Cargando…

A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer

OBJECTIVE: This study aims at exploring the relationship between necroptosis-related miRNAs and colon cancer prognosis. METHODS: We downloaded the miRNA sequencing data from the TCGA, and eight differentially expressed necroptosis-related miRNAs were screened. Then, we used Cox regression analysis t...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Zhenpeng, Lu, Shuai, Wang, Yuying, Tang, Huazhen, Wang, Bing, Sun, Xibo, Qu, Jinxiu, Rao, Benqiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Dove 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763259/
https://www.ncbi.nlm.nih.gov/pubmed/35046713
http://dx.doi.org/10.2147/IJGM.S349624
_version_ 1784633900024201216
author Yang, Zhenpeng
Lu, Shuai
Wang, Yuying
Tang, Huazhen
Wang, Bing
Sun, Xibo
Qu, Jinxiu
Rao, Benqiang
author_facet Yang, Zhenpeng
Lu, Shuai
Wang, Yuying
Tang, Huazhen
Wang, Bing
Sun, Xibo
Qu, Jinxiu
Rao, Benqiang
author_sort Yang, Zhenpeng
collection PubMed
description OBJECTIVE: This study aims at exploring the relationship between necroptosis-related miRNAs and colon cancer prognosis. METHODS: We downloaded the miRNA sequencing data from the TCGA, and eight differentially expressed necroptosis-related miRNAs were screened. Then, we used Cox regression analysis to establish a prediction model of necroptosis-related miRNA. Finally, the prognosis related miRNAs were used to predict the target genes, and functional analysis was used to explore the potential mechanism of these target genes. RESULTS: The miRNA-seq data of 444 COAD cases were downloaded from TCGA. We identified 8 differentially expressed miRNAs (has-miR-16-5p, has-miR-141-3p, has-miR-148a-3p, has-miR-425-5p, has-miR-7-5p, has-miR-223-3p, has-miR-200a-5p, and has-miR-500a-3p), then Cox analysis was performed for determining eight-miRNA signature prognostic biomarkers with obviously different OS. The area under the curve (AUC) of receiver operating characteristic (ROC) curve for predicting 1-, 3-, and 5-year survival were 0.663, 0.653 and 0.639, respectively. The multivariate analysis also implied that the risk score was an independent prognostic factor considering other confounding factors (HR = 1.847, 95% CI = 1.197–2.848, P = 0.006). According to the Kaplan–Meier analysis, the expression of hsa-miR-500a-3p (P = 0.003), hsa-miR-16-5p (P = 0.004) and hsa-miR-148a-3p (P = 0.035) significantly affected OS outcomes. We predicted the target genes of these three miRNAs and then screened 10 hub genes (CCND1, SMAD3, SMAD2, CDK1, TGFB2, CDC25A, CHEK1, VEGFA, CCNE1, WEE1). In addition, CHEK1 was associated with the survival prognosis. CONCLUSION: Our study demonstrated that necroptosis is closely associated with colon cancer, and the model of eight necroptosis-related miRNAs are potentially useful prognostic biomarkers and therapeutic targets for colon cancer.
format Online
Article
Text
id pubmed-8763259
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Dove
record_format MEDLINE/PubMed
spelling pubmed-87632592022-01-18 A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer Yang, Zhenpeng Lu, Shuai Wang, Yuying Tang, Huazhen Wang, Bing Sun, Xibo Qu, Jinxiu Rao, Benqiang Int J Gen Med Original Research OBJECTIVE: This study aims at exploring the relationship between necroptosis-related miRNAs and colon cancer prognosis. METHODS: We downloaded the miRNA sequencing data from the TCGA, and eight differentially expressed necroptosis-related miRNAs were screened. Then, we used Cox regression analysis to establish a prediction model of necroptosis-related miRNA. Finally, the prognosis related miRNAs were used to predict the target genes, and functional analysis was used to explore the potential mechanism of these target genes. RESULTS: The miRNA-seq data of 444 COAD cases were downloaded from TCGA. We identified 8 differentially expressed miRNAs (has-miR-16-5p, has-miR-141-3p, has-miR-148a-3p, has-miR-425-5p, has-miR-7-5p, has-miR-223-3p, has-miR-200a-5p, and has-miR-500a-3p), then Cox analysis was performed for determining eight-miRNA signature prognostic biomarkers with obviously different OS. The area under the curve (AUC) of receiver operating characteristic (ROC) curve for predicting 1-, 3-, and 5-year survival were 0.663, 0.653 and 0.639, respectively. The multivariate analysis also implied that the risk score was an independent prognostic factor considering other confounding factors (HR = 1.847, 95% CI = 1.197–2.848, P = 0.006). According to the Kaplan–Meier analysis, the expression of hsa-miR-500a-3p (P = 0.003), hsa-miR-16-5p (P = 0.004) and hsa-miR-148a-3p (P = 0.035) significantly affected OS outcomes. We predicted the target genes of these three miRNAs and then screened 10 hub genes (CCND1, SMAD3, SMAD2, CDK1, TGFB2, CDC25A, CHEK1, VEGFA, CCNE1, WEE1). In addition, CHEK1 was associated with the survival prognosis. CONCLUSION: Our study demonstrated that necroptosis is closely associated with colon cancer, and the model of eight necroptosis-related miRNAs are potentially useful prognostic biomarkers and therapeutic targets for colon cancer. Dove 2022-01-13 /pmc/articles/PMC8763259/ /pubmed/35046713 http://dx.doi.org/10.2147/IJGM.S349624 Text en © 2022 Yang et al. https://creativecommons.org/licenses/by-nc/3.0/This work is published and licensed by Dove Medical Press Limited. The full terms of this license are available at https://www.dovepress.com/terms.php and incorporate the Creative Commons Attribution – Non Commercial (unported, v3.0) License (http://creativecommons.org/licenses/by-nc/3.0/ (https://creativecommons.org/licenses/by-nc/3.0/) ). By accessing the work you hereby accept the Terms. Non-commercial uses of the work are permitted without any further permission from Dove Medical Press Limited, provided the work is properly attributed. For permission for commercial use of this work, please see paragraphs 4.2 and 5 of our Terms (https://www.dovepress.com/terms.php).
spellingShingle Original Research
Yang, Zhenpeng
Lu, Shuai
Wang, Yuying
Tang, Huazhen
Wang, Bing
Sun, Xibo
Qu, Jinxiu
Rao, Benqiang
A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer
title A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer
title_full A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer
title_fullStr A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer
title_full_unstemmed A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer
title_short A Novel Defined Necroptosis-Related miRNAs Signature for Predicting the Prognosis of Colon Cancer
title_sort novel defined necroptosis-related mirnas signature for predicting the prognosis of colon cancer
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763259/
https://www.ncbi.nlm.nih.gov/pubmed/35046713
http://dx.doi.org/10.2147/IJGM.S349624
work_keys_str_mv AT yangzhenpeng anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT lushuai anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT wangyuying anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT tanghuazhen anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT wangbing anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT sunxibo anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT qujinxiu anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT raobenqiang anoveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT yangzhenpeng noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT lushuai noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT wangyuying noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT tanghuazhen noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT wangbing noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT sunxibo noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT qujinxiu noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer
AT raobenqiang noveldefinednecroptosisrelatedmirnassignatureforpredictingtheprognosisofcoloncancer