Evidence mapPaperPMID 39093546Full record

SynthesisMolecular diagnosis & therapy2024

Clinical Validity and Utility of Circulating Tumor DNA (ctDNA) Testing in Advanced Non-small Cell Lung Cancer (aNSCLC): A Systematic Literature Review and Meta-analysis.

Cheng Chen, Michael P Douglas, Meera V Ragavan, Kathryn A Phillips, Jeroen P Jansen

Registry-linked trialAbstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in Molecular diagnosis & therapy, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07314528 (A Phase II Multi-institutional Randomized Trial Evaluating the Impact of GLP-1 Receptor Agonists in Combination With Total Neoadjuvant Therapy for Locally Advanced Rectal Cancer), which is not on this map. Cited by 17 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed, 3 pooled it
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

NCT07314528 phase2not yet recruitingstarted 2026, after this paper: background citation

A Phase II Multi-institutional Randomized Trial Evaluating the Impact of GLP-1 Receptor Agonists in Combination With Total Neoadjuvant Therapy for Locally Advanced Rectal Cancer

Ran2026Enrolled42Registered outcomes23Posted comparisons0ConditionsGLP-1, Locally Advanced Rectal Cancer (LARC), Obesity &Amp; Overweight, Rectal Cancer PatientsArmsGLP-1 receptor agonist, Total neoadjuvant therapy (TNT)
Open the trial in the graph
3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  3. Pooled it
  4. Review
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  6. Review
  7. Article
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  9. Article
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  14. [Advances in Diagnosis and Targeted Therapy of KRASG12C Mutant 
Non-small Cell Lung Cancer].Zhongguo fei ai za zhi = Chinese journal of lung cancer · 2025
    Review
  15. Review
  16. Liquid biopsy in lung cancer.Breathe (Sheffield, England) · 2025
    Review
  17. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Cheng ChenDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA.ORCID 0000-0001-5240-8284
Michael P DouglasDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA.
Meera V RagavanDivision of Hematology and Oncology, UCSF Department of Medicine, San Francisco, CA, USA.
Kathryn A PhillipsDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA.
Jeroen P JansenDepartment of Clinical Pharmacy, UCSF Center for Translational and Policy Research on Precision Medicine (TRANSPERS), San Francisco, CA, USA. jeroen.jansen@ucsf.edu.

Funding

BUILDING THE EVIDENCE BASE FOR APPROPRIATE AND EFFICIENT IMPLEMENTATION OF EMERGING GENOMIC TESTS FOR DISEASE MANAGEMENT AND SCREENINGR01HG011792 · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · 2025 to 2025
$852k
NCI NIH HHS R01 CA221870NHGRI NIH HHS R01 HG011792NHGRI NIH HHS U01 HG009599
6 · The paper itself

Abstract

purposeCirculating tumor DNA (ctDNA) testing has become a promising tool to guide first-line (1L) targeted treatment for advanced non-small cell lung cancer (aNSCLC). This study aims to estimate the clinical validity (CV) and clinical utility (CU) of ctDNA-based next-generation sequencing (NGS) for oncogenic driver mutations to inform 1L treatment decisions in aNSCLC through a systematic literature review and meta-analysis.

methodsA systematic literature search was conducted in PubMed/MEDLINE and Embase to identify randomized control trials or observational studies reporting CV/CU on ctDNA testing in patients with aNSCLC. Meta-analyses were performed using bivariate random-effects models to estimate pooled sensitivity and specificity. Progression-free/overall survival (PFS/OS) was summarized for CU studies.

resultsA total of 20 studies were identified: 17 CV only, 2 CU only, and 1 both, and 13 studies were included for the meta-analysis on multi-gene detection. The overall sensitivity and specificity for ctDNA detection of any mutation were 0.69 (95% CI 0.63-0.74) and 0.99 (95% CI 0.97-1.00), respectively. However, sensitivity varied greatly by driver gene, ranging from 0.29 (95% CI 0.13-0.53) for ROS1 to 0.77 (95% CI 0.63-0.86) for KRAS. Two studies that compared PFS with ctDNA versus tissue-based testing followed by 1L targeted therapy found no significant differences. One study reported OS curves on ctDNA-matched and tissue-matched therapies but no hazard ratios were provided.

conclusionsctDNA testing demonstrated an overall acceptable diagnostic accuracy in patients with aNSCLC, however, sensitivity varied greatly by driver mutation. Further research is needed, especially for uncommon driver mutations, to better understand the CU of ctDNA testing in guiding targeted treatments for aNSCLC.

Indexed as

Biomarkers, TumorCarcinoma, Non-Small-Cell LungCirculating Tumor DNALung NeoplasmsHigh-Throughput Nucleotide SequencingHumansMutationSensitivity and SpecificityBiomarkers, TumorCirculating Tumor DNA

Identifiers

PMID39093546
PMCPMC11349784

What Socratic holds

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LicenceCC BY-NC
Read underepoch 390

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 Socratic graph.