publication TypeJournal Article
Year of Publication2012
AuthorsLerman JA, Hyduke DR, Latif H, Portnoy VA, Lewis NE, Orth JD, Schrimpe-Rutledge AC, Smith RD, Adkins JN, Zengler K, Palsson BO
JournalNat Commun
Volume3
Pagination929
Date Published2012
ISSN2041-1723
KeywordsComputational Biology, Systems Biology, Thermotoga maritima, Transcriptome
Abstract

Transcription and translation use raw materials and energy generated metabolically to create the macromolecular machinery responsible for all cellular functions, including metabolism. A biochemically accurate model of molecular biology and metabolism will facilitate comprehensive and quantitative computations of an organism's molecular constitution as a function of genetic and environmental parameters. Here we formulate a model of metabolism and macromolecular expression. Prototyping it using the simple microorganism Thermotoga maritima, we show our model accurately simulates variations in cellular composition and gene expression. Moreover, through in silico comparative transcriptomics, the model allows the discovery of new regulons and improving the genome and transcription unit annotations. Our method presents a framework for investigating molecular biology and cellular physiology in silico and may allow quantitative interpretation of multi-omics data sets in the context of an integrated biochemical description of an organism.

DOI10.1038/ncomms1928
PubMed URLhttp://www.ncbi.nlm.nih.gov/pubmed/22760628?dopt=Abstract
PMCPMC3827721
Alternate JournalNat Commun
PubMed ID22760628