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Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer
BACKGROUND: Gastric cancer (GC) is the fourth leading cause of cancer-related death worldwide. However, the precise mechanisms and specific biomarkers of GC have not been fully elucidated. We therefore sought to identify and validate the genes associated with GC. METHODS: RNA sequencing was performe...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586292/ https://www.ncbi.nlm.nih.gov/pubmed/37868053 http://dx.doi.org/10.7717/peerj.16243 |
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author | Li, Ai Li, Yan Li, Yueyue Zhang, Mingming Zhang, Hong Chen, Feixue |
author_facet | Li, Ai Li, Yan Li, Yueyue Zhang, Mingming Zhang, Hong Chen, Feixue |
author_sort | Li, Ai |
collection | PubMed |
description | BACKGROUND: Gastric cancer (GC) is the fourth leading cause of cancer-related death worldwide. However, the precise mechanisms and specific biomarkers of GC have not been fully elucidated. We therefore sought to identify and validate the genes associated with GC. METHODS: RNA sequencing was performed on gastric tissue specimens from 10 cases each of non-atrophic gastritis (NAG), intestinal metaplasia (IM), and GC. Validation of gene expression was conducted through immunohistochemistry (IHC) staining. The Kaplan–Meier Plotter database was utilized to screen genes associated with prognosis, while protein–protein interaction analysis was conducted to identify hub genes. RESULTS: In GC-IM, the differentially expressed genes (DEGs) were predominantly enriched in pathways related to ECM-receptor interaction, focal adhesion, PI3K-Akt pathway, and pathways in cancer. Conversely, in IM-NAG, the DEGs were primarily enriched in pathways associated with fat digestion and absorption, pancreatic secretion, and retinol metabolism. IHC staining revealed elevated expression levels of KLK7 and KLK10 in GC. Specifically, KLK7 expression was found to be correlated with differentiation (P = 0.025) and depth of invasion (P = 0.007) in GC, while both KLK7 and KLK10 were associated with the overall survival (P < 0.05). Furthermore, a total of ten hub genes from DEGs in GC-NAG (COL6A2, COL1A1, COL4A1, COL1A2, SPARC, COL4A2, FN1, PCOLCE, SERPINH1, LAMB1) and five hub genes in IM-NAG (SI, DPP4, CLCA1, MEP1A, OLFM4) were demonstrated to have a significant correlation with the prognosis of GC. CONCLUSIONS: The present study successfully identified and validated crucial genes associated with GC, providing valuable insights into the underlying mechanisms of this disease. The findings of this study have the potential to inform clinical practice. |
format | Online Article Text |
id | pubmed-10586292 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-105862922023-10-20 Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer Li, Ai Li, Yan Li, Yueyue Zhang, Mingming Zhang, Hong Chen, Feixue PeerJ Bioinformatics BACKGROUND: Gastric cancer (GC) is the fourth leading cause of cancer-related death worldwide. However, the precise mechanisms and specific biomarkers of GC have not been fully elucidated. We therefore sought to identify and validate the genes associated with GC. METHODS: RNA sequencing was performed on gastric tissue specimens from 10 cases each of non-atrophic gastritis (NAG), intestinal metaplasia (IM), and GC. Validation of gene expression was conducted through immunohistochemistry (IHC) staining. The Kaplan–Meier Plotter database was utilized to screen genes associated with prognosis, while protein–protein interaction analysis was conducted to identify hub genes. RESULTS: In GC-IM, the differentially expressed genes (DEGs) were predominantly enriched in pathways related to ECM-receptor interaction, focal adhesion, PI3K-Akt pathway, and pathways in cancer. Conversely, in IM-NAG, the DEGs were primarily enriched in pathways associated with fat digestion and absorption, pancreatic secretion, and retinol metabolism. IHC staining revealed elevated expression levels of KLK7 and KLK10 in GC. Specifically, KLK7 expression was found to be correlated with differentiation (P = 0.025) and depth of invasion (P = 0.007) in GC, while both KLK7 and KLK10 were associated with the overall survival (P < 0.05). Furthermore, a total of ten hub genes from DEGs in GC-NAG (COL6A2, COL1A1, COL4A1, COL1A2, SPARC, COL4A2, FN1, PCOLCE, SERPINH1, LAMB1) and five hub genes in IM-NAG (SI, DPP4, CLCA1, MEP1A, OLFM4) were demonstrated to have a significant correlation with the prognosis of GC. CONCLUSIONS: The present study successfully identified and validated crucial genes associated with GC, providing valuable insights into the underlying mechanisms of this disease. The findings of this study have the potential to inform clinical practice. PeerJ Inc. 2023-10-16 /pmc/articles/PMC10586292/ /pubmed/37868053 http://dx.doi.org/10.7717/peerj.16243 Text en ©2023 Li et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Li, Ai Li, Yan Li, Yueyue Zhang, Mingming Zhang, Hong Chen, Feixue Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
title | Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
title_full | Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
title_fullStr | Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
title_full_unstemmed | Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
title_short | Identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
title_sort | identification and validation of key genes associated with pathogenesis and prognosis of gastric cancer |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10586292/ https://www.ncbi.nlm.nih.gov/pubmed/37868053 http://dx.doi.org/10.7717/peerj.16243 |
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