Peripheral blood DNA methylation profiles are indicative of head and neck squamous cell carcinoma An epigenome-wide association study

被引:70
|
作者
Langevin, Scott M. [1 ,2 ]
Koestler, Devin C. [3 ]
Christensen, Brock C. [3 ]
Butler, Rondi A. [1 ]
Wiencke, John K. [5 ]
Nelson, Heather H. [6 ]
Houseman, E. Andres [7 ]
Marsit, Carmen J. [4 ]
Kelsey, Karl T. [1 ,2 ]
机构
[1] Brown Univ, Dept Epidemiol, Providence, RI 02912 USA
[2] Brown Univ, Dept Pathol & Lab Med, Providence, RI 02912 USA
[3] Dartmouth Med Sch, Dept Community & Family Med, Lebanon, NH USA
[4] Dartmouth Med Sch, Dept Pharmacol & Toxicol, Lebanon, NH USA
[5] Univ Calif San Francisco, Dept Neurol Surg, San Francisco, CA 94143 USA
[6] Univ Minnesota, Mason Canc Ctr, Div Epidemiol & Community Hlth, Minneapolis, MN USA
[7] Oregon State Univ, Coll Publ Hlth & Human Sci, Dept Biostat, Corvallis, OR 97331 USA
关键词
semi-supervised RPMM; HNSCC; epigenetics; biomarkers; Infinium; methylation array; GASTROESOPHAGEAL REFLUX; HUMAN-PAPILLOMAVIRUS; PHARYNGEAL CANCER; RISK-FACTORS; EPIMUTATIONS; METAANALYSIS; EXPRESSION; LARYNGEAL; MIXTURE; MARKERS;
D O I
10.4161/epi.7.3.19134
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Head and neck cancer accounts for an estimated 47,560 new cases and 11,480 deaths annually in the United States, the majority of which are squamous cell carcinomas (HNSCC). The overall 5 year survival is approximately 60% and declines with increasing stage at diagnosis, indicating a need for non-invasive tests that facilitate the detection of early disease. DNA methylation is a stable epigenetic modification that is amenable to measurement and readily available in peripheral blood. We used a semi-supervised recursively partitioned mixture model (SS-RPMM) approach to identify novel blood DNA methylation markers of HNSCC using genome-wide methylation array data for peripheral blood samples from 92 HNSCC cases and 92 cancer-free control subjects. To assess the performance of the resultant markers, we constructed receiver operating characteristic (ROC) curves and calculated the corresponding area under the curve (AUC). Cases and controls were best differentiated by a methylation profile of six CpG loci (associated with FGD4, SERPINF1, WDR39, IL27, HYAL2 and PLEKHA6), with an AUC of 0.73 (95% CI: 0.62-0.82). After adjustment for subject age, gender, smoking, alcohol consumption and HPV16 serostatus, the AUC increased to 0.85 (95% CI: 0.76-0.92). We have identified a novel blood-based methylation profile that is indicative of HNSCC with a high degree of accuracy. This profile demonstrates the potential of DNA methylation measured in blood for development of non-invasive applications for detection of head and neck cancer.
引用
收藏
页码:291 / 299
页数:9
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