Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia.
Diabet Med. 2011 Apr;28(4):428-35. doi: 10.1111/j.1464-5491.2010.03189.x.
To develop a model for predicting life expectancy following major diabetes-related complications and to summarize these results by age and gender in the form of a simple table.
Equations for forecasting mortality were derived using an observational cohort of 12,792 patients who had one of the following complications of diabetes: myocardial infarction, stroke, heart failure, amputation or renal failure, recorded in administrative health and mortality data from the state of Western Australia between 1990 and 1999. Logistic regression was used to estimate mortality within the first month post-event and a Gompertz proportional hazards model was used to estimate survival over the patients' remaining lifetime. After examining the internal validity over a 5-year period, these equations were used to estimate remaining life expectancy by age and sex following specific complications.
Of the complications examined, renal failure had most impact on life expectancy at all ages, followed by heart failure; the best prognosis was following stroke, myocardial infarction and amputation. For a 60-year-old male, life expectancy immediately post-event ranged from 10.1 years (95% CI 9.4-10.8 years) for stroke to 4.3 years (95% CI 3.1-6.1 years) for renal failure. Life expectancies for women at 60 and 70 years of age were significantly lower than men following myocardial infarction and significantly higher than men following heart failure and amputation at 70 and 80 years of age.
The model allows estimation of both survival probability and life expectancy post-event for men and women of any age. The summary table may provide a useful and simple reference for clinicians and diabetes specialists.
建立一个预测主要糖尿病相关并发症后预期寿命的模型,并以表格形式按年龄和性别总结这些结果。
使用 1990 年至 1999 年在西澳大利亚州的医疗保健和死亡率数据中记录的以下一种糖尿病并发症(心肌梗死、中风、心力衰竭、截肢或肾衰竭)的观察性队列,为预测死亡率的方程。使用逻辑回归估计事件后第一个月内的死亡率,并使用戈珀兹比例风险模型估计患者剩余寿命的生存率。在经过 5 年的内部有效性检验后,这些方程用于根据特定并发症估计特定年龄和性别的剩余预期寿命。
在所检查的并发症中,肾衰竭对所有年龄段的预期寿命影响最大,其次是心力衰竭;中风的预后最好,其次是心肌梗死和截肢。对于 60 岁的男性,事件后立即的预期寿命范围从中风的 10.1 年(95%CI9.4-10.8 年)到肾衰竭的 4.3 年(95%CI3.1-6.1 年)。60 岁和 70 岁女性的预期寿命明显低于男性,心肌梗死后的预期寿命明显高于 70 岁和 80 岁女性的心力衰竭和截肢后的预期寿命。
该模型可用于估计任何年龄男性和女性的生存概率和事件后预期寿命。该汇总表可为临床医生和糖尿病专家提供有用且简单的参考。