Evidence map›Paper›PMID 38528112›Full record

ArticleNature cancer2024

Tissue-specific thresholds of mutation burden associated with anti-PD-1/L1 therapy benefit and prognosis in microsatellite-stable cancers.

Maishara Muquith, Magdalena Espinoza, Andrew Elliott, Joanne Xiu, Andreas Seeber, Wafik El-Deiry, Emmanuel S Antonarakis, Stephanie L Graff, Michael J Hall, Hossein Borghaei and 10 more

Abstract read
PubMed Publisher
In one paragraph

Article in Nature cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
24citing papers in PubMed, 1 pooled it
7.1field-weighted citation impact, top 2% 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.

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

24 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.

  1. Pooled it
  2. Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Trial
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  11. Article
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  14. Facts and Hopes: Toward the Next Quantum Leap in Melanoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Review
  15. Article
  16. DDX54 downregulation enhances anti-PD1 therapy in immune-desert lung tumors with high tumor mutational burden.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  17. Article
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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

20 authors at 12 institutions in 2 countries.

Maishara MuquithDivision of Hematology and Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Magdalena EspinozaDivision of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Andrew ElliottCaris Life Sciences, Phoenix, AZ, USA.
Joanne XiuCaris Life Sciences, Phoenix, AZ, USA.
Andreas SeeberDepartment of Hematology and Oncology, Comprehensive Cancer Center Innsbruck, Medical University of Innsbruck, Innsbruck, Austria.
Wafik El-DeiryLaboratory of Translational Oncology and Experimental Cancer Therapeutics, Warren Alpert Medical School, Brown University, Providence, RI, USA.ORCID http://orcid.org/0000-0002-9577-8266
Emmanuel S AntonarakisDivision of Hematology, Oncology and Transplantation, Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA.
Stephanie L GraffLifespan Cancer Institute, Legorreta Cancer Center, Brown University, Providence, RI, USA.
Michael J HallDepartment of Clinical Genetics, Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA.
Hossein BorghaeiDepartment of Hematology-Oncology, Fox Chase Cancer Center, Temple University Health System, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0002-2577-4454
Dave S B HoonDepartment of Translational Molecular Medicine, Saint John's Cancer Institute, Providence Saint John's Health Center, Santa Monica, CA, USA.
Stephen V LiuDivision of Hematology and Oncology, Georgetown University, Washington, DC, USA.
Patrick C MaPenn State Cancer Institute, Hershey, PA, USA.
Rana R McKayMoores Cancer Center, University of California San Diego Health, La Jolla, CA, USA.ORCID http://orcid.org/0000-0002-0581-7963
Trisha Wise-DraperDivision of Hematology and Oncology, Department of Internal Medicine, University of Cincinnati, Cincinnati, OH, USA.
John MarshallRuesch Center for The Cure of Gastrointestinal Cancers, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA.
George W SledgeCaris Life Sciences, Phoenix, AZ, USA.
David SpetzlerCaris Life Sciences, Phoenix, AZ, USA.
Hao ZhuDivision of Hematology and Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA.ORCID http://orcid.org/0000-0002-8417-9698
David HsiehchenDivision of Hematology and Oncology, University of Texas Southwestern Medical Center, Dallas, TX, USA. gbtwnow@gmail.com.ORCID http://orcid.org/0000-0001-9139-302X
Caris Life Sciences (United States) · USThe University of Texas Southwestern Medical Center · USBrown University · USFox Chase Cancer Center · USGeorgetown University · USInnsbruck Medical University · ATPenn State Milton S. Hershey Medical Center · USSaint John's Health Center · USSouthwestern Medical Center · USUniversity of California San Diego · USUniversity of Cincinnati · USUniversity of Minnesota Medical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immune checkpoint inhibitors (ICIs) targeting programmed cell death protein 1 or its ligand (PD-1/L1) have expanded the treatment landscape against cancers but are effective in only a subset of patients. Tumor mutation burden (TMB) is postulated to be a generic determinant of ICI-dependent tumor rejection. Here we describe the association between TMB and survival outcomes among microsatellite-stable cancers in a real-world clinicogenomic cohort consisting of 70,698 patients distributed across 27 histologies. TMB was associated with survival benefit or detriment depending on tissue and treatment context, with eight cancer types demonstrating a specific association between TMB and improved outcomes upon treatment with anti-PD-1/L1 therapies. Survival benefits were noted over a broad range of TMB cutoffs across cancer types, and a dose-dependent relationship between TMB and outcomes was observed in a subset of cancers. These results have implications for the use of cancer-agnostic and universal TMB cutoffs to guide the use of anti-PD-1/L1 therapies, and they underline the importance of tissue context in the development of ICI biomarkers.

Indexed as

B7-H1 AntigenBiomarkers, TumorImmune Checkpoint InhibitorsMutationNeoplasmsProgrammed Cell Death 1 ReceptorFemaleHumansMaleMicrosatellite InstabilityMicrosatellite RepeatsPrognosisB7-H1 AntigenBiomarkers, TumorCD274 protein, humanImmune Checkpoint InhibitorsPDCD1 protein, humanProgrammed Cell Death 1 Receptor

Identifiers

PMID38528112
OpenAlexW4393147316

What OpenQuestion holds

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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.