SynthesisEuropean journal of cancer (Oxford, England : 1990)2023
Correlation between biomarkers and treatment outcomes in diverse cancers: a systematic review and meta-analysis of phase I and II immunotherapy clinical trials.
Synthesis in European journal of cancer (Oxford, England : 1990), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Risk-Benefit of Phase 2 Monotherapy Trials in Adult Solid Cancers: A Systematic Review and Meta-Analysis.International journal of cancer · 2026Pooled it
- Phase II basket trial of Dual Anti-CTLA-4 and Anti-PD-1 blockade in Rare Tumors (DART) SWOG S1609: adrenocortical carcinoma cohort.Journal for immunotherapy of cancer · 2024Trial
- OX40 transcriptomic expression and its association with immune checkpoints and clinical outcomes.Therapeutic advances in medical oncology · 2026Article
- Immune biomarkers for head and neck cancer.Cancer immunology, immunotherapy : CII · 2025Review
- Convergence of evolving artificial intelligence and machine learning techniques in precision oncology.NPJ digital medicine · 2025Article
- Optimizing early-phase immunotherapy trials: the role of biomarker enrichment strategies.Frontiers in immunology · 2025Review
- OX40/OX40 ligand and its role in precision immune oncology.Cancer metastasis reviews · 2024Review
- Plasma cell-free RNA PD-L1 or tissue PD-L1 protein expression and outcomes with first-line immunotherapy in metastatic non-small cell lung cancer.The journal of liquid biopsy · 2024Article
- High CTLA-4 transcriptomic expression correlates with high expression of other checkpoints and with immunotherapy outcome.Therapeutic advances in medical oncology · 2024Article
- TIM-3 transcriptomic landscape with clinical and immunomic correlates in cancer.American journal of cancer research · 2024Article
- Strategies to optimize the promise of checkpoint-targeted anti-cancer therapy.Immunotherapy · 2024Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundMany immuno-oncology (IO) trials are conducted without biomarker selection. We performed a meta-analysis of phase I/II clinical trials evaluating immune checkpoint inhibitors (ICIs) to determine the association between biomarkers and clinical outcomes, if any.
methodsA PubMed search for phase I/II clinical trials with drugs approved by the Food and Drug Administration (labelled, off-label, combined with investigational ICIs or other treatment modalities) from 2018 to 2020 was performed. The objective response rate (ORR), progression-free survival (PFS) and overall survival (OS) were compared between biomarker-positive and biomarker-negative groups, using studies that explored the correlation of biomarkers with outcomes.
resultsOverall, 174 clinical studies that included 19,178 patients were identified, and 132 studies investigated>30 correlative biomarkers that included PD-L1 expression (≥1%, 111 studies), tumour mutational burden (20 studies) and microsatellite instability/mismatch repair deficiency (10 studies). Overall, 123, 46 and 30 cohorts (drugs, tumour types or biomarkers) with 11,692, 3065, and 2256 patient outcomes for ORR, PFS and OS, respectively, were analysed in correlation with biomarkers. Meta-analyses demonstrated that ICIs in patients with biomarker-positive tumours were associated with higher ORR (odds ratio 2.15 [95% CI, 1.79-2.58], p < 0.0001); and longer PFS (hazard ratio [HR] 0.55 [95% CI, 0.45-0.67], p < 0.0001), and OS (HR 0.65 [95% CI, 0.53-0.80], p < 0.0001) compared with those with biomarker-negative tumours. Significance for ORR and PFS was retained in multivariate analysis (p < 0.001) (OS, not included owing to the small number of trials reporting OS).
conclusionOur data suggest that IO biomarkers should be used in patient selection for ICIs. Prospective studies are warranted.
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