SynthesisBMC medicine2023
Accuracy of minimal residual disease detection by circulating tumor DNA profiling in lung cancer: a meta-analysis.
Synthesis in BMC medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
26 citing papers in PubMed, 3 syntheses or guidelines pooled it, 35 citations in OpenAlex.
- The Predictive Role of ctDNA and CTCs in Patients with Advanced Non-Small Cell Lung Cancer Receiving Immunotherapy: A Systematic Review and Meta-Analysis.International journal of molecular sciences · 2026Pooled it
- Predictive Effectiveness of Circulating Tumor DNA in Recurrent Early-Stage Non-Small Cell Lung Cancer: An Updated Meta-Analysis.JCO precision oncology · 2025Pooled it
- Predictive role of circulating tumor DNA based molecular residual disease for long-term outcomes in non-small cell lung cancer patients: a meta-analysis.World journal of surgical oncology · 2025Pooled it
- Circulating tumor DNA clearance as a trial-level early efficacy signal in solid tumors: a systematic review and meta-analysis of randomized trials.Translational cancer research · 2026Article
- Development and validation of a 5mC-based prognostic model for lung adenocarcinoma survival.Cell reports. Medicine · 2026Article
- The Impact of Minimal Residual Disease (MRD) Testing on the Decision-Making Process in Non-Small-Cell Lung Cancer (NSCLC).Cancers · 2026Article
- Molecular switch-mediated detection ofBioengineering & translational medicine · 2026Article
- Adaptive therapy for perioperative non-small cell lung cancer: strategies guided by dynamic minimal residual disease adjustment.Translational oncology · 2026Review
- Individualized management strategies for advanced non-small cell lung cancer withOncology letters · 2026Article
- Circulating tumor DNA in neoadjuvant therapy for solid tumors.Frontiers in oncology · 2026Review
- Prognostic value of preoperative inflammatory markers in resectable non-small cell lung cancer: a multi-center retrospective study based on logistic regression and machine learning techniques.Frontiers in medicine · 2026Article
- Circulating-tumour DNA (ctDNA) in NSCLC: mechanisms, evidence and the future of MRD detection.BMJ oncology · 2026Review
- Perioperative EGFR-Targeted Therapy in Resectable EGFR-Mutated NSCLC: A Narrative Review from Drug Design to Pain-Informed MRD-Guided Care.Drug design, development and therapy · 2026Review
- From residual risk to precision intervention: the evolving role of minimal residual disease in breast cancer management.Cancer biology & medicine · 2025Review
- Article
- Emerging Techniques of Translational Research in Immuno-Oncology: A Focus on Non-Small Cell Lung Cancer.Cancers · 2025Review
- A comprehensive overview of minimal residual disease in the management of early-stage and locally advanced non-small cell lung cancer.NPJ precision oncology · 2025Article
- Clinical Utility of ctDNA Analysis in Lung Cancer-A Review.Advances in respiratory medicine · 2025Review
- Revolution of Circulating Tumor DNA: From Bench Innovations to Bedside Implementations.Current issues in molecular biology · 2025Review
- Liquid biopsies for early detection and monitoring of cancer: advances, challenges, and future directions.Annals of medicine and surgery (2012) · 2025Review
Corrections and comments
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Authors and funding
13 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe sensitivity and specificity of minimal residual disease detected by circulating tumor DNA profiling (ctDNA MRD) in lung cancer, with particular attention to the distinction between landmark strategy and surveillance strategy, for predicting relapse in lung cancer patients after definitive therapy has yet to be determined.
methodsThe prognostic value of ctDNA MRD by landmark strategy and surveillance strategy was evaluated in a large cohort of patients with lung cancer who received definitive therapy using a systemic literature review and meta-analysis. Recurrence status stratified by ctDNA MRD result (positive or negative) was extracted as the clinical endpoint. We calculated the area under the summary receiver operating characteristic curves, and pooled sensitivities and specificities. Subgroup analyses were conducted based on histological type and stage of lung cancer, types of definitive therapy, and ctDNA MRD detection methods (detection technology and strategy such as tumor-informed or tumor-agnostic).
resultsThis systematic review and meta-analysis of 16 unique studies includes 1251 patients with lung cancer treated with definitive therapy. The specificity of ctDNA MRD in predicting recurrence is high (0.86-0.95) with moderate sensitivity (0.41-0.76), whether shortly after treatment or during the surveillance. The landmark strategy appears to be more specific but less sensitive than the surveillance strategy.
conclusionsOur study suggests that ctDNA MRD is a relatively promising biomarker for relapse prediction among lung cancer patients after definitive therapy, with a high specificity but suboptimal sensitivity, whether in landmark strategy or surveillance strategy. Although surveillance ctDNA MRD analysis decreases specificity compared with the landmark strategy, the decrease is minimal compared to the increase in sensitivity for relapse prediction of lung cancer.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.