Kusumastuti Sasmita, Gerds Thomas Alexander, Lund Rikke, Mortensen Erik Lykke, Westendorp Rudi G J
Section of Social Medicine, Department of Public Health, University of Copenhagen, Copenhagen, Denmark; Center for Healthy Aging, University of Copenhagen, Copenhagen, Denmark.
Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
Eur J Intern Med. 2017 Jul;42:29-38. doi: 10.1016/j.ejim.2017.05.016. Epub 2017 Jun 2.
To investigate the added value of comorbidity, frailty, and subjective health to mortality predictions in community-dwelling older people and whether it changes with increasing age.
36,751 community-dwelling subjects aged 50-100 from the longitudinal Survey of Health, Ageing, and Retirement in Europe.
Mortality risk associated with Comorbidity Index, Frailty Index, Frailty Phenotype, and subjective health was analysed using Cox regression. The extent to which health indicators modified individual mortality risk predictions was examined and the added ability to discriminate mortality risks was assessed.
Three-year mortality risks, hazard ratios, change in individual mortality risks, three-year area under the receiver operating characteristic curve (AUC).
Three-year mortality risks increased 41-folds within an age span of 50years. Hazard ratios per change in health indicator became less significant with increasing age (p-value<0·001). AUC for three-year mortality prediction based on age and sex was 76·9% (95% CI 75·5% to 78·3%). Information on health indicators modified individual three-year mortality risk predictions up to 30%, both upwards and downwards, each adding <2% discriminative power. The added discrimination ability of all health indicators gradually declined from an extra 4% at age 50-59 to <1% in the oldest old. Trends were similar for one-year mortality and not different between sexes, levels of education, and household income.
Calendar age encompasses most of the discrimination ability to predict mortality. The added value of comorbidity, frailty, and subjective health to mortality predictions decreases with increasing age.
探讨合并症、衰弱和主观健康状况对社区居住老年人死亡率预测的附加价值,以及其是否随年龄增长而变化。
来自欧洲健康、老龄化和退休纵向调查的36751名年龄在50 - 100岁的社区居住受试者。
使用Cox回归分析与合并症指数、衰弱指数、衰弱表型和主观健康状况相关的死亡风险。检查健康指标对个体死亡风险预测的修正程度,并评估区分死亡风险的附加能力。
三年死亡风险、风险比、个体死亡风险变化、三年受试者工作特征曲线下面积(AUC)。
在50年的年龄跨度内,三年死亡风险增加了41倍。随着年龄增长,健康指标每变化一次的风险比变得不那么显著(p值<0.001)。基于年龄和性别的三年死亡预测的AUC为76.9%(95%CI 75.5%至78.3%)。健康指标信息对个体三年死亡风险预测的修正幅度高达30%,包括向上和向下修正,每个指标增加的判别能力<2%。所有健康指标的附加判别能力从50 - 59岁时的额外4%逐渐下降到最年长者的<1%。一年死亡率的趋势相似,且在性别、教育水平和家庭收入方面无差异。
日历年龄涵盖了预测死亡率的大部分判别能力。合并症、衰弱和主观健康状况对死亡率预测的附加价值随年龄增长而降低。