Guillen-Aguinaga Sara, Forga Luis, Brugos-Larumbe Antonio, Guillen-Grima Francisco, Guillen-Aguinaga Laura, Aguinaga-Ontoso Ines
Azpilagaña Health Center, Navarra Health Service, 31008 Pamplona, Navarra, Spain.
Department of Health Sciences, Public University of Navarra (UPNA), 31008 Pamplona, Navarra, Spain.
J Clin Med. 2021 Dec 14;10(24):5854. doi: 10.3390/jcm10245854.
Type 2 diabetes (T2D) is associated with increased cardiovascular morbidity, mortality, and hospital admissions. This study aimed to analyze how the differences in delivered care (variability of glycosylated hemoglobin (HbA1c) achieved targets) affect hospital admissions for cardiovascular events (CVEs) in T2D patients. Methods: We analyzed the electronic records in primary care health centers at Navarra (Spain) and hospital admission for CVEs. We followed 26,435 patients with T2D from 2012 to 2016. The variables collected were age, sex, health center, general practitioner practice (GPP), and income. The clinical variables were diagnosis of T2D, weight, height, body mass index (BMI), blood pressure (BP), HbA1c, low-density lipoprotein cholesterol (LDL-C), smoking, and antecedents of CVEs. We calculated, in each GPP practice, the proportion of patients with HbA1c ≥ 9. A non-hierarchical K-means cluster analysis classified GPPs into two clusters according to the level of compliance with HbA1C ≥ 9% control indicators. We used logistic and Cox regressions. Results: T2D patients had a higher probability of admission for CVEs when they belonged to a GPP in the worst control cluster of HbA1C ≥ 9% (HR = 1.151; 95% CI, 1.032-1.284).
2型糖尿病(T2D)与心血管疾病发病率、死亡率及住院率的增加相关。本研究旨在分析所提供护理的差异(糖化血红蛋白(HbA1c)达标情况的变异性)如何影响T2D患者心血管事件(CVE)的住院率。方法:我们分析了西班牙纳瓦拉初级保健健康中心的电子记录以及CVE的住院情况。我们在2012年至2016年期间随访了26435例T2D患者。收集的变量包括年龄、性别、健康中心、全科医生执业机构(GPP)和收入。临床变量包括T2D诊断、体重、身高、体重指数(BMI)、血压(BP)、HbA1c、低密度脂蛋白胆固醇(LDL-C)、吸烟情况以及CVE病史。我们计算了每个GPP执业机构中HbA1c≥9%的患者比例。采用非分层K均值聚类分析根据HbA1C≥9%控制指标的达标水平将GPPs分为两个聚类。我们使用了逻辑回归和Cox回归。结果:当T2D患者所属的GPP处于HbA1C≥9%的最差控制聚类时,其因CVE住院的可能性更高(HR = 1.151;95%CI,1.032 - 1.284)。