Assessing the representativeness of trials of sodium-glucose cotransporter-2 inhibitors in type 2 diabetes: a comparison of individual-level trial data and people newly prescribed treatment in a Welsh routine care database (original) (raw)
Hanlon, P. et al. (2025) Assessing the representativeness of trials of sodium-glucose cotransporter-2 inhibitors in type 2 diabetes: a comparison of individual-level trial data and people newly prescribed treatment in a Welsh routine care database.BMC Medicine, 23(1), 661. (doi: 10.1186/s12916-025-04492-2) (PMID:41299446) (PMCID:PMC12659586)
Abstract
Background: Randomised controlled trials are often criticised for excluding people with multiple long-term conditions. This study used individual participant data for 25 trials of sodium glucose co-transporter-2 inhibitors (SGLT2i) to compare baseline characteristics, comorbidities, and event rates between trial participants and community SGLT2itreated people in routine care. Methods: Trials were identified through systematic review with subsequent application for individual-level data. Community SGLT2i-treated people in routine care were identified from the Secure Anonymised Information Linkage (SAIL) databank (Wales, UK). For each trial, we applied the eligibility criteria to the community SGLT2i-treated populations. We then (i) assessed the proportion eligible/ineligible for each trial, (ii) compared age, sex and number of comorbidities between trial participants and those eligible/ineligible in routine care, (iii) compared rates of serious adverse events in the trials to the expected rate in community SGLT2i-treated participants and (iv) compared the rate of major adverse cardiovascular events (MACE), all-cause mortality, non-cardiovascular mortality, and estimated glomerular filtration rate (eGFR) slope between trial and community participants. Results: The number of comorbidities was consistently lower in trial populations compared to community SGLT2itreated who met trial eligibility criteria. Compared with other trial populations, in the large cardiovascular outcome trials (CANVAS, CANVAS-R, CREDENCE and EMPA-REG) levels of participant comorbidity were higher; comorbidity differences between trial and community were smaller; and serious adverse event rates were broadly similar to the expected rate based on the community. For the remaining trials, the serious adverse event rate was lower in the trials than the expected rate based on community SGLT2i-treated participants. In the cardiovascular outcome trials, rates of MACE, mortality and decline in eGFR slope were similar or higher in trial populations. Conclusions: While people with comorbidity are under-represented in most trials compared to a Welsh routine care population, the large cardiovascular outcome trials are more representative of SGLT2i-treated patients and have similar rates of serious adverse events. Therefore, while our findings support calls for caution regarding trial representativeness, the criticism that trials are not representative does not apply equally to all trials. Our results broadly support the applicability of cardiovascular outcome trials to people currently treated with SGLT2i within routine clinical practice.
| Item Type: | Articles |
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| Additional Information: | This analysis was supported by grants from the Academy of Medical Sciences to PH (grant reference SGL029\1013: Enhancing routine healthcare data to compare frailty and multimorbidity in randomised controlled trials versus routine care), supporting access to and 21 analysis of the routine data in SAIL databank; Tenovus Scotland to PH and DM (grant reference S22-27: Assessing frailty and representativeness in randomised controlled trials of glucose lowering therapies for type 2 diabetes), supporting access to and analysis of the trial IPD, and the Medical Research Council to DM, EB (MR/T017112/1: Routine care treatment effectiveness in people with type 2 diabetes: maximising the applicability of clinical trials), supporting the identification and characterization of eligible trials and curation of the IPD. J.S.L. is funded by a Wellcome Trust Early Career Award (301005/Z/23/Z). RM is funded by an MRC Doctoral Training Programme (MR/W006049/1). |
| Keywords: | Type 2 diabetes, Sodium Glucose Co-transporter 2 inhibitors, randomized controlled trials, applicability, representativeness, adverse events, comorbidity, multimorbidity. |
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Alsallumi, Khalid and McChrystal, Mr Ryan and McAllister, Professor David and Butterly, Dr Elaine and Wightman, Ms Heather and Almazam, Saleh Ali M and Wei, Dr Lili and Lees, Jennifer and Sullivan, Dr Michael and Petrie, Professor John and Sattar, Professor Naveed and Hanlon, Dr Peter |
| Authors: | Hanlon, P., Wightman, H., Sullivan, M., Lees, J. S., Butterly, E. W., Wei, L., McChrystal, R., Whalley, E., Almazam, S. A., Alsallumi, K., Petrie, J., Adler, A., Sattar, N., Morales, D. R., Guthrie, B., and McAllister, D. |
| College/School: | College of Medical Veterinary and Life Sciences > School of Cardiovascular & Metabolic HealthCollege of Medical Veterinary and Life Sciences > School of Health & Wellbeing > General Practice and Primary CareCollege of Medical Veterinary and Life Sciences > School of Health & Wellbeing > Health Economics and Health Technology AssessmentCollege of Medical Veterinary and Life Sciences > School of Health & Wellbeing > Robertson Centre |
| Journal Name: | BMC Medicine |
| Publisher: | BioMed Central |
| ISSN: | 1741-7015 |
| ISSN (Online): | 1741-7015 |
| Published Online: | 26 November 2025 |
| Copyright Holders: | Copyright © The Author(s) 2025 |
| First Published: | First published in BMC Medicine 23(1):661 |
| Publisher Policy: | Reproduced under a Creative Commons licence |
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Funder and Project Information
Enhancing routine healthcare data to compare frailty and multimorbidity in randomised controlled trials versus routine care
Peter Hanlon
SGL029\1013
SHW - General Practice & Primary Care
Assessing frailty and representativeness in randomised controlled trials of glucose lowering therapies for type 2 diabetes
Peter Hanlon
S22-27
SHW - General Practice & Primary Care
Real-world treatment effectiveness in people with type 2 diabetes: Maximising the applicability of clinical trials
David McAllister
MR/T017112/1
SHW - Health Economics & Health Technology Assessment
Kidney function as a modulator of cancer treatment: a comprehensive analysis from population data, health records, national registries and individual participant-level trial data.
Jennifer Lees
301005/Z/23/Z
SCMH - Cardiovascular & Metabolic Health
MRC Doctoral Training Programme: Clincal Trials Research Methods
David McAllister
JXG12325 (MR/W006049/1)
SHW - Public Health
Deposit and Record Details
| ID Code: | 370673 |
|---|---|
| Depositing User: | Mr Alastair Arthur |
| Datestamp: | 02 Dec 2025 11:19 |
| Last Modified: | 03 Dec 2025 02:31 |
| Date of acceptance: | 30 October 2025 |
| Date of first online publication: | 26 November 2025 |
| Date Deposited: | 31 October 2025 |
| Data Availability Statement: | Yes |