The causal role of circulating amino acids on neurodegenerative disorders: A two-sample Mendelian randomization study

被引:8
作者
Cheng, Ji-Yun [1 ,2 ,3 ]
Deng, Yue-Ting [1 ,2 ,3 ]
Yu, Jin-Tai [1 ,2 ,3 ,4 ]
机构
[1] Fudan Univ, Huashan Hosp, Shanghai Med Coll, Dept Neurol,State Key Lab Med Neurobiol, Shanghai, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Natl Ctr Neurol Disorders, Huashan Hosp,State Key Lab Med Neurobiol, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Med Coll, MOE Frontiers Ctr Brain Sci, Shanghai, Peoples R China
[4] Fudan Univ, Huashan Hosp, Shanghai Med Coll, Dept Neurol,Natl Ctr Neurol Disorders, 12th Wulumuqi Zhong Rd, Shanghai 200040, Peoples R China
基金
中国国家自然科学基金;
关键词
amino acids; mendelian randomization; neurodegenerative disorders; ALZHEIMERS-DISEASE; BRANCHED-CHAIN; RISK LOCI; GLUTAMINE; DEMENTIA; METABOLISM; GLYCOLYSIS; INSIGHTS;
D O I
10.1111/jnc.15937
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 ORSD [95% CI] = 0.872 [0.822, 0.926]; FDR = 7.46 x 10(-5)) while PD risk was decreased to 63% per SD. increase of circulating Leu levels (IVW ORSD [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 ORSD [95% CI] = 0.094 [0.028, 0.311]; FDR = 9.98 x 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.
引用
收藏
页码:972 / 981
页数:10
相关论文
共 46 条
[1]   Circulating Glutamine and Alzheimer's Disease: A Mendelian Randomization Study [J].
Adams, Charleen D. .
CLINICAL INTERVENTIONS IN AGING, 2020, 15 :185-193
[2]   From Krebs to clinic: glutamine metabolism to cancer therapy [J].
Altman, Brian J. ;
Stine, Zachary E. ;
Dang, Chi V. .
NATURE REVIEWS CANCER, 2016, 16 (10) :619-634
[3]   Astrocyte energy and neurotransmitter metabolism in Alzheimer's disease: Integration of the glutamate/GABA-glutamine cycle [J].
Andersen, Jens, V ;
Schousboe, Arne ;
Verkhratsky, Alexei .
PROGRESS IN NEUROBIOLOGY, 2022, 217
[4]  
[Anonymous], 2017, bioRxiv, DOI 10.1101/173682
[5]   New insights into the genetic etiology of Alzheimer's disease and related dementias [J].
Bellenguez, Celine ;
Kucukali, Fahri ;
Jansen, Iris E. ;
Kleineidam, Luca ;
Moreno-Grau, Sonia ;
Amin, Najaf ;
Naj, Adam C. ;
Campos-Martin, Rafael ;
Grenier-Boley, Benjamin ;
Andrade, Victor ;
Holmans, Peter A. ;
Boland, Anne ;
Damotte, Vincent ;
van der Lee, Sven J. ;
Costa, Marcos R. ;
Kuulasmaa, Teemu ;
Yang, Qiong ;
De Rojas, Itziar ;
Bis, Joshua C. ;
Yaqub, Amber ;
Prokic, Ivana ;
Chapuis, Julien ;
Ahmad, Shahzad ;
Giedraitis, Vilmantas ;
Aarsland, Dag ;
Garcia-Gonzalez, Pablo ;
Abdelnour, Carla ;
Alarcon-Martin, Emilio ;
Alcolea, Daniel ;
Alegret, Montserrat ;
Alvarez, Ignacio ;
Alvarez, Victoria ;
Armstrong, Nicola J. ;
Tsolaki, Anthoula ;
Antunez, Carmen ;
Appollonio, Ildebrando ;
Arcaro, Marina ;
Archetti, Silvana ;
Arias Pastor, Alfonso ;
Arosio, Beatrice ;
Athanasiu, Lavinia ;
Bailly, Henri ;
Banaj, Nerisa ;
Baquero, Miquel ;
Barral, Sandra ;
Beiser, Alexa ;
Pastor, Ana Belen ;
Below, Jennifer E. ;
Benchek, Penelope ;
Benussi, Luisa .
NATURE GENETICS, 2022, 54 (04) :412-436
[6]   Recent molecular advances in mammalian glutamine transport [J].
Bode, BP .
JOURNAL OF NUTRITION, 2001, 131 (09) :2475S-2485S
[7]   A framework for the investigation of pleiotropy in two-sample summary data Mendelian randomization [J].
Bowden, Jack ;
Del Greco, Fabiola M. ;
Minelli, Cosetta ;
Smith, George Davey ;
Sheehan, Nuala ;
Thompson, John .
STATISTICS IN MEDICINE, 2017, 36 (11) :1783-1802
[8]   Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[9]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[10]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+