Division of Adolescent and Young Adult Medicine, University of California, San Francisco, San Francisco, California.
Department of Sociology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.
Int J Eat Disord. 2019 Jul;52(7):825-833. doi: 10.1002/eat.23083. Epub 2019 Apr 17.
The relationship between genetic risk for body mass index (BMI) and weight control behaviors remains unknown. The objectives of this study were to determine the association between genetic risk for BMI and weight control behaviors in young adults, and to examine actual measured BMI as a potential mediator variable.
We analyzed data from three data collection waves of the National Longitudinal Study of Adolescent to Adult Health. The BMI polygenic score (PGS) was based on published genome-wide association studies for BMI. BMI was collected at 11-18 years and 18-26 years. Weight control behaviors included self-reported: (a) weight loss behaviors (dieting, vomiting, fasting/skipping meals, diet pills, laxatives, or diuretic use to lose weight) and (b) weight gain behaviors (eating more or different foods than normal, taking supplements to gain weight).
Among 4,397 participants, the BMI PGS was associated with higher odds of weight loss behaviors in females (OR 1.24, 95% CI 1.14-1.35) and males (OR 1.43, 95% CI 1.26-1.62), and this association was mediated by BMI (indirect effect 0.04, 95% CI 0.03-0.05 in females and 0.03, 95% CI 0.03-0.04 in males). The BMI PGS was associated with lower odds of weight gain behaviors in females and males, which was also mediated by actual BMI.
The BMI PGS was associated with weight loss behaviors in both males and females, and this association was mediated by actual measured BMI. Clinical interventions to prevent high BMI, particularly for individuals with genetic risk, may also prevent subsequent development of potentially unhealthy weight loss behaviors.
身体质量指数(BMI)遗传风险与体重控制行为之间的关系尚不清楚。本研究的目的是确定年轻成年人 BMI 遗传风险与体重控制行为之间的关系,并检验实际测量的 BMI 是否为潜在的中介变量。
我们分析了全国青少年至成人健康纵向研究(National Longitudinal Study of Adolescent to Adult Health)三个数据收集阶段的数据。BMI 多基因评分(PGS)基于 BMI 的已发表全基因组关联研究。BMI 在 11-18 岁和 18-26 岁时进行测量。体重控制行为包括自我报告的:(a)减肥行为(节食、呕吐、禁食/不吃饭、服用减肥药、使用泻药或利尿剂减肥)和(b)增重行为(比平时多吃或吃不同的食物,服用补品增重)。
在 4397 名参与者中,BMI PGS 与女性(OR 1.24,95%CI 1.14-1.35)和男性(OR 1.43,95%CI 1.26-1.62)发生减肥行为的几率较高相关,且该相关性由 BMI 介导(女性间接效应为 0.04,95%CI 0.03-0.05,男性为 0.03,95%CI 0.03-0.04)。BMI PGS 与女性和男性发生增重行为的几率较低相关,这也由实际 BMI 介导。
BMI PGS 与男性和女性的减肥行为相关,这种相关性由实际测量的 BMI 介导。针对具有遗传风险的个体预防 BMI 升高的临床干预措施也可能预防随后发展为潜在不健康的减肥行为。