Journal
JOURNAL OF THORACIC ONCOLOGY
Volume 16, Issue 4, Pages 601-609Publisher
ELSEVIER SCIENCE INC
DOI: 10.1016/j.jtho.2020.12.011
Keywords
Lung cancer; ctDNA; Liquid biopsy; Genotype; PET; CT; Tumor volume; Cancer detection
Categories
Funding
- Lung SPORE [P50CA07907]
- National Institutes of Health [CCSG CA016672]
- Gil and Dody Weaver Foundation
- GEMINI team
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The study found a moderate but significant correlation between ctDNA variant allele frequency and imaging measures of tumor burden, with varying strengths based on tumor genotypes. Factors such as TP53 and EGFR mutations, visceral metastasis, and tumor burden were independent predictors of increased ctDNA shedding, suggesting that ctDNA levels are affected by both tumor burden and genotype.
Introduction: Plasma-based circulating tumor DNA (ctDNA) is an established biomarker for molecular profiling with emerging applications in disease monitoring in multiple tumor types, including, NSCLC. However, determinants of ctDNA shedding and correlation with tumor burden are incompletely understood, particularly in advanced-stage disease. Methods: We retrospectively analyzed ctDNA-based and tissue-based genomic data and imaging from 144 patients with NSCLC. Tumor burden was quantified with computed tomography (CT) and brain magnetic resonance imaging for the overall cohort and 18F-fludeoxyglucose positron emission tomography-CT in a subset of patients. Results: There was a moderate but statistically significant correlation between ctDNA variant allele frequency and multiple imaging measures of tumor burden such as CT volume (rho = 0.34, p < 0.0001) and metabolic tumor volume (rho = 0.36, p = 0.003). This correlation was strongest in KRAS-mutant tumors (rho = 0.56, p < 0.001), followed by TP53 mutants (rho = 0.43, p < 0.0001), and weakest in EGFR-mutated (EGFR+) tumors (rho = 0.24, p = 0.077). EGFR+ tumors with EGFR copy number gain had significantly higher variant allele frequency than EGFR+ without copy number gain (p < 0.00001). In multivariable analysis, TP53 and EGFR mutations, visceral metastasis, and tumor burden were independent predictors of increased ctDNA shedding. Conclusions: Levels of detectable ctDNA were affected not only by tumor burden but also by tumor genotype. The genotype-specific differences observed may be due to variations in DNA shedding and cellular turnover. These findings have implications for the emerging use of ctDNA in NSCLC disease monitoring and early detection. (c) 2021 International Association for the Study of Lung Cancer. Published by Elsevier Inc. All rights reserved.
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