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Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia

BACKGROUND: The pathogenesis of acute pancreatitis (AP) and the relationship between acute pancreatitis and hypertriglyceridemia are complex and not fully understood. The purpose of this study was to identify the hub genes along with common differentially expressed genes (DEGs) between acute pancrea...

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Autores principales: Zhang, Shiyu, Liang, Zhihai, Xiang, Xuelian, Liu, Li, Yang, Huiying, Tang, Guodu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8885164/
https://www.ncbi.nlm.nih.gov/pubmed/35237056
http://dx.doi.org/10.2147/DMSO.S349528
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author Zhang, Shiyu
Liang, Zhihai
Xiang, Xuelian
Liu, Li
Yang, Huiying
Tang, Guodu
author_facet Zhang, Shiyu
Liang, Zhihai
Xiang, Xuelian
Liu, Li
Yang, Huiying
Tang, Guodu
author_sort Zhang, Shiyu
collection PubMed
description BACKGROUND: The pathogenesis of acute pancreatitis (AP) and the relationship between acute pancreatitis and hypertriglyceridemia are complex and not fully understood. The purpose of this study was to identify the hub genes along with common differentially expressed genes (DEGs) between acute pancreatitis and hypertriglyceridemia. METHODS: We downloaded three gene expression profiles of AP and one gene expression profile of hypertriglyceridemia from the Gene Expression Omnibus (GEO) database and filtered the DEGs based on the above four datasets. Next, we identified the hub genes by performing the Gene Ontology (GO) term analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, and protein–protein interaction (PPI) construction. We also constructed the miRNA-hub gene network and established mouse models with hypertriglyceridemia and AP using a high-fat diet and injection of caerulein (CAE), respectively. Finally, the immunohistochemical analysis was used to verify the differential expressions of hub genes in AP, hypertriglyceridemia, and normal pancreatic tissue. RESULTS: A total of 105 DEGs associated with AP and 149 DEGs associated with hypertriglyceridemia were identified. Additionally, we identified six hub genes of AP, all of which were closely related to the cytoskeleton while two DEGs genes were common in both AP and hypertriglyceridemia. We also verified their expression in mouse models. Finally, a network of miRNA-mRNA was also constructed, and the top seven interactive miRNAs (hsa-mir-1–3p, hsa-mir-5195–3p, hsa-mir-145–5p, hsa-let-7b-5p, hsa-mir-10b-5p, hsa-mir-206, and hsa-mir-613) targeting the most hub genes were identified. CONCLUSION: Overall, we identified six hub genes associated with AP and two common DEGs associated with AP and hypertriglyceridemia along with seven miRNAs that may regulate AP. This study could provide new ideas for further elucidation of the pathogenesis of hypertriglyceridemia-induced acute pancreatitis in the future.
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spelling pubmed-88851642022-03-01 Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia Zhang, Shiyu Liang, Zhihai Xiang, Xuelian Liu, Li Yang, Huiying Tang, Guodu Diabetes Metab Syndr Obes Original Research BACKGROUND: The pathogenesis of acute pancreatitis (AP) and the relationship between acute pancreatitis and hypertriglyceridemia are complex and not fully understood. The purpose of this study was to identify the hub genes along with common differentially expressed genes (DEGs) between acute pancreatitis and hypertriglyceridemia. METHODS: We downloaded three gene expression profiles of AP and one gene expression profile of hypertriglyceridemia from the Gene Expression Omnibus (GEO) database and filtered the DEGs based on the above four datasets. Next, we identified the hub genes by performing the Gene Ontology (GO) term analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis, and protein–protein interaction (PPI) construction. We also constructed the miRNA-hub gene network and established mouse models with hypertriglyceridemia and AP using a high-fat diet and injection of caerulein (CAE), respectively. Finally, the immunohistochemical analysis was used to verify the differential expressions of hub genes in AP, hypertriglyceridemia, and normal pancreatic tissue. RESULTS: A total of 105 DEGs associated with AP and 149 DEGs associated with hypertriglyceridemia were identified. Additionally, we identified six hub genes of AP, all of which were closely related to the cytoskeleton while two DEGs genes were common in both AP and hypertriglyceridemia. We also verified their expression in mouse models. Finally, a network of miRNA-mRNA was also constructed, and the top seven interactive miRNAs (hsa-mir-1–3p, hsa-mir-5195–3p, hsa-mir-145–5p, hsa-let-7b-5p, hsa-mir-10b-5p, hsa-mir-206, and hsa-mir-613) targeting the most hub genes were identified. CONCLUSION: Overall, we identified six hub genes associated with AP and two common DEGs associated with AP and hypertriglyceridemia along with seven miRNAs that may regulate AP. This study could provide new ideas for further elucidation of the pathogenesis of hypertriglyceridemia-induced acute pancreatitis in the future. Dove 2022-02-24 /pmc/articles/PMC8885164/ /pubmed/35237056 http://dx.doi.org/10.2147/DMSO.S349528 Text en © 2022 Zhang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Zhang, Shiyu
Liang, Zhihai
Xiang, Xuelian
Liu, Li
Yang, Huiying
Tang, Guodu
Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia
title Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia
title_full Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia
title_fullStr Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia
title_full_unstemmed Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia
title_short Identification and Validation of Hub Genes in Acute Pancreatitis and Hypertriglyceridemia
title_sort identification and validation of hub genes in acute pancreatitis and hypertriglyceridemia
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8885164/
https://www.ncbi.nlm.nih.gov/pubmed/35237056
http://dx.doi.org/10.2147/DMSO.S349528
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