Cargando…
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...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1784660341925347328 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8885164 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Dove |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhangshiyu identificationandvalidationofhubgenesinacutepancreatitisandhypertriglyceridemia AT liangzhihai identificationandvalidationofhubgenesinacutepancreatitisandhypertriglyceridemia AT xiangxuelian identificationandvalidationofhubgenesinacutepancreatitisandhypertriglyceridemia AT liuli identificationandvalidationofhubgenesinacutepancreatitisandhypertriglyceridemia AT yanghuiying identificationandvalidationofhubgenesinacutepancreatitisandhypertriglyceridemia AT tangguodu identificationandvalidationofhubgenesinacutepancreatitisandhypertriglyceridemia |