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Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine
BACKGROUND: Up to 40 per cent of people with active inflammatory bowel disease (IBD) also suffer from mood disorders such as anxiety and depression. Notwithstanding, the fundamental biological pathways driving depression in IBD remain unknown. METHODS: We identified 33 core genes that drive depressi...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008943/ https://www.ncbi.nlm.nih.gov/pubmed/36923403 http://dx.doi.org/10.3389/fimmu.2023.1145070 |
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author | Ning, Lijun Wang, Xinyuan Xuan, Baoqin Ma, Yanru Yan, Yuqing Gao, Ziyun Tong, Tianying Cui, Zhe Chen, Haoyan Li, Xiaobo Hong, Jie Wang, Zhenhua |
author_facet | Ning, Lijun Wang, Xinyuan Xuan, Baoqin Ma, Yanru Yan, Yuqing Gao, Ziyun Tong, Tianying Cui, Zhe Chen, Haoyan Li, Xiaobo Hong, Jie Wang, Zhenhua |
author_sort | Ning, Lijun |
collection | PubMed |
description | BACKGROUND: Up to 40 per cent of people with active inflammatory bowel disease (IBD) also suffer from mood disorders such as anxiety and depression. Notwithstanding, the fundamental biological pathways driving depression in IBD remain unknown. METHODS: We identified 33 core genes that drive depression in IBD patients and performed consensus molecular subtyping with the NMF algorithm in IBD. The CIBERSORT were employed to quantify the immune cells. Metabolic signature was characterized using the “IOBR” R package. The scoring system (D. score) based on PCA. Pre-clinical models are constructed using DSS. RESULTS: Using transcriptome data from the GEO database of 630 IBD patients, we performed a thorough analysis of the correlation between IBD and depression in this research. Firstly, the samples were separated into two different molecular subtypes (D. cluster1 and D. cluster2) based on their biological signatures. Moreover, the immunological and metabolic differences between them were evaluated, and we discovered that D. cluster2 most closely resembled IBD patients concomitant with depression. We also developed a scoring system to assess the IBD-related depression and predict clinical response to anti-TNF- therapy, with a higher D. score suggesting more inflammation and worse reaction to biological therapies. Ultimately, we also identified through animal experiments an antidepressant, paroxetine, has the added benefit of lowering intestinal inflammation by controlling microorganisms in the digestive tract. CONCLUSIONS: This study highlights that IBD patients with or without depression show significant variations and antidepressant paroxetine may help reduce intestinal inflammation. |
format | Online Article Text |
id | pubmed-10008943 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100089432023-03-14 Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine Ning, Lijun Wang, Xinyuan Xuan, Baoqin Ma, Yanru Yan, Yuqing Gao, Ziyun Tong, Tianying Cui, Zhe Chen, Haoyan Li, Xiaobo Hong, Jie Wang, Zhenhua Front Immunol Immunology BACKGROUND: Up to 40 per cent of people with active inflammatory bowel disease (IBD) also suffer from mood disorders such as anxiety and depression. Notwithstanding, the fundamental biological pathways driving depression in IBD remain unknown. METHODS: We identified 33 core genes that drive depression in IBD patients and performed consensus molecular subtyping with the NMF algorithm in IBD. The CIBERSORT were employed to quantify the immune cells. Metabolic signature was characterized using the “IOBR” R package. The scoring system (D. score) based on PCA. Pre-clinical models are constructed using DSS. RESULTS: Using transcriptome data from the GEO database of 630 IBD patients, we performed a thorough analysis of the correlation between IBD and depression in this research. Firstly, the samples were separated into two different molecular subtypes (D. cluster1 and D. cluster2) based on their biological signatures. Moreover, the immunological and metabolic differences between them were evaluated, and we discovered that D. cluster2 most closely resembled IBD patients concomitant with depression. We also developed a scoring system to assess the IBD-related depression and predict clinical response to anti-TNF- therapy, with a higher D. score suggesting more inflammation and worse reaction to biological therapies. Ultimately, we also identified through animal experiments an antidepressant, paroxetine, has the added benefit of lowering intestinal inflammation by controlling microorganisms in the digestive tract. CONCLUSIONS: This study highlights that IBD patients with or without depression show significant variations and antidepressant paroxetine may help reduce intestinal inflammation. Frontiers Media S.A. 2023-02-27 /pmc/articles/PMC10008943/ /pubmed/36923403 http://dx.doi.org/10.3389/fimmu.2023.1145070 Text en Copyright © 2023 Ning, Wang, Xuan, Ma, Yan, Gao, Tong, Cui, Chen, Li, Hong and Wang https://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) and the copyright owner(s) 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 | Immunology Ning, Lijun Wang, Xinyuan Xuan, Baoqin Ma, Yanru Yan, Yuqing Gao, Ziyun Tong, Tianying Cui, Zhe Chen, Haoyan Li, Xiaobo Hong, Jie Wang, Zhenhua Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
title | Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
title_full | Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
title_fullStr | Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
title_full_unstemmed | Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
title_short | Identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
title_sort | identification and investigation of depression-related molecular subtypes in inflammatory bowel disease and the anti-inflammatory mechanisms of paroxetine |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10008943/ https://www.ncbi.nlm.nih.gov/pubmed/36923403 http://dx.doi.org/10.3389/fimmu.2023.1145070 |
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