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Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy
Background: Chemotherapy resistance based on fluorouracil and cisplatin is one of the most encountered postoperative clinical problems in patients diagnosed with gastric cancer (GC), resulting in poor prognosis. Aim of the Study: This study aimed to combine autophagy-related genes (ARGs) to investig...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8573096/ https://www.ncbi.nlm.nih.gov/pubmed/34759953 http://dx.doi.org/10.3389/fgene.2021.720849 |
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author | Liu, Xiaolong Ma, Bin Chen, Mali Zhang, Yaqing Ma, Zhen Chen, Hao |
author_facet | Liu, Xiaolong Ma, Bin Chen, Mali Zhang, Yaqing Ma, Zhen Chen, Hao |
author_sort | Liu, Xiaolong |
collection | PubMed |
description | Background: Chemotherapy resistance based on fluorouracil and cisplatin is one of the most encountered postoperative clinical problems in patients diagnosed with gastric cancer (GC), resulting in poor prognosis. Aim of the Study: This study aimed to combine autophagy-related genes (ARGs) to investigate the susceptibility patients with GC to postoperative chemotherapy. Methods: Based on The Cancer Genome Atlas (TCGA) database, gene expression data for GC patients undergoing chemotherapy were integrated and analyzed. Prognostic genes were screened based on univariate and multivariate analysis regression analysis. Subjects were divided into high-risk and low-risk groups according to the median risk score. Kaplan-Meier method was used to evaluate OS and DFS. The accuracy of the prediction was determined by the subject operating characteristic curve analysis. In addition, stratified analyses based on different clinical variables was performed to assess the correlation between risk scores and clinical variables. Quantitative real-time (qRT) PCR was used to verify the expression of CXCR4 in GC tissues and cell lines. Results: A total of nine ARGs related to the prognosis of chemotherapy patients were screened out. Compared with normal gastric mucosa cell, CXCR4 showed elevated expression in GC and was significantly associated with survival. Based on GEO and TCGA databases, the model accurately predicted DFS and OS after chemotherapy. Conclusion: This study established prognostic markers based on nine genes, predicting that ARGs are related to chemotherapy susceptibility of GC patients, which can provide better individualized treatment regimens for clinical practice. |
format | Online Article Text |
id | pubmed-8573096 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85730962021-11-09 Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy Liu, Xiaolong Ma, Bin Chen, Mali Zhang, Yaqing Ma, Zhen Chen, Hao Front Genet Genetics Background: Chemotherapy resistance based on fluorouracil and cisplatin is one of the most encountered postoperative clinical problems in patients diagnosed with gastric cancer (GC), resulting in poor prognosis. Aim of the Study: This study aimed to combine autophagy-related genes (ARGs) to investigate the susceptibility patients with GC to postoperative chemotherapy. Methods: Based on The Cancer Genome Atlas (TCGA) database, gene expression data for GC patients undergoing chemotherapy were integrated and analyzed. Prognostic genes were screened based on univariate and multivariate analysis regression analysis. Subjects were divided into high-risk and low-risk groups according to the median risk score. Kaplan-Meier method was used to evaluate OS and DFS. The accuracy of the prediction was determined by the subject operating characteristic curve analysis. In addition, stratified analyses based on different clinical variables was performed to assess the correlation between risk scores and clinical variables. Quantitative real-time (qRT) PCR was used to verify the expression of CXCR4 in GC tissues and cell lines. Results: A total of nine ARGs related to the prognosis of chemotherapy patients were screened out. Compared with normal gastric mucosa cell, CXCR4 showed elevated expression in GC and was significantly associated with survival. Based on GEO and TCGA databases, the model accurately predicted DFS and OS after chemotherapy. Conclusion: This study established prognostic markers based on nine genes, predicting that ARGs are related to chemotherapy susceptibility of GC patients, which can provide better individualized treatment regimens for clinical practice. Frontiers Media S.A. 2021-10-25 /pmc/articles/PMC8573096/ /pubmed/34759953 http://dx.doi.org/10.3389/fgene.2021.720849 Text en Copyright © 2021 Liu, Ma, Chen, Zhang, Ma and Chen. 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 | Genetics Liu, Xiaolong Ma, Bin Chen, Mali Zhang, Yaqing Ma, Zhen Chen, Hao Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy |
title | Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy |
title_full | Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy |
title_fullStr | Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy |
title_full_unstemmed | Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy |
title_short | Prognostic Autophagy-Related Genes of Gastric Cancer Patients on Chemotherapy |
title_sort | prognostic autophagy-related genes of gastric cancer patients on chemotherapy |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8573096/ https://www.ncbi.nlm.nih.gov/pubmed/34759953 http://dx.doi.org/10.3389/fgene.2021.720849 |
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