Evidence map›Paper›PMID 40973363›Full record

ArticleBMJ open2025

Relationship between anti-diabetic medication use and glycaemic control: a retrospective diabetes registry-based cohort study in Singapore.

Sze Ling Chan, Charyl Jia Qi Yap, Yingqi Xu, Sing Yi Chia, Nur Nasyitah Binte Mohamed Salim, Darryl Mingjun Lim, Edward Choke, David Carmody, Gilbert Choon Seng Tan, Su-Yen Goh and 2 more

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Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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0citing 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

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Sze Ling ChanHealth Services Research Centre, Singapore Health Services Pte Ltd, Singapore gmscsli@nus.edu.sg.ORCID http://orcid.org/0000-0003-4272-4595
Charyl Jia Qi YapDepartment of Vascular Surgery, Singapore General Hospital, Singapore.ORCID http://orcid.org/0000-0002-8606-0842
Yingqi XuSingapore Health Services Pte Ltd, Singapore.ORCID http://orcid.org/0000-0002-6814-6298
Sing Yi ChiaHealth Services Research Unit, Singapore General Hospital, Singapore.
Nur Nasyitah Binte Mohamed SalimHealth Services Research Unit, Singapore General Hospital, Singapore.
Darryl Mingjun LimDepartment of General Surgery, Changi General Hospital, Singapore.
Edward ChokeDepartment of Surgery, Sengkang General Hospital, Singapore.
David CarmodyDepartment of Endocrinology, Singapore General Hospital, Singapore.
Gilbert Choon Seng TanSingHealth Polyclinics, Singapore.
Su-Yen GohDepartment of Endocrinology, Singapore General Hospital, Singapore.
Yong Mong BeeDepartment of Endocrinology, Singapore General Hospital, Singapore.
Tze Tec ChongDepartment of Vascular Surgery, Singapore General Hospital, Singapore.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to determine the association between diabetes mellitus (DM) medication use and glycaemic control.

designThis was a retrospective diabetes registry-based cohort study.

settingSingapore.

participantsPatients aged 18 and above with incident DM in the SingHealth Diabetes Registry from 2013 to 2020 were included. The entire study period included a 1 year baseline period, a 1 year observation period and a 3 month outcome period. OUTCOME MEASURES: Drug use was measured using the proportion of days covered (PDC), and the changes in glycated haemoglobin (HbA1c) between the outcome and baseline periods were assessed. The associations between baseline HbA1c and PDC ≥0.80 and between PDC and change in HbA1c were analysed using logistic regression and the Kruskal-Wallis test, respectively.

resultsOf 184 646 unique patients in the registry from 2013 to 2020, 36 314 met the inclusion and exclusion criteria and were included in the analysis. The median PDC for any DM drug, oral DM drugs and insulin during the observation period was 20.3%, 16.8% and 0%, respectively. Those who had good glycaemic control at baseline were less likely to receive DM drugs and those with poor baseline glycaemic control or missing baseline HbA1c were more likely to be consistent users (PDC >80%) (p<2.2 × 10

conclusionThe relationship between DM drug use and glycaemic control is complex and non-monotonic. Higher PDC for any DM drug and oral DM drugs during the observation period was significantly associated with clinically relevant HbA1c improvements.

Indexed as

Diabetes MellitusDiabetes Mellitus, Type 2Glycemic ControlHypoglycemic AgentsAdultAgedBlood GlucoseFemaleGlycated HemoglobinHumansInsulinMaleMiddle AgedRegistriesRetrospective StudiesSingaporeBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanHypoglycemic AgentsInsulinDiabetes Mellitus, Type 2Drug UtilizationMedication Adherence

Identifiers

PMID40973363
PMCPMC12458772

What Socratic holds

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LicenceCC BY-NC
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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 Socratic graph.