Evidence map›Paper›PMID 35101941›Full record

ArticleJournal for immunotherapy of cancer2022

Tumor mutational burden predicts the efficacy of pembrolizumab monotherapy: a pan-tumor retrospective analysis of participants with advanced solid tumors.

Razvan Cristescu, Deepti Aurora-Garg, Andrew Albright, Lei Xu, Xiao Qiao Liu, Andrey Loboda, Lixin Lang, Fan Jin, Eric H Rubin, Alexandra Snyder and 1 more

Open access · goldAbstract read
In one paragraph

Article in Journal for immunotherapy of cancer, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 113 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
113citing papers in PubMed, 1 pooled it
17.2field-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.

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

113 citing papers in PubMed, 1 synthesis or guideline pooled it, 157 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Trial
  5. Trial
  6. Trial
  7. Trial
  8. Trial
  9. Trial
  10. Trial
  11. Phase II Trial of Nivolumab in Metastatic Rare Cancer with dMMR or MSI-H and Relation with Immune Phenotypic Analysis (the ROCK Trial).Clinical cancer research : an official journal of the American Association for Cancer Research · 2023
    Trial
  12. Trial
  13. Article
  14. Article
  15. Advances in Immunotherapy for Intrahepatic Cholangiocarcinoma.International journal of molecular sciences · 2026
    Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Review

53 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

11 authors at 1 institution in 1 country.

Razvan CristescuMerck & Co, Inc, Kenilworth, New Jersey, USA.ORCID 0000-0002-9978-0339
Deepti Aurora-GargMerck & Co, Inc, Kenilworth, New Jersey, USA.
Andrew AlbrightMerck & Co, Inc, Kenilworth, New Jersey, USA.
Lei XuMerck & Co, Inc, Kenilworth, New Jersey, USA.
Xiao Qiao LiuMSD China, Beijing, China.
Andrey LobodaMerck & Co, Inc, Kenilworth, New Jersey, USA.
Lixin LangMerck & Co, Inc, Kenilworth, New Jersey, USA.
Fan JinMerck & Co, Inc, Kenilworth, New Jersey, USA.
Eric H RubinMerck & Co, Inc, Kenilworth, New Jersey, USA.
Alexandra SnyderMerck & Co, Inc, Kenilworth, New Jersey, USA.ORCID 0000-0002-2606-3523
Jared LuncefordMerck & Co, Inc, Kenilworth, New Jersey, USA jared_lunceford@merck.com.
Merck & Co., Inc., Rahway, NJ, USA (United States) · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundSeveral studies have evaluated the relationship between tumor mutational burden (TMB) and outcomes of immune checkpoint inhibitors. In the phase II KEYNOTE-158 study of pembrolizumab monotherapy for previously treated recurrent or metastatic cancer, high TMB as assessed by the FoundationOne CDx was associated with an improved objective response rate (ORR).

methodsWe retrospectively assessed the relationship between TMB and efficacy in participants with previously treated advanced solid tumors enrolled in 12 trials that evaluated pembrolizumab monotherapy, including 3 randomized trials that compared pembrolizumab with chemotherapy. TMB was assessed in formalin-fixed, paraffin-embedded pretreatment tumor samples by whole-exome sequencing. High TMB was defined as ≥175 mutations/exome. Microsatellite instability (MSI) phenotype was based on whole-exome sequencing results. Programmed death ligand 1 (PD-L1) expression was assessed by immunohistochemistry. The primary end point was ORR assessed per RECIST V.1.1 by independent central review. Other end points included progression-free survival (PFS) assessed per RECIST V.1.1 by independent central review and overall survival (OS).

resultsOf the 2234 participants in the analysis, 1772 received pembrolizumab monotherapy and 462 received chemotherapy. Among the pembrolizumab-treated participants, ORR was 31.4% (95% CI 27.1 to 36.0) in the 433 participants with TMB ≥175 mutations/exome and 9.5% (95% CI 8.0 to 11.2) in the 1339 participants with TMB <175 mutations/exome. The association of TMB with ORR was observed regardless of PD-L1 expression and not driven by specific tumor types or participants with very high TMB or high MSI. In the 3 randomized controlled trials, TMB was associated with ORR (p≤0.016), PFS (p≤0.005), and OS (p≤0.029) of pembrolizumab but not of chemotherapy (p≥0.340, p≥0.643, and p≥0.174, respectively), and pembrolizumab improved efficacy versus chemotherapy in participants with TMB ≥175 mutations/exome.

conclusionsTMB ≥175 mutations/exome is associated with clinically meaningful improvement in the efficacy of pembrolizumab monotherapy and improved outcomes for pembrolizumab versus chemotherapy across a wide range of previously treated advanced solid tumor types. These data suggest TMB has broad clinical utility irrespective of tumor type, PD-L1 expression, or MSI status and support its use as a predictive biomarker for pembrolizumab monotherapy in participants with previously treated advanced solid tumors.

Indexed as

MutationAgedAntibodies, Monoclonal, HumanizedB7-H1 AntigenBiomarkers, TumorExome SequencingFemaleHumansImmune Checkpoint InhibitorsMaleMicrosatellite InstabilityNeoplasmsRetrospective StudiesTreatment OutcomeAntibodies, Monoclonal, HumanizedB7-H1 AntigenBiomarkers, TumorCD274 protein, humanImmune Checkpoint Inhibitorspembrolizumabimmunotherapyprogrammed cell death 1 receptortumor biomarkers

Identifiers

PMID35101941
PMCPMC8804694
OpenAlexW4210362744

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

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.