Evidence mapPaperPMID 42290865Full record

ArticleFrontiers in endocrinology2026

Secular trends in HbA1c levels among children and adolescents with type 1 diabetes.

Jung Chou, Chao-Hsu Lin, Shih-Kai Kevin Lin, Yann-Jinn Lee, Chi-Yu Huang, Yu-En Kao, Jia-Cian Yu, Wei-Hsin Ting

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Article in Frontiers in endocrinology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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8 authors.

Jung ChouDepartment of Pediatric Endocrinology, MacKay Children's Hospital, Taipei, Taiwan.
Chao-Hsu LinDepartment of Pediatric Endocrinology, Hsinchu MacKay Memorial Hospital, Hsinchu, Taiwan.
Shih-Kai Kevin LinDepartment of Public Health, Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan.
Yann-Jinn LeeDepartment of Pediatric Endocrinology, MacKay Children's Hospital, Taipei, Taiwan.
Chi-Yu HuangDepartment of Pediatric Endocrinology, MacKay Children's Hospital, Taipei, Taiwan.
Yu-En KaoDepartment of Pediatric Endocrinology, MacKay Children's Hospital, Taipei, Taiwan.
Jia-Cian YuDepartment of Pediatric Endocrinology, MacKay Children's Hospital, Taipei, Taiwan.
Wei-Hsin TingDepartment of Pediatric Endocrinology, MacKay Children's Hospital, Taipei, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The management of type 1 diabetes (T1D) has significantly improved over the past two decades in parallel with advancements such as medical nutrition therapy, long-acting and rapid-acting insulin analogues, reimbursement for blood glucose test strips for T1D in Taiwan, and the widespread use of continuous glucose monitoring (CGM). This study aimed to evaluate whether glycemic control has improved among children and adolescents with T1D at MacKay Children's Hospital and Hsinchu MacKay Memorial Hospital from January 1, 2000, to December 31, 2023, and to investigate whether trends varied by sociodemographic factors. Materials and methods: We analyzed electronic medical records of 688 patients with T1D, registered between 1st, Jan, 2000 and 31th, Dec, 2023 from MacKay Children's Hospital and Hsinchu MacKay Children's Hospital, which contained repeated measures of HbA1c. HbA1c levels and achievement rate of optimal HbA1c level, defined as HbA1c <7.0%, were treated as outcome variables for analysis. A linear mixed-effects model (LME) with a random intercept per patient was used as the primary analytic approach to estimate the calendar-year trend in HbA1c, adjusting for diabetes duration at each visit, sex, DKA status, and age group at diagnosis. Formal interaction terms between calendar year and each subgroup variable were tested using likelihood ratio tests (LRT). For the binary outcome of HbA1c <7.0%, a generalized estimating equations (GEE) approach with an exchangeable correlation structure was applied. All analyses were performed using R software (version 4.3.2). Results: In the LME, HbA1c declined significantly over the study period after adjusting for diabetes duration and patient characteristics (β = -0.037% per year, 95% CI -0.053 to -0.021, p < 0.001), corresponding to an estimated overall decrease of approximately 0.84% over 23 years. The annual mean HbA1c decreased from 9.17% in 2000 to 7.99% in 2023. Formal interaction testing revealed that the rate of HbA1c improvement differed significantly by sex (LRT p = 0.002), DKA status at presentation (LRT p < 0.001), and age group at diagnosis (LRT p < 0.001). Female patients and those without DKA at presentation showed more pronounced calendar-year improvements. Adolescents diagnosed at 12-18 years consistently exhibited the highest HbA1c levels (β = +0.790% vs. 0-6 yr group, p < 0.001), but also showed the steepest rate of improvement (β = -0.084%/yr). The proportion of HbA1c measurements below 7.0% showed a statistically significant increase per GEE analysis (OR = 1.029 per year, 95% CI 1.011-1.047, p = 0.002), although the annual achievement rate trend did not reach significance by Kendall's tau (τ = 0.16, p = 0.29). Conclusions: HbA1c levels among children and adolescents with T1D showed a statistically significant declining trend over 23 years at two centers in Taiwan, in parallel with the progressive adoption of diabetes technology and evolving NHI policy. The rate of improvement differed significantly across subgroups defined by sex, DKA status at presentation, and age group at diagnosis. Despite overall improvement, the 12-18 year age group consistently maintained the highest HbA1c levels throughout follow-up, and the youngest (0-6 year) group showed no significant secular improvement, highlighting persistent clinical challenges across developmental stages.

Indexed as

Diabetes Mellitus, Type 1Glycated HemoglobinAdolescentBlood GlucoseChildChild, PreschoolContinuous Glucose MonitoringFemaleGlycemic ControlHumansMaleTaiwanBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanglycemic controlHbA1clinear mixed-effects modelspediatricsecular trendstype 1 diabetes

Identifiers

PMID42290865
PMCPMC13253463

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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.