Identification of DNA methylation signatures associated with poor outcome in lower-risk Stage, Size, Grade and Necrosis (SSIGN) score clear cell renal cell cancer

被引:8
|
作者
El Khoury, Louis Y. [1 ,2 ]
Fu, Shuang [1 ,2 ,3 ]
Hlady, Ryan A. [1 ,2 ]
Wagner, Ryan T. [1 ,2 ]
Wang, Liguo [4 ]
Eckel-Passow, Jeanette E. [4 ]
Castle, Erik P. [5 ]
Stanton, Melissa L. [6 ]
Thompson, R. Houston [7 ]
Parker, Alexander S. [8 ]
Ho, Thai H. [9 ]
Robertson, Keith D. [1 ,2 ]
机构
[1] Mayo Clin, Dept Mol Pharmacol & Expt Therapeut, Rochester, MN 55905 USA
[2] Mayo Clin, Ctr Individualized Med, Epigen Program, 200 First St SW, Rochester, MN 55905 USA
[3] China Med Univ, Hematol Lab, Shengjing Hosp, Shenyang, Peoples R China
[4] Mayo Clin, Div Biomed Stat & Informat, Dept Hlth Sci Res, Rochester, MN 55905 USA
[5] Mayo Clin, Dept Urol, Phoenix, AZ USA
[6] Mayo Clin, Dept Lab Med & Pathol, Phoenix, AZ USA
[7] Mayo Clin, Dept Urol, Rochester, MN 55905 USA
[8] Univ Florida, Off Res Affairs, Jacksonville, FL USA
[9] Mayo Clin, Div Hematol & Med Oncol, 13400 E Shea Blvd, Scottsdale, AZ 85259 USA
基金
美国国家卫生研究院;
关键词
Kidney cancer; ccRCC; DNA methylation; Epigenetics; SSIGN score; Prognostic marker; Reduced representation bisulfite sequencing (RRBS); Precision medicine;
D O I
10.1186/s13148-020-00998-z
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
BackgroundDespite using prognostic algorithms and standard surveillance guidelines, 17% of patients initially diagnosed with low risk clear cell renal cell carcinoma (ccRCC) ultimately relapse and die of recurrent disease, indicating additional molecular parameters are needed for improved prognosis. ResultsTo address the gap in ccRCC prognostication in the lower risk population, we performed a genome-wide analysis for methylation signatures capable of distinguishing recurrent and non-recurrent ccRCCs within the subgroup classified as 'low risk' by the Mayo Clinic Stage, Size, Grade, and Necrosis score (SSIGN 0-3). This approach revealed that recurrent patients have globally hypermethylated tumors and differ in methylation significantly at 5929 CpGs. Differentially methylated CpGs (DMCpGs) were enriched in regulatory regions and genes modulating cell growth and invasion. A subset of DMCpGs stratified low SSIGN groups into high and low risk of recurrence in independent data sets, indicating that DNA methylation enhances the prognostic power of the SSIGN score.ConclusionsThis study reports a global DNA hypermethylation in tumors of recurrent ccRCC patients. Furthermore, DMCpGs were capable of discriminating between aggressive and less aggressive tumors, in addition to SSIGN score. Therefore, DNA methylation presents itself as a potentially strong biomarker to further improve prognostic power in patients with low risk SSIGN score (0-3).
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页数:16
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