Cargando…
A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma
The prognosis of colon adenocarcinoma (COAD) needs to be improved. Cuproptosis is a recently discovered cell death caused by intracellular overload of copper ions. There have been no reports about the cuproptosis-related prognostic model in COAD. First, we screened 30 differentially expressed genes...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732569/ https://www.ncbi.nlm.nih.gov/pubmed/36505872 http://dx.doi.org/10.3389/fonc.2022.927028 |
_version_ | 1784846165017100288 |
---|---|
author | Luo, Bixian Lin, Jianwei Ni, Anqi Cai, Wei Yu, Xinbo Wang, Mingliang |
author_facet | Luo, Bixian Lin, Jianwei Ni, Anqi Cai, Wei Yu, Xinbo Wang, Mingliang |
author_sort | Luo, Bixian |
collection | PubMed |
description | The prognosis of colon adenocarcinoma (COAD) needs to be improved. Cuproptosis is a recently discovered cell death caused by intracellular overload of copper ions. There have been no reports about the cuproptosis-related prognostic model in COAD. First, we screened 30 differentially expressed genes (DEGs) from patients with COAD using The Cancer Genome Atlas (TCGA) database. Gene Expression Omnibus (GEO) database was used as a validation set to establish a risk model of five cuproptosis-related genes (CKDN2A, SDHB, CCS, ULK1, and CMC1) by least absolute shrinkage and selection operator (LASSO) Cox regression analysis. In both TCGA and GEO cohorts, we could see that overall survival of COAD patients of the low-risk group was longer. Combined with the clinical characteristics, the risk score was found to be an independent prognostic factor. Furthermore, single-sample Gene Set Enrichment Analysis (ssGSEA) showed that the levels of Th1 and Treg immune cells changed both in TCGA and GEO databases. Finally, clinical samples were used to verify the mRNA and protein levels of five risk-model genes. In conclusion, this model could predict the prognosis of COAD patients, and the mechanism may be related to the changes in immune cells in the tumor microenvironment (TME). |
format | Online Article Text |
id | pubmed-9732569 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-97325692022-12-10 A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma Luo, Bixian Lin, Jianwei Ni, Anqi Cai, Wei Yu, Xinbo Wang, Mingliang Front Oncol Oncology The prognosis of colon adenocarcinoma (COAD) needs to be improved. Cuproptosis is a recently discovered cell death caused by intracellular overload of copper ions. There have been no reports about the cuproptosis-related prognostic model in COAD. First, we screened 30 differentially expressed genes (DEGs) from patients with COAD using The Cancer Genome Atlas (TCGA) database. Gene Expression Omnibus (GEO) database was used as a validation set to establish a risk model of five cuproptosis-related genes (CKDN2A, SDHB, CCS, ULK1, and CMC1) by least absolute shrinkage and selection operator (LASSO) Cox regression analysis. In both TCGA and GEO cohorts, we could see that overall survival of COAD patients of the low-risk group was longer. Combined with the clinical characteristics, the risk score was found to be an independent prognostic factor. Furthermore, single-sample Gene Set Enrichment Analysis (ssGSEA) showed that the levels of Th1 and Treg immune cells changed both in TCGA and GEO databases. Finally, clinical samples were used to verify the mRNA and protein levels of five risk-model genes. In conclusion, this model could predict the prognosis of COAD patients, and the mechanism may be related to the changes in immune cells in the tumor microenvironment (TME). Frontiers Media S.A. 2022-11-25 /pmc/articles/PMC9732569/ /pubmed/36505872 http://dx.doi.org/10.3389/fonc.2022.927028 Text en Copyright © 2022 Luo, Lin, Ni, Cai, Yu 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 | Oncology Luo, Bixian Lin, Jianwei Ni, Anqi Cai, Wei Yu, Xinbo Wang, Mingliang A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
title | A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
title_full | A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
title_fullStr | A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
title_full_unstemmed | A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
title_short | A novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
title_sort | novel defined cuproptosis-related gene signature for predicting the prognosis of colon adenocarcinoma |
topic | Oncology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9732569/ https://www.ncbi.nlm.nih.gov/pubmed/36505872 http://dx.doi.org/10.3389/fonc.2022.927028 |
work_keys_str_mv | AT luobixian anoveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT linjianwei anoveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT nianqi anoveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT caiwei anoveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT yuxinbo anoveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT wangmingliang anoveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT luobixian noveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT linjianwei noveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT nianqi noveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT caiwei noveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT yuxinbo noveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma AT wangmingliang noveldefinedcuproptosisrelatedgenesignatureforpredictingtheprognosisofcolonadenocarcinoma |