Targeted methylation sequencing of plasma cell-free DNA for cancer detection and classification

被引:96
|
作者
Liu, L. [1 ]
Toung, J. M. [1 ]
Jassowicz, A. F. [2 ]
Vijayaraghavan, R. [1 ]
Kang, H. [1 ]
Zhang, R. [1 ]
Kruglyak, K. M. [1 ]
Huang, H. J. [2 ]
Hinoue, T. [3 ]
Shen, H. [3 ]
Salathia, N. S. [1 ]
Hong, D. S. [2 ]
Naing, A. [2 ]
Subbiah, V. [2 ]
Piha-Paul, S. A. [2 ]
Bibikova, M. [1 ]
Granger, G. [1 ]
Barnes, B. [1 ]
Shen, R. [1 ]
Gutekunst, K. [1 ]
Fu, S. [2 ]
Tsimberidou, A. M. [2 ]
Lu, C. [4 ]
Eng, C. [5 ]
Moulder, S. L. [6 ]
Kopetz, E. S. [5 ]
Amaria, R. N. [7 ]
Meric-Bernstam, F. [2 ]
Laird, P. W. [3 ]
Fan, J. -B. [1 ]
Janku, F. [2 ]
机构
[1] Illumina Inc, 5200 Illumina Way, San Diego, CA 92122 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Invest Canc Therapeut, Phase Clin Trials Program 1, 1515 Holcombe Blvd, Houston, TX 77030 USA
[3] Van Andel Res Inst, Grand Rapids, MI USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Thorac Head & Neck Med Oncol, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Gastrointestinal Med Oncol, Houston, TX 77030 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Breast Med Oncol, Houston, TX 77030 USA
[7] Univ Texas MD Anderson Canc Ctr, Dept Melanoma Med Oncol, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
cell-free DNA; methylation; liquid biopsy; next-generation secuencing; cancer; plasma; CIRCULATING TUMOR DNA; SURVIVAL; GENOME; ABERRATIONS; MARKERS; ASSAY;
D O I
10.1093/annonc/mdy119
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Targeted methylation sequencing of plasma cell-free DNA (cfDNA) has a potential to expand liquid biopsies to patients with tumors without detectable oncogenic alterations, which can be potentially useful in early diagnosis. Patients and methods We developed a comprehensive methylation sequencing assay targeting 9223 CpG sites consistently hypermethylated according to The Cancer Genome Atlas. Next, we carried out a clinical validation of our method using plasma cfDNA samples from 78 patients with advanced colorectal cancer, non-small-cell lung cancer (NSCLC), breast cancer or melanoma and compared results with patients outcomes. Results Median methylation scores in plasma cfDNA samples from patients on therapy were lower than from patients off therapy (4.74 versus 85.29; P = 0.001). Of 68 plasma samples from patients off therapy, methylation scores detected the presence of cancer in 57 (83.8%), and methylation-based signatures accurately classified the underlying cancer type in 45 (78.9%) of these. Methylation scores were most accurate in detecting colorectal cancer (96.3%), followed by breast cancer (91.7%), melanoma (81.8%) and NSCLC (61.1%), and most accurate in classifying the underlying cancer type in colorectal cancer (88.5%), followed by NSCLC (81.8%), breast cancer (72.7%) and melanoma (55.6%). Low methylation scores versus high were associated with longer survival (10.4 versus 4.4 months, P < 0.001) and longer time-to-treatment failure (2.8 versus 1.6 months, P = 0.016). Conclusions Comprehensive targeted methylation sequencing of 9223 CpG sites in plasma cfDNA from patients with common advanced cancers detects the presence of cancer and underlying cancer type with high accuracy. Methylation scores in plasma cfDNA correspond with treatment outcomes.
引用
收藏
页码:1445 / 1453
页数:9
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