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Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients

Background: Esophageal squamous cell carcinoma (ESCC) is an aggressive cancer with poor prognosis. We aimed to identify a panel of CpG methylation biomarkers for prognosis prediction of ESCC patients. Methods: Illumina's GoldenGate methylation array, supervised principal components, Kaplan-Meie...

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Autores principales: Kuo, I-Ying, Chang, Jia-Ming, Jiang, Shih-Sheng, Chen, Chung-Hsin, Chang, I-Shou, Sheu, Bor-Shyang, Lu, Pei-Jung, Chang, Wei-Lun, Lai, Wu-Wei, Wang, Yi-Ching
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4057483/
https://www.ncbi.nlm.nih.gov/pubmed/24936140
http://dx.doi.org/10.7150/ijms.7405
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author Kuo, I-Ying
Chang, Jia-Ming
Jiang, Shih-Sheng
Chen, Chung-Hsin
Chang, I-Shou
Sheu, Bor-Shyang
Lu, Pei-Jung
Chang, Wei-Lun
Lai, Wu-Wei
Wang, Yi-Ching
author_facet Kuo, I-Ying
Chang, Jia-Ming
Jiang, Shih-Sheng
Chen, Chung-Hsin
Chang, I-Shou
Sheu, Bor-Shyang
Lu, Pei-Jung
Chang, Wei-Lun
Lai, Wu-Wei
Wang, Yi-Ching
author_sort Kuo, I-Ying
collection PubMed
description Background: Esophageal squamous cell carcinoma (ESCC) is an aggressive cancer with poor prognosis. We aimed to identify a panel of CpG methylation biomarkers for prognosis prediction of ESCC patients. Methods: Illumina's GoldenGate methylation array, supervised principal components, Kaplan-Meier survival analyses and Cox regression model were conducted on dissected tumor tissues from a training cohort of 40 ESCC patients to identify potential CpG methylation biomarkers. Pyrosequencing quantitative methylation assay were performed to validate prognostic CpG methylation biomarkers in 61 ESCC patients. The correlation between DNA methylation and RNA expression of a validated marker, SOX17, was examined in a validation cohort of 61 ESCC patients. Results: We identified a panel of nine CpG methylation probes located at promoter or exon1 region of eight genes including DDIT3, FES, FLT3, NTRK3, SEPT5, SEPT9, SOX1, and SOX17, for prognosis prediction in ESCC patients. Risk score calculated using the eight-gene panel statistically predicted poor outcome for patients with high risk score. These eight-gene also showed a significantly higher methylation level in tumor tissues than their corresponding normal samples in all patients analyzed. In addition, we also detected an inverse correlation between CpG hypermethylation and the mRNA expression level of SOX17 gene in ESCC patients, indicating that DNA hypermethylation was responsible for decreased expression of SOX17. Conclusions: This study established a proof-of-concept CpG methylation biomarker panel for ESCC prognosis that can be further validated by multiple cohort studies. Functional characterization of the eight prognostic methylation genes in our biomarker panel could help to dissect the mechanism of ESCC tumorigenesis.
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spelling pubmed-40574832014-06-16 Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients Kuo, I-Ying Chang, Jia-Ming Jiang, Shih-Sheng Chen, Chung-Hsin Chang, I-Shou Sheu, Bor-Shyang Lu, Pei-Jung Chang, Wei-Lun Lai, Wu-Wei Wang, Yi-Ching Int J Med Sci Research Paper Background: Esophageal squamous cell carcinoma (ESCC) is an aggressive cancer with poor prognosis. We aimed to identify a panel of CpG methylation biomarkers for prognosis prediction of ESCC patients. Methods: Illumina's GoldenGate methylation array, supervised principal components, Kaplan-Meier survival analyses and Cox regression model were conducted on dissected tumor tissues from a training cohort of 40 ESCC patients to identify potential CpG methylation biomarkers. Pyrosequencing quantitative methylation assay were performed to validate prognostic CpG methylation biomarkers in 61 ESCC patients. The correlation between DNA methylation and RNA expression of a validated marker, SOX17, was examined in a validation cohort of 61 ESCC patients. Results: We identified a panel of nine CpG methylation probes located at promoter or exon1 region of eight genes including DDIT3, FES, FLT3, NTRK3, SEPT5, SEPT9, SOX1, and SOX17, for prognosis prediction in ESCC patients. Risk score calculated using the eight-gene panel statistically predicted poor outcome for patients with high risk score. These eight-gene also showed a significantly higher methylation level in tumor tissues than their corresponding normal samples in all patients analyzed. In addition, we also detected an inverse correlation between CpG hypermethylation and the mRNA expression level of SOX17 gene in ESCC patients, indicating that DNA hypermethylation was responsible for decreased expression of SOX17. Conclusions: This study established a proof-of-concept CpG methylation biomarker panel for ESCC prognosis that can be further validated by multiple cohort studies. Functional characterization of the eight prognostic methylation genes in our biomarker panel could help to dissect the mechanism of ESCC tumorigenesis. Ivyspring International Publisher 2014-05-30 /pmc/articles/PMC4057483/ /pubmed/24936140 http://dx.doi.org/10.7150/ijms.7405 Text en © Ivyspring International Publisher. This is an open-access article distributed under the terms of the Creative Commons License (http://creativecommons.org/licenses/by-nc-nd/3.0/). Reproduction is permitted for personal, noncommercial use, provided that the article is in whole, unmodified, and properly cited.
spellingShingle Research Paper
Kuo, I-Ying
Chang, Jia-Ming
Jiang, Shih-Sheng
Chen, Chung-Hsin
Chang, I-Shou
Sheu, Bor-Shyang
Lu, Pei-Jung
Chang, Wei-Lun
Lai, Wu-Wei
Wang, Yi-Ching
Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients
title Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients
title_full Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients
title_fullStr Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients
title_full_unstemmed Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients
title_short Prognostic CpG Methylation Biomarkers Identified by Methylation Array in Esophageal Squamous Cell Carcinoma Patients
title_sort prognostic cpg methylation biomarkers identified by methylation array in esophageal squamous cell carcinoma patients
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4057483/
https://www.ncbi.nlm.nih.gov/pubmed/24936140
http://dx.doi.org/10.7150/ijms.7405
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