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Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women
BACKGROUND: As the population ages, an increasing number of postmenopausal women are donors of adipose stromal cells (ASCs) and may benefit from autologous ASC-related treatments. However, the effect of menopausal status on ASCs has not been investigated. METHODS: RNA sequencing data were downloaded...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7049195/ https://www.ncbi.nlm.nih.gov/pubmed/32111240 http://dx.doi.org/10.1186/s13287-020-01613-x |
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author | Xie, Yun Fang, Bin Liu, Wenhui Li, Guangshuai Huang, Ru-Lin Zhang, Lu He, Jiahao Zhou, Shuangbai Liu, Kai Li, Qingfeng |
author_facet | Xie, Yun Fang, Bin Liu, Wenhui Li, Guangshuai Huang, Ru-Lin Zhang, Lu He, Jiahao Zhou, Shuangbai Liu, Kai Li, Qingfeng |
author_sort | Xie, Yun |
collection | PubMed |
description | BACKGROUND: As the population ages, an increasing number of postmenopausal women are donors of adipose stromal cells (ASCs) and may benefit from autologous ASC-related treatments. However, the effect of menopausal status on ASCs has not been investigated. METHODS: RNA sequencing data were downloaded, and differentially expressed genes (DEGs) were identified. Hierarchical clustering, Gene Ontology, and pathway analyses were applied to the DEGs. Two gene coexpression network analysis approaches were applied to the DEGs to provide a holistic view and preserve gene interactions. Hub genes of the gene coexpression network were identified, and their expression profiles were examined with clinical samples. ASCs from pre- and postmenopausal women were co-cultured with monocytes and T cells to determine their immunoregulatory role. RESULTS: In total, 2299 DEGs were identified and presented distinct expression profiles between pre- and postmenopausal women. Gene Ontology and pathway analyses revealed some fertility-, sex hormone-, immune-, aging-, and angiogenesis-related terms and pathways. Gene coexpression networks were constructed, and the top hub genes, including TIE1, ANGPT2, RNASE1, PLVAP, CA2, and MPZL2, were consistent between the two approaches. Expression profiles of hub genes from the RNA sequencing data and clinical samples were consistent. ASCs from postmenopausal women elicit M1 polarization, while their counterparts facilitate CD3/4+ T cell proliferation. CONCLUSIONS: The present study reveals the transcriptome differences in ASCs derived from pre- and postmenopausal women and provides holistic views by preserving gene interactions via gene coexpression network analysis. The top hub genes identified by this study could serve as potential targets to enhance the therapeutic potential of ASCs. |
format | Online Article Text |
id | pubmed-7049195 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-70491952020-03-05 Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women Xie, Yun Fang, Bin Liu, Wenhui Li, Guangshuai Huang, Ru-Lin Zhang, Lu He, Jiahao Zhou, Shuangbai Liu, Kai Li, Qingfeng Stem Cell Res Ther Research BACKGROUND: As the population ages, an increasing number of postmenopausal women are donors of adipose stromal cells (ASCs) and may benefit from autologous ASC-related treatments. However, the effect of menopausal status on ASCs has not been investigated. METHODS: RNA sequencing data were downloaded, and differentially expressed genes (DEGs) were identified. Hierarchical clustering, Gene Ontology, and pathway analyses were applied to the DEGs. Two gene coexpression network analysis approaches were applied to the DEGs to provide a holistic view and preserve gene interactions. Hub genes of the gene coexpression network were identified, and their expression profiles were examined with clinical samples. ASCs from pre- and postmenopausal women were co-cultured with monocytes and T cells to determine their immunoregulatory role. RESULTS: In total, 2299 DEGs were identified and presented distinct expression profiles between pre- and postmenopausal women. Gene Ontology and pathway analyses revealed some fertility-, sex hormone-, immune-, aging-, and angiogenesis-related terms and pathways. Gene coexpression networks were constructed, and the top hub genes, including TIE1, ANGPT2, RNASE1, PLVAP, CA2, and MPZL2, were consistent between the two approaches. Expression profiles of hub genes from the RNA sequencing data and clinical samples were consistent. ASCs from postmenopausal women elicit M1 polarization, while their counterparts facilitate CD3/4+ T cell proliferation. CONCLUSIONS: The present study reveals the transcriptome differences in ASCs derived from pre- and postmenopausal women and provides holistic views by preserving gene interactions via gene coexpression network analysis. The top hub genes identified by this study could serve as potential targets to enhance the therapeutic potential of ASCs. BioMed Central 2020-02-28 /pmc/articles/PMC7049195/ /pubmed/32111240 http://dx.doi.org/10.1186/s13287-020-01613-x Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Xie, Yun Fang, Bin Liu, Wenhui Li, Guangshuai Huang, Ru-Lin Zhang, Lu He, Jiahao Zhou, Shuangbai Liu, Kai Li, Qingfeng Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
title | Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
title_full | Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
title_fullStr | Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
title_full_unstemmed | Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
title_short | Transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
title_sort | transcriptome differences in adipose stromal cells derived from pre- and postmenopausal women |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7049195/ https://www.ncbi.nlm.nih.gov/pubmed/32111240 http://dx.doi.org/10.1186/s13287-020-01613-x |
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