Harhay Meera N, Kim Yuna, Milliron Brandy-Joe, Robinson Lucy F
Department of Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania, USA.
Department of Epidemiology and Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania, USA.
Kidney Int Rep. 2023 May 2;8(7):1352-1362. doi: 10.1016/j.ekir.2023.04.022. eCollection 2023 Jul.
Although people with chronic kidney disease (CKD) and obesity have important motivations to lose weight, weight loss is also associated with health risks. We examined whether patterns of change in systolic blood pressure (SBP), serum albumin level, and fat-free mass (FFM) can help to differentiate between healthy and high-risk weight loss in this population.
Using data from the Chronic Renal Insufficiency Cohort Study (CRIC), we estimated a joint multivariate latent class model with 6 classes to identify distinct trajectories of body mass index (BMI), albumin, and SBP among participants with obesity (BMI ≥30 kg/m at baseline), accounting for informative missingness from death. In a secondary analysis, we fit a 6-class model with BMI and FFM.
Among 2831 participants (median baseline BMI 35.6, interquartile range [IQR] 32.4-40.0 kg/m), median follow-up was 6.8 (IQR 4.8-12.9) years, median age was 61 (IQR 54-67) years, 53% were male, 50% were non-Hispanic Black, and 82% were trying to control or lose weight at baseline. Latent classes were associated with mortality risk (5-year cumulative incidence of mortality 6.8% and 1.5% in class 6 and 3, respectively). Class 6 had the highest mortality rate and was characterized by early, steep BMI loss, early serum albumin decline, and late SBP increase. In the secondary analysis, a class characterized by steep BMI and FFM loss was associated with the highest death risk.
Among adults with CKD and obesity, BMI loss with concomitant serum albumin or FFM loss was associated with a high risk of death.
尽管慢性肾脏病(CKD)患者和肥胖者有重要的减肥动机,但体重减轻也与健康风险相关。我们研究了收缩压(SBP)、血清白蛋白水平和去脂体重(FFM)的变化模式是否有助于区分该人群中健康的体重减轻和高风险的体重减轻。
利用慢性肾功能不全队列研究(CRIC)的数据,我们估计了一个具有6个类别的联合多变量潜在类别模型,以识别肥胖参与者(基线时BMI≥30 kg/m²)中体重指数(BMI)、白蛋白和SBP的不同轨迹,并考虑死亡导致的信息缺失。在二次分析中,我们拟合了一个包含BMI和FFM的6类模型。
在2831名参与者中(基线BMI中位数为35.6,四分位间距[IQR]为32.4 - 40.0 kg/m²),中位随访时间为6.8(IQR 4.8 - 12.9)年,中位年龄为61(IQR 54 - 67)岁,53%为男性,50%为非西班牙裔黑人,82%在基线时试图控制体重或减肥。潜在类别与死亡风险相关(6类和3类的5年累积死亡率分别为6.8%和1.5%)。6类的死亡率最高,其特征是BMI早期急剧下降、血清白蛋白早期下降以及SBP后期升高。在二次分析中,以BMI和FFM急剧下降为特征的类别与最高死亡风险相关。
在患有CKD和肥胖的成年人中,BMI下降伴随血清白蛋白或FFM下降与高死亡风险相关。