ArticleThe Lancet. Oncology2024
Multi-organ immune-related adverse events from immune checkpoint inhibitors and their downstream implications: a retrospective multicohort study.
Article in The Lancet. Oncology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 83 papers, 2 of them syntheses that pooled it.
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Who cites it
83 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Immune-related adverse events with cancer clinical benefits: a systematic review and meta-analysis.BMC cancer · 2026Pooled it
- Immune checkpoint inhibitor therapy in advanced cancer: clinical association of irAEs type, inflammatory markers and efficacy.Frontiers in immunology · 2025Pooled it
- Artificial intelligence in immune checkpoint inhibitor research: A bibliometric analysis of the landscape.Human vaccines & immunotherapeutics · 2026Article
- Review
- Prediction of Immune Checkpoint Inhibitor-Induced Liver Injury in Patients with Gastrointestinal Cancer: Machine Learning Modeling for Time-Stratified Risk Assessment.Current oncology (Toronto, Ont.) · 2026Article
- Immune checkpoint blockade reshapes drug-associated toxicity: a pharmacovigilance atlas of drug-ICI interactions.medRxiv : the preprint server for health sciences · 2026Article
- Semaglutide for primary prevention of major adverse cardiac and cerebrovascular events in patients with type 2 diabetes and comorbid rheumatoid arthritis: a target-trial emulation.European heart journal. Cardiovascular pharmacotherapy · 2026Article
- Circulating B cell and T cell activation states predict clinical outcomes in melanoma and reveal dynamic immune reinvigoration with checkpoint inhibitor immunotherapy.Journal for immunotherapy of cancer · 2026Article
- Complete response to Nivolumab-based chemotherapy in a case of advanced gastric cancer with multiple immune-related adverse events.Clinical journal of gastroenterology · 2026Article
- Efficacy of Aspirin Usage in Free Flap Reconstruction of the Head and Neck.Laryngoscope investigative otolaryngology · 2026Article
- Spatial proteomics reveals four-stage molecular evolution in cancer immunotherapy-related gastritis.Molecular cancer · 2026Article
- Selective serotonin reuptake inhibitors and bleeding risk in patients undergoing PCI on dual antiplatelet therapy: a retrospective cohort study.European heart journal. Cardiovascular pharmacotherapy · 2026Observational
- The Rise of Oncoendocrinology: How Modern Cancer Therapies Are Reshaping Endocrine Practice.Medical sciences (Basel, Switzerland) · 2026Review
- Heterogeneous survival impact of immune-related adverse events in US veterans.Journal for immunotherapy of cancer · 2026Article
- Extracorporeal photopheresis versus systemic immunosuppression for treatment of immune-related adverse events: clinical outcomes from the prospective two-arm PRIA study.Journal for immunotherapy of cancer · 2026Observational
- Clonal reshaping and clinical outcomes after rechallenge in ICI-associated myocarditis: integrated single-cell and TCR repertoire analysis.Journal for immunotherapy of cancer · 2026Article
- Enfortumab vedotin-induced cutaneous toxicities and their association with survival in urothelial carcinoma.medRxiv : the preprint server for health sciences · 2026Article
- Systemic Glucocorticoid Immunosuppression and Survival Among Immune Checkpoint Inhibitor Recipients.JAMA network open · 2026Article
- Integration Analysis of Bayesian and Machine Learning for Heterogeneity, Biomarkers, and Optimal Combination Regimens of Pucotenlimab in Solid Tumors.Cancer medicine · 2026Article
- Immune checkpoint inhibitor-induced myocarditis is dependent on CD8 T cell-derived TNF and TNFR2 signaling.The Journal of experimental medicine · 2026Article
23 more citing papers are in PubMed but not listed here.
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Abstract
backgroundUnderstanding co-occurrence patterns and prognostic implications of immune-related adverse events is crucial for immunotherapy management. However, previous studies have been limited by sample size and generalisability. In this study, we leveraged a multi-institutional cohort and a population-level database to investigate co-occurrence patterns of and survival outcomes after multi-organ immune-related adverse events among recipients of immune checkpoint inhibitors.
methodsIn this retrospective study, we identified individuals who received immune checkpoint inhibitors between May 31, 2015, and June 29, 2022, from the Massachusetts General Hospital, Brigham and Women's Hospital, and Dana-Farber Cancer Institute (Boston, MA, USA; MGBD cohort), and between April 30, 2010, and Oct 11, 2021, from the independent US population-based TriNetX network. We identified recipients from all datasets using medication codes and names of seven common immune checkpoint inhibitors, and patients were excluded from our analysis if they had incomplete information (eg, diagnosis and medication records) or if they initiated immune checkpoint inhibitor therapy after Oct 11, 2021. Eligible patients from the MGBD cohort were then propensity score matched with recipients of immune checkpoint inhibitors from the TriNetX database (1:2) based on demographic, cancer, and immune checkpoint inhibitor characteristics to facilitate cohort comparability. We applied immune-related adverse event identification rules to identify patients who did and did not have immune-related adverse events in the matched cohorts. To reduce the likelihood of false positives, patients diagnosed with suspected immune-related adverse events within 3 months after chemotherapy were excluded. We performed pairwise correlation analyses, non-negative matrix factorisation, and hierarchical clustering to identify co-occurrence patterns in the MGBD cohort. We conducted landmark overall survival analyses for patient clusters based on predominant immune-related adverse event factors and calculated accompanying hazard ratios (HRs) and 95% CIs, focusing on the 6-month landmark time for primary analyses. We validated our findings using the TriNetX cohort.
findingsWe identified 15 246 recipients of immune checkpoint inhibitors from MGBD and 50 503 from TriNetX, of whom 13 086 from MGBD and 26 172 from TriNetX were included in our propensity score-matched cohort. Median follow-up durations were 317 days (IQR 113-712) in patients from MGBD and 249 days (91-616) in patients from TriNetX. After applying immune-related adverse event identification rules, 8704 recipients of immune checkpoint inhibitors were retained from MGBD, of whom 3284 (37·7%) had and 5420 (62·3%) did not have immune-related adverse events, and 18 162 recipients were retained from TriNetX, of whom 5538 (30·5%) had and 12 624 (69·5%) did not have immune-related adverse events. In both cohorts, positive pairwise correlations of immune-related adverse events were commonly observed. Co-occurring immune-related adverse events were decomposed into seven factors across organs, revealing seven distinct patient clusters (endocrine, cutaneous, respiratory, gastrointestinal, hepatic, musculoskeletal, and neurological). In the MGBD cohort, the patient clusters that predominantly had endocrine (HR 0·53 [95% CI 0·40-0·70], p<0·0001) and cutaneous (0·61 [0·46-0·81], p=0·0007) immune-related adverse events had favourable overall survival outcomes at the 6-month landmark timepoint, while the other clusters either had unfavourable (respiratory: 1·60 [1·25-2·03], p=0·0001) or neutral survival outcomes (gastrointestinal: 0·86 [0·67-1·10], p=0·23; musculoskeletal: 0·97 [0·78-1·21], p=0·78; hepatic: 1·20 [0·91-1·59], p=0·19; and neurological: 1·30 [0·97-1·74], p=0·074). Similar results were found in the TriNetX cohort (endocrine: HR 0·75 [95% CI 0·60-0·93], p=0·0078; cutaneous: 0·62 [0·48-0·82], p=0·0007; respiratory: 1·21 [1·00-1·46], p=0·044), except for the neurological cluster having unfavourable (rather than neutral) survival outcomes (1·30 [1·06-1·59], p=0·013).
interpretationReliably identifying the immune-related adverse event cluster to which a patient belongs can provide valuable clinical information for prognosticating outcomes of immunotherapy. These insights can be leveraged to counsel patients on the clinical impact of their individual constellation of immune-related adverse events and ultimately develop more personalised surveillance and mitigation strategies.
fundingUS National Institutes of Health.
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