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Implication of proliferation gene biomarkers in pulmonary hypertension
OBJECTIVE/BACKGROUND: Proliferation is a widely recognized trigger for pulmonary hypertension (PH), a life‐threatening, progressive disorder of pulmonary blood vessels. This study was aimed to identify some proliferation associated genes/targets for better comprehension of PH pathogenesis. METHODS:...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8690983/ https://www.ncbi.nlm.nih.gov/pubmed/34977488 http://dx.doi.org/10.1002/ame2.12191 |
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author | Yan, Yi Jiang, Rong Yuan, Ping Wen, Li Pang, Xiao‐Bin Jing, Zhi‐Cheng He, Yang‐Yang Han, Zhi‐Yan |
author_facet | Yan, Yi Jiang, Rong Yuan, Ping Wen, Li Pang, Xiao‐Bin Jing, Zhi‐Cheng He, Yang‐Yang Han, Zhi‐Yan |
author_sort | Yan, Yi |
collection | PubMed |
description | OBJECTIVE/BACKGROUND: Proliferation is a widely recognized trigger for pulmonary hypertension (PH), a life‐threatening, progressive disorder of pulmonary blood vessels. This study was aimed to identify some proliferation associated genes/targets for better comprehension of PH pathogenesis. METHODS: Human pulmonary arterial smooth muscle cells (hPASMCs) were cultured in the presence or absence of human recombinant platelet derived growth factor (rhPDGF)‐BB. Cells were collected for metabolomics or transcriptomics study. Gene profiling of lungs of PH rats after hypoxia exposure or of PH patients were retrieved from GEO database. RESULTS: 90 metabolites (VIP score >1, fold change >2 or <0.5 and p < .05) and 2701 unique metabolism associated genes (MAGs) were identified in rhPDGF‐BB treated hPASMCs compared to control cells. In addition, 1151 differentially expressed genes (313 upregulated and 838 downregulated) were identified in rhPDGF‐BB treated hPASMCs compared to control cells (fold change >2 or <0.5 and p < .05). 152 differentially expressed MAGs were then determined, out of which 9 hub genes (IL6, CXCL8, CCL2, CXCR4, CCND1, PLAUR, PLAU, HBEGF and F3) were defined as core proliferation associated hub genes in protein proten interaction analysis. In addition, the hub gene‐based LASSO model can predict the occurrence of PH (AUC = 0.88). The expression of CXCR4, as one of the hub genes, was positively correlated to immune cell infiltrates. CONCLUSION: Our findings revealed some key proliferation associated genes in PH, which provide the crucial information concerning complex metabolic reprogramming and inflammatory modulation in response to proliferation signals and might offer therapeutic gains for PH. |
format | Online Article Text |
id | pubmed-8690983 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86909832021-12-30 Implication of proliferation gene biomarkers in pulmonary hypertension Yan, Yi Jiang, Rong Yuan, Ping Wen, Li Pang, Xiao‐Bin Jing, Zhi‐Cheng He, Yang‐Yang Han, Zhi‐Yan Animal Model Exp Med Regular Articles OBJECTIVE/BACKGROUND: Proliferation is a widely recognized trigger for pulmonary hypertension (PH), a life‐threatening, progressive disorder of pulmonary blood vessels. This study was aimed to identify some proliferation associated genes/targets for better comprehension of PH pathogenesis. METHODS: Human pulmonary arterial smooth muscle cells (hPASMCs) were cultured in the presence or absence of human recombinant platelet derived growth factor (rhPDGF)‐BB. Cells were collected for metabolomics or transcriptomics study. Gene profiling of lungs of PH rats after hypoxia exposure or of PH patients were retrieved from GEO database. RESULTS: 90 metabolites (VIP score >1, fold change >2 or <0.5 and p < .05) and 2701 unique metabolism associated genes (MAGs) were identified in rhPDGF‐BB treated hPASMCs compared to control cells. In addition, 1151 differentially expressed genes (313 upregulated and 838 downregulated) were identified in rhPDGF‐BB treated hPASMCs compared to control cells (fold change >2 or <0.5 and p < .05). 152 differentially expressed MAGs were then determined, out of which 9 hub genes (IL6, CXCL8, CCL2, CXCR4, CCND1, PLAUR, PLAU, HBEGF and F3) were defined as core proliferation associated hub genes in protein proten interaction analysis. In addition, the hub gene‐based LASSO model can predict the occurrence of PH (AUC = 0.88). The expression of CXCR4, as one of the hub genes, was positively correlated to immune cell infiltrates. CONCLUSION: Our findings revealed some key proliferation associated genes in PH, which provide the crucial information concerning complex metabolic reprogramming and inflammatory modulation in response to proliferation signals and might offer therapeutic gains for PH. John Wiley and Sons Inc. 2021-11-22 /pmc/articles/PMC8690983/ /pubmed/34977488 http://dx.doi.org/10.1002/ame2.12191 Text en © 2021 The Authors. Animal Models and Experimental Medicine published by John Wiley & Sons Australia, Ltd on behalf of The Chinese Association for Laboratory Animal Sciences. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Regular Articles Yan, Yi Jiang, Rong Yuan, Ping Wen, Li Pang, Xiao‐Bin Jing, Zhi‐Cheng He, Yang‐Yang Han, Zhi‐Yan Implication of proliferation gene biomarkers in pulmonary hypertension |
title | Implication of proliferation gene biomarkers in pulmonary hypertension |
title_full | Implication of proliferation gene biomarkers in pulmonary hypertension |
title_fullStr | Implication of proliferation gene biomarkers in pulmonary hypertension |
title_full_unstemmed | Implication of proliferation gene biomarkers in pulmonary hypertension |
title_short | Implication of proliferation gene biomarkers in pulmonary hypertension |
title_sort | implication of proliferation gene biomarkers in pulmonary hypertension |
topic | Regular Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8690983/ https://www.ncbi.nlm.nih.gov/pubmed/34977488 http://dx.doi.org/10.1002/ame2.12191 |
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