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A Four-Gene Promoter Methylation Marker Panel Consisting of GREM1, NEURL, LAD1, and NEFH Predicts Survival of Clear Cell Renal Cell Cancer Patients.
- Source :
-
Clinical cancer research : an official journal of the American Association for Cancer Research [Clin Cancer Res] 2017 Apr 15; Vol. 23 (8), pp. 2006-2018. Date of Electronic Publication: 2016 Oct 18. - Publication Year :
- 2017
-
Abstract
- Purpose: The currently used prognostic models for patients with nonmetastatic clear cell renal cell carcinoma (ccRCC) are based on clinicopathologic features and might be improved by adding molecular markers. Epigenetic alterations occur frequently in ccRCC and are promising biomarkers. The aim of this study is to identify prognostic promoter methylation markers for ccRCC. Experimental Design: We integrated data generated by massive parallel sequencing of methyl-binding domain enriched DNA and microarray-based RNA expression profiling of 5-aza-2'-deoxycytidine-treated ccRCC cell lines to comprehensively characterize the ccRCC methylome. A selection of the identified methylation markers was evaluated in two independent series of primary ccRCC ( n = 150 and n = 185) by methylation-specific PCR. Kaplan-Meier curves and log-rank tests were used to estimate cause-specific survival. HRs and corresponding 95% confidence intervals (CI) were assessed using Cox proportional hazard models. To assess the predictive capacity and fit of models combining several methylation markers, Harrell C statistic and the Akaike Information Criterion were used. Results: We identified four methylation markers, that is, GREM1, NEURL, LAD1, and NEFH , that individually predicted prognosis of patients with ccRCC. The four markers combined were associated with poorer survival in two independent patient series (HR, 3.64; 95% CI, 1.02-13.00 and HR, 7.54; 95% CI, 2.68-21.19). These findings were confirmed in a third series of ccRCC cases from The Cancer Genome Atlas (HR, 3.60; 95% CI, 2.02-6.40). Conclusions: A four-gene promoter methylation marker panel consisting of GREM1, NEURL, LAD1, and NEFH predicts outcome of patients with ccRCC and might be used to improve current prognostic models. Clin Cancer Res; 23(8); 2006-18. ©2016 AACR .<br /> (©2016 American Association for Cancer Research.)
- Subjects :
- Adult
Aged
Autoantigens genetics
Carcinoma, Renal Cell mortality
DNA Methylation genetics
Disease-Free Survival
Female
High-Throughput Nucleotide Sequencing
Humans
Intercellular Signaling Peptides and Proteins genetics
Kaplan-Meier Estimate
Kidney Neoplasms mortality
Male
Middle Aged
Neurofilament Proteins genetics
Non-Fibrillar Collagens genetics
Oligonucleotide Array Sequence Analysis
Prognosis
Promoter Regions, Genetic genetics
Proportional Hazards Models
Ubiquitin-Protein Ligases genetics
Collagen Type XVII
Biomarkers, Tumor genetics
Carcinoma, Renal Cell genetics
Kidney Neoplasms genetics
Subjects
Details
- Language :
- English
- ISSN :
- 1557-3265
- Volume :
- 23
- Issue :
- 8
- Database :
- MEDLINE
- Journal :
- Clinical cancer research : an official journal of the American Association for Cancer Research
- Publication Type :
- Academic Journal
- Accession number :
- 27756787
- Full Text :
- https://doi.org/10.1158/1078-0432.CCR-16-1236