Evidence map›Paper›PMID 42694226›Full record

ArticleFrontiers in endocrinology2026

Disproportionate reporting of euglycaemic and diabetic ketoacidosis with SGLT-2 inhibitors across expanding cardiorenal indications: a cross-database study of FAERS and JADER.

Jinqian Chen, Deyin Wang, Xiaochuan Duan, Jianbo Wang, Zhenyu Zhao, Xiaolong Xing

Abstract read
In one paragraph

Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Jinqian Chen *NHC Key Laboratory of Hormones and Development, and Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Deyin Wang *Tianjin Medical College, Tianjin, China.
Xiaochuan DuanNHC Key Laboratory of Hormones and Development, and Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Jianbo WangNHC Key Laboratory of Hormones and Development, and Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Zhenyu ZhaoNHC Key Laboratory of Hormones and Development, and Tianjin Key Laboratory of Metabolic Diseases, Chu Hsien-I Memorial Hospital & Tianjin Institute of Endocrinology, Tianjin Medical University, Tianjin, China.
Xiaolong XingSchool of Medicine, Nankai University, Tianjin, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

SGLT-2 inhibitors are now used beyond type 2 diabetes (T2DM) in heart failure (HF) and chronic kidney disease (CKD), where glucose is monitored less routinely. Whether their established ketoacidosis signal-particularly euglycaemic diabetic ketoacidosis (euDKA)-is maintained as the indications expand, and whether it reproduces across independent reporting systems, is untested. We analysed the US FAERS (2020Q1-2026Q1) and Japanese JADER using one pipeline. Signals required consensus across four methods (ROR, PRR, IC, EBGM/EB05). Analyses were run overall, within report-level indication strata [T2DM, HF, CKD, off-label type 1 diabetes (T1DM)] and against an active comparator (DPP-4 inhibitors), with two pre-specified negative controls, time-to-onset modelling and sensitivity analyses. The DKA signal met four-method consensus within every indication stratum, including HF and CKD, and was highest in off-label T1DM; it was therefore maintained, not diluted, as indications expanded. Overall RORs were 67.4 (95% CI 65.7-69.2) in FAERS and 112.3 (104.8-120.3) in JADER. SGLT-2 inhibitors accounted for 85.8% (FAERS) and 91.7% (JADER) of all euDKA reports, though euDKA was only 4.1% and 7.8% of SGLT-2 inhibitor reports. Both negative controls were null in both databases. Median time-to-onset was 60 days (Weibull β=0.48, 95% CI 0.46-0.50). Across two independent reporting systems, the SGLT-2 inhibitor ketoacidosis signal was maintained across the expanding cardiorenal indications, with euDKA concentrated within this class and early onset. Ketone-based assessment is warranted when ketoacidosis is suspected, particularly soon after initiation. As a disproportionality analysis, these are hypothesis-generating signals that cannot establish incidence, relative risk, or causality.

Indexed as

Diabetes Mellitus, Type 2Diabetic KetoacidosisHeart FailureRenal Insufficiency, ChronicSodium-Glucose Transporter 2 InhibitorsDatabases, FactualDiabetes Mellitus, Type 1FemaleHumansMaleMiddle AgedSodium-Glucose Transporter 2 Inhibitorsdisproportionality analysiseuglycaemic diabetic ketoacidosisFAERSJADERpharmacovigilanceSGLT-2 inhibitors

Identifiers

PMID42694226
PMCPMC13538859

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.