Abstract | PURPOSE:
Circulating tumor DNA (ctDNA) enables personalized treatment strategies in oncology by providing a noninvasive source of clinical biomarkers. In patients with low ctDNA abundance, tumor-naïve methods are needed to facilitate clinical implementation. Here, using locoregionally confined head and neck squamous cell carcinoma ( HNSCC) as an example, we demonstrate tumor-naïve detection of ctDNA by simultaneous profiling of mutations and methylation. EXPERIMENTAL DESIGN: We conducted CAncer Personalized Profiling by deep Sequencing (CAPP-seq) and cell-free Methylated DNA ImmunoPrecipitation and high-throughput sequencing (cfMeDIP-seq) for detection of ctDNA-derived somatic mutations and aberrant methylation, respectively. We analyzed 77 plasma samples from 30 patients with stage I-IVA human papillomavirus-negative HNSCC as well as plasma samples from 20 risk-matched healthy controls. In addition, we analyzed leukocytes from patients and controls. RESULTS: CAPP-seq identified mutations in 20 of 30 patients at frequencies similar to that of The Tumor Genome Atlas (TCGA). Differential methylation analysis of cfMeDIP-seq profiles identified 941 ctDNA-derived hypermethylated regions enriched for CpG islands and HNSCC-specific methylation patterns. Both methods demonstrated an association between ctDNA abundance and shorter fragment lengths. In addition, mutation- and methylation-based ctDNA abundance was highly correlated (r > 0.85). Patients with detectable pretreatment ctDNA by both methods demonstrated significantly worse overall survival (HR = 7.5; P = 0.025) independent of clinical stage, with lack of ctDNA clearance post-treatment strongly correlating with recurrence. We further leveraged cfMeDIP-seq profiles to validate a prognostic signature identified from TCGA samples. CONCLUSIONS:
Tumor-naïve detection of ctDNA by multimodal profiling may facilitate biomarker discovery and clinical use in low ctDNA abundance applications.
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Authors | Justin M Burgener, Jinfeng Zou, Zhen Zhao, Yangqiao Zheng, Shu Yi Shen, Shao Hui Huang, Sareh Keshavarzi, Wei Xu, Fei-Fei Liu, Geoffrey Liu, John N Waldron, Ilan Weinreb, Anna Spreafico, Lillian L Siu, John R de Almeida, David P Goldstein, Michael M Hoffman, Daniel D De Carvalho, Scott V Bratman |
Journal | Clinical cancer research : an official journal of the American Association for Cancer Research
(Clin Cancer Res)
Vol. 27
Issue 15
Pg. 4230-4244
(08 01 2021)
ISSN: 1557-3265 [Electronic] United States |
PMID | 34158359
(Publication Type: Journal Article, Observational Study, Research Support, Non-U.S. Gov't)
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Copyright | ©2021 The Authors; Published by the American Association for Cancer Research. |
Chemical References |
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Topics |
- Circulating Tumor DNA
(blood, genetics)
- DNA Methylation
- Head and Neck Neoplasms
(blood, genetics)
- Humans
- Mutation
- Prospective Studies
- Squamous Cell Carcinoma of Head and Neck
(blood, genetics)
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