SynthesisBMC medicine2022
Potential clinical utility of liquid biopsy in early-stage non-small cell lung cancer.
Synthesis in BMC medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 53 papers, 4 of them syntheses that pooled it.
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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
53 citing papers in PubMed, 4 syntheses or guidelines pooled it, 62 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
- Efficacy of liquid biopsy for genetic mutations determination in non-small cell lung cancer: a systematic review on literatures.BMC cancer · 2025Pooled it
- Extracellular Vesicle Protein Panel Enables Early Lung Cancer Detection in a Large Clinical Cohort.Journal of extracellular vesicles · 2025Trial
- Plasma EGFR mutation ctDNA dynamics in patients with advanced EGFR-mutated NSCLC treated with Icotinib: phase 2 multicenter trial result.Scientific reports · 2024Trial
- Pulmonary nodules: classification, biomarkers, signaling pathways, diseases, early diagnosis and management.Signal transduction and targeted therapy · 2026Review
- Consolidated Evidence and New Frontiers of Liquid Biopsy in Lung Cancer: A Narrative Review.Cells · 2026Review
- [Advances on Postoperative Recurrence Risk Prediction in Non-small Cell Lung Cancer].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2026Review
- Clinical application of liquid biopsy in the diagnosis and treatment of lung cancer: taking ctDNA for example-a narrative review.Journal of thoracic disease · 2026Review
- Revolutionizing lung cancer screening: the rise of artificial intelligence integrating circulating tumor markers.World journal of surgical oncology · 2026Review
- A noninvasive urinary microRNA-based assay for early detection of lung cancer and its potential application to prognosis and recurrence monitoring: a case-control study.NPJ precision oncology · 2026Article
- New opportunities and challenges for nonshedder tumors.Fundamental research · 2026Review
- Automated Enrichment of DNA Biomarkers from Large-Volume Samples: Detection ofAnalytical chemistry · 2026Article
- National Screening, National Responsibility: Turning Promise Into Progress for Lung Cancer Care.The Medical journal of Australia · 2026Article
- A CT-based deep learning approach to differentiate multiple primary lung cancers, metastases, and benign nodules.BMC cancer · 2026Article
- Early detection of multiple cancers: the era of methylation-based liquid biopsy.Frontiers in oncology · 2026Review
- Circulating tumor DNA in lung cancer immunotherapy: prognostic marker today, predictive tool tomorrow?Frontiers in immunology · 2026Review
- Precise diagnosis of small invasive pulmonary nodules driven by single-cell immune signatures in peripheral blood.Nature communications · 2025Article
- Article
Corrections and comments
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Authors and funding
12 authors at 1 institution in 1 country.
Funding
Abstract
backgroundLiquid biopsy has been widely researched for early diagnosis, prognostication and disease monitoring in lung cancer, but there is a need to investigate its clinical utility for early-stage non-small cell lung cancer (NSCLC).
methodsWe performed a meta-analysis and systematic review to evaluate diagnostic and prognostic values of liquid biopsy for early-stage NSCLC, regarding the common biomarkers, circulating tumor cells, circulating tumor DNA (ctDNA), methylation signatures, and microRNAs. Cochrane Library, PubMed, EMBASE databases, ClinicalTrials.gov, and reference lists were searched for eligible studies since inception to 17 May 2022. Sensitivity, specificity and area under the curve (AUC) were assessed for diagnostic values. Hazard ratio (HR) with a 95% confidence interval (CI) was extracted from the recurrence-free survival (RFS) and overall survival (OS) plots for prognostic analysis. Also, potential predictive values and treatment response evaluation were further investigated.
resultsIn this meta-analysis, there were 34 studies eligible for diagnostic assessment and 21 for prognostic analysis. The estimated diagnostic values of biomarkers for early-stage NSCLC with AUCs ranged from 0.84 to 0.87. The factors TNM stage I, T1 stage, N0 stage, adenocarcinoma, young age, and nonsmoking contributed to a lower tumor burden, with a median cell-free DNA concentration of 8.64 ng/ml. For prognostic analysis, the presence of molecular residual disease (MRD) detection was a strong predictor of disease relapse (RFS, HR, 4.95; 95% CI, 3.06-8.02; p < 0.001) and inferior OS (HR, 3.93; 95% CI, 1.97-7.83; p < 0.001), with average lead time of 179 ± 74 days between molecular recurrence and radiographic progression. Predictive values analysis showed adjuvant therapy significantly benefited the RFS of MRD + patients (HR, 0.27; p < 0.001), while an opposite tendency was detected for MRD - patients (HR, 1.51; p = 0.19). For treatment response evaluation, a strong correlation between pathological response and ctDNA clearance was detected, and both were associated with longer survival after neoadjuvant therapy.
conclusionsIn conclusion, our study indicated liquid biopsy could reliably facilitate more precision and effective management of early-stage NSCLC. Improvement of liquid biopsy techniques and detection approaches and platforms is still needed, and higher-quality trials are required to provide more rigorous evidence prior to their routine clinical application.
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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.