Evidence mapPaperPMID 40659705Full record

ArticleScientific reports2025

Determinants of HbA1c variability among type 2 diabetes mellitus patients in Malaysian primary care setting.

Xin Rou Teh, Aslene Siu Tjing Yeoh, Azah Abdul Samad, Mastura Ismail, Sheamini Sivasampu

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Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Xin Rou TehInstitute for Clinical Research, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia. xinrou1801@gmail.com.
Aslene Siu Tjing YeohInstitute for Clinical Research, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.
Azah Abdul SamadSection 7 Health Clinic, Ministry of Health, Shah Alam, Selangor, Malaysia.
Mastura IsmailFamily Health Development Division, Ministry of Health, Putrajaya, Malaysia.
Sheamini SivasampuInstitute for Clinical Research, National Institutes of Health, Ministry of Health, Shah Alam, Selangor, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diabetes complications were shown to be associated with glycaemic control and variability. This study aims to identify the factors associated with HbA1c variability in type 2 diabetes mellitus (T2DM) patients. A retrospective cohort of T2DM patients who visited the clinics between January 2017 and October 2022 were included. HbA1c variability were measured using coefficient of variation and standard deviation, and stratified using medians of 9.16 and 0.75, respectively. Logistic regressions was performed and subgroup analyses based on HbA1c control were included. We included 2,532 T2DM patients with a mean age of 61.7 years, predominantly female (55.8%) and of Chinese ethnicity (39%). Mean diabetes duration was 5.9 years and 45.8% were obese. Prevalence of HbA1c < 7.0% was about one-third. Predominant prescription choices were biguanides and sulphonylureas. Malays, insulin usage, and elevated triglyceride levels were associated with high HbA1c variability across both HbA1c variability models. This study highlights that by recognizing the factors linking to HbA1c variability, clinicians can have more insights during patient monitoring and management. HbA1c variability can be a valuable measure as it does not require additional cost and can provide extra insight about patient's condition. Further investigation is needed to explore the impact of ethnicity on HbA1c variability.

Indexed as

Diabetes Mellitus, Type 2Glycated HemoglobinAdultAgedBlood GlucoseFemaleHumansHypoglycemic AgentsMalaysiaMaleMiddle AgedPrimary Health CareRetrospective StudiesBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanHypoglycemic Agents

Identifiers

PMID40659705
PMCPMC12260090

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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.