Evidence map›Paper›PMID 41068837›Full record

ArticleDiabetology & metabolic syndrome2025

Drug-induced insulin autoimmune syndrome: a clinico-epidemiological analysis integrating pharmacovigilance data and case series.

Xiuheng Yu, Min Li, Yi Liao, Yuqing Xie, Jing Xu, Youqi Long, Shixin Xiang

Abstract read
In one paragraph

Article in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Xiuheng YuDepartment of Pharmacy, University-Town Hospital of Chongqing Medical University, No. 55 Daxuecheng Middle Road, Shapingba District, Chongqing, 401331, China. yuxiuheng1990@hospital.cqmu.edu.cn.
Min LiDepartment of Pharmacy, The Second Affiliated Hospital of Army Medical University of PLA, No. 83 Xinqiao Road, Shapingba District, Chongqing, 400037, China.
Yi LiaoDepartment of Pharmacy, University-Town Hospital of Chongqing Medical University, No. 55 Daxuecheng Middle Road, Shapingba District, Chongqing, 401331, China.
Yuqing XieDepartment of Pharmacy, University-Town Hospital of Chongqing Medical University, No. 55 Daxuecheng Middle Road, Shapingba District, Chongqing, 401331, China.
Jing XuDepartment of Pharmacy, University-Town Hospital of Chongqing Medical University, No. 55 Daxuecheng Middle Road, Shapingba District, Chongqing, 401331, China.
Youqi LongDepartment of Pharmacy, University-Town Hospital of Chongqing Medical University, No. 55 Daxuecheng Middle Road, Shapingba District, Chongqing, 401331, China.
Shixin XiangDepartment of Pharmacy, University-Town Hospital of Chongqing Medical University, No. 55 Daxuecheng Middle Road, Shapingba District, Chongqing, 401331, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundInsulin autoimmune syndrome (IAS) is a rare immune-mediated hypoglycemic disorder predominantly triggered by pharmacological agents. Despite the established links to thiol-containing drugs, emerging non-thiol triggers and significant geographical reporting biases limit comprehensive risk profiling. This study integrated pharmacovigilance data and published evidence to establish the first systematic epidemiological and pharmacological profile of drug-induced IAS.

methodsWe analysed 228 IAS cases from the FDA AE Reporting System (FAERS; 2004-Q2 2024) and a systematic review of 263 published cases (1980-2024). Multimodal disproportionality analysis-including Reporting Odds Ratio (ROR), Proportional Reporting Ratio (PRR), Multi-item Gamma Poisson Shrinker (MGPS), and Bayesian Confidence Propagation Neural Network (BCPNN)-identified drug-induced adverse event signals. Associations were stratified into a three-tier evidence framework (Levels 1-3) based on methodological concordance, case counts, and strength of the supporting literature.

resultsFifty-eight agents showed potential IAS associations, including 12 novel pharmacovigilance signals (e.g., bevacizumab, sitagliptin, amlodipine, and olmesartan). Thiol-containing drugs exhibit the strongest signals (PRR > 200; e.g., captopril, methimazole, and clopidogrel). Level 1 evidence (highest confidence) implicated the use of clopidogrel, captopril, omeprazole, and methimazole. IAS was predominantly affected in older patients (median age, 66 years; IQR, 58-77 years), with a male predominance (59.21%), reflecting sex-specific prescription patterns. Geographical disparities persisted, with 85.17% of the cases reported in the literature in Asia. Reports of hypoglycemia exceeded IAS cases for most agents, suggesting an underdiagnosis.

conclusionsThis study established the first evidence-based hierarchy for drug-induced IAS, identifying 58 agents warranting clinical vigilance. Thiol-containing drugs dominate the high-risk profile; however, novel associations (e.g., proton pump inhibitors (PPIs), dipeptidyl peptidase-4 (DPP-4) inhibitors) reveal broader immunological mechanisms. Clinicians should prioritize IAS in older patients with unexplained hypoglycemia exposed to antiplatelet agents or PPIs. Standardized diagnostic criteria and pharmacogenetic profiling (e.g., human leukocyte antigen DRB1 (HLA-DRB1) *04:06) are urgently required to improve detection.

Indexed as

Disproportionality analysisDrug-induced hypoglycemiaHLA-DRB1*04:06Insulin autoimmune syndromePharmacovigilanceThiol-containing drugs

Identifiers

PMID41068837
PMCPMC12512917

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.