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Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients

Peripheral T lymphocytes of rheumatoid arthritis (RA) patients show pathological changes in their metabolic pathways, especially glycolysis. These changes may drive the increased proliferation and tissue invasiveness of RA T cells. In order to study the transcriptional regulation underlying these al...

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Autores principales: Harshan, Shilpa, Dey, Poulami, Raghunathan, Srivatsan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323564/
https://www.ncbi.nlm.nih.gov/pubmed/35886000
http://dx.doi.org/10.3390/genes13071216
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author Harshan, Shilpa
Dey, Poulami
Raghunathan, Srivatsan
author_facet Harshan, Shilpa
Dey, Poulami
Raghunathan, Srivatsan
author_sort Harshan, Shilpa
collection PubMed
description Peripheral T lymphocytes of rheumatoid arthritis (RA) patients show pathological changes in their metabolic pathways, especially glycolysis. These changes may drive the increased proliferation and tissue invasiveness of RA T cells. In order to study the transcriptional regulation underlying these alterations, we analysed publicly available RNA sequencing data from circulating T lymphocyte subsets of healthy individuals, untreated RA patients, and patients undergoing treatment for RA. Differential co-expression networks were created using sample-wise edge weights from an analysis called “linear interpolation to obtain network estimates for single sample” (lionessR), and annotated using the Gene Transcription Regulation Database (GTRD). Genes with high centrality scores were identified. CD8(+) effector memory cells (Tem) and CD8(+)CD45RA(+) effector memory cells (Temra) showed large changes in the transcriptional regulation of glycolysis in untreated RA. PFKFB3 and GAPDH were differentially regulated and had high centrality scores in CD8(+) Tem cells. PFKFB3 downregulation may be due to HIF1A post transcriptional inhibition. Tocilizumab treatment partially reversed the RA-associated differential expression of several metabolic and regulatory genes. MYC was upregulated and had high centrality scores in RA CD8(+) Temra cells; however, its glycolysis targets were unaltered. The upregulation of the PI3K-AKT and mTOR pathways may explain MYC upregulation.
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spelling pubmed-93235642022-07-27 Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients Harshan, Shilpa Dey, Poulami Raghunathan, Srivatsan Genes (Basel) Article Peripheral T lymphocytes of rheumatoid arthritis (RA) patients show pathological changes in their metabolic pathways, especially glycolysis. These changes may drive the increased proliferation and tissue invasiveness of RA T cells. In order to study the transcriptional regulation underlying these alterations, we analysed publicly available RNA sequencing data from circulating T lymphocyte subsets of healthy individuals, untreated RA patients, and patients undergoing treatment for RA. Differential co-expression networks were created using sample-wise edge weights from an analysis called “linear interpolation to obtain network estimates for single sample” (lionessR), and annotated using the Gene Transcription Regulation Database (GTRD). Genes with high centrality scores were identified. CD8(+) effector memory cells (Tem) and CD8(+)CD45RA(+) effector memory cells (Temra) showed large changes in the transcriptional regulation of glycolysis in untreated RA. PFKFB3 and GAPDH were differentially regulated and had high centrality scores in CD8(+) Tem cells. PFKFB3 downregulation may be due to HIF1A post transcriptional inhibition. Tocilizumab treatment partially reversed the RA-associated differential expression of several metabolic and regulatory genes. MYC was upregulated and had high centrality scores in RA CD8(+) Temra cells; however, its glycolysis targets were unaltered. The upregulation of the PI3K-AKT and mTOR pathways may explain MYC upregulation. MDPI 2022-07-07 /pmc/articles/PMC9323564/ /pubmed/35886000 http://dx.doi.org/10.3390/genes13071216 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Harshan, Shilpa
Dey, Poulami
Raghunathan, Srivatsan
Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients
title Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients
title_full Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients
title_fullStr Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients
title_full_unstemmed Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients
title_short Altered Transcriptional Regulation of Glycolysis in Circulating CD8(+) T Cells of Rheumatoid Arthritis Patients
title_sort altered transcriptional regulation of glycolysis in circulating cd8(+) t cells of rheumatoid arthritis patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9323564/
https://www.ncbi.nlm.nih.gov/pubmed/35886000
http://dx.doi.org/10.3390/genes13071216
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