Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells

GM-CSF produced by autoreactive CD4-positive T helper cells is involved in the pathogenesis of autoimmune diseases, such as multiple sclerosis. However, the molecular regulators that establish and maintain the features of GM-CSF-positive CD4 T cells are unknown. In order to identify these regulators...

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Main Authors: Szabolcs Éliás, Angelika Schmidt, David Gomez-Cabrero, Jesper Tegnér
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Journal of Immunology Research
Online Access:http://dx.doi.org/10.1155/2021/8880585
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spelling doaj-1c4d12510e5b4deab3c78d3fb58118212021-07-19T01:04:01ZengHindawi LimitedJournal of Immunology Research2314-71562021-01-01202110.1155/2021/8880585Gene Regulatory Network of Human GM-CSF-Secreting T Helper CellsSzabolcs Éliás0Angelika Schmidt1David Gomez-Cabrero2Jesper Tegnér3Unit of Computational MedicineUnit of Computational MedicineUnit of Computational MedicineUnit of Computational MedicineGM-CSF produced by autoreactive CD4-positive T helper cells is involved in the pathogenesis of autoimmune diseases, such as multiple sclerosis. However, the molecular regulators that establish and maintain the features of GM-CSF-positive CD4 T cells are unknown. In order to identify these regulators, we isolated human GM-CSF-producing CD4 T cells from human peripheral blood by using a cytokine capture assay. We compared these cells to the corresponding GM-CSF-negative fraction, and furthermore, we studied naïve CD4 T cells, memory CD4 T cells, and bulk CD4 T cells from the same individuals as additional control cell populations. As a result, we provide a rich resource of integrated chromatin accessibility (ATAC-seq) and transcriptome (RNA-seq) data from these primary human CD4 T cell subsets and we show that the identified signatures are associated with human autoimmune diseases, especially multiple sclerosis. By combining information about mRNA expression, DNA accessibility, and predicted transcription factor binding, we reconstructed directed gene regulatory networks connecting transcription factors to their targets, which comprise putative key regulators of human GM-CSF-positive CD4 T cells as well as memory CD4 T cells. Our results suggest potential therapeutic targets to be investigated in the future in human autoimmune disease.http://dx.doi.org/10.1155/2021/8880585
collection DOAJ
language English
format Article
sources DOAJ
author Szabolcs Éliás
Angelika Schmidt
David Gomez-Cabrero
Jesper Tegnér
spellingShingle Szabolcs Éliás
Angelika Schmidt
David Gomez-Cabrero
Jesper Tegnér
Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells
Journal of Immunology Research
author_facet Szabolcs Éliás
Angelika Schmidt
David Gomez-Cabrero
Jesper Tegnér
author_sort Szabolcs Éliás
title Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells
title_short Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells
title_full Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells
title_fullStr Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells
title_full_unstemmed Gene Regulatory Network of Human GM-CSF-Secreting T Helper Cells
title_sort gene regulatory network of human gm-csf-secreting t helper cells
publisher Hindawi Limited
series Journal of Immunology Research
issn 2314-7156
publishDate 2021-01-01
description GM-CSF produced by autoreactive CD4-positive T helper cells is involved in the pathogenesis of autoimmune diseases, such as multiple sclerosis. However, the molecular regulators that establish and maintain the features of GM-CSF-positive CD4 T cells are unknown. In order to identify these regulators, we isolated human GM-CSF-producing CD4 T cells from human peripheral blood by using a cytokine capture assay. We compared these cells to the corresponding GM-CSF-negative fraction, and furthermore, we studied naïve CD4 T cells, memory CD4 T cells, and bulk CD4 T cells from the same individuals as additional control cell populations. As a result, we provide a rich resource of integrated chromatin accessibility (ATAC-seq) and transcriptome (RNA-seq) data from these primary human CD4 T cell subsets and we show that the identified signatures are associated with human autoimmune diseases, especially multiple sclerosis. By combining information about mRNA expression, DNA accessibility, and predicted transcription factor binding, we reconstructed directed gene regulatory networks connecting transcription factors to their targets, which comprise putative key regulators of human GM-CSF-positive CD4 T cells as well as memory CD4 T cells. Our results suggest potential therapeutic targets to be investigated in the future in human autoimmune disease.
url http://dx.doi.org/10.1155/2021/8880585
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