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Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery
We explored potential biomarkers and molecular mechanisms regarding multiple benefits after bariatric surgery. Differentially expressed genes (DEGs) for subcutaneous adipose tissue (AT) after bariatric surgery were identified by analyzing two expression profiles from the GEO. Subsequently, enrichmen...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7469525/ https://www.ncbi.nlm.nih.gov/pubmed/32684073 http://dx.doi.org/10.1080/21623945.2020.1795434 |
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author | Liu, Yingshan Jin, Jing Chen, Yanshan Chen, Chuna Chen, Zhenguo Xu, Lingling |
author_facet | Liu, Yingshan Jin, Jing Chen, Yanshan Chen, Chuna Chen, Zhenguo Xu, Lingling |
author_sort | Liu, Yingshan |
collection | PubMed |
description | We explored potential biomarkers and molecular mechanisms regarding multiple benefits after bariatric surgery. Differentially expressed genes (DEGs) for subcutaneous adipose tissue (AT) after bariatric surgery were identified by analyzing two expression profiles from the GEO. Subsequently, enrichment analysis, GSEA, PPI network, and gene-microRNAs and gene-TFs networks were interrogated to identify hub genes and associated pathways. Co-expressed DEGs included one that was up-regulated and 22 that were down-regulated genes. The enrichment analyses indicated that down-regulated DEGs were significantly involved in inflammatory responses. GSEA provided comprehensive evidence that most genes enriched in pro-inflammation pathways, while gene-sets after surgery enriched in metabolism. We identified nine hub genes in the PPI network, most of which were validated as highly expressed and hypomethylated in obesity by Attie Lab Diabetes and DiseaseMeth databases, respectively. DGIdb was also applied to predict potential therapeutic agents that might reverse abnormally high hub gene expression. Bariatric surgery induces a significant shift from an obese pro-inflammatory state to an anti-inflammatory state, with improvement in adipocyte metabolic function – representing key mechanisms whereby AT function improves after bariatric surgery. Our study deepens a mechanistic understanding of the benefits of bariatric surgery and provides potential biomarkers or treatment targets for further research. |
format | Online Article Text |
id | pubmed-7469525 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Taylor & Francis |
record_format | MEDLINE/PubMed |
spelling | pubmed-74695252020-09-15 Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery Liu, Yingshan Jin, Jing Chen, Yanshan Chen, Chuna Chen, Zhenguo Xu, Lingling Adipocyte Research Article We explored potential biomarkers and molecular mechanisms regarding multiple benefits after bariatric surgery. Differentially expressed genes (DEGs) for subcutaneous adipose tissue (AT) after bariatric surgery were identified by analyzing two expression profiles from the GEO. Subsequently, enrichment analysis, GSEA, PPI network, and gene-microRNAs and gene-TFs networks were interrogated to identify hub genes and associated pathways. Co-expressed DEGs included one that was up-regulated and 22 that were down-regulated genes. The enrichment analyses indicated that down-regulated DEGs were significantly involved in inflammatory responses. GSEA provided comprehensive evidence that most genes enriched in pro-inflammation pathways, while gene-sets after surgery enriched in metabolism. We identified nine hub genes in the PPI network, most of which were validated as highly expressed and hypomethylated in obesity by Attie Lab Diabetes and DiseaseMeth databases, respectively. DGIdb was also applied to predict potential therapeutic agents that might reverse abnormally high hub gene expression. Bariatric surgery induces a significant shift from an obese pro-inflammatory state to an anti-inflammatory state, with improvement in adipocyte metabolic function – representing key mechanisms whereby AT function improves after bariatric surgery. Our study deepens a mechanistic understanding of the benefits of bariatric surgery and provides potential biomarkers or treatment targets for further research. Taylor & Francis 2020-07-20 /pmc/articles/PMC7469525/ /pubmed/32684073 http://dx.doi.org/10.1080/21623945.2020.1795434 Text en © 2020 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Liu, Yingshan Jin, Jing Chen, Yanshan Chen, Chuna Chen, Zhenguo Xu, Lingling Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
title | Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
title_full | Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
title_fullStr | Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
title_full_unstemmed | Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
title_short | Integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
title_sort | integrative analyses of biomarkers and pathways for adipose tissue after bariatric surgery |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7469525/ https://www.ncbi.nlm.nih.gov/pubmed/32684073 http://dx.doi.org/10.1080/21623945.2020.1795434 |
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