Evidence map›Paper›PMID 40233104›Full record

ArticlePLoS medicine2025

Recurrence prediction using circulating tumor DNA in patients with early-stage non-small cell lung cancer after treatment with curative intent: A retrospective validation study.

Milou M F Schuurbiers, Christopher G Smith, Koen J Hartemink, Robert C Rintoul, Davina Gale, Kim Monkhorst, Bas L R Mandos, Anna L Paterson, Daan van den Broek, Nitzan Rosenfeld and 2 more

2 registry-linked trialsAbstract readValidation Study
In one paragraph

Article in PLoS medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
–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.

NCT02894853 unknown statusnot on this map

Lung Cancer Early Molecular Assessment Trial

TypeobservationalSponsorThe Netherlands Cancer InstituteRan2016 to 2019Enrolled1,297ConditionsCarcinoma, Non-Small-Cell LungArmsLiquid (blood) biopsies and tumor biopsy (optional)
NCT04153526 unknown statusnot on this map

LUCID - LUng Cancer CIrculating Tumour Dna Study

TypeobservationalSponsorCCTU- Cancer ThemeRan2015 to 2020Enrolled100ConditionsNon Small Cell Lung CancerArmsBlood sampling, Surplus Tumour Tissue sample collection from surgery, Collection or archival tumour tissue (If available)
3 · Its place in the literature

Who cites it

13 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Review
  9. Review
  10. Article
  11. Review
  12. Article
  13. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Milou M F SchuurbiersDepartment of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0002-0843-8897
Christopher G SmithNeoGenomics, Inc., Fort Myers, Florida, United States of America.ORCID https://orcid.org/0000-0001-7357-2737
Koen J HarteminkDepartment of Surgery, The Netherlands Cancer Institute, Amsterdam, Netherlands.ORCID https://orcid.org/0000-0003-4282-1096
Robert C RintoulDepartment of Oncology, University of Cambridge, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0003-3875-3780
Davina GaleCancer Research UK Cambridge Centre, Cambridge, United Kingdom.
Kim MonkhorstDepartment of Pathology, The Netherlands Cancer Institute, Amsterdam, Netherlands.ORCID https://orcid.org/0000-0002-8690-3811
Bas L R MandosDepartment of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, Netherlands.ORCID https://orcid.org/0009-0003-1733-3899
Anna L PatersonDepartment of Histopathology, Cambridge University Hospitals, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0002-1494-0875
Daan van den BroekDepartment of Laboratory Medicine, The Netherlands Cancer Institute, Amsterdam, Netherlands.
Nitzan RosenfeldCancer Research UK Cambridge Centre, Cambridge, United Kingdom.
Michel M van den HeuvelDepartment of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, Netherlands.ORCID https://orcid.org/0000-0002-6372-2153
LEMA Study Group and the LUCID Study Group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite treatment with curative intent, many patients with localized non-small cell lung cancer (NSCLC) develop recurrence. The current challenge is to identify high-risk patients to guide adjuvant treatment. Identification of residual disease by detection of circulating tumor DNA (ctDNA) may allow more accurate clinical decision-making, but its reliability in NSCLC is not established. We aimed to build on previous data to validate a tissue-informed personalized ctDNA assay, to predict recurrence in patients with early-stage disease. METHODS AND

findingsTumor tissue and plasma was collected from patients with stage 0-III NSCLC enrolled to LEMA (Lung cancer Early Molecular Assessment trial, NCT02894853). Serial plasma was collected before and after definitive treatment, with the latter including key timeframes of interest (1-3 days post-treatment, between 14 and 122 days after treatment end, and ≥14 days after treatment end). Somatic mutations identified by tumor exome sequencing were used to design patient-specific assays, to analyze ctDNA. Results were compared and combined with an independent dataset (LUCID; LUng Cancer CIrculating Tumour Dna study, NCT04153526). In LEMA, 130 patients (57% male; median age 66 years (range 44-82); 69% adenocarcinoma, 22% squamous cell carcinoma (SCC); 3%/49%/19%/29% with stage 0/I/II/III) were treated with curative intent. Tumor tissue originated from surgical resection or diagnostic biopsy in 118 and 12 patients respectively. LUCID included 88 patients (51% male; median age 72 years (range 44-88); 63% adenocarcinoma, 31% SCC; 49%/28%/23% with stage I/II/III). Before treatment, ctDNA was detected in 48% LEMA and 51% LUCID patients. Sensitivity, specificity, positive and negative predictive value of ctDNA detection post-treatment (≥1 positive sample ≥14 days after treatment end) to predict recurrence were 61%, 97%, 92% and 84% for LEMA and 64%, 96%, 90% and 83% for LUCID. In the combined cohort, ctDNA detection after treatment was associated with shorter recurrence-free survival (hazard ratio (HR) 11.4 (95% confidence interval (CI) [7.0,18.7]; p < 0.001)) and overall survival (HR 8.1 (95% CI [4.6,14.2]; p < 0.001)), accounting for guarantee-time bias. Of note, a key limitation of this work was the irregular sample collection schedules, during routine follow-up visits, of both studies.

conclusionsctDNA detection predicted recurrence in independent retrospective cohorts with notable reproducibility, including near-identical detection rates and predictive values, confirming its ability to differentiate patients at high- versus low risk of recurrence. Our results support the potential of tissue-informed ctDNA analysis as a decision-support tool for adjuvant therapy in NSCLC.

Indexed as

Biomarkers, TumorCarcinoma, Non-Small-Cell LungCirculating Tumor DNALung NeoplasmsNeoplasm Recurrence, LocalAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedNeoplasm StagingPredictive Value of TestsReproducibility of ResultsRetrospective StudiesBiomarkers, TumorCirculating Tumor DNA

Identifiers

PMID40233104
PMCPMC12021277

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.