ArticleESMO real world data and digital oncology2025
Cardiovascular toxicities in cancer patients treated with immune checkpoint inhibitors: multicenter study using natural language processing on Belgian hospital data.
Article in ESMO real world data and digital oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
6 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Successful rescue therapy with eculizumab for probable tislelizumab-related MMM overlap syndrome with dual positivity for anti-acetylcholine receptor and anti-titin antibodies: a case report and literature review.Frontiers in immunology · 2026Pooled it
- Review
- Real‑World Clinical Characterization of Major Depressive Disorder and Treatment‑Resistant Depression Supported by Natural Language Processing: Multicenter Observational Study From the MOOD Project.Interactive journal of medical research · 2026Article
- Artificial Intelligence in Cardiovascular Medicine: A Giant Step in Personalized Medicine?Journal of personalized medicine · 2026Review
- A New Era, New Risks: The Cardio-Oncology Perspective on Immunotherapy in Non-Small Cell Lung Cancer.Cancers · 2025Review
- Management of immune-related myocarditis, myositis and myasthenia gravis (MMM) overlap syndrome: a single institution case series and literature review.Frontiers in immunology · 2025Review
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Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Immune checkpoint inhibitor (ICI) use may be associated with diverse cardiovascular (CV) adverse events (AEs), but their baseline prevalence and incidence after ICI initiation are poorly known. We aimed to describe CV events using real-world hospital data from Belgian cancer patients. Materials and methods: Electronic health records (EHRs) from patients receiving at least one ICI between March 2017 and August 2022 at three Belgian hospitals were processed into an Observational Medical Outcomes Partnership Common Data Model warehouse. Structured data were enriched with unstructured data that were processed using a natural language processing (NLP) pipeline. We analyzed CV events from first ICI administration until last follow-up, identifying and validating the first detection of a CV event at the patient level. Results: We included 1571 patients (66% male, median age 67 years); CV events were detected in 196 (12.5%) patients [median (min-max) follow-up: 8 (0-63) months]. The CV AEs detected were heart failure (5.3%), atrial fibrillation (4.6%), myocardial infarction (2.0%), atrioventricular block (1.9%), myocarditis (1.2%), vasculitis (0.8%), pericarditis (0.4%), and Takotsubo cardiomyopathy (<0.3%). Median time (min-max) to onset ranged from 109 days (17-849 days) for myocarditis to 529 days (91-967 days) for Takotsubo cardiomyopathy. Conclusions: To our knowledge, this is the first study using a dataset enriched with NLP-processed EHRs that describes the frequency and onset time of CV events. CV event frequencies were higher than those reported in clinical trials, but similar to other real-world studies. However, we observed a later time to onset. Hence, clinicians should note that CV AEs can present in various ways and at any time during or after treatment.
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