Division of General Medicine, University of Michigan, Ann Arbor, Michigan.
Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan.
Am J Epidemiol. 2018 Jan 1;187(1):103-112. doi: 10.1093/aje/kwx198.
Multimorbidity is prevalent, but its optimal quantification and associations with mortality rate and physical functioning in young through older adults are uncertain. We used data collected using the Short Form-36 in the Nurses' Health Study (enrollment started in 1976), Nurses' Health Study II (begun in 1989), and Health Professionals Follow-up Study (begun in 1986) to identify associations of a multimorbidity-weighted index (MWI) and common alternative indices with mortality and future physical functioning. We used Cox proportional hazard ratios to determine incident 10-year mortality and general linear models to obtain coefficients for the associations of MWI with 4- and 8-year physical functioning. At baseline, mean values for the 219,950 participants were 55.0 (standard deviation, 3.7) years for age; 3.8 (range, 0-51) for MWI; 2.7 (range, 0-23) for disease count, and 0.43 (range, 0-13) for Charlson Comorbidity Index (CCI). During follow-up, 23,709 deaths (10.8%) occurred. CCI, MWI, and disease count were 0 for 77%, 12%, and 19% of participants, respectively. When comparing persons in the highest quartiles with those in the lowest, the hazard ratios for mortality were 6.04 (95% confidence interval (CI): 6.00, 6.09; P for trend < 0.0001) for the MWI, 4.86 (95% CI: 4.81, 4.91; P for trend < 0.0001) for disease count, and 3.29 (95% CI: 3.26, 3.32; P for trend < 0.0001) for the CCI. For future physical functioning, MWI had the best model fit and explained the greatest variance. Multimorbidity has important associations with future physical functioning and mortality that are easily captured with a readily measured index.
多种疾病普遍存在,但目前尚不确定其最佳量化方法以及与年轻至老年人群死亡率和身体机能的关系。我们使用在护士健康研究(1976 年开始招募)、护士健康研究 II(1989 年开始)和健康专业人员随访研究(1986 年开始)中收集的简短表格 36 数据,来确定多种疾病加权指数(MWI)和常见替代指数与死亡率和未来身体机能的关系。我们使用 Cox 比例风险比来确定 10 年的发病率死亡率,以及使用一般线性模型来获得 MWI 与 4 年和 8 年身体机能的关联系数。在基线时,219950 名参与者的平均年龄为 55.0 岁(标准差为 3.7);MWI 为 3.8(范围为 0-51);疾病数量为 2.7(范围为 0-23);Charlson 合并症指数(CCI)为 0.43(范围为 0-13)。在随访期间,有 23709 人死亡(10.8%)。CCI、MWI 和疾病数量分别为 0 的参与者比例分别为 77%、12%和 19%。当将最高四分位数的人与最低四分位数的人进行比较时,死亡率的危险比分别为 MWI 6.04(95%置信区间(CI):6.00,6.09;P<0.0001),疾病数量 4.86(95% CI:4.81,4.91;P<0.0001)和 CCI 3.29(95% CI:3.26,3.32;P<0.0001)。对于未来的身体机能,MWI 具有最佳的模型拟合度,并解释了最大的方差。多种疾病与未来身体机能和死亡率密切相关,易于通过易于测量的指数来捕捉。