Evidence map›Paper›PMID 42935015›Full record

ArticleClinical pharmacology and therapeutics2026

Use of SGLT2 Inhibitors, GLP-1 Receptor Agonists, and DPP-4 Inhibitors in Incident Hyponatremia in Patients with Type 2 Diabetes: Multicenter Target Trial Emulations.

Ying-Hsuan Lin, Daniel Hsiang-Te Tsai, Miyuki Hsing-Chun Hsieh, Chia-Chun Lee, Chin-Chung Tseng, Ming-Cheng Wang, Edward Chia-Cheng Lai, Kuan-Hung Liu

Abstract read
In one paragraph

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

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1 · What the graph read from it

What it found

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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.

2 · The registry

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

8 authors.

Ying-Hsuan LinDivision of Nephrology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City, Taiwan.ORCID https://orcid.org/0009-0005-8925-2005
Daniel Hsiang-Te TsaiSchool of Pharmacy, Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.ORCID https://orcid.org/0000-0003-2841-0338
Miyuki Hsing-Chun HsiehSchool of Pharmacy, Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.ORCID https://orcid.org/0000-0002-7995-7408
Chia-Chun LeeDivision of Nephrology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City, Taiwan.ORCID https://orcid.org/0000-0003-2342-0553
Chin-Chung TsengDivision of Nephrology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City, Taiwan.ORCID https://orcid.org/0000-0002-8445-5269
Ming-Cheng WangDivision of Nephrology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City, Taiwan.ORCID https://orcid.org/0000-0003-1105-3362
Edward Chia-Cheng LaiSchool of Pharmacy, Institute of Clinical Pharmacy and Pharmaceutical Sciences, College of Medicine, National Cheng Kung University, Tainan, Taiwan.ORCID https://orcid.org/0000-0002-5852-7652
Kuan-Hung LiuDivision of Nephrology, Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan City, Taiwan.ORCID https://orcid.org/0000-0001-5988-6123

Funding

National Cheng Kung University Frontier Research Project; D115-F2526National Science and Technology Council 115-2221-E-006-192-MY2National Science and Technology Council 115-2320-B-006-014-MY3National Science and Technology Council 115-2321-B-006-028
6 · The paper itself

Abstract

Hyponatremia poses risks in type 2 diabetes, yet comparative electrolyte safety across glucose-lowering therapies remains unclear. We evaluated the risk of incident hyponatremia associated with sodium-glucose cotransporter 2 (SGLT2) inhibitors, glucagon-like peptide-1 receptor agonists (GLP-1 RAs), and dipeptidyl peptidase-4 (DPP-4) inhibitors in real-world practice. Using electronic health records from 155 healthcare organizations in the TriNetX Global Collaborative Network, we conducted multicenter active-comparator, new-user target trial emulations with 1:1 propensity score matching. For each pairwise comparison, adults with type 2 diabetes initiating either drug class, with no record of either class during the preceding 365 days, were included. The primary outcome was incident hyponatremia (ICD-10-CM E87.1 or serum sodium ≤ 135 mmol/L); sensitivity outcomes included diagnosis-only, laboratory-only, and stricter laboratory thresholds. Among more than 300,000 matched pairs per comparison, SGLT2 inhibitors and GLP-1 RAs were each associated with a 15% lower hazard of hyponatremia than DPP-4 inhibitors (hazard ratio [HR], 0.850; 95% confidence interval [CI], 0.842-0.858 and HR, 0.847; 95% CI: 0.838-0.856). The lower risk persisted at stricter sodium thresholds and across clinically relevant subgroups, including patients with heart failure, chronic kidney disease, or high-risk medications use. SGLT2 inhibitors and GLP-1 RAs were broadly comparable (HR, 0.962; 95% CI: 0.952-0.971). Positive and negative control outcomes were consistent with expectations. Overall, SGLT2 inhibitors and GLP-1 RAs were associated with a lower risk of incident hyponatremia than DPP-4 inhibitors. These real-world findings provide reassurance regarding the electrolyte safety of SGLT2 inhibitors and GLP-1 RAs, complementing their established cardiorenal benefits.

Identifiers

PMID42935015
PMCPMC13710830

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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 OpenQuestion graph.