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The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma

BACKGROUND: The RNA-seq FPKM data of 331 colorectal adenocarcinoma samples in The Cancer Genome Atlas database with matching clinical data were analyzed in order to reveal the prognostic value of m6A RNA methylation regulators in colon adenocarcinoma. MATERIAL/METHODS: The expression of 13 m6A RNA m...

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Autores principales: Liu, Tao, Li, Chenyao, Jin, Lipeng, Li, Chao, Wang, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Scientific Literature, Inc. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6926093/
https://www.ncbi.nlm.nih.gov/pubmed/31823961
http://dx.doi.org/10.12659/MSM.920381
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author Liu, Tao
Li, Chenyao
Jin, Lipeng
Li, Chao
Wang, Lei
author_facet Liu, Tao
Li, Chenyao
Jin, Lipeng
Li, Chao
Wang, Lei
author_sort Liu, Tao
collection PubMed
description BACKGROUND: The RNA-seq FPKM data of 331 colorectal adenocarcinoma samples in The Cancer Genome Atlas database with matching clinical data were analyzed in order to reveal the prognostic value of m6A RNA methylation regulators in colon adenocarcinoma. MATERIAL/METHODS: The expression of 13 m6A RNA methylated regulators in samples were analyzed. The samples were classified into Cluster I and II by consistent clustering. The gene distribution was analyzed by principal component analysis. Further functional analysis of selected m6A RNA genes was performed and potential risk characteristics was developed using Lasso Cox regression algorithm. Using minimum criteria, the risk coefficients of YTHDF1 and HNRNPC were detected for Cluster II. Patients were divided into high-risk and low-risk subgroups based on the risk characteristics. The clinical data were analyzed by univariate and multivariate Cox regression analysis. RESULTS: Expression of the detected m6A RNA methylated regulators except YTHDC2 in tumors were significantly different from their adjacent mucosa. Among them, only ALKBH5 and METTL4 were downregulated in tumors. The gene distribution between the 2 subgroups were different. The expression of m6A RNA methylation regulators including YTHDF1, HNRNPC, YTHDC2, YTHDC1, ZC3H13, and RBM15 were different between the 2 groups (P<0.05). The prognostic characteristics between the high-risk and low-risk groups were significant different (P<0.05), which had a good predictive significance of prognosis area under the curve (AUC)=0.62). Risk scores were less than 0.05, suggesting risk score was an independent prognostic factor for colon adenocarcinoma. CONCLUSIONS: m6A RNA methylation regulators YTHDF1 and HNRNPC can be used as prognostic factors of colon cancer, which has potential value for colon cancer treatment.
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spelling pubmed-69260932019-12-26 The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma Liu, Tao Li, Chenyao Jin, Lipeng Li, Chao Wang, Lei Med Sci Monit Lab/In Vitro Research BACKGROUND: The RNA-seq FPKM data of 331 colorectal adenocarcinoma samples in The Cancer Genome Atlas database with matching clinical data were analyzed in order to reveal the prognostic value of m6A RNA methylation regulators in colon adenocarcinoma. MATERIAL/METHODS: The expression of 13 m6A RNA methylated regulators in samples were analyzed. The samples were classified into Cluster I and II by consistent clustering. The gene distribution was analyzed by principal component analysis. Further functional analysis of selected m6A RNA genes was performed and potential risk characteristics was developed using Lasso Cox regression algorithm. Using minimum criteria, the risk coefficients of YTHDF1 and HNRNPC were detected for Cluster II. Patients were divided into high-risk and low-risk subgroups based on the risk characteristics. The clinical data were analyzed by univariate and multivariate Cox regression analysis. RESULTS: Expression of the detected m6A RNA methylated regulators except YTHDC2 in tumors were significantly different from their adjacent mucosa. Among them, only ALKBH5 and METTL4 were downregulated in tumors. The gene distribution between the 2 subgroups were different. The expression of m6A RNA methylation regulators including YTHDF1, HNRNPC, YTHDC2, YTHDC1, ZC3H13, and RBM15 were different between the 2 groups (P<0.05). The prognostic characteristics between the high-risk and low-risk groups were significant different (P<0.05), which had a good predictive significance of prognosis area under the curve (AUC)=0.62). Risk scores were less than 0.05, suggesting risk score was an independent prognostic factor for colon adenocarcinoma. CONCLUSIONS: m6A RNA methylation regulators YTHDF1 and HNRNPC can be used as prognostic factors of colon cancer, which has potential value for colon cancer treatment. International Scientific Literature, Inc. 2019-12-11 /pmc/articles/PMC6926093/ /pubmed/31823961 http://dx.doi.org/10.12659/MSM.920381 Text en © Med Sci Monit, 2019 This work is licensed under Creative Common Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Lab/In Vitro Research
Liu, Tao
Li, Chenyao
Jin, Lipeng
Li, Chao
Wang, Lei
The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
title The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
title_full The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
title_fullStr The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
title_full_unstemmed The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
title_short The Prognostic Value of m6A RNA Methylation Regulators in Colon Adenocarcinoma
title_sort prognostic value of m6a rna methylation regulators in colon adenocarcinoma
topic Lab/In Vitro Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6926093/
https://www.ncbi.nlm.nih.gov/pubmed/31823961
http://dx.doi.org/10.12659/MSM.920381
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