Evidence map›Paper›PMID 41741822›Full record

ArticleDiabetes, obesity & metabolism2026

Real-world treatment trajectories preceding GLP-1 receptor agonist initiation in type 2 diabetes: A descriptive UK population-based cohort study on adherence to national clinical guidelines.

Franziska S Ulrich, Morten Frost Nielsen, Nicola Napoli, Andrea M Burden

Abstract read
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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. Cited by 2 papers.

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0cells of the map it votes in
2citing papers in PubMed
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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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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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

4 authors.

Franziska S UlrichInstitute of Pharmaceutical Sciences, ETH Zurich, Zurich, Switzerland.ORCID 0009-0005-2278-7400
Morten Frost NielsenDepartment of Endocrinology, Odense University Hospital, Odense, Denmark.ORCID 0000-0002-5608-1589
Nicola NapoliUnit of Endocrinology and Diabetes, Campus Bio-Medico University of Rome, Rome, Italy.ORCID 0000-0002-3091-8205
Andrea M BurdenInstitute of Pharmaceutical Sciences, ETH Zurich, Zurich, Switzerland.ORCID 0000-0001-7082-8530

Funding

Novartis Foundation for Medical-Biological Research 24B110
6 · The paper itself

Abstract

aimsTo investigate glucose-lowering treatment trajectories preceding glucagon-like peptide-1 receptor agonist (GLP-1RA) initiation in UK primary care, while assessing alignment with contemporary UK clinical guidelines, considering calendar time, cardiovascular disease (CVD) history, and obesity status. MATERIALS AND

methodsUsing the IQVIA Medical Research Data (IMRD) incorporating data from THIN, a Cegedim Database, we included adults with type 2 diabetes initiating GLP-1RAs in UK primary care between 01 January 2007 and 30 June 2023. We described treatment trajectories from the first glucose-lowering therapy to GLP-1RA initiation, stratified by calendar time (GLP-1RA initiation pre- or post-01 January 2018, when guidelines started recommending sodium-glucose co-transporter-2 inhibitors [SGLT-2is] for those at high risk or established CVD), CVD history, and body mass index (BMI) ≥35 kg/m

resultsWe included 29 780 GLP-1RA initiators, with 62.2% (n = 18 517) initiating pre-2018 and 37.8% (n = 11 263) post-2018. Consistent over calendar time, most GLP-1RA initiators (63.5%) received their first GLP-1RA as fourth-line (35.4%) or later-line therapy (28.1%), with fewer initiating GLP-1RAs as first- (0.8%), second- (10.5%), or third-line (25.2%) treatments. After 2018, 50.8% of individuals initiating GLP-1RA therapy used SGLT-2is concomitantly, regardless of CVD status (47.8% with established CVD vs. 51.5% without). Individuals with BMI ≥35 kg/m

conclusionsGLP-1RAs were predominantly initiated following ≥3 glucose-lowering agents, consistent with contemporary UK guidance (NG28). Post-2018, most GLP-1RA initiators received SGLT-2is concomitantly. However, CVD history did not influence prescribing patterns, underscoring missed opportunities to optimise the prevention of cardiovascular events and slow the progression of CVD.

Indexed as

Diabetes Mellitus, Type 2Glucagon-Like Peptide-1 Receptor AgonistsGuideline AdherenceHypoglycemic AgentsAgedCardiovascular DiseasesCohort StudiesFemaleHumansMaleMiddle AgedPractice Guidelines as TopicPrimary Health CareSodium-Glucose Transporter 2 InhibitorsUnited KingdomGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsSodium-Glucose Transporter 2 Inhibitorscardiovascular diseaseclinical guidancedrug utilisationGLP‐1 receptor agonistglucose‐lowering therapyobesityprimary carereal‐world evidencetype 2 diabetesUnited Kingdom

Identifiers

PMID41741822
PMCPMC13071226

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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.