Center for Neuropsychiatric Research, National Health Research Institutes, Miaoli, Taiwan.
Biogen, Cambridge, MA, USA; Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital, Boston, MA, USA.
J Affect Disord. 2022 Dec 15;319:482-489. doi: 10.1016/j.jad.2022.09.109. Epub 2022 Sep 23.
Extensive observational evidence links diet quality to the risk for major depressive disorder (MDD), while clinical trials show that dietary improvement can improve depressive symptoms. However, due to issues with blinding dietary trials, confirming a causal relationship for diet's influence on MDD requires further research. Thus, we systemically investigated the bi-directional causal relationships between dietary habits and MDD by using two-sample Mendelian randomization (MR).
We collected publicly available genome-wide association studies' summary statistics for dietary habits from UK Biobank (n = 449,210) and MDD from the Psychiatric Genomics Consortium (n = 142,646). We used a weighted median approach to synthesize MR estimates across genetic instruments. For the robustness of our results, we compared weighted median results with results from the inverse-variance weighted, the weighted mode, and MR-PRESSO.
There was moderate evidence that beef intake has a protective effect on MDD. There was weak but detectable evidence that cereal intake has a protective effect on MDD, while non-oily fish intake might increase the risk of MDD. We did not observe any causal effect of MDD on dietary habits.
Our study may suffer from the violation of assumptions of MR due to horizontal pleiotropy; therefore, we did several sensitivity analyses to detect and minimize the bias.
In this two-sample MR analysis, we observed that higher beef intake may be protective against MDD. However, MDD did not appear to affect dietary habits. Potential mechanisms need to be further investigated to support our novel findings.
大量观察性证据表明,饮食质量与重度抑郁症(MDD)的风险相关,而临床试验表明,饮食改善可以改善抑郁症状。然而,由于饮食试验存在盲法问题,因此需要进一步研究来确认饮食对 MDD 的影响是否存在因果关系。因此,我们通过两样本孟德尔随机化(MR)系统地研究了饮食习惯和 MDD 之间的双向因果关系。
我们从英国生物银行(n=449,210)中收集了公开可用的饮食习惯全基因组关联研究汇总统计数据,从精神疾病基因组学联盟(n=142,646)中收集了 MDD 数据。我们使用加权中位数方法来综合遗传工具的 MR 估计值。为了保证结果的稳健性,我们将加权中位数结果与逆方差加权、加权模式和 MR-PRESSO 的结果进行了比较。
有中等强度的证据表明,牛肉摄入对 MDD 具有保护作用。有微弱但可检测到的证据表明,谷物摄入对 MDD 具有保护作用,而不吃油性鱼可能会增加患 MDD 的风险。我们没有观察到 MDD 对饮食习惯有任何因果影响。
由于水平多效性,我们的研究可能会违反 MR 的假设;因此,我们进行了几项敏感性分析来检测和最小化偏差。
在这项两样本 MR 分析中,我们观察到较高的牛肉摄入量可能对 MDD 具有保护作用。然而,MDD 似乎不会影响饮食习惯。需要进一步研究潜在机制来支持我们的新发现。