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通过孟德尔随机化推断血清同型半胱氨酸和维生素 B 水平对自闭症谱系障碍的遗传影响。

Inferring the genetic effects of serum homocysteine and vitamin B levels on autism spectral disorder through Mendelian randomization.

机构信息

Department of Rehabilitation Medicine, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China.

The Second Clinical Medical College, Wenzhou Medical University, Wenzhou, China.

出版信息

Eur J Nutr. 2024 Apr;63(3):977-986. doi: 10.1007/s00394-024-03329-7. Epub 2024 Jan 24.

Abstract

PURPOSE

The previous studies have suggested that serum homocysteine (Hcy) and vitamin B levels are potentially related to autism spectrum disorder (ASD). However, the causality between their concentrations and ASD risk remains unclear. To elucidate this genetic association, we used a Mendelian randomization (MR) design.

METHODS

For this MR analysis, 47 single-nucleotide polymorphisms (SNPs)-13 related to Hcy, 13 to folate, 14 to vitamin B6, and 7 to vitamin B12-were obtained from a large-scale Genome-Wide Association Studies (GWAS) database and employed as instrumental variables (IVs). Our study used three approaches to calculate the MR estimates, including inverse-variance weighted (IVW) method, MR-Egger method, and weighted median (WM) method. Among these, the IVW method served as our primary MR method. False discovery rate (FDR) was implemented to correct for multiple comparisons. We also performed a series of sensitivity analyses, including Cochran's Q test, MR-Egger's intercept, MR-PRESSO, leave-one-out analysis, and the funnel plot.

RESULTS

Univariable Mendelian randomization (UVMR) analysis revealed a statistical association between serum vitamin B12 levels and ASD risk (OR = 1.68, 95% CI 1.12-2.52, P = 0.01) using the IVW method. However, neither the WM method (OR = 1.57, 95% CI 0.93-2.66, P = 0.09) nor the MR-Egger method (OR = 2.33, 95% CI 0.48-11.19, P = 0.34) was significantly association with higher levels of serum vitamin B12 and ASD risk. Additionally, we found no evidence of causal relationships between serum levels of vitamin B6, folate, Hcy, and ASD risk. After correcting for the FDR, the causality between serum vitamin B12 levels and ASD risk remained significant (q value = 0.0270). Multivariate Mendelian randomization (MVMR) analysis indicated an independent association between elevated serum vitamin B12 levels and the risk of ASD (OR = 1.74, 95% CI 1.03-2.95, P = 0.03) using the IVW method, but this finding was inconsistent when using the WM method (OR = 1.73, 95% CI 0.89-3.36, P = 0.11) and MR-Egger method (OR = 1.60, 95% CI 0.95-2.71, P = 0.08). Furthermore, no causal associations were observed for serum levels of vitamin B6 and folate in MVMR analysis. Sensitivity analyses confirmed that these results were reliable.

CONCLUSION

Our study indicated that elevated serum vitamin B12 levels might increase the risk of ASD. The potential implications of our results for ASD risk warrant validation in randomized clinical trials.

摘要

目的

先前的研究表明,血清同型半胱氨酸(Hcy)和维生素 B 水平可能与自闭症谱系障碍(ASD)有关。然而,其浓度与 ASD 风险之间的因果关系仍不清楚。为了阐明这种遗传关联,我们使用了孟德尔随机化(MR)设计。

方法

对于这项 MR 分析,我们从大型全基因组关联研究(GWAS)数据库中获得了 47 个与 Hcy 相关的单核苷酸多态性(SNP)-13 个与叶酸相关,14 个与维生素 B6 相关,7 个与维生素 B12 相关-作为工具变量(IVs)。我们的研究使用了三种方法来计算 MR 估计值,包括逆方差加权(IVW)方法、MR-Egger 方法和加权中位数(WM)方法。其中,IVW 方法作为我们的主要 MR 方法。我们实施了错误发现率(FDR)来校正多重比较。我们还进行了一系列敏感性分析,包括 Cochran's Q 检验、MR-Egger 的截距、MR-PRESSO、单样本分析和漏斗图。

结果

单变量孟德尔随机化(UVMR)分析显示,使用 IVW 方法,血清维生素 B12 水平与 ASD 风险之间存在统计学关联(OR=1.68,95%CI 1.12-2.52,P=0.01)。然而,WM 方法(OR=1.57,95%CI 0.93-2.66,P=0.09)和 MR-Egger 方法(OR=2.33,95%CI 0.48-11.19,P=0.34)均未显示与血清维生素 B12 水平升高与 ASD 风险之间存在显著关联。此外,我们没有发现血清维生素 B6、叶酸、Hcy 水平与 ASD 风险之间存在因果关系的证据。在纠正 FDR 后,血清维生素 B12 水平与 ASD 风险之间的因果关系仍然显著(q 值=0.0270)。多变量孟德尔随机化(MVMR)分析显示,使用 IVW 方法,升高的血清维生素 B12 水平与 ASD 风险之间存在独立关联(OR=1.74,95%CI 1.03-2.95,P=0.03),但使用 WM 方法(OR=1.73,95%CI 0.89-3.36,P=0.11)和 MR-Egger 方法(OR=1.60,95%CI 0.95-2.71,P=0.08)时,这一发现不一致。此外,MVMR 分析中未观察到血清维生素 B6 和叶酸水平与 ASD 之间存在因果关系。敏感性分析证实了这些结果的可靠性。

结论

本研究表明,血清维生素 B12 水平升高可能会增加 ASD 的风险。我们的研究结果对 ASD 风险的潜在影响需要在随机临床试验中得到验证。

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