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Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells

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 activi...

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Autores principales: Sen, Partho, Kemppainen, Esko, Orešič, Matej
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5767226/
https://www.ncbi.nlm.nih.gov/pubmed/29376056
http://dx.doi.org/10.3389/fmolb.2017.00096
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author Sen, Partho
Kemppainen, Esko
Orešič, Matej
author_facet Sen, Partho
Kemppainen, Esko
Orešič, Matej
author_sort Sen, Partho
collection PubMed
description 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.
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spelling pubmed-57672262018-01-26 Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells Sen, Partho Kemppainen, Esko Orešič, Matej Front Mol Biosci Molecular Biosciences 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. Frontiers Media S.A. 2018-01-09 /pmc/articles/PMC5767226/ /pubmed/29376056 http://dx.doi.org/10.3389/fmolb.2017.00096 Text en Copyright © 2018 Sen, Kemppainen and Orešič. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Molecular Biosciences
Sen, Partho
Kemppainen, Esko
Orešič, Matej
Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells
title Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells
title_full Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells
title_fullStr Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells
title_full_unstemmed Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells
title_short Perspectives on Systems Modeling of Human Peripheral Blood Mononuclear Cells
title_sort perspectives on systems modeling of human peripheral blood mononuclear cells
topic Molecular Biosciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5767226/
https://www.ncbi.nlm.nih.gov/pubmed/29376056
http://dx.doi.org/10.3389/fmolb.2017.00096
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