ArticleJournal for immunotherapy of cancer2025
Tumor mutational burden and survival on immune checkpoint inhibition in >8000 patients across 24 cancer types.
Article in Journal for immunotherapy of cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 44 papers.
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.
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.
Who cites it
44 citing papers in PubMed.
- Exploratory biomarkers for oxaliplatin-induced nivolumab responsiveness in metastatic microsatellite-stable colorectal cancer.British journal of cancer · 2026Trial
- Exploratory genomic stratification of benefit from first-line immunotherapy-based combination in advanced biliary tract cancer: a biomarker analysis of a randomized phase 2 trial.Frontiers in immunology · 2026Trial
- LRP1b Loss Predicts Sensitivity to Immunotherapy in Patients with NSCLC: An Analysis of the Phase III CheckMate-026 Randomized Trial.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025Trial
- Developing neoantigen cancer vaccines: where are we now?Nature communications · 2026Review
- Integrating clinically actionable biomarkers into bladder cancer care - recommendations from the International Bladder Cancer Group.Nature reviews. Urology · 2026Review
- Co-Mutation of CREBBP/EP300 and POLE/POLD1 Identifies a TMB-High Subset of MSS CRC.International journal of molecular sciences · 2026Article
- Crosstalk Between Opioids and the Anti-Tumour Immune Checkpoint Axis.Current oncology (Toronto, Ont.) · 2026Review
- Guided immunotherapy for residual solid tumor: integrating platelets and CAR T cells to reduce post-surgical recurrence.Biomarker research · 2026Review
- Patterns of Response to Immune Checkpoint Inhibitors in Sarcomas With High Tumor Burden and/or Mismatch Repair Deficiency.JCO precision oncology · 2026Article
- Comprehensive analysis of cuproptosis-related lncRNAs in immunotherapy response and prognosis in papillary thyroid cancer.Gland surgery · 2026Article
- Prognostic analysis and beneficiary population exploration of subsequent treatment regimens after third-generation EGFR-TKIs failure in EGFR-mutated advanced non-small cell lung cancer: a retrospective cohort study.Translational lung cancer research · 2026Article
- Article
- Ultra-high tumor mutation burden breast cancer: genomic profiling and real-world immunotherapy results.NPJ breast cancer · 2026Article
- Broader gene representation by whole-exome sequencing improves accuracy of tumor mutational burden assessment for selection of pembrolizumab immunotherapy.Cancer immunology, immunotherapy : CII · 2026Article
- Homozygous Loss of Recombination Repair Genes and Poly ADP-Ribose Polymerase Inhibitor Benefit for Patients With Ovarian Cancer.JCO precision oncology · 2026Article
- Clinical value of tumor mutational burden for neoadjuvant and adjuvant immune checkpoint inhibitor in early-stage non-small cell lung cancer.Journal for immunotherapy of cancer · 2026Article
- Tumor mutation burden predicts aggressiveness and prognosis of gastrointestinal stromal tumor.Translational cancer research · 2026Article
- Tumor genomics in patients younger than 40 years of age with metastatic breast cancer.NPJ precision oncology · 2026Article
- DNA and RNA-based next-generation sequencing for companion diagnostic rearrangement detection in solid tumors.The oncologist · 2026Article
- Article
Corrections and comments
- Erratum issued
Authors and funding
22 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThere is uncertainty around clinical applicability of tumor mutational burden (TMB) across cancer types, in part because of inconsistency between TMB measurements from different platforms. The KEYNOTE 158 trial supported United States Food and Drug Administration (FDA) approval of the Foundation Medicine test (FoundationOneCDx) at TMB≥10 mut/Mb as a companion diagnostic (CDx) for single-agent pembrolizumab in second+line. Using a large real-world dataset with validated survival endpoint data, we evaluated clinical validity of TMB measurement by the test in over 8000 patients across 24 cancer types who received single-agent immune checkpoint inhibitor (ICI).
methodsPatients with advanced-stage cancers from 24 cancer types treated with single-agent anti-PD(L)1 therapy in standard-of-care settings were included. Deidentified data from electronic health records from approximately 280 cancer treatment facilities were captured into a clinico-genomic database. This study used the TMB algorithm from the FDA-approved test supporting solid tumor CDx and composite mortality variable validated against the national death index: real-world overall survival (rwOS). Following a prespecified analysis plan, rwOS by TMB level was assessed using Cox PH models adjusted for Eastern Cooperative Oncology Group performance status, prior treatment, microsatellite instability, sex, age, opioid rx pretherapy, and socioeconomic assessment.
results8440 patients met inclusion criteria. Adjusting for aforementioned factors, increasing TMB was significantly associated with rwOS across tumor types; HRs (95% CIs) relative to TMB<5: TMB 5 to <10: 0.95 (0.89 to 1.02), TMB 10 to <20: 0.79 (0.73 to 0.85), TMB≥20: 0.52 (0.47 to 0.58). For individual cancer types with prespecified statistical power, adjusted rwOS comparing TMB≥10 vs TMB<10 significantly favored TMB≥10 in 9 of 10 cancer types. In microsatellite stable subcohorts (except colorectal cancer), TMB≥10 remained associated with enriched ICI benefit. Exploratory assessments of patients receiving ICI+chemotherapy (n=4369) observed more favorable rwOS only in TMB≥20.
conclusionsAcross >8000 patients treated with single-agent ICI, and within individual cancer types with sufficient power, elevated TMB based on the FDA-approved CDx was associated with more favorable rwOS compared with similar patients with lower TMB levels. This biomarker deserves further clinical investigation to potentially guide the use of immunotherapy in expanded clinical contexts.
Indexed as
Identifiers
What OpenQuestion holds
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.