SynthesisEuropean journal of clinical pharmacology2026
Safety of immune checkpoint inhibitors: A systematic review of disproportionality analysis studies.
Synthesis in European journal of clinical pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers, 1 of them a synthesis that pooled it.
What it found
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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
5 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Longitudinal changes in the relative toxicity of FDA-approved oncology therapeutics: evidence from paired initial and updated RCT reports.Frontiers in public health · 2026Pooled it
- Disproportionality analysis to investigate fatal adverse events with immune checkpoint inhibitors: Proceed with extreme caution.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Immunosuppressive Environment of Pancreatic NENs-A Review.Biomedicines · 2026Review
- Drug-induced adverse events in modern pharmacotherapy: mechanisms, clinical manifestations, and implications for risk assessment and management.Frontiers in pharmacology · 2026Review
- Impact of COVID-19 Vaccine Type on the Efficacy and Safety of Nivolumab in Patients With Metastatic Non-small-cell Lung Cancer: A Multicenter Study.In vivo (Athens, Greece)Article
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
backgroundImmunotherapy has fundamentally changed the treatment landscape for both solid and hematologic malignancies over the past decade. However, an evolving body of literature has reported immune-related adverse events (irAEs) involving several organs in patients treated with immune checkpoint inhibitors (ICIs). Our study aimed to systematically review published disproportionality analyses on ICIs, to summarize the current state of methodology and potential strengths of the analysis, while highlighting safety signals generated for these pharmacological groups.
methodsA PubMed, Scopus, and Google Scholar search was conducted on November 7, 2024, and identified published disproportionality analyses of ICIs. Studies were included if they: 1) employed disproportionality analysis in pharmacovigilance databases; 2) investigations focused exclusively on ICIs; 3) analyses examining ICI-related adverse drug reactions (ADRs) (hypothesis-generating analyses and hypothesis-testing analyses); 4) mixed-methods studies incorporating disproportionality analysis with systematic reviews and meta-analysis. Data on results were categorized by ADR type and further analyzed based on exposure and comparator. We collected data on author name, database used, number of reports, age, gender, case/non-case status, exposure/comparison groups, disproportionality measures, signal definitions, confounder control, and sensitivity/subgroup analyses. We then retrospectively applied the READUS-PV (The REporting of A Disproportionality analysis for drUg Safety signal detection using individual case safety reports in PharmacoVigilance) checklist to all included studies to assess their reproducibility, transparency, and quality. Additionally, we evaluated study quality based on the demographic parameters reported.
resultsWe have identified 2939 published disproportionality analysis studies. Our study included 89 eligible analyses published between 2019 and 2024. Of these, 35 specifically focused on a single irAE. More than 50% studies predominantly employed the Reporting Odds Ratio (ROR) and Proportional Reporting Ratio (PRR) as signal detection standards. The analysis of time to onset of ADR revealed a significant variation in the ICI-related ADRs, with some, such as myocarditis and arrhythmic events, manifesting rapidly within weeks, while others, including uveitis, hypophysitis, and certain endocrine disorders, exhibit a delayed onset. Hypophysitis/hypopituitarism is uniquely associated with combined anti-programmed death-ligand 1 (PD-L1) and anti-cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) therapy, while endocrine and irAEs are common across all ICI treatments. Nivolumab and Pembrolizumab are more frequently associated with Guillain-Barré syndrome, myasthenia gravis, colitis, hepatitis, arthritis, immune-related skin disorders, and endocrinopathies (diabetes mellitus, adrenal insufficiency, and hypophysitis). The included disproportionality studies identified several irAEs that were not detected in pre-marketing clinical trials, including rare life-threatening events like myocarditis, fractures, delayed endocrine irAEs, and hypophysitis. A total of 34 (38.2%) of published disproportionality studies failed to report essential elements needed to understand and reproduce the analyses and results. Additionally, 39 (43.8%) of studies relied on a single disproportionality method for detecting signals. Only 15 studies (16.8%) met our predefined criteria for comprehensive reporting by including all seven critical data elements, while 40 studies (44.9%) demonstrated major reporting deficiencies with three or more missing elements. Concerning gaps persist, as evidenced by 34 recent studies (38.2%) still scoring ≤ 2 points. Furthermore, a quality assessment using the READUS-PV checklist revealed that critical reporting items were frequently missing from these studies, such as information in the title, case-by-case assessments, and comprehensive sensitivity analyses and data availability statements.
conclusionThe main organs affected due to ICIs are the skin, digestive, hepatic, lungs, rheumatologic, and endocrine. Disproportionality analysis in pharmacovigilance lacks standardised methods and interpretation, hindering reliable signal detection and requiring the development of clear guidelines, rigorous methodology, and collaborative efforts to improve patient safety. Additionally, the adoption of open-science practices, including protocol registration, should be implemented to enhance transparency and rigour.
Indexed as
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.