Evidence map›Paper›PMID 38526394›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2024

Measurement of ctDNA Tumor Fraction Identifies Informative Negative Liquid Biopsy Results and Informs Value of Tissue Confirmation.

Christian D Rolfo, Russell W Madison, Lincoln W Pasquina, Derek W Brown, Yanmei Huang, Jason D Hughes, Ryon P Graf, Geoffrey R Oxnard, Hatim Husain

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers.

0numbers the graph read from it
0cells of the map it votes in
68citing 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

68 citing papers in PubMed.

  1. Trial
  2. The Impact of Concordance between Liquid and Tissue Biopsy for Actionable Mutations: Insights from the ROME Trial.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Trial
  3. Trial
  4. Trial
  5. Liquid and Tissue Biopsies for Identifying MET Exon 14 Skipping NSCLC: Analyses from the Phase II VISION Study of Tepotinib.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Trial
  6. Circulating Tumor DNA Assessment for Treatment Monitoring Adds Value to PSA in Metastatic Castration-Resistant Prostate Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Trial
  7. Article
  8. Role of ctDNA Tumor Fraction in Selecting Immunotherapy-Based Regimens in Advanced Non-Small Cell Lung Cancer.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  9. Liquid biopsy in solid tumours: expert opinion paper of the European society of pathology.Virchows Archiv : an international journal of pathology · 2026
    Review
  10. The Pan-Tumor Landscape of Gene Amplifications and Copy Number Amplification Ratio for Established and Emerging Clinical Targets.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  11. Review
  12. Article
  13. Article
  14. Review
  15. Article
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  20. Article

8 more citing papers are in PubMed but not listed here.

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

9 authors.

Christian D RolfoCenter of Thoracic Oncology at The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, New York.ORCID 0000-0002-7860-8417
Russell W MadisonFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0000-0002-7838-2526
Lincoln W PasquinaFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0009-0009-5461-9777
Derek W BrownFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0000-0001-8393-1713
Yanmei HuangFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0000-0003-0450-9173
Jason D HughesFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0000-0002-8965-5382
Ryon P GrafFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0000-0002-8065-4148
Geoffrey R OxnardFoundation Medicine, Inc., Cambridge, Massachusetts.ORCID 0000-0003-1054-8240
Hatim HusainDepartment of Medicine, UC San Diego Moores Cancer Center, La Jolla, California.ORCID 0000-0003-4228-0963

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeLiquid biopsy (LBx) for tumor profiling is increasingly used, but concerns remain regarding negative results. A lack of results may truly reflect tumor genomics, or it may be a false negative that would be clarified by tissue testing. A method of distinguishing between these scenarios could help clarify when follow-on tissue testing is valuable. EXPERIMENTAL

designHere we evaluate circulating tumor DNA (ctDNA) tumor fraction (TF), a quantification of ctDNA in LBx samples, for utility in identifying true negative results. We assessed concordance between LBx and tissue-based results, stratified by ctDNA TF, in a real-world genomic dataset of paired samples across multiple disease types. We also evaluated the frequency of tissue results identifying driver alterations in patients with lung cancer after negative LBx in a real-world clinicogenomic database.

resultsThe positive percent agreement and negative predictive value between liquid and tissue samples for driver alterations increased from 63% and 66% for all samples to 98% and 97% in samples with ctDNA TF ≥1%. Among 505 patients with lung cancer with no targetable driver alterations found by LBx who had subsequent tissue-based profiling, 37% had a driver, all of which had ctDNA TF <1%.

conclusionsPatients with lung cancer with negative LBx and ctDNA TF ≥1% are unlikely to have a driver detected on confirmatory tissue testing; such informative negative results may benefit instead from prompt treatment initiation. Conversely, negative LBx with ctDNA TF <1% will commonly have a driver identified by follow-up tissue testing and should be prioritized for reflex testing.

Indexed as

Biomarkers, TumorCirculating Tumor DNAFemaleGenomicsHumansLiquid BiopsyLung NeoplasmsMutationNeoplasmsBiomarkers, TumorCirculating Tumor DNA

Identifiers

PMID38526394
PMCPMC11145175

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Registered trials

None linked

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.