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Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis

BACKGROUND: Esophageal cancer is one of the most common malignant tumors of the digestive system, with a 5-year survival rate of 15% to 50%. Cuproptosis, a unique kind of cell death driven by protein lipoylation, is strongly connected to mitochondrial metabolism. The clinical implications of cupropt...

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Autores principales: Xu, Hao, Du, Qian-Cheng, Wang, Xin-Yu, Zhou, Ling, Wang, Jian, Ma, Ying-Ying, Liu, Meng-Yao, Yu, Hua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Baishideng Publishing Group Inc 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9724515/
https://www.ncbi.nlm.nih.gov/pubmed/36483804
http://dx.doi.org/10.12998/wjcc.v10.i33.12089
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author Xu, Hao
Du, Qian-Cheng
Wang, Xin-Yu
Zhou, Ling
Wang, Jian
Ma, Ying-Ying
Liu, Meng-Yao
Yu, Hua
author_facet Xu, Hao
Du, Qian-Cheng
Wang, Xin-Yu
Zhou, Ling
Wang, Jian
Ma, Ying-Ying
Liu, Meng-Yao
Yu, Hua
author_sort Xu, Hao
collection PubMed
description BACKGROUND: Esophageal cancer is one of the most common malignant tumors of the digestive system, with a 5-year survival rate of 15% to 50%. Cuproptosis, a unique kind of cell death driven by protein lipoylation, is strongly connected to mitochondrial metabolism. The clinical implications of cuproptosis-related genes in esophageal cancer, however, are mainly unknown. AIM: To identify cuprotosis-related genes that are differentially expressed in esophageal cancer and investigate their prognostic significance. METHODS: With |log fold change| > 1 and false discovery rate < 0.05 as criteria, the Wilcox test was used to evaluate the differentially expressed genes between 151 tumor tissues and 151 normal esophageal tissues. Cuproptosis-related genes were selected to be linked with prognosis using univariate Cox regression analysis. Genes were separated into high- and low- expression groups based on their cutoff value of gene expression, and the correlation between the two groups and overall survival or progression-free survival was investigated using the log-rank test. The C-index, calibration curve, and receiver operator characteristic (ROC) curve were used to assess a nomogram containing clinicopathological characteristics and cuproptosis-related genes. RESULTS: Pyruvate dehydrogenase A1 (PDHA1) was found to be highly correlated with prognosis in univariate Cox regression analysis (hazard ratio = 22.96, 95% confidence interval = 3.09-170.73; P = 0.002). According to Kaplan-Meier survival curves, low expression of PDHA1 was associated with a better prognosis (log-rank P = 0.0007). There was no significant correlation between PDHA1 expression and 22 different types of immune cells. Tumor necrosis factor superfamily member 15 (TNFSF15) (P = 3.2 × 10(-6); r = 0.37), TNFRSF14 (P = 8.1 × 10(-8); r = 0.42), H long terminal repeat-associating 2 (P = 6.0 × 10(-8); r = 0.42) and galectin 9 (P = 3.1 × 10(-6); r = 0.37) were all found to be considerably greater in the high PDHA1 expression group, according to an analysis of genes related to 47 immunological checkpoints. The low PDHA1 expression group had significantly lower levels of cluster of differentiation 44 (CD44) (P = 0.00028; R = -0.29), TNFRSF18 (P = 1.2 × 10(-5); R = -0.35), programmed cell death 1 ligand 2 (P = 0.0032; R = -0.24), CD86 (P = 0.018; R = -0.19), and CD40 (P = 0.0047; R = -0.23), and the differences were statistically significant. We constructed a prognostic nomogram incorporating pathological type, tumor-node-metastasis stage, and PDHA1 expression, and the C-index, calibration curve, and ROC curve revealed that the nomogram’s predictive performance was good. CONCLUSION: Cuproptosis-related genes can be used as a prognostic predictor for esophageal cancer patients, providing novel insights into cancer treatment.
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spelling pubmed-97245152022-12-07 Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis Xu, Hao Du, Qian-Cheng Wang, Xin-Yu Zhou, Ling Wang, Jian Ma, Ying-Ying Liu, Meng-Yao Yu, Hua World J Clin Cases Clinical and Translational Research BACKGROUND: Esophageal cancer is one of the most common malignant tumors of the digestive system, with a 5-year survival rate of 15% to 50%. Cuproptosis, a unique kind of cell death driven by protein lipoylation, is strongly connected to mitochondrial metabolism. The clinical implications of cuproptosis-related genes in esophageal cancer, however, are mainly unknown. AIM: To identify cuprotosis-related genes that are differentially expressed in esophageal cancer and investigate their prognostic significance. METHODS: With |log fold change| > 1 and false discovery rate < 0.05 as criteria, the Wilcox test was used to evaluate the differentially expressed genes between 151 tumor tissues and 151 normal esophageal tissues. Cuproptosis-related genes were selected to be linked with prognosis using univariate Cox regression analysis. Genes were separated into high- and low- expression groups based on their cutoff value of gene expression, and the correlation between the two groups and overall survival or progression-free survival was investigated using the log-rank test. The C-index, calibration curve, and receiver operator characteristic (ROC) curve were used to assess a nomogram containing clinicopathological characteristics and cuproptosis-related genes. RESULTS: Pyruvate dehydrogenase A1 (PDHA1) was found to be highly correlated with prognosis in univariate Cox regression analysis (hazard ratio = 22.96, 95% confidence interval = 3.09-170.73; P = 0.002). According to Kaplan-Meier survival curves, low expression of PDHA1 was associated with a better prognosis (log-rank P = 0.0007). There was no significant correlation between PDHA1 expression and 22 different types of immune cells. Tumor necrosis factor superfamily member 15 (TNFSF15) (P = 3.2 × 10(-6); r = 0.37), TNFRSF14 (P = 8.1 × 10(-8); r = 0.42), H long terminal repeat-associating 2 (P = 6.0 × 10(-8); r = 0.42) and galectin 9 (P = 3.1 × 10(-6); r = 0.37) were all found to be considerably greater in the high PDHA1 expression group, according to an analysis of genes related to 47 immunological checkpoints. The low PDHA1 expression group had significantly lower levels of cluster of differentiation 44 (CD44) (P = 0.00028; R = -0.29), TNFRSF18 (P = 1.2 × 10(-5); R = -0.35), programmed cell death 1 ligand 2 (P = 0.0032; R = -0.24), CD86 (P = 0.018; R = -0.19), and CD40 (P = 0.0047; R = -0.23), and the differences were statistically significant. We constructed a prognostic nomogram incorporating pathological type, tumor-node-metastasis stage, and PDHA1 expression, and the C-index, calibration curve, and ROC curve revealed that the nomogram’s predictive performance was good. CONCLUSION: Cuproptosis-related genes can be used as a prognostic predictor for esophageal cancer patients, providing novel insights into cancer treatment. Baishideng Publishing Group Inc 2022-11-26 2022-11-26 /pmc/articles/PMC9724515/ /pubmed/36483804 http://dx.doi.org/10.12998/wjcc.v10.i33.12089 Text en ©The Author(s) 2022. Published by Baishideng Publishing Group Inc. All rights reserved. https://creativecommons.org/licenses/by-nc/4.0/This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
spellingShingle Clinical and Translational Research
Xu, Hao
Du, Qian-Cheng
Wang, Xin-Yu
Zhou, Ling
Wang, Jian
Ma, Ying-Ying
Liu, Meng-Yao
Yu, Hua
Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
title Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
title_full Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
title_fullStr Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
title_full_unstemmed Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
title_short Comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
title_sort comprehensive analysis of the relationship between cuproptosis-related genes and esophageal cancer prognosis
topic Clinical and Translational Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9724515/
https://www.ncbi.nlm.nih.gov/pubmed/36483804
http://dx.doi.org/10.12998/wjcc.v10.i33.12089
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