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Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis
BACKGROUND: Autophagy plays an essential role in the occurrence and progression of necrotizing enterocolitis (NEC). We intend to carry out the identification and validation of the probable autophagy-related genes of NEC via bioinformatics methods and experiment trials. METHODS: The autophagy-related...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096030/ https://www.ncbi.nlm.nih.gov/pubmed/35573972 http://dx.doi.org/10.3389/fped.2022.839110 |
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author | Tian, Yuxin Mao, Mengjia Cao, Xuqing Zhu, Haitao Shen, Chun |
author_facet | Tian, Yuxin Mao, Mengjia Cao, Xuqing Zhu, Haitao Shen, Chun |
author_sort | Tian, Yuxin |
collection | PubMed |
description | BACKGROUND: Autophagy plays an essential role in the occurrence and progression of necrotizing enterocolitis (NEC). We intend to carry out the identification and validation of the probable autophagy-related genes of NEC via bioinformatics methods and experiment trials. METHODS: The autophagy-related differentially expressed genes (arDEGs) of NEC were identified by analyzing the RNA sequencing data of the experiment neonatal mouse model and dataset GSE46619. Protein–protein interactions (PPIs), Gene Ontology (GO) enrichment analysis, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were used for the arDEGs. Then, co-expressed autophagy-related genes in two datasets were identified by Venn analysis and verified by qRT-PCR in experimental NEC. RESULTS: Autophagy increased in experimental NEC and 47 arDEGs were identified in experimental NEC by RNA-sequencing. The PPI results proclaimed those genes interplayed with each other. The GO and KEGG enrichment results of arDEGs reported certain enriched pathways related to autophagy and macroautophagy. Furthermore, 22 arDEGs were identified in human NEC from dataset GSE46619. The GO and KEGG enrichment analysis of these genes showed similar enriched terms with the results of experimental NEC. Finally, HIF-1a, VEGFA, ITGA3, ITGA6, ITGB4, and NAMPT were identified as co-expressed autophagy-related genes by Venn analysis in human NEC from dataset GSE46619 and experimental NEC. The result of quantified real-time PCR (qRT-PCR) revealed that the expression levels of HIF-1a and ITGA3 were upregulated, while VEGFA and ITGB4 were downregulated in experimental NEC. CONCLUSION: We identified 47 arDEGs in experimental NEC and 22 arDEGs in human NEC via bioinformatics analysis. HIF-1a, ITGA3, VEGFA, and ITGB4 may have effects on the progression of NEC through modulating autophagy. |
format | Online Article Text |
id | pubmed-9096030 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90960302022-05-13 Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis Tian, Yuxin Mao, Mengjia Cao, Xuqing Zhu, Haitao Shen, Chun Front Pediatr Pediatrics BACKGROUND: Autophagy plays an essential role in the occurrence and progression of necrotizing enterocolitis (NEC). We intend to carry out the identification and validation of the probable autophagy-related genes of NEC via bioinformatics methods and experiment trials. METHODS: The autophagy-related differentially expressed genes (arDEGs) of NEC were identified by analyzing the RNA sequencing data of the experiment neonatal mouse model and dataset GSE46619. Protein–protein interactions (PPIs), Gene Ontology (GO) enrichment analysis, and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis were used for the arDEGs. Then, co-expressed autophagy-related genes in two datasets were identified by Venn analysis and verified by qRT-PCR in experimental NEC. RESULTS: Autophagy increased in experimental NEC and 47 arDEGs were identified in experimental NEC by RNA-sequencing. The PPI results proclaimed those genes interplayed with each other. The GO and KEGG enrichment results of arDEGs reported certain enriched pathways related to autophagy and macroautophagy. Furthermore, 22 arDEGs were identified in human NEC from dataset GSE46619. The GO and KEGG enrichment analysis of these genes showed similar enriched terms with the results of experimental NEC. Finally, HIF-1a, VEGFA, ITGA3, ITGA6, ITGB4, and NAMPT were identified as co-expressed autophagy-related genes by Venn analysis in human NEC from dataset GSE46619 and experimental NEC. The result of quantified real-time PCR (qRT-PCR) revealed that the expression levels of HIF-1a and ITGA3 were upregulated, while VEGFA and ITGB4 were downregulated in experimental NEC. CONCLUSION: We identified 47 arDEGs in experimental NEC and 22 arDEGs in human NEC via bioinformatics analysis. HIF-1a, ITGA3, VEGFA, and ITGB4 may have effects on the progression of NEC through modulating autophagy. Frontiers Media S.A. 2022-04-28 /pmc/articles/PMC9096030/ /pubmed/35573972 http://dx.doi.org/10.3389/fped.2022.839110 Text en Copyright © 2022 Tian, Mao, Cao, Zhu and Shen. 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 | Pediatrics Tian, Yuxin Mao, Mengjia Cao, Xuqing Zhu, Haitao Shen, Chun Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis |
title | Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis |
title_full | Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis |
title_fullStr | Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis |
title_full_unstemmed | Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis |
title_short | Identification and Validation of Autophagy-Related Genes in Necrotizing Enterocolitis |
title_sort | identification and validation of autophagy-related genes in necrotizing enterocolitis |
topic | Pediatrics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9096030/ https://www.ncbi.nlm.nih.gov/pubmed/35573972 http://dx.doi.org/10.3389/fped.2022.839110 |
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