Distinct HbA1c trajectories in a type 2 diabetes cohort

被引:47
作者
Walraven, Iris [1 ,2 ,3 ]
Mast, M. Ruth [1 ,4 ]
Hoekstra, Trynke [1 ,2 ,5 ]
Jansen, A. P. Danielle [1 ,6 ]
van der Heijden, Amber A. W. A. [1 ,6 ]
Rauh, Simone P. [1 ,2 ]
Rutters, Femke [1 ,2 ]
van't Riet, Esther [1 ,2 ,6 ]
Elders, Petra J. M. [1 ,6 ]
Moll, Annette C. [1 ,3 ]
Polak, Bettine C. P. [1 ,3 ]
Dekker, Jacqueline M. [1 ,2 ]
Nijpels, Giel [1 ,6 ]
机构
[1] Vrije Univ Amsterdam Med Ctr, EMGO Inst Hlth & Care Res, NL-1007 MB Amsterdam, Netherlands
[2] Vrije Univ Amsterdam Med Ctr, Dept Epidemiol & Biostat, NL-1007 MB Amsterdam, Netherlands
[3] Vrije Univ Amsterdam Med Ctr, Dept Ophthalmol, NL-1007 MB Amsterdam, Netherlands
[4] Vrije Univ Amsterdam Med Ctr, Dept Clin Pharmacol & Pharm, NL-1007 MB Amsterdam, Netherlands
[5] Vrije Univ Amsterdam, Fac Earth & Life Sci, Dept Hlth Sci, Amsterdam, Netherlands
[6] Vrije Univ Amsterdam Med Ctr, Dept Gen Practice & Elderly Care Med, NL-1007 MB Amsterdam, Netherlands
关键词
HbA1c; Longitudinal; Epidemiology; Personalized care; Latent class growth modeling; Type; 2; diabetes; GLYCEMIC CONTROL; RISK-FACTORS; CARE; HYPERGLYCEMIA; PROGRESSION; RETINOPATHY; MELLITUS; GLUCOSE; COMPLICATIONS; PREDICTORS;
D O I
10.1007/s00592-014-0633-8
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The aim of this study was to identify subgroups of type 2 diabetes mellitus patients with distinct hemoglobin A1c (HbA1c) trajectories. Subgroup characteristics were determined and the prevalence of microvascular complications over time was investigated. Data from a cohort of 5,423 type 2 diabetes patients from a managed primary care system were used [mean follow-up 5.7 years (range 2-9 years)]. Latent class growth modeling was used to identify subgroups of patients with distinct HbA1c trajectories. Multinomial logistic regression analyses were conducted to determine which characteristics were associated with different classes. Four subgroups were identified. The first and largest subgroup (83 %) maintained good glycemic control over time (HbA1c a parts per thousand currency sign53 mmol/mol), the second subgroup (8 %) initially showed severe hyperglycemia, but reached the recommended HbA1c target within 2 years. Patients within this subgroup had significantly higher baseline HbA1c levels but were otherwise similar to the good glycemic control group. The third subgroup (5 %) showed hyperglycemia and a delayed response without reaching the recommended HbA1c target. The fourth subgroup (3.0 %) showed deteriorating hyperglycemia over time. Patients within the last two subgroups were significantly younger, had higher HbA1c levels and a longer diabetes duration at baseline. These subgroups also showed a higher prevalence of retinopathy and microalbuminuria. Four subgroups with distinct HbA1c trajectories were identified. More than 90 % reached and maintained good glycemic control (subgroup one and two). Patients within the two subgroups that showed a more unfavorable course of glycemic control were younger, had higher HbA1c levels and a longer diabetes duration at baseline.
引用
收藏
页码:267 / 275
页数:9
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