Tao Wei, Zheng Guo, Zhibin Wang, Xingang Li, Yulu Zheng, Haifeng Hou, Yi Tang
{"title":"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","authors":"Tao Wei, Zheng Guo, Zhibin Wang, Xingang Li, Yulu Zheng, Haifeng Hou, Yi Tang","doi":"10.20517/and.2022.12","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":93251,"journal":{"name":"Ageing and neurodegenerative diseases","volume":"33 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Exploring the causal relationship between dietary macronutrients and neurodegenerative diseases: a bi-directional two-sample Mendelian randomization study\",\"authors\":\"Tao Wei, Zheng Guo, Zhibin Wang, Xingang Li, Yulu Zheng, Haifeng Hou, Yi Tang\",\"doi\":\"10.20517/and.2022.12\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":93251,\"journal\":{\"name\":\"Ageing and neurodegenerative diseases\",\"volume\":\"33 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Ageing and neurodegenerative diseases\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.20517/and.2022.12\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ageing and neurodegenerative diseases","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.20517/and.2022.12","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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。
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.