Evidence map›Paper›PMID 41521903›Full record

ArticleDiabetes, obesity & metabolism2026

Long-acting insulin analogues and the risk of diabetic nephropathy among patients with type 2 diabetes: A population-based cohort study.

Julia Brillinger, Christopher Filliter, Shahrzad Salmasi, Estefania Zapata-Bravo, Robert W Platt, Oriana H Y Yu, Kristian B Filion

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Article in Diabetes, obesity & metabolism, 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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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Julia BrillingerDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
Christopher FilliterCenter for Clinical Epidemiology, Lady Davis Institute, Jewish General Hospital, Montreal, Quebec, Canada.
Shahrzad SalmasiDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
Estefania Zapata-BravoDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
Robert W PlattDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
Oriana H Y YuDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.
Kristian B FilionDepartment of Epidemiology, Biostatistics and Occupational Health, McGill University, Montreal, Quebec, Canada.ORCID 0000-0001-6055-0088

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aimsThe risk of diabetic nephropathy among patients with type 2 diabetes (T2D) can be reduced through optimal glycaemic control. It is not known if the pharmacological properties of long-acting insulin analogues may reduce the risk of diabetic complications compared with neutral protamine Hagedorn (NPH) insulin. We compared the risk of diabetic nephropathy associated with the use of long-acting insulin analogues with the use of intermediate-acting NPH insulin among patients with T2D. MATERIALS AND

methodsWe conducted a retrospective cohort study using an active-comparator, new user design and the United Kingdom's Clinical Practice Research Datalink AURUM. Our primary outcome was incident diabetic nephropathy, and our secondary outcomes were chronic kidney disease (CKD) and end-stage renal disease (ESRD). We used Cox proportional hazards models with inverse probability of treatment weighting to estimate hazard ratios (HR) and 95% confidence intervals (CI) for each outcome associated with long-acting insulin analogues versus NPH insulin.

resultsThe incidence rate (per 1000 person-years) of diabetic nephropathy was 16.3 (95% CI: 15.3-17.4) among initiators of long-acting insulin analogues and 17.5 (95% CI: 16.3-18.8) among initiators of NPH insulin. Compared with NPH insulin, long-acting insulin analogues were not associated with the risk of diabetic nephropathy (adjusted HR: 0.94, 95% CI: 0.85-1.04). The adjusted HR was 0.91 (95% CI: 0.88-0.94) for CKD and 0.78 (95% CI: 0.46-1.32) for ESRD.

conclusionsWe did not find an association between use of a long-acting insulin analogue, compared with use of NPH insulin, and the risk of diabetic nephropathy among patients with T2D.

Indexed as

Diabetes Mellitus, Type 2Diabetic NephropathiesHypoglycemic AgentsInsulin, Long-ActingAgedCohort StudiesFemaleHumansIncidenceInsulin, IsophaneKidney Failure, ChronicMaleMiddle AgedRetrospective StudiesRisk FactorsUnited KingdomHypoglycemic AgentsInsulin, IsophaneInsulin, Long-Actingcohort studydiabetic nephropathyinsulin analoguestype 2 diabetes

Identifiers

PMID41521903
PMCPMC12916077

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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.