Discrimination of Germline EGFR T790M Mutations in Plasma Cell-Free DNA Allows Study of Prevalence Across 31,414 Cancer Patients

被引:70
作者
Hu, Yuebi [1 ]
Alden, Ryan S. [1 ]
Odegaard, Justin I. [2 ]
Fairclough, Stephen R. [2 ]
Chen, Ruthia [1 ]
Heng, Jennifer [1 ]
Feeney, Nora [3 ]
Nagy, Rebecca J. [2 ]
Shah, Jayshree [4 ]
Ulrich, Bryan [3 ]
Gutierrez, Martin [4 ]
Lanman, Richard B. [2 ]
Garber, Judy E. [5 ]
Paweletz, Cloud P. [3 ]
Oxnard, Geoffrey R. [1 ]
机构
[1] Dana Farber Canc Inst, Lowe Ctr Thorac Oncol, Boston, MA 02115 USA
[2] Guardant Hlth, Redwood City, CA USA
[3] Dana Farber Canc Inst, Belfer Ctr Appl Canc Sci, Boston, MA 02115 USA
[4] Hackensack Meridian Hlth, John Theurer Canc Ctr, Hackensack, NJ USA
[5] Dana Farber Canc Inst, Ctr Canc Genet & Prevent, Boston, MA 02115 USA
关键词
LUNG-CANCER; CLONAL HEMATOPOIESIS; RESISTANCE; ASSOCIATION; AZD9291; BREAST;
D O I
10.1158/1078-0432.CCR-17-1745
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Plasma cell-free DNA (cfDNA) analysis is increasingly used clinically for cancer genotyping, but may lead to incidental identification of germline-risk alleles. We studied EGFR T790M mutations in non-small cell lung cancer (NSCLC) toward the aim of discriminating germline and cancer-derived variants within cfDNA. Experimental Design: Patients with EGFR-mutant NSCLC, some with known germline EGFR T790M, underwent plasma genotyping. Separately, deidentified genomic data and buffy coat specimens from a clinical plasma next-generation sequencing (NGS) laboratory were reviewed and tested. Results: In patients with germline T790M mutations, the T790M allelic fraction (AF) in cfDNA approximates 50%, higher than that of EGFR driver mutations. Review of plasma NGS results reveals three groups of variants: a low-AF tumor group, a heterozygous group (similar to 50% AF), and a homozygous group (similar to 100% AF). As the EGFR driver mutation AF increases, the distribution of the heterozygous group changes, suggesting increased copy number variation from increased tumor content. Excluding cases with high copy number variation, mutations can be differentiated into somatic variants and incidentally identified germline variants. We then developed a bioinformatic algorithm to distinguish germline and somatic mutations; blinded validation in 21 cases confirmed a 100% positive predictive value for predicting germline T790M. Querying a database of 31,414 patients with plasma NGS, we identified 48 with germline T790M, 43 with nonsquamous NSCLC (P < 0.0001). Conclusions: With appropriate bioinformatics, plasma genotyping can accurately predict the presence of incidentally detected germline risk alleles. This finding in patients indicates a need for genetic counseling and confirmatory germline testing. (C) 2017 AACR.
引用
收藏
页码:7351 / 7359
页数:9
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