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Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity
Oxidative stress is crucial to the biology of tumors. Oxidative stress' potential predictive significance in colorectal cancer (CRC) has not been studied; nevertheless here, we developed a forecasting model based on oxidative stress to forecast the result of CRC survival and enhance clinical ju...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590115/ https://www.ncbi.nlm.nih.gov/pubmed/36299603 http://dx.doi.org/10.1155/2022/2518340 |
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author | Chen, Zilu Mei, Kun Xiao, Yao Xiong, Yan Long, Wei Wang, Qin Zhong, Jiang Di, Dongmei Ge, Yunxi Luo, Yi Li, Ziyun Huang, Yan Gu, Renjun Wang, Bin |
author_facet | Chen, Zilu Mei, Kun Xiao, Yao Xiong, Yan Long, Wei Wang, Qin Zhong, Jiang Di, Dongmei Ge, Yunxi Luo, Yi Li, Ziyun Huang, Yan Gu, Renjun Wang, Bin |
author_sort | Chen, Zilu |
collection | PubMed |
description | Oxidative stress is crucial to the biology of tumors. Oxidative stress' potential predictive significance in colorectal cancer (CRC) has not been studied; nevertheless here, we developed a forecasting model based on oxidative stress to forecast the result of CRC survival and enhance clinical judgment. The training set was chosen from the transcriptomes of 177 CRC patients in GSE17536. For validation, 65 samples of colon cancer from GSE29621 were utilized. For the purpose of choosing prognostic genes, the expression of oxidative stress-related genes (OXEGs) was found. Prognostic risk models were built using multivariate Cox regression analysis, univariate Cox regression analysis, and LASSO regression analysis. The outcomes of the western blot and transcriptome sequencing tests were finally confirmed. ATF4, CARS2, CRP, GPX1, IL1B, MAPK8, MRPL44, MTFMT, NOS1, OSGIN2, SOD2, AARS2, and FOXO3 were among the 14 OXEGs used to build prognostic characteristics. Patients with CRC were categorized into low-risk and high-risk groups according on their median risk scores. Cox regression analysis using single and multiple variables revealed that OXEG-related signals were independent risk factors for CRC. Additionally, the validation outcomes from western blotting and transcriptome sequencing demonstrated that OXEGs were differently expressed. Using 14 OXEGs, our work creates a predictive signature that may be applied to the creation of new prognostic models and the identification of possible medication candidates for the treatment of CRC. |
format | Online Article Text |
id | pubmed-9590115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-95901152022-10-25 Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity Chen, Zilu Mei, Kun Xiao, Yao Xiong, Yan Long, Wei Wang, Qin Zhong, Jiang Di, Dongmei Ge, Yunxi Luo, Yi Li, Ziyun Huang, Yan Gu, Renjun Wang, Bin Oxid Med Cell Longev Research Article Oxidative stress is crucial to the biology of tumors. Oxidative stress' potential predictive significance in colorectal cancer (CRC) has not been studied; nevertheless here, we developed a forecasting model based on oxidative stress to forecast the result of CRC survival and enhance clinical judgment. The training set was chosen from the transcriptomes of 177 CRC patients in GSE17536. For validation, 65 samples of colon cancer from GSE29621 were utilized. For the purpose of choosing prognostic genes, the expression of oxidative stress-related genes (OXEGs) was found. Prognostic risk models were built using multivariate Cox regression analysis, univariate Cox regression analysis, and LASSO regression analysis. The outcomes of the western blot and transcriptome sequencing tests were finally confirmed. ATF4, CARS2, CRP, GPX1, IL1B, MAPK8, MRPL44, MTFMT, NOS1, OSGIN2, SOD2, AARS2, and FOXO3 were among the 14 OXEGs used to build prognostic characteristics. Patients with CRC were categorized into low-risk and high-risk groups according on their median risk scores. Cox regression analysis using single and multiple variables revealed that OXEG-related signals were independent risk factors for CRC. Additionally, the validation outcomes from western blotting and transcriptome sequencing demonstrated that OXEGs were differently expressed. Using 14 OXEGs, our work creates a predictive signature that may be applied to the creation of new prognostic models and the identification of possible medication candidates for the treatment of CRC. Hindawi 2022-10-15 /pmc/articles/PMC9590115/ /pubmed/36299603 http://dx.doi.org/10.1155/2022/2518340 Text en Copyright © 2022 Zilu Chen 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 Chen, Zilu Mei, Kun Xiao, Yao Xiong, Yan Long, Wei Wang, Qin Zhong, Jiang Di, Dongmei Ge, Yunxi Luo, Yi Li, Ziyun Huang, Yan Gu, Renjun Wang, Bin Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity |
title | Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity |
title_full | Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity |
title_fullStr | Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity |
title_full_unstemmed | Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity |
title_short | Prognostic Assessment of Oxidative Stress-Related Genes in Colorectal Cancer and New Insights into Tumor Immunity |
title_sort | prognostic assessment of oxidative stress-related genes in colorectal cancer and new insights into tumor immunity |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590115/ https://www.ncbi.nlm.nih.gov/pubmed/36299603 http://dx.doi.org/10.1155/2022/2518340 |
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