Peripheral blood immune cell phenotypes and Alzheimer's disease: A mediation Mendelian randomization study

被引:0
作者
Sun, Jiahui [1 ]
Teng, Fei [2 ]
Cao, Yu [3 ]
Pei, Hui [3 ]
Ma, Lina [3 ]
Wei, Wei [1 ]
Li, Hao [1 ]
机构
[1] China Acad Chinese Med Sci, Wangjing Hosp, 6 Wangjing Zhonghuan South Rd, Beijing 100102, Peoples R China
[2] Sichuan Univ, West China Hosp, Dept Liver Surg, Chengdu, Peoples R China
[3] China Acad Chinese Med Sci, Xiyuan Hosp, Beijing, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
Alzheimer's disease; blood immune cells; blood metabolites; mediation effect; Mendelian randomization; INSTRUMENTAL VARIABLES; B-CELLS; PLASMA; HOMOCYSTEINE; METABOLITES; MODEL; BIAS;
D O I
10.1177/13872877251330503
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background Alzheimer's disease (AD) is a debilitating neurodegenerative disorder. Although peripheral immune cells have been implicated in the pathology of AD, the causal relationship between peripheral blood immune cells and AD remains to be fully elucidated. Objective To examine the association between peripheral blood immune cell phenotypes and AD, mediated by peripheral blood metabolite, a two-step Mendelian randomization (MR) analysis was performed. Methods Summary statistics were obtained from the two largest independent cohorts. We explored bidirectional univariable MR analysis to explore causal associations and assessed the mediated proportion of peripheral blood metabolite phenotypes. Results The proportion of IgD + CD38- B cells (Bm1) were found to increase the risk of AD in both the FinnGen database (p = 0.033) and the UK Biobank (p = 0.034). Conversely, hematopoietic stem cells were associated with a decreased risk of AD in the FinnGen database (p = 0.045) and the UK Biobank (p = 0.017). Mediation analysis revealed indirect effects of the proportion of Bm1 on AD through cysteine levels (beta = 5 x 10(-3)), Acetylcarnitine (C2) to propionylcarnitine (C3) ratio (beta = 4.5 x 10(-3)), and Gamma-glutamyl-alpha-lysine levels (beta = 2.6 x 10(-3)), with mediated proportion of 19.4%, 16.9% and 9.6% of the total effect, respectively. Additionally, hematopoietic stem cells influenced AD through Glycolithocholate sulfate levels (beta = 1.5 x 10(-3)), with a mediated proportion of 3.5%. Conclusions Our findings demonstrate that two peripheral blood immune cell phenotypes impact the risk of AD. These immune cells may influence AD through various peripheral blood metabolite, identifying potential intervention targets for individuals at risk.
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页数:12
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共 61 条
[11]   Avoiding bias from weak instruments in Mendelian randomization studies [J].
Burgess, Stephen ;
Thompson, Simon G. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :755-764
[12]   Mendelian randomisation for mediation analysis: current methods and challenges for implementation [J].
Carter, Alice R. ;
Sanderson, Eleanor ;
Hammerton, Gemma ;
Richmond, Rebecca C. ;
Davey Smith, George ;
Heron, Jon ;
Taylor, Amy E. ;
Davies, Neil M. ;
Howe, Laura D. .
EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2021, 36 (05) :465-478
[13]   Genomic atlas of the plasma metabolome prioritizes metabolites implicated in human diseases [J].
Chen, Yiheng ;
Lu, Tianyuan ;
Pettersson-Kymmer, Ulrika ;
Stewart, Isobel D. ;
Butler-Laporte, Guillaume ;
Nakanishi, Tomoko ;
Cerani, Agustin ;
Liang, Kevin Y. H. ;
Yoshiji, Satoshi ;
Willett, Julian Daniel Sunday ;
Su, Chen-Yang ;
Raina, Parminder ;
Greenwood, Celia M. T. ;
Farjoun, Yossi ;
Forgetta, Vincenzo ;
Langenberg, Claudia ;
Zhou, Sirui ;
Ohlsson, Claes ;
Richards, J. Brent .
NATURE GENETICS, 2023, 55 (01) :44-+
[14]   Molecular mechanisms of ferroptosis and their involvement in brain diseases [J].
Costa, Ines ;
Barbosa, Daniel Jose ;
Benfeito, Sofia ;
Silva, Vera ;
Chavarria, Daniel ;
Borges, Fernanda ;
Remiao, Fernando ;
Silva, Renata .
PHARMACOLOGY & THERAPEUTICS, 2023, 244
[15]   A Novel Neurofilament Light Chain ELISA Validated in Patients with Alzheimer's Disease, Frontotemporal Dementia, and Subjective Cognitive Decline, and the Evaluation of Candidate Proteins for Immunoassay Calibration [J].
Das, Shreyasee ;
Dewit, Nele ;
Jacobs, Dirk ;
Pijnenburg, Yolande A. L. ;
In't Veld, Sjors G. J. G. ;
Coppens, Salome ;
Quaglia, Milena ;
Hirtz, Christophe ;
Teunissen, Charlotte E. ;
Vanmechelen, Eugeen .
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (13)
[16]   Mendelian randomization: genetic anchors for causal inference in epidemiological studies [J].
Davey Smith, George ;
Hemani, Gibran .
HUMAN MOLECULAR GENETICS, 2014, 23 :R89-R98
[17]   Circulating biomarkers of immunity and inflammation, risk of Alzheimer's disease, and hippocampal volume: a Mendelian randomization study [J].
Fani, Lana ;
Georgakis, Marios K. ;
Ikram, M. Arfan ;
Ikram, M. Kamran ;
Malik, Rainer ;
Dichgans, Martin .
TRANSLATIONAL PSYCHIATRY, 2021, 11 (01)
[18]   B lymphocytes ameliorate Alzheimer?s disease-like neuropathology via interleukin-35 [J].
Feng, Weixi ;
Zhang, Yanli ;
Ding, Shixin ;
Chen, Sijia ;
Wang, Tianqi ;
Wang, Ze ;
Zou, Ying ;
Sheng, Chengyu ;
Chen, Yan ;
Pang, Yingting ;
Marshall, Charles ;
Shi, Jingping ;
Nedergaard, Maiken ;
Li, Qian ;
Xiao, Ming .
BRAIN BEHAVIOR AND IMMUNITY, 2023, 108 :16-31
[19]   Advances in peripheral blood biomarkers of patients with Alzheimer's disease: Moving closer to personalized therapies [J].
Ferretti, Gabriella ;
Serafini, Sara ;
Angiolillo, Antonella ;
Monterosso, Paola ;
Di Costanzo, Alfonso ;
Matrone, Carmela .
BIOMEDICINE & PHARMACOTHERAPY, 2023, 165
[20]   Delta method and bootstrap in linear mixed models to estimate a proportion when no event is observed: application to intralesional resection in bone tumor surgery [J].
Francq, Bernard G. ;
Cartiaux, Olivier .
STATISTICS IN MEDICINE, 2016, 35 (20) :3563-3582