Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Ai, Li, Yan, Li, Yueyue, Zhang, Mingming, Zhang, Hong, Chen, Feixue
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2023
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
_version_ 1785123128037343232
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
work_keys_str_mv AT liai identificationandvalidationofkeygenesassociatedwithpathogenesisandprognosisofgastriccancer
AT liyan identificationandvalidationofkeygenesassociatedwithpathogenesisandprognosisofgastriccancer
AT liyueyue identificationandvalidationofkeygenesassociatedwithpathogenesisandprognosisofgastriccancer
AT zhangmingming identificationandvalidationofkeygenesassociatedwithpathogenesisandprognosisofgastriccancer
AT zhanghong identificationandvalidationofkeygenesassociatedwithpathogenesisandprognosisofgastriccancer
AT chenfeixue identificationandvalidationofkeygenesassociatedwithpathogenesisandprognosisofgastriccancer