Chen Wenhui, Feng Jia, Jiang Shuwen, Guo Jie, Zhang XiaoLin, Zhang Xiaoguan, Wang Cunchuan, Ma Yi, Dong Zhiyong
Department of Metabolic and Bariatric Surgery, The First Affiliated Hospital of Jinan University, Guangzhou 510632, China.
Institute of Biomedicine, Department of Cellular Biology, Jinan University, Guangzhou 510632, China.
J Affect Disord. 2023 Oct 15;339:807-814. doi: 10.1016/j.jad.2023.07.044. Epub 2023 Jul 19.
Obesity have been showed to be strongly associated with psychiatric disorders, but the exact causality and the direction of the relationship remain inconclusive. Thus, we aimed to identify the causal associations between obesity and psychiatric disorders using two-sample Mendelian randomization (MR).
Single-nucleotide polymorphisms associated with obesity, including body mass index (BMI), waist-hip ratio (WHR), and waist-hip ratio adjusted for BMI (WHRadjBMI), were extracted from a genome-wide association study of 694,649 European ancestry from the GIANT consortium. Summary level data for 10 psychiatric disorders were obtained from the Psychiatric Genomics Consortium. Inverse-variance weighted (IVW) method was used as the primary analysis, while several sensitivity analyses were applied to evaluate heterogeneity and pleiotropy.
The main MR results suggested higher BMI or WHR was positively causally associated with an increased risk of attention deficit hyperactivity disorder (ADHD), anorexia nervosa (AN), post-traumatic stress disorder (PTSD), major depressive disorder (MDD) and Alzheimer's disease (ALZ), but negatively causally associated with an increased risk of obsessive-compulsive disorder (OCD) and schizophrenia. For the reverse direction, ADHD and MDD were associated with an increased risk of obesity, but schizophrenia and ALZ were associated with a decreased risk of obesity.
Our findings support evidence of causal relationships between obesity and ADHD, MDD, PTSD, ALZ, SCZ, AN, and OCD, and confirmed the bidirectional causal relationships between obesity and ADHD, MDD, SCZ, and ALZ.
肥胖已被证明与精神疾病密切相关,但确切的因果关系和关联方向仍无定论。因此,我们旨在使用两样本孟德尔随机化(MR)方法来确定肥胖与精神疾病之间的因果关联。
从GIANT联盟对694,649名欧洲血统个体进行的全基因组关联研究中提取与肥胖相关的单核苷酸多态性,包括体重指数(BMI)、腰臀比(WHR)以及调整BMI后的腰臀比(WHRadjBMI)。从精神基因组学联盟获得10种精神疾病的汇总水平数据。采用逆方差加权(IVW)方法作为主要分析方法,同时应用多种敏感性分析来评估异质性和多效性。
主要的MR结果表明,较高的BMI或WHR与注意力缺陷多动障碍(ADHD)、神经性厌食症(AN)、创伤后应激障碍(PTSD)、重度抑郁症(MDD)和阿尔茨海默病(ALZ)风险增加呈正因果关联,但与强迫症(OCD)和精神分裂症风险增加呈负因果关联。在相反方向上,ADHD和MDD与肥胖风险增加相关,但精神分裂症和ALZ与肥胖风险降低相关。
我们的研究结果支持肥胖与ADHD、MDD、PTSD、ALZ、SCZ、AN和OCD之间存在因果关系的证据,并证实了肥胖与ADHD、MDD、SCZ和ALZ之间的双向因果关系。