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...
Autores principales: | , , , , , , , |
---|---|
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 |