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Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells

Authors :
Partho Sen
Esko Kemppainen
Matej Orešič
Source :
Frontiers in Molecular Biosciences, Vol 4 (2018)
Publication Year :
2018
Publisher :
Frontiers Media S.A., 2018.

Abstract

Human peripheral blood mononuclear cells (PBMCs) are the key drivers of the immune responses. These cells undergo activation, proliferation and differentiation into various subsets. During these processes they initiate metabolic reprogramming, which is coordinated by specific gene and protein activities. PBMCs as a model system have been widely used to study metabolic and autoimmune diseases. Herein we review various omics and systems-based approaches such as transcriptomics, epigenomics, proteomics, and metabolomics as applied to PBMCs, particularly T helper subsets, that unveiled disease markers and the underlying mechanisms. We also discuss and emphasize several aspects of T cell metabolic modeling in healthy and disease states using genome-scale metabolic models.

Details

Language :
English
ISSN :
2296889X
Volume :
4
Database :
Directory of Open Access Journals
Journal :
Frontiers in Molecular Biosciences
Publication Type :
Academic Journal
Accession number :
edsdoj.27ed00cd38ff4dcf87aa1a7f754a483e
Document Type :
article
Full Text :
https://doi.org/10.3389/fmolb.2017.00096