ReviewNature reviews. Cancer2024
Defining clinically useful biomarkers of immune checkpoint inhibitors in solid tumours.
Review in Nature reviews. Cancer, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 220 papers, 7 of them syntheses that pooled 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.
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
220 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Prediction of PD-L1 expression in nonsmall cell lung cancer using artificial intelligence models based on radiomics: a systematic review and meta-analysis.European respiratory review : an official journal of the European Respiratory Society · 2026Pooled it
- Novel roles of SETD2 in tumor metabolism and immunotherapy: a systematic review and meta-analysis.Frontiers in pharmacology · 2026Pooled it
- Bibliometric analysis of knowledge maps and future trends of TIM-3 in cancer.Frontiers in oncology · 2026Pooled it
- Efficacy of PD-1/PD-L1 inhibitors combined with multi-targeted anti-angiogenic TKIs in advanced or metastatic NSCLC: A meta-analysis based on RCTs.Frontiers in oncology · 2026Pooled it
- Elevated circulating IL-8 correlates with poor prognosis in urological cancers: a meta-analysis and bioinformatic validation.Annals of medicine · 2025Pooled it
- Combination of immune checkpoint inhibitors and anthracyclines as a potential first-line regimen for dedifferentiated liposarcoma: systematic review and meta-analysis.Cancer immunology, immunotherapy : CII · 2025Pooled it
- Prognostic and clinicopathological role of soluble programmed cell death ligand-1 in patients with diffuse large B-cell lymphoma: a meta-analysis.Frontiers in oncology · 2025Pooled it
- Pre-existing systemic immune state and dynamic myeloid remodeling shape response to neoadjuvant PD-L1 blockade.Journal for immunotherapy of cancer · 2026Trial
- Neoadjuvant immunochemotherapy plus thymalfasin in locally advanced gastric cancer: a prospective clinical trial.BMC medicine · 2026Trial
- Neoadjuvant chemoradiotherapy plus sintilimab in proficient mismatch repair locally advanced rectal cancer with intermediate/high-immunoscore (SILAR): a single-arm phase II trial.Nature communications · 2026Trial
- Circulating immune cell profiling in advanced cervical and endometrial cancer patients treated with PD-1 blockade, radiotherapy, and immune modulation in the PRIMMO trial.Frontiers in immunology · 2026Trial
- Trial
- The peripheral immune landscape of human breast cancer.Oncoimmunology · 2026Review
- Biomimetic nano-in-gel vaccine platform with spatiotemporal co-delivery capacity for DC maturation against immunosuppressive tumors.International journal of pharmaceutics: X · 2026Article
- The Immune Checkpoint Inhibitors Journey: From Early Promise to Lasting Impact.Journal of immunotherapy and precision oncology · 2026Review
- Mitochondria-targeted photodynamic nanoparticles boost antitumor immunity by suppressing mitophagy in osteosarcoma.Bioactive materials · 2026Article
- The immunology of human breast cancer.Nature reviews. Immunology · 2026Review
- ClonalLife science alliance · 2026Article
- Unlocking the potential of microRNA as predictive biomarkers for efficacy and adverse events in immune checkpoint inhibitor therapy (Review).Molecular medicine reports · 2026Review
- The dual immune landscape of homologous recombination-deficient tumors: mechanisms and therapeutic implications.Cancer metastasis reviews · 2026Review
160 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Although more than a decade has passed since the approval of immune checkpoint inhibitors (ICIs) for the treatment of melanoma and non-small-cell lung, breast and gastrointestinal cancers, many patients still show limited response. US Food and Drug Administration (FDA)-approved biomarkers include programmed cell death 1 ligand 1 (PDL1) expression, microsatellite status (that is, microsatellite instability-high (MSI-H)) and tumour mutational burden (TMB), but these have limited utility and/or lack standardized testing approaches for pan-cancer applications. Tissue-based analytes (such as tumour gene signatures, tumour antigen presentation or tumour microenvironment profiles) show a correlation with immune response, but equally, these demonstrate limited efficacy, as they represent a single time point and a single spatial assessment. Patient heterogeneity as well as inter- and intra-tumoural differences across different tissue sites and time points represent substantial challenges for static biomarkers. However, dynamic biomarkers such as longitudinal biopsies or novel, less-invasive markers such as blood-based biomarkers, radiomics and the gut microbiome show increasing potential for the dynamic identification of ICI response, and patient-tailored predictors identified through neoadjuvant trials or novel ex vivo tumour models can help to personalize treatment. In this Perspective, we critically assess the multiple new static, dynamic and patient-specific biomarkers, highlight the newest consortia and trial efforts, and provide recommendations for future clinical trials to make meaningful steps forwards in the field.
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Identifiers
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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.