Wang Meng, Yi Yanqing, Roebothan Barbara, Colbourne Jennifer, Maddalena Victor, Sun Guang, Wang Peizhong Peter
Division of Community Health & Humanities, 300 Prince Philip Drive, St. John's, NL, A1B 3V6, Canada.
Discipline of Medicine, Faculty of Medicine, Memorial University, St. John's, NF, Canada.
BMC Public Health. 2017 Dec 4;17(1):929. doi: 10.1186/s12889-017-4917-0.
This study aims to characterize the heterogeneity in BMI trajectories and evaluate how different BMI trajectories predict mortality risk in Canadian seniors.
Data came from the Canadian National Population Health Survey (NPHS, 1994-2011) and 1480 individuals aged 65-79 years with at least four BMI records were included in this study. Group-based trajectory model was used to identify distinct subgroups of longitudinal trajectories of BMI measured over 19 years for men and women. Cox proportional hazards models were used to examine the association between BMI trajectories and mortality risks.
Distinct trajectory patterns were found for men and women: 'Normal Weight-Down'(N-D), 'Overweight-Normal weight' (OV-N), 'Obese I-Down' (OB I-D), and 'Obese II- Down' (OB II-D) for women; and 'Normal Weight-Down' (N-D), 'Overweight-Normal weight' (OV-N), 'Overweight-Stable' (OV-S), and 'Obese-Stable' (OB-S) for men. Comparing with OV-N, men in the OV-S group had the lowest mortality risk followed by the N-D (HR = 1.66) and OB-S (HR = 1.98) groups, after adjusting for covariates. Compared with OV-N, women in the OB II-D group with three or more chronic health conditions had higher mortality risk (HR = 1.61); however, women in OB II-D had lower risk (HR = 0.56) if they had less than three conditions.
The course of BMI over time in Canadian seniors appears to follow one of four different patterns depending on gender. The findings suggest that men who were overweight at age 65 and lost weight over time had the lowest mortality risk. Interestingly, obese women with decreasing BMI have different mortality risks, depending on their chronic health conditions. The findings provide new insights concerning the associations between BMI and mortality risk.
本研究旨在描述体重指数(BMI)轨迹的异质性,并评估不同的BMI轨迹如何预测加拿大老年人的死亡风险。
数据来自加拿大国家人口健康调查(NPHS,1994 - 2011年),本研究纳入了1480名年龄在65 - 79岁且至少有四次BMI记录的个体。基于群体的轨迹模型用于识别19年间男性和女性BMI纵向轨迹的不同亚组。Cox比例风险模型用于检验BMI轨迹与死亡风险之间的关联。
男性和女性发现了不同的轨迹模式:女性为“正常体重 - 下降”(N - D)、“超重 - 正常体重”(OV - N)、“肥胖I - 下降”(OB I - D)和“肥胖II - 下降”(OB II - D);男性为“正常体重 - 下降”(N - D)、“超重 - 正常体重”(OV - N)、“超重 - 稳定”(OV - S)和“肥胖 - 稳定”(OB - S)。在调整协变量后,与OV - N组相比,OV - S组的男性死亡风险最低,其次是N - D组(风险比[HR] = 1.66)和OB - S组(HR = 1.98)。与OV - N组相比,患有三种或更多慢性健康状况的OB II - D组女性死亡风险更高(HR = 1.61);然而,如果患有少于三种慢性健康状况,OB II - D组的女性风险较低(HR = 0.56)。
加拿大老年人随时间变化的BMI过程似乎根据性别遵循四种不同模式之一。研究结果表明,65岁时超重且随时间体重下降的男性死亡风险最低。有趣的是,BMI下降的肥胖女性根据其慢性健康状况有不同的死亡风险。这些发现为BMI与死亡风险之间的关联提供了新的见解。