ArticleFrontiers in pharmacology2026
Reported drug spectrum and disproportionality signals for malignant neoplasm progression in FAERS: a real-world pharmacovigilance study.
Article in Frontiers in pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Reported drug spectrum and disproportionality signals for malignant neoplasm progression in FAERS: a real-world pharmacovigilance study.Frontiers in pharmacology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: Using malignant neoplasm/tumour progression as the endpoint, we screened FAERS for disproportionate reporting signals, characterized the drug spectrum represented in progression-related reports, and prioritized drug-event pairs for further evaluation rather than causal inference. Methods: Publicly available reports from FAERS (2004Q1-2024Q4) and JADER (2004-2024) were analyzed. After FDA-recommended deduplication, malignant tumor progression was identified using the MedDRA Preferred Terms "Malignant neoplasm progression" and "Tumour progression" (version 26.1). Primary and secondary suspect drugs were standardized to generic names using MedEx. Signals were detected by disproportionality analysis using the reporting odds ratio (ROR), with positive signals defined as a report count ≥3 and a lower 95% confidence interval bound >1. The same analytical pipeline was applied to JADER for external validation. Results: FAERS contained 321,020 progression-related reports; 84,977 unique cases remained after deduplication, rising over time (notably after 2018) with severe outcomes (death 27.63%, hospitalization 13.66%). Among the top 50 drugs, 92% were antineoplastic/immunomodulating agents; nivolumab, pembrolizumab, enzalutamide, everolimus, and osimertinib were most frequently reported. 49 drugs showed positive ROR signals (highest: afatinib, gefitinib, osimertinib); 35/49 were replicated in JADER (8,929 cases). Conclusion: Progression-related reporting signals were concentrated mainly in immunotherapies and targeted agents. Although disproportionality analysis does not establish causality, these findings may help prioritize drug-event pairs for further investigation and highlight the need for more standardized reporting, as well as confirmatory epidemiologic and mechanistic studies.
Indexed as
Identifiers
What OpenQuestion holds
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.