Clinical Research Centre, Sarawak General Hospital, Ministry of Health, Kuching, Malaysia.
Health Clinic Seremban 2, Ministry of Health, Seremban, Malaysia.
J Diabetes Res. 2018 Jul 11;2018:4638327. doi: 10.1155/2018/4638327. eCollection 2018.
This study aims to determine the all-cause mortality and the associated risk factors for all-cause mortality among the prevalent type 2 diabetes mellitus (T2DM) patients within five years' period and to develop a screening tool to determine high-risk patients.
This is a cohort study of T2DM patients in the national diabetes registry, Malaysia. Patients' particulars were derived from the database between 1st January 2009 and 31st December 2009. Their records were matched with the national death record at the end of year 2013 to determine the status after five years. The factors associated with mortality were investigated, and a prognostic model was developed based on logistic regression model.
There were 69,555 records analyzed. The mortality rate was 1.4 persons per 100 person-years. The major cause of death were diseases of the circulatory system (28.4%), infectious and parasitic diseases (19.7%), and respiratory system (16.0%). The risk factors of mortality within five years were age group ( < 0.001), body mass index category ( < 0.001), duration of diabetes ( < 0.001), retinopathy ( = 0.001), ischaemic heart disease ( < 0.001), cerebrovascular ( = 0.007), nephropathy ( = 0.001), and foot problem ( = 0.001). The sensitivity and specificity of the proposed model was fairly strong with 70.2% and 61.3%, respectively.
The elderly and underweight T2DM patients with complications have higher risk for mortality within five years. The model has moderate accuracy; the prognostic model can be used as a screening tool to classify T2DM patients who are at higher risk for mortality within five years.
本研究旨在确定五年内患有常见 2 型糖尿病(T2DM)患者的全因死亡率及其相关危险因素,并开发一种筛查工具以确定高危患者。
这是一项在马来西亚国家糖尿病登记处进行的 T2DM 患者队列研究。患者的详细信息来自于 2009 年 1 月 1 日至 2009 年 12 月 31 日的数据库。在 2013 年底将他们的记录与全国死亡记录进行匹配,以确定五年后的状况。调查了与死亡率相关的因素,并基于逻辑回归模型开发了预后模型。
共分析了 69555 份记录。死亡率为每 100 人年 1.4 人。主要死亡原因是循环系统疾病(28.4%)、传染病和寄生虫病(19.7%)以及呼吸系统疾病(16.0%)。五年内死亡的危险因素是年龄组(<0.001)、体重指数类别(<0.001)、糖尿病病程(<0.001)、视网膜病变(=0.001)、缺血性心脏病(<0.001)、脑血管病(=0.007)、肾病(=0.001)和足部问题(=0.001)。该模型的敏感性和特异性分别为 70.2%和 61.3%,相当强。
五年内,患有并发症的老年和体重不足的 T2DM 患者的死亡率更高。该模型具有中等准确性;该预后模型可作为一种筛查工具,用于对五年内死亡率较高的 T2DM 患者进行分类。