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Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients

Gastrointestinal (GI) cancers are among the most fatal diseases in the world. Numerous studies have demonstrated the relationship between autophagy and development of gastrointestinal cancers. However, whether autophagy-related genes can predict prognosis of GI cancers in individuals of Asian ancest...

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Autores principales: Tang, Hua, Liang, Yinyin, Xu, Shuyu, Xia, Rong, Shen, Jiemiao, Zhang, Yuxin, Gong, Xing, Min, Yue, Zhang, Di, Zhao, Tie, Wang, Shoulin, Zhang, Yi, Wang, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413069/
https://www.ncbi.nlm.nih.gov/pubmed/34484469
http://dx.doi.org/10.1155/2021/7253633
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author Tang, Hua
Liang, Yinyin
Xu, Shuyu
Xia, Rong
Shen, Jiemiao
Zhang, Yuxin
Gong, Xing
Min, Yue
Zhang, Di
Zhao, Tie
Wang, Shoulin
Zhang, Yi
Wang, Chao
author_facet Tang, Hua
Liang, Yinyin
Xu, Shuyu
Xia, Rong
Shen, Jiemiao
Zhang, Yuxin
Gong, Xing
Min, Yue
Zhang, Di
Zhao, Tie
Wang, Shoulin
Zhang, Yi
Wang, Chao
author_sort Tang, Hua
collection PubMed
description Gastrointestinal (GI) cancers are among the most fatal diseases in the world. Numerous studies have demonstrated the relationship between autophagy and development of gastrointestinal cancers. However, whether autophagy-related genes can predict prognosis of GI cancers in individuals of Asian ancestry has not been defined. This study, evaluated the prognostic value of autophagy-related genes in gastrointestinal cancer. Expression profile of autophagy-related genes for 296 gastrointestinal cancer patients of Asian ancestry was downloaded from the TCGA database (TCGA-LIHC, TCGA-STAD, TCGA-ESCA, TCGA-PAAD, TCGA-COAD, TCGA-CHOL, and TCGA-READ). The prognostic value of the autophagy-related genes was evaluated using univariate Cox, LASSO, and multivariate Cox regression analyses. The risk score of the autophagy-related gene signature was calculated to assess its predictive prognostic value for GI cancers. Forty-seven differentially expressed autophagy-related genes, in Asian patients with gastrointestinal cancers, were identified. Of the 47 genes, 4 were associated with prognosis of GI cancer (SQSTM1, BIRC5, NRG3, and CXCR4). A prognostic model for GI cancer, based on the expression of the above 4 genes in the training set, showed that cancer patients were stratified into high-risk and low-risk groups (P < 0.05). The utility of the model for overall survival (OS) of GI cancer patients was consistent across the entire set, training set, and test set (entire set: P = 4.568 × 10(−4); train set: P = 5.718 × 10(−3); test set: P = 3.516 × 10(−2)). The sensitivity and specificity of the ROC curve of the above prognostic model in predicting the 5-year prognosis of GI cancer was satisfactory (entire set: 0.728; train set: 0.727; test set: 0.733). Analysis of clinical samples validated the overexpression of the 4 genes (SQSTM1, BIRC5, NRG3, and CXCR4) in tumor tissues relative to paired normal tissues, consistent with bioinformatic findings. Expression of the 4 autophagy-related genes (SQSTM1, BIRC5, NRG3, and CXCR4) can accurately predict the prognosis of gastrointestinal tumors in Asian patients.
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spelling pubmed-84130692021-09-03 Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients Tang, Hua Liang, Yinyin Xu, Shuyu Xia, Rong Shen, Jiemiao Zhang, Yuxin Gong, Xing Min, Yue Zhang, Di Zhao, Tie Wang, Shoulin Zhang, Yi Wang, Chao Dis Markers Research Article Gastrointestinal (GI) cancers are among the most fatal diseases in the world. Numerous studies have demonstrated the relationship between autophagy and development of gastrointestinal cancers. However, whether autophagy-related genes can predict prognosis of GI cancers in individuals of Asian ancestry has not been defined. This study, evaluated the prognostic value of autophagy-related genes in gastrointestinal cancer. Expression profile of autophagy-related genes for 296 gastrointestinal cancer patients of Asian ancestry was downloaded from the TCGA database (TCGA-LIHC, TCGA-STAD, TCGA-ESCA, TCGA-PAAD, TCGA-COAD, TCGA-CHOL, and TCGA-READ). The prognostic value of the autophagy-related genes was evaluated using univariate Cox, LASSO, and multivariate Cox regression analyses. The risk score of the autophagy-related gene signature was calculated to assess its predictive prognostic value for GI cancers. Forty-seven differentially expressed autophagy-related genes, in Asian patients with gastrointestinal cancers, were identified. Of the 47 genes, 4 were associated with prognosis of GI cancer (SQSTM1, BIRC5, NRG3, and CXCR4). A prognostic model for GI cancer, based on the expression of the above 4 genes in the training set, showed that cancer patients were stratified into high-risk and low-risk groups (P < 0.05). The utility of the model for overall survival (OS) of GI cancer patients was consistent across the entire set, training set, and test set (entire set: P = 4.568 × 10(−4); train set: P = 5.718 × 10(−3); test set: P = 3.516 × 10(−2)). The sensitivity and specificity of the ROC curve of the above prognostic model in predicting the 5-year prognosis of GI cancer was satisfactory (entire set: 0.728; train set: 0.727; test set: 0.733). Analysis of clinical samples validated the overexpression of the 4 genes (SQSTM1, BIRC5, NRG3, and CXCR4) in tumor tissues relative to paired normal tissues, consistent with bioinformatic findings. Expression of the 4 autophagy-related genes (SQSTM1, BIRC5, NRG3, and CXCR4) can accurately predict the prognosis of gastrointestinal tumors in Asian patients. Hindawi 2021-08-26 /pmc/articles/PMC8413069/ /pubmed/34484469 http://dx.doi.org/10.1155/2021/7253633 Text en Copyright © 2021 Hua Tang et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Tang, Hua
Liang, Yinyin
Xu, Shuyu
Xia, Rong
Shen, Jiemiao
Zhang, Yuxin
Gong, Xing
Min, Yue
Zhang, Di
Zhao, Tie
Wang, Shoulin
Zhang, Yi
Wang, Chao
Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients
title Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients
title_full Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients
title_fullStr Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients
title_full_unstemmed Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients
title_short Expression of Four Autophagy-Related Genes Accurately Predicts the Prognosis of Gastrointestinal Cancer in Asian Patients
title_sort expression of four autophagy-related genes accurately predicts the prognosis of gastrointestinal cancer in asian patients
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8413069/
https://www.ncbi.nlm.nih.gov/pubmed/34484469
http://dx.doi.org/10.1155/2021/7253633
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