探索饮食宏量营养素与神经退行性疾病之间的因果关系:一项双向双样本孟德尔随机研究

Tao Wei, Zheng Guo, Zhibin Wang, Xingang Li, Yulu Zheng, Haifeng Hou, Yi Tang
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引用次数: 1

摘要

目的:膳食宏量营养素摄入与神经退行性疾病(ndd)之间的关系已被广泛报道;然而,因果关系尚不清楚。本研究旨在评估饮食常量营养素摄入(即碳水化合物、脂肪和蛋白质)与ndd(如阿尔茨海默病(AD)、帕金森病(PD)和肌萎缩侧索硬化症(ALS))之间的因果关系。方法:采用孟德尔随机化(MR)方法评价膳食宏量营养素摄入量与ndd之间的因果关系。我们将单核苷酸多态性与全基因组关联研究中的暴露高度相关(P < 5 × 10-8)作为工具变量。使用反方差加权、MR- egger、加权中位数以及MR多效性残差和异常值来验证MR假设。结果:基因预测较高的碳水化合物摄入量与ALS风险增加相关[优势比(OR), 2.741, 95%可信区间(CI): 1.419-5.293, P = 0.003]。PD易感性与脂肪(OR, 0.976, 95%CI: 0.959-0.994, P = 0.012)和蛋白质(OR, 0.987, 95%CI: 0.975-1.000, P = 0.042)的相对摄入量呈负相关。该研究还确定了AD对饮食碳水化合物摄入量的因果影响(OR, 1.022, 95%CI: 1.011-1.034, P = 0.001)。结论:我们发现了确凿的证据支持高碳水化合物比例会增加ALS风险的观点。基因预测较高的AD风险与饮食中碳水化合物摄入量的增加有因果关系。PD易感性可能与饮食中蛋白质和脂肪摄入量的减少有因果关系。
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Exploring the causal relationship between dietary macronutrients and neurodegenerative diseases: a bi-directional two-sample Mendelian randomization study
Aim: The associations between dietary macronutrient intake and neurodegenerative diseases (NDDs) have been widely reported; however, the causal effect remains unclear. The current study aimed to estimate the causal relationship between dietary macronutrient intake (i.e., carbohydrate, fat, and protein) and NDDs [e.g., Alzheimer’s disease (AD), Parkinson’s disease (PD), and amyotrophic lateral sclerosis (ALS)]. Methods: Mendelian randomization (MR) was applied to evaluate the causal relationship between dietary macronutrient intake and NDDs. We used the single-nucleotide polymorphisms strongly associated (P < 5 × 10-8) with the exposures from the genome-wide association studies as instrumental variables. Inverse-variance weighted, MR-Egger, weighted median, and the MR pleiotropy residual sum and outlier were used to verify the MR assumptions. Results: Genetically predicted higher carbohydrate intake was associated with an increased risk of ALS [odds ratio (OR), 2.741, 95% confidence interval (CI): 1.419-5.293, P = 0.003). Vulnerability to PD was negatively associated with the relative intake of fat (OR, 0.976, 95%CI: 0.959-0.994, P = 0.012) and protein (OR, 0.987, 95%CI: 0.975-1.000, P = 0.042). The study also identified the causal influence of AD on dietary carbohydrate intake (OR, 1.022, 95%CI: 1.011-1.034, P = 0.001). Conclusion: We found solid evidence supporting the idea that a higher carbohydrate proportion causally increases ALS risk. Genetically predicted higher AD risk is causally associated with increased dietary carbohydrate intake. Vulnerability to PD may have a causal relationship with a decrease in the dietary intake of protein and fat.
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