Evidence map›Paper›PMID 37505282›Full record

ArticleDiabetologia2023

SGLT2i and GLP-1 RA therapy in type 1 diabetes and reno-vascular outcomes: a real-world study.

Matthew Anson, Sizheng S Zhao, Philip Austin, Gema H Ibarburu, Rayaz A Malik, Uazman Alam

Open access · hybridAbstract read
In one paragraph

Article in Diabetologia, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
52citing papers in PubMed, 1 pooled it
16.3field-weighted citation impact, top 1% of its field
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

52 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.

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  5. Type 1 diabetes and cardiovascular medicine.Cardiovascular diabetology. Endocrinology reports · 2026
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  7. Obesity in Adults with Type 1 Diabetes Mellitus.Journal of obesity & metabolic syndrome · 2026
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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

6 authors at 5 institutions in 3 countries.

Matthew AnsonDiabetes & Endocrinology Research and Pain Research Institute, Institute of Life Course and Medical Sciences, University of Liverpool and Liverpool University Hospital NHS Foundation Trust, Liverpool, UK.
Sizheng S ZhaoCentre for Epidemiology Versus Arthritis, Faculty of Biological Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK.
Philip AustinTriNetX LLC, Cambridge, MA, USA.
Gema H IbarburuTriNetX LLC, Cambridge, MA, USA.
Rayaz A MalikWeill Cornell Medicine-Qatar, Doha, Qatar.
Uazman AlamDiabetes & Endocrinology Research and Pain Research Institute, Institute of Life Course and Medical Sciences, University of Liverpool and Liverpool University Hospital NHS Foundation Trust, Liverpool, UK. uazman.alam@liverpool.ac.uk.
TriNetX (United States) · USAintree University Hospitals NHS Foundation Trust · GBManchester Academic Health Science Centre · GBUniversity of Staffordshire · GBWeill Cornell Medical College in Qatar · QA

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

aims/hypothesisInsulin is the primary treatment for type 1 diabetes. However, alternative glucose-lowering therapies are used adjunctively, but importantly are off-label in type 1 diabetes. Little work has previously been undertaken to evaluate safety with long-term efficacy and cardio-renal benefits of such therapies. We sought to investigate the real-world impact of sodium-glucose cotransporter 2 inhibitor (SGLT2i) and glucagon-like peptide-1 receptor agonist (GLP-1 RA) therapy in individuals with type 1 diabetes in relation to effect on blood glucose levels, adverse events and cardio-renal outcomes.

methodsWe performed a retrospective cohort study of all patients aged 18 or over with type 1 diabetes on the TriNetX platform, a global collaborative network providing access to real-time, anonymised medical records. We included patients who had been treated with an SGLT2i or GLP-1 RA for at least 6 months and analysed the efficacy, safety and cardio-renal outcomes 5 years after initiation of therapy.

resultsWe identified 196,691 individuals with type 1 diabetes, 13% of whom were treated with adjunctive glucose-lowering therapy in addition to insulin. Included in the core analysis were 1822 patients treated with a GLP-1 RA and 992 individuals treated with an SGLT2i. Both agents provided clinically meaningful reductions in HbA CONCLUSIONS/

interpretationBoth SGLT2is and GLP-1 RAs have potential benefits as adjunctive agents in type 1 diabetes. SGLT2is provide cardio-renal benefits, despite an increase in the risk of DKA and urinary tract infection compared with GLP-1 RA therapy. Long-term evaluation of the efficacy and safety of these adjunctive therapies is required to guide their use in individuals with type 1 diabetes.

Indexed as

Diabetes Mellitus, Type 1Diabetes Mellitus, Type 2Diabetic KetoacidosisRenal Insufficiency, ChronicSodium-Glucose Transporter 2 InhibitorsGlucagon-Like Peptide 1Glucagon-Like Peptide-1 Receptor AgonistsGlucoseHumansHypoglycemic AgentsInsulinRetrospective StudiesGlucagon-Like Peptide 1Glucagon-Like Peptide-1 Receptor AgonistsGlucoseHypoglycemic AgentsInsulinSodium-Glucose Transporter 2 InhibitorsChronic kidney diseaseDiabetic ketoacidosisGLP-1 RAHeart failureSGLT2iType 1 diabetes

Identifiers

PMID37505282
PMCPMC10473989
OpenAlexW4385330432

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.