Cai Jiahao, Zhao Lei, Li Nanfang, Xiao Zijin, Huang Guiwu
School of Pediatrics, Guangzhou Medical University, China.
Department of Neurology, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, China.
Heliyon. 2024 Aug 23;10(17):e36835. doi: 10.1016/j.heliyon.2024.e36835. eCollection 2024 Sep 15.
Obesity is linked to a variety of psychosocial and behavioral outcomes but the causalities remain unclear yet. Determining the causalities and distinguishing between the separate effects of childhood and adult obesity is critical to develop more targeted strategies to prevent adverse outcomes.
With single nucleotide polymorphisms (SNPs) used as genetic variables, we employed univariable Mendelian randomization (UVMR) to explore the causalities between childhood and adult body mass index (BMI) and socioeconomic status, psychological status, and substance use. Genetic data for childhood and adult BMI came respectively from 47,541 children aged 10 years and 339,224 adult participants. The outcome data were obtained from corresponding consortia. The direct impact of childhood BMI and adult BMI was then examined using a multivariable MR (MVMR).
UVMR found that higher childhood BMI was linked causally to lower household income (β = -0.06, 95 % CI = -0.08 ∼ -0.03, P = 4.86 × 10), decreased subjective well-being (β = -0.07, 95 % CI = -0.12 ∼ -0.03, P = 1.74 × 10), and an increased tendency of smoking regularly (OR = 1.12, 95 % CI = 1.04-1.20, P = 1.52 × 10). Similar results were observed in adult BMI. MVMR further revealed that after adjusting with adult BMI, childhood BMI remained an isolated impact on household income. The impacts of adult BMI on the outcomes were diminished when adjusting with childhood BMI.
The findings indicate the impacts of childhood obesity on subjective well-being and smoking initiation are a result of higher BMI sustaining into adulthood, whereas the effect on household income is attributed to a lasting impact of obesity in early life. The results would help facilitate more targeted strategies for obesity management to prevent adverse outcomes.
肥胖与多种心理社会和行为结果相关,但因果关系尚不清楚。确定因果关系并区分儿童期肥胖和成人期肥胖的单独影响对于制定更具针对性的策略以预防不良后果至关重要。
以单核苷酸多态性(SNP)作为遗传变量,我们采用单变量孟德尔随机化(UVMR)来探究儿童期和成人期体重指数(BMI)与社会经济地位、心理状态和物质使用之间的因果关系。儿童期和成人期BMI的遗传数据分别来自47541名10岁儿童和339224名成年参与者。结局数据从相应的联盟获得。然后使用多变量MR(MVMR)检查儿童期BMI和成人期BMI的直接影响。
UVMR发现,儿童期较高的BMI与较低的家庭收入(β = -0.06,95%CI = -0.08 ∼ -0.03,P = 4.86×10)、主观幸福感降低(β = -0.07,95%CI = -0.12 ∼ -0.03,P = 1.74×10)以及定期吸烟倾向增加(OR = 1.12,95%CI = 1.04 - 1.20,P = 1.52×10)存在因果关系。在成人BMI中也观察到类似结果。MVMR进一步显示,在调整成人BMI后,儿童期BMI对家庭收入仍有独立影响。在调整儿童期BMI后,成人BMI对结局的影响减弱。
研究结果表明,儿童期肥胖对主观幸福感和吸烟起始的影响是较高的BMI持续到成年期的结果,而对家庭收入的影响则归因于早期生活中肥胖的持久影响。这些结果将有助于推动更具针对性的肥胖管理策略以预防不良后果。