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Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors
Esophageal cancer (EC) is the seventh most common tumor in the world, ranking the sixth leading cause of cancer death, with a 5-year survival rate of 15-25%. Therefore, reliable prognostic biomarkers are needed to effectively predict the prognosis of EC. In this study, the gene profile information o...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8327216/ https://www.ncbi.nlm.nih.gov/pubmed/34349789 http://dx.doi.org/10.3389/fgene.2021.707299 |
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author | Zhu, Chuanhui Xia, Qianqian Gu, Bin Cui, Mengjing Zhang, Xing Yan, Wenjing Meng, Dan Shen, Siyuan Xie, Shuqian Li, Xueliang Jin, Hua Wang, Shizhi |
author_facet | Zhu, Chuanhui Xia, Qianqian Gu, Bin Cui, Mengjing Zhang, Xing Yan, Wenjing Meng, Dan Shen, Siyuan Xie, Shuqian Li, Xueliang Jin, Hua Wang, Shizhi |
author_sort | Zhu, Chuanhui |
collection | PubMed |
description | Esophageal cancer (EC) is the seventh most common tumor in the world, ranking the sixth leading cause of cancer death, with a 5-year survival rate of 15-25%. Therefore, reliable prognostic biomarkers are needed to effectively predict the prognosis of EC. In this study, the gene profile information of the EC cohort served as a training set, which was derived from TCGA and Immport databases. GO and KEGG enrichment analysis was performed on the differential genes in normal and tumor groups of EC. The immune genes in differentially expressed genes (DEGs) were further obtained for univariate and multivariate Cox and Lasso regression analysis, and 6 independent immune genes (S100A3, STC2, HSPA6, CCL25, GPER1, and OSM) associated with prognosis were obtained to establish an immune risk score signature (IRSS). The signature was validated using head and neck cancers (HNSC) and gastric cancer (GC)in upper gastrointestinal malignancies as validation sets. The Kaplan-Meier results showed that the prognosis of the high-risk group was significantly favorable than that of the low-risk group in both the training set (P < 0.001; HR = 3.68, 95% CI = 2.14−6.35) and the validation set (P = 0.010; HR = 1.43, 95% CI = 1.09−1.88). A nomogram combining multiple clinical information and IRSS was more effective than a single independent prognostic factor in predicting outcome. This study explored the potential link between immunity and EC, and established and validated prognostic biomarkers that can effectively predict the prognosis of EC, HNSC and GC based on six immune genes. |
format | Online Article Text |
id | pubmed-8327216 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83272162021-08-03 Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors Zhu, Chuanhui Xia, Qianqian Gu, Bin Cui, Mengjing Zhang, Xing Yan, Wenjing Meng, Dan Shen, Siyuan Xie, Shuqian Li, Xueliang Jin, Hua Wang, Shizhi Front Genet Genetics Esophageal cancer (EC) is the seventh most common tumor in the world, ranking the sixth leading cause of cancer death, with a 5-year survival rate of 15-25%. Therefore, reliable prognostic biomarkers are needed to effectively predict the prognosis of EC. In this study, the gene profile information of the EC cohort served as a training set, which was derived from TCGA and Immport databases. GO and KEGG enrichment analysis was performed on the differential genes in normal and tumor groups of EC. The immune genes in differentially expressed genes (DEGs) were further obtained for univariate and multivariate Cox and Lasso regression analysis, and 6 independent immune genes (S100A3, STC2, HSPA6, CCL25, GPER1, and OSM) associated with prognosis were obtained to establish an immune risk score signature (IRSS). The signature was validated using head and neck cancers (HNSC) and gastric cancer (GC)in upper gastrointestinal malignancies as validation sets. The Kaplan-Meier results showed that the prognosis of the high-risk group was significantly favorable than that of the low-risk group in both the training set (P < 0.001; HR = 3.68, 95% CI = 2.14−6.35) and the validation set (P = 0.010; HR = 1.43, 95% CI = 1.09−1.88). A nomogram combining multiple clinical information and IRSS was more effective than a single independent prognostic factor in predicting outcome. This study explored the potential link between immunity and EC, and established and validated prognostic biomarkers that can effectively predict the prognosis of EC, HNSC and GC based on six immune genes. Frontiers Media S.A. 2021-07-19 /pmc/articles/PMC8327216/ /pubmed/34349789 http://dx.doi.org/10.3389/fgene.2021.707299 Text en Copyright © 2021 Zhu, Xia, Gu, Cui, Zhang, Yan, Meng, Shen, Xie, Li, Jin and Wang. 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 Zhu, Chuanhui Xia, Qianqian Gu, Bin Cui, Mengjing Zhang, Xing Yan, Wenjing Meng, Dan Shen, Siyuan Xie, Shuqian Li, Xueliang Jin, Hua Wang, Shizhi Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors |
title | Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors |
title_full | Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors |
title_fullStr | Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors |
title_full_unstemmed | Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors |
title_short | Esophageal Cancer Associated Immune Genes as Biomarkers for Predicting Outcome in Upper Gastrointestinal Tumors |
title_sort | esophageal cancer associated immune genes as biomarkers for predicting outcome in upper gastrointestinal tumors |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8327216/ https://www.ncbi.nlm.nih.gov/pubmed/34349789 http://dx.doi.org/10.3389/fgene.2021.707299 |
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