The causal role of circulating amino acids on neurodegenerative disorders: A two-sample Mendelian randomization study.
Ji-Yun ChengYue-Ting DengJin-Tai YuPublished in: Journal of neurochemistry (2023)
Potential associations between the risk of neurodegenerative diseases and circulating levels of amino acids have been implied in both experimental research and observational studies. However, because of the confounding and reverse causality, the findings could be biased. We aimed to determine whether circulating amino acid levels have potential effects on the risk of neurodegenerative diseases through a more robust analysis. So, we performed a total of two MR analyses, a discovery two-sample MR analysis, and a replication test, using summary-level genome-wide association study (GWAS) data, both with circulating levels of amino acids as exposure and risk of neurodegenerative diseases as an outcome. The potential causalities between nine amino acids (Glutamine [Glu], Leucine [Leu], Isoleucine [Ile], Phenylalanine [Phe], Valine [Val], Alanine [Ala], Tyrosine [Tyr], Histidine [His], and Glycine [Gly]) and six neurodegenerative disorders (Alzheimer's disease [AD], Parkinson's disease [PD], Multiple sclerosis [MS], Frontotemporal dementia [FTD], Lewy body dementia [DLB], Amyotrophic lateral sclerosis [ALS]) were explored in this study. According to the discovery MR analysis, 1 SD. increase in circulating levels of Gln was genetically determined to result in a 13% lower risk of AD (IVW OR SD [95% CI] = 0.872 [0.822, 0.926]; FDR = 7.46 × 10 -5 ) while PD risk was decreased to 63% per SD. increase of circulating Leu levels (IVW OR SD [95% CI] = 0.628 [0.467, 0.843]; FDR = 0.021). Results from the replication test provide further evidence of the potential association between circulating Gln levels and AD risk (IVW OR SD [95% CI] = 0.094 [0.028, 0.311]; FDR = 9.98 × 10 -4 ). Meanwhile, sensitivity analysis demonstrated that the significant relationships revealed by our two-sample MR outcomes were reliable. Our analyses provided robust evidence of causal associations between circulating levels of Gln and AD risk as well as circulating Leu levels and risk of PD. However, the underlying mechanisms remain to be further investigated.
Keyphrases
- amino acid
- multiple sclerosis
- amyotrophic lateral sclerosis
- small molecule
- magnetic resonance
- magnetic resonance imaging
- emergency department
- type diabetes
- mass spectrometry
- electronic health record
- human health
- contrast enhanced
- artificial intelligence
- climate change
- cognitive impairment
- drug induced
- high speed
- adverse drug