Computing the functional proteome: recent progress and future prospects for genome-scale models

Edward J. O'Brien, Bernhard Palsson

Research output: Contribution to journalJournal articleResearchpeer-review

Abstract

Constraint-based models enable the computation of feasible, optimal, and realized biological phenotypes from reaction network reconstructions and constraints on their operation. To date, stoichiometric reconstructions have largely focused on metabolism, resulting in genome-scale metabolic models (M-Models). Recent expansions in network content to encompass proteome synthesis have resulted in models of metabolism and protein expression (ME-Models). ME-Models advance the predictions possible with constraint-based models from network flux states to the spatially resolved molecular composition of a cell. Specifically, ME-Models enable the prediction of transcriptome and proteome allocation and limitations, and basal expression states and regulatory needs. Continued expansion in reconstruction content and constraints will result in an increasingly refined representation of cellular composition and behavior.
Original languageEnglish
JournalCurrent Opinion in Biotechnology
Volume34
Pages (from-to)125-134
Number of pages10
ISSN0958-1669
DOIs
Publication statusPublished - 2015

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