Early Detection of Lung Cancer Using DNA Promoter Hypermethylation in Plasma and Sputum

被引:222
作者
Hulbert, Alicia [1 ,2 ]
Jusue-Torres, Ignacio [3 ]
Stark, Alejandro [4 ]
Chen, Chen [1 ,5 ]
Rodgers, Kristen [2 ]
Lee, Beverly [2 ]
Griffin, Candace [2 ]
Yang, Andrew [2 ]
Huang, Peng [1 ,6 ]
Wrangle, John [7 ]
Belinsky, Steven A. [8 ]
Wang, Tza-Huei [1 ,4 ,9 ,10 ]
Yang, Stephen C. [2 ]
Baylin, Stephen B. [1 ]
Brock, Malcolm V. [1 ,2 ]
Herman, James G. [1 ,11 ]
机构
[1] Johns Hopkins Univ, Sch Med, Dept Oncol, Sidney Kimmel Canc Ctr, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USA
[3] Johns Hopkins Univ, Sch Med, Dept Neurosurg, Baltimore, MD 21205 USA
[4] Johns Hopkins Univ, Dept Mech Engn, Baltimore, MD 21218 USA
[5] Cent S Univ, Xiangya Hosp 2, Dept Thorac Surg, Changsha, Hunan, Peoples R China
[6] Johns Hopkins Bloomberg Sch Publ Hlth, Dept Biostat, Baltimore, MD USA
[7] Med Univ South Carolina, Dept Med, Charleston, SC USA
[8] Lovelace Resp Res Inst, Lung Canc Program, Albuquerque, NM USA
[9] Johns Hopkins Univ, Sch Med, Dept Biomed Engn, Baltimore, MD 21205 USA
[10] Johns Hopkins Univ, Sch Med, Inst NanoBioTechnol, Baltimore, MD USA
[11] Univ Pittsburgh, Sch Med, Dept Med, Pittsburgh, PA 15213 USA
关键词
METHYLATION-SPECIFIC PCR; SIGNATURE; SERUM; DIAGNOSIS; GENES; ASSAY;
D O I
10.1158/1078-0432.CCR-16-1371
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: CT screening can reduce death from lung cancer. We sought to improve the diagnostic accuracy of lung cancer screening using ultrasensitive methods and a lung cancer-specific gene panel to detect DNA methylation in sputum and plasma. Experimental Design: This is a case-control study of subjects with suspicious nodules on CT imaging. Plasma and sputum were obtained preoperatively. Cases (n = 150) had pathologic confirmation of node-negative (stages I and IIA) non-small cell lung cancer. Controls (n = 60) had non-cancer diagnoses. We detected promoter methylation using quantitative methylation-specific real-time PCR and methylation-on-beads for cancer-specific genes (SOX17, TAC1, HOXA7, CDO1, HOXA9, and ZFP42). Results: DNA methylation was detected in plasma and sputum more frequently in people with cancer compared with controls (P < 0.001) for five of six genes. The sensitivity and specificity for lung cancer diagnosis using the best individual genes was 63% to 86% and 75% to 92% in sputum, respectively, and 65% to 76% and 74% to 84% in plasma, respectively. A three-gene combination of the best individual genes has sensitivity and specificity of 98% and 71% using sputum and 93% and 62% using plasma. Area under the receiver operating curve for this panel was 0.89 [95% confidence interval (CI), 0.80-0.98] in sputum and 0.77 (95% CI, 0.68-0.86) in plasma. Independent blinded random forest prediction models combining gene methylation with clinical information correctly predicted lung cancer in 91% of subjects using sputum detection and 85% of subjects using plasma detection. Conclusions: High diagnostic accuracy for early-stage lung cancer can be obtained using methylated promoter detection in sputum or plasma. (C) 2016 AACR.
引用
收藏
页码:1998 / 2005
页数:8
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