Cargando…

TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer

SIMPLE SUMMARY: This study investigates the role of cuproptosis, a type of programmed cell death that depends on copper, in the progression of colorectal cancer (CRC). Using bioinformatics analysis of a large dataset of CRC patient samples, the authors identified seven cuproptosis markers. From this...

Descripción completa

Detalles Bibliográficos
Autores principales: Wu, Zhiwei, Lin, Changwei, Zhang, Fan, Lu, Zhixing, Wang, Yaohui, Liu, Yang, Zhou, Zhijiao, Li, Liang, Song, Liying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137011/
https://www.ncbi.nlm.nih.gov/pubmed/37190215
http://dx.doi.org/10.3390/cancers15082286
_version_ 1785032356358258688
author Wu, Zhiwei
Lin, Changwei
Zhang, Fan
Lu, Zhixing
Wang, Yaohui
Liu, Yang
Zhou, Zhijiao
Li, Liang
Song, Liying
author_facet Wu, Zhiwei
Lin, Changwei
Zhang, Fan
Lu, Zhixing
Wang, Yaohui
Liu, Yang
Zhou, Zhijiao
Li, Liang
Song, Liying
author_sort Wu, Zhiwei
collection PubMed
description SIMPLE SUMMARY: This study investigates the role of cuproptosis, a type of programmed cell death that depends on copper, in the progression of colorectal cancer (CRC). Using bioinformatics analysis of a large dataset of CRC patient samples, the authors identified seven cuproptosis markers. From this, they developed a predictive model that can predict the prognosis of CRC patients. The study also shows that the gene TIGD1 is involved in regulating cuproptosis in CRC cells. These findings provide new insights into the role of cuproptosis in cancer and may lead to new therapeutic strategies for treating CRC. ABSTRACT: Cuproptosis is a new form of copper-dependent programmed cell death commonly occurring within the body. There is emerging evidence indicating that cuproptosis has a significant regulatory function in the onset and progression of cancer. However, it is still unclear how cuproptosis regulates cancer and whether other genes are involved in the regulation. Using the TCGA-COAD dataset of 512 samples, we found that seven of ten cuproptosis markers showed prognostic value in colorectal cancer (CRC) using Kaplan–Meier survival analysis. Furthermore, 31 prognostic cuproptosis-related genes were identified using weighted gene co-expression network analysis and univariate Cox analysis. Subsequently, we constructed a 7-PCRG signature using least absolute shrinkage and selection operator (LASSO)–Cox regression analysis. The risk score predicting survival in patients with CRC was evaluated. Two risk groups were classified based on their risk scores. The two groups revealed a significant difference in immune cells, such as B and T cells. Furthermore, we identified differences in many immune functions and checkpoints, including CD276 and CD28. In vitro experiments showed that a hub cuproptosis-related gene, TIGD1, could significantly regulate cuproptosis in CRC after exposure to elesclomol. This study validated that cuproptosis was closely related to the progression of CRC. Seven new cuproptosis-related genes were identified, and the function of TIGD1 in cuproptosis was preliminarily understood. Since a certain concentration of copper in CRC cells is important, cuproptosis may provide a new target for cancer therapy. This study may provide novel insights into the treatment of CRC.
format Online
Article
Text
id pubmed-10137011
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-101370112023-04-28 TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer Wu, Zhiwei Lin, Changwei Zhang, Fan Lu, Zhixing Wang, Yaohui Liu, Yang Zhou, Zhijiao Li, Liang Song, Liying Cancers (Basel) Article SIMPLE SUMMARY: This study investigates the role of cuproptosis, a type of programmed cell death that depends on copper, in the progression of colorectal cancer (CRC). Using bioinformatics analysis of a large dataset of CRC patient samples, the authors identified seven cuproptosis markers. From this, they developed a predictive model that can predict the prognosis of CRC patients. The study also shows that the gene TIGD1 is involved in regulating cuproptosis in CRC cells. These findings provide new insights into the role of cuproptosis in cancer and may lead to new therapeutic strategies for treating CRC. ABSTRACT: Cuproptosis is a new form of copper-dependent programmed cell death commonly occurring within the body. There is emerging evidence indicating that cuproptosis has a significant regulatory function in the onset and progression of cancer. However, it is still unclear how cuproptosis regulates cancer and whether other genes are involved in the regulation. Using the TCGA-COAD dataset of 512 samples, we found that seven of ten cuproptosis markers showed prognostic value in colorectal cancer (CRC) using Kaplan–Meier survival analysis. Furthermore, 31 prognostic cuproptosis-related genes were identified using weighted gene co-expression network analysis and univariate Cox analysis. Subsequently, we constructed a 7-PCRG signature using least absolute shrinkage and selection operator (LASSO)–Cox regression analysis. The risk score predicting survival in patients with CRC was evaluated. Two risk groups were classified based on their risk scores. The two groups revealed a significant difference in immune cells, such as B and T cells. Furthermore, we identified differences in many immune functions and checkpoints, including CD276 and CD28. In vitro experiments showed that a hub cuproptosis-related gene, TIGD1, could significantly regulate cuproptosis in CRC after exposure to elesclomol. This study validated that cuproptosis was closely related to the progression of CRC. Seven new cuproptosis-related genes were identified, and the function of TIGD1 in cuproptosis was preliminarily understood. Since a certain concentration of copper in CRC cells is important, cuproptosis may provide a new target for cancer therapy. This study may provide novel insights into the treatment of CRC. MDPI 2023-04-13 /pmc/articles/PMC10137011/ /pubmed/37190215 http://dx.doi.org/10.3390/cancers15082286 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wu, Zhiwei
Lin, Changwei
Zhang, Fan
Lu, Zhixing
Wang, Yaohui
Liu, Yang
Zhou, Zhijiao
Li, Liang
Song, Liying
TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer
title TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer
title_full TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer
title_fullStr TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer
title_full_unstemmed TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer
title_short TIGD1 Function as a Potential Cuproptosis Regulator Following a Novel Cuproptosis-Related Gene Risk Signature in Colorectal Cancer
title_sort tigd1 function as a potential cuproptosis regulator following a novel cuproptosis-related gene risk signature in colorectal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10137011/
https://www.ncbi.nlm.nih.gov/pubmed/37190215
http://dx.doi.org/10.3390/cancers15082286
work_keys_str_mv AT wuzhiwei tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT linchangwei tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT zhangfan tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT luzhixing tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT wangyaohui tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT liuyang tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT zhouzhijiao tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT liliang tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer
AT songliying tigd1functionasapotentialcuproptosisregulatorfollowinganovelcuproptosisrelatedgenerisksignatureincolorectalcancer