Predictive effectiveness of circulating tumor DNA in recurrent early-stage non-small cell lung cancer: An updated meta-analysis.
Abstract
e15025 Background: Circulating tumor DNA (ctDNA)-based minimal residual disease (MRD) detection has been integrated into the perioperative management of early-stage non-small cell lung cancer (NSCLC) recently. However, its efficacy varies across different studies and application scenarios. Methods: We conducted a meta-analysis of 30 studies on ctDNA for postoperative recurrence detection in NSCLC, identified through systematic searches of Medline, Embase and the Cochrane Library. Outcomes included disease-free survival, ctDNA surveillance time, and prediction sensitivity/ specificity/ positive predictive value (PPV)/negative predictive value (NPV). Results: A total of 3,287 patients from 30 studies were included for meta-analysis, with most having stages Ⅰa to Ⅲ disease. Analysis of studies with postoperative landmark detection revealed an overall sensitivity of 0.45 (95% CI: 0.39-0.52), specificity of 0.95 (95% CI: 0.92-0.97), and SROC curve area under the curve (AUC) of 0.74 (95% CI: 0.70-0.78),while its diagnosis efficacy was significantly improved with multiple longitudinal monitoring. Among 21 studies with multiple surveillance instances, the overall sensitivity was 0.79 (95% CI: 0.72-0.86), specificity was 0.92 (95% CI: 0.86-0.96), and AUC was 0.91 (95% CI: 0.88-0.93). We also compared the performance based on different detection strategies. The tumor-informed strategy showed higher specificity (0.97 vs. 0.93) and AUC (0.81 vs. 0.65) compared to the tumor-agnostic strategy at landmark, while the latter had slightly higher sensitivity (0.47 vs. 0.40). However, in longitudinal observations, the tumor-agnostic strategy demonstrated higher sensitivity (0.84 vs. 0.74) and AUC (0.92 vs. 0.87) compared to the tumor-informed strategy, albeit with lower specificity (0.90 vs. 0.95). Conclusions: The timing and strategy of ctDNA-MRD detection significantly influence the predictive accuracy for NSCLC recurrence. Our findings suggest that longitudinal surveillance is more effective overall, with tumor-agnostic strategies offering higher sensitivity and tumor-informed strategies providing higher specificity.
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (12)
Nengke Lin
Department of Thoracic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, China
Zhiming Chen
State Key Laboratory of Deep Earth Processes and Resources, Guangzhou Institute of Geochemistry, Chinese Academy of Sciences
Zhizhi Wang
School of Life Science and Technology, ShanghaiTech University
Chuqiao Liang
Nanjing Geneseeq Technology Inc., Nanjing, China
Xiaoyu Hong
Nanjing Geneseeq Technology Inc., Nanjing, China
Yu Tong
Lingling Yang
Yuqi Wang
Shaobin Li
Siyang Feng
Madrid Institute for Advanced Studies IMDEA Nanoscience Ciudad Universitaria de Cantoblanco Madrid Spain
Kaican Cai
Department of Thoracic Surgery, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, China
Di Lu