Multiomic Analysis of Methylation and Transcriptome Reveals a Novel Signature in Esophageal Cancer

被引:6
作者
Jin, Yi-qi [1 ]
Miao, Dong-liu [1 ]
机构
[1] Nanjing Med Univ, Affiliated Suzhou Hosp, Dept Intervent & Vasc Surg, 16 Baita West Rd, Suzhou 215001, Jiangsu, Peoples R China
关键词
epigenetics; DNA methylation; differentially expressed genes; esophageal cancer; risk score system; prognosis; SQUAMOUS-CELL CARCINOMA; DNA METHYLATION; UP-REGULATION; DIAGNOSIS; PATHWAY;
D O I
10.1177/1559325820942075
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Background: Epigenetic alterations have been shown to lead to human carcinogenesis. The aim of this study was to perform an integrative analysis to develop an epigenetic signature to predict overall survival (OS) of esophageal cancer. Methods: DNA methylation and messenger RNA expression data of esophageal cancer samples were downloaded from The Cancer Genome Atlas database and were incorporated and analyzed using an R package MethylMix. Functional enrichment analysis of the methylation-related differentially expressed genes (DEGs) was performed. Epigenetic signature and nomogram associated with the OS of esophageal cancer were established by the multivariate Cox model. Results: A total of 71 methylation-related DEGs were identified. Kyoto Encyclopedia of Genes and Genomes pathway analysis revealed that these genes were involved in the biological process related to the initiation and progression of esophageal cancer. Two-gene (FAM24B and FAM200A) risk signature for OS was developed by multivariate Cox analysis, of which had high accuracy. The signature is independent of clinicopathological variables and indicated better predictive power than other clinicopathological variables. Moreover, we developed a novel prognostic nomogram based on risk score and 3 clinicopathological factors. Conclusions: Our study indicated possible methylation-related DEGs and established an epigenetic signature, which may provide novel insights for understanding the pathogenesis of esophageal cancer.
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页数:10
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共 35 条
[1]   Overview of esophageal cancer [J].
Abbas, Ghulam ;
Krasna, Mark .
ANNALS OF CARDIOTHORACIC SURGERY, 2017, 6 (02) :131-136
[2]   Long-Term Results of a Randomized Trial of Surgery With or Without Preoperative Chemotherapy in Esophageal Cancer [J].
Allum, William H. ;
Stenning, Sally P. ;
Bancewicz, John ;
Clark, Peter I. ;
Langley, Ruth E. .
JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (30) :5062-5067
[3]   A decade of exploring the cancer epigenome - biological and translational implications [J].
Baylin, Stephen B. ;
Jones, Peter A. .
NATURE REVIEWS CANCER, 2011, 11 (10) :726-734
[4]   High density DNA methylation array with single CpG site resolution [J].
Bibikova, Marina ;
Barnes, Bret ;
Tsan, Chan ;
Ho, Vincent ;
Klotzle, Brandy ;
Le, Jennie M. ;
Delano, David ;
Zhang, Lu ;
Schroth, Gary P. ;
Gunderson, Kevin L. ;
Fan, Jian-Bing ;
Shen, Richard .
GENOMICS, 2011, 98 (04) :288-295
[5]   Cross-talk between Site-specific Transcription Factors and DNA Methylation States [J].
Blattler, Adam ;
Farnham, Peggy J. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2013, 288 (48) :34287-34294
[6]   Competition between DNA methylation and transcription factors determines binding of NRF1 [J].
Domcke, Silvia ;
Bardet, Anais Flore ;
Ginno, Paul Adrian ;
Hartl, Dominik ;
Burger, Lukas ;
Schuebeler, Dirk .
NATURE, 2015, 528 (7583) :575-+
[7]   Aberrant hypermethylation-mediated downregulation of antisense lncRNA ZNF667-AS1 and its sense gene ZNF667 correlate with progression and prognosis of esophageal squamous cell carcinoma [J].
Dong, Zhiming ;
Li, Shengmian ;
Wu, Xuan ;
Niu, Yunfeng ;
Liang, Xiaoliang ;
Yang, Liu ;
Guo, Yanli ;
Shen, Supeng ;
Liang, Jia ;
Guo, Wei .
CELL DEATH & DISEASE, 2019, 10 (12)
[8]   Promoter hypermethylation-mediated downregulation of tumor suppressor gene SEMA3B and lncRNA SEMA3B-AS1 correlates with progression and prognosis of esophageal squamous cell carcinoma [J].
Dong, Zhiming ;
Liang, Xiaoliang ;
Wu, Xuan ;
Kang, Xiaoliang ;
Guo, Yanli ;
Shen, Supeng ;
Liang, Jia ;
Guo, Wei .
CLINICAL & EXPERIMENTAL METASTASIS, 2019, 36 (03) :225-241
[9]   TFF1 hypermethylation and decreased expression in esophageal squamous cell carcinoma and histologically normal tumor surrounding esophageal cells [J].
Gonzaga, Isabela Martins ;
Soares Lima, Sheila Coelho ;
Nicolau, Marina Chianello ;
Nicolau-Neto, Pedro ;
da Costa, Nathalia Meireles ;
Simao, Tatiana de Almeida ;
Hernandez-Vargas, Hector ;
Herceg, Zdenko ;
Ribeiro Pinto, Luis Felipe .
CLINICAL EPIGENETICS, 2017, 9
[10]   Time-dependent ROC curves for censored survival data and a diagnostic marker [J].
Heagerty, PJ ;
Lumley, T ;
Pepe, MS .
BIOMETRICS, 2000, 56 (02) :337-344