Evidence map›Paper›PMID 37322121›Full record

ReviewNature medicine2023

The NCI-MATCH trial: lessons for precision oncology.

Peter J O'Dwyer, Robert J Gray, Keith T Flaherty, Alice P Chen, Shuli Li, Victoria Wang, Lisa M McShane, David R Patton, James V Tricoli, P Mickey Williams and 16 more

Registry-linked trialOpen access · greenAbstract readReview
In one paragraph

Review in Nature medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02465060 (Molecular Analysis for Therapy Choice), which is not on this map. Cited by 103 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
103citing papers in PubMed, 2 pooled it
40.2field-weighted citation impact, top 1% of its field
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.

NCT02465060 phase2active not recruitingnot on this map

Molecular Analysis for Therapy Choice (MATCH)

TypeinterventionalSponsorNational Cancer Institute (NCI)Ran2015 to 2026Enrolled6,452ConditionsAdvanced Lymphoma, Advanced Malignant Solid Neoplasm, Bladder Carcinoma, Breast CarcinomaArmsAdavosertib, Afatinib, Afatinib Dimaleate, Binimetinib, Biopsy Procedure
3 · Its place in the literature

Who cites it

103 citing papers in PubMed, 2 syntheses or guidelines pooled it, 164 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Article
  4. The Next Frontier in Quantitative Co-Clinical Imaging to Advance Functional Precision Oncology.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  5. Network-Integrated Platform for Clinical Trial Navigation from the New South Wales Early Phase Clinical Trials Alliance.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  6. Review
  7. Article
  8. Article
  9. AI-based augmentation of oncology clinical trials.Nature reviews. Clinical oncology · 2026
    Review
  10. Article
  11. Article
  12. Article
  13. Article
  14. Observational
  15. Article
  16. Article
  17. Article
  18. Review
  19. Review
  20. Article

43 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

26 authors at 11 institutions in 1 country.

Peter J O'Dwyer *University of Pennsylvania, Philadelphia, PA, USA. peter.odwyer@pennmedicine.upenn.edu.ORCID 0000-0002-9302-4073
Robert J Gray *Dana-Farber Cancer Institute - ECOG-ACRIN Biostatistics Center, Boston, MA, USA.
Keith T Flaherty *Massachusetts General Hospital Cancer Center, Boston, MA, USA.ORCID 0000-0002-3402-0478
Alice P Chen *Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.ORCID 0000-0002-1426-853X
Shuli LiDana-Farber Cancer Institute - ECOG-ACRIN Biostatistics Center, Boston, MA, USA.
Victoria WangDana-Farber Cancer Institute - ECOG-ACRIN Biostatistics Center, Boston, MA, USA.
Lisa M McShaneBiometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.ORCID 0000-0001-8195-3206
David R PattonCenter for Biomedical Informatics & Information Technology, National Cancer Institute, Bethesda, MD, USA.
James V TricoliDivision of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.
P Mickey WilliamsFrederick National Laboratory for Cancer Research, Frederick, MD, USA.ORCID 0000-0002-3309-5988
A John IafrateMassachusetts General Hospital Cancer Center, Boston, MA, USA.
Jeffrey SklarYale University, New Haven, CT, USA.
Edith P MitchellThomas Jefferson University Hospital, Philadelphia, PA, USA.
Naoko TakebeDivision of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.
David J SimsFrederick National Laboratory for Cancer Research, Frederick, MD, USA.
Brent CoffeyCenter for Biomedical Informatics & Information Technology, National Cancer Institute, Bethesda, MD, USA.
Tony FuFrederick National Laboratory for Cancer Research, Frederick, MD, USA.
Mark RoutbortUniversity of Texas MD Anderson Cancer Center, Houston, TX, USA.
Larry V RubinsteinBiometric Research Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.ORCID 0000-0002-9720-9737
Richard F LittleDivision of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.ORCID 0000-0002-4091-1699
Carlos L ArteagaUT Southwestern Simmons Comprehensive Cancer Center, Dallas, TX, USA.ORCID 0000-0003-0870-9586
Donna MarinucciECOG-ACRIN Cancer Research Group, Philadelphia, PA, USA.
Stanley R Hamilton *City of Hope National Medical Center, Duarte, CA, USA.
Barbara A Conley *Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.
Lyndsay N Harris *Cancer Diagnosis Program, Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.ORCID 0000-0002-9774-6719
James H Doroshow *Division of Cancer Treatment and Diagnosis, National Cancer Institute, Bethesda, MD, USA.
National Cancer Institute · USDana-Farber Cancer Institute · USFrederick National Laboratory for Cancer Research · USMassachusetts General Hospital · USCity Of Hope National Medical Center · USECOG-ACRIN Cancer Research Group · USSouthwestern Medical Center · USThe University of Texas MD Anderson Cancer Center · USThomas Jefferson University Hospital · USUniversity of Pennsylvania · USYale University · US

Funding

Project-006U10CA180820 · NCI · ECOG-ACRIN MEDICAL RESEARCH FOUNDATION · PI Peter J ODwyer · 2014 to 2026
$167.6M
Statistics CoreU10CA180794 · NCI · DANA-FARBER CANCER INST · PI PAUL J CATALANO, CONSTANTINE A. GATSONIS · 2014 to 2026
$111.2M
Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
UT MD Anderson Cancer Center Network Lead Academic Participating Site (LAP) UG1UG1CA233329 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI KELLY K HUNT, CHELSEA Camille PINNIX · 2019 to 2026
$11.1M
Phase 01 Clinical TrialsZIABC011078 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI DOROSHOW, JAMES · 2009 to 2025
$9.0M
NCTN Lead Academic Participating Site at Dana-Farber/Partners Cancer CareUG1CA233180 · NCI · DANA-FARBER CANCER INST · PI Harold John Burstein · 2019 to 2026
$8.6M
UT Southwestern NCI National Clinical Trials Network (NCTN) LAPS - Supplemental Funds YR4UG1CA233302 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI David Eric Gerber · 2019 to 2026
$6.4M
Yale Cancer Center NCTN LAPSUG1CA233337 · NCI · YALE UNIVERSITY · PI ANNE C CHIANG · 2019 to 2026
$6.0M
Sidney Kimmel Cancer Center LAPS Institutional CollaborationUG1CA233341 · NCI · THOMAS JEFFERSON UNIVERSITY · PI Steven Cohen, Mitchell Edelson · 2019 to 2026
$3.5M
NCATS NIH HHS UL1 TR001863NCI NIH HHS U10 CA180794NCI NIH HHS U10 CA180820NCI NIH HHS UG1 CA233180NCI NIH HHS UG1 CA233302NCI NIH HHS UG1 CA233329NCI NIH HHS UG1 CA233337NCI NIH HHS UG1 CA233341
6 · The paper itself

Abstract

The NCI-MATCH (Molecular Analysis for Therapy Choice) trial ( NCT02465060 ) was launched in 2015 as a genomically driven, signal-seeking precision medicine platform trial-largely for patients with treatment-refractory, malignant solid tumors. Having completed in 2023, it remains one of the largest tumor-agnostic, precision oncology trials undertaken to date. Nearly 6,000 patients underwent screening and molecular testing, with a total of 1,593 patients (inclusive of continued accrual from standard next-generation sequencing) being assigned to one of 38 substudies. Each substudy was a phase 2 trial of a therapy matched to a genomic alteration, with a primary endpoint of objective tumor response by RECIST criteria. In this Perspective, we summarize the outcomes of the initial 27 substudies in NCI-MATCH, which met its signal-seeking objective with 7/27 positive substudies (25.9%). We discuss key aspects of the design and operational conduct of the trial, highlighting important lessons for future precision medicine studies.

Indexed as

NeoplasmsAdaptive Clinical Trials as TopicGenomicsHigh-Throughput Nucleotide SequencingHumansMedical OncologyPrecision Medicine

Identifiers

PMID37322121
PMCPMC10612141
OpenAlexW4380786209

What OpenQuestion holds

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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.