Introduction: The peripheral immune system changes in amyotrophic lateral sclerosis (ALS), but the causal relationship between the two is still controversial.Methods: In this study, we aimed to estimate the causal relationship between peripheral immune markers and ALS using a two-sample Mendelian randomization method. Genome-wide association study (GWAS) data on peripheral blood immune traits from European populations were used for exposure, and ALS summary statistics were used as the outcome. The causal relationship was evaluated by inverse variance weighting, MR-Egger, and weighted median methods and verified by multiple sensitivity analysis.Results: We found that the increase of one standard deviation of lymphocyte count is related to reducing ALS risk. CD3 on effector memory CD4(+) T cell, HLA DR+ CD4(+) T cell, effector memory CD8(+) T cell, terminally differentiated CD8(+) T cell and CD28- CD8(+) T cell is also a protective factor for ALS. Among the circulating immune protein, the increase of one standard deviation of alpha-2-macroglobulin receptor-associated protein (alpha-2-MRAP) and C4b showed associated with low risk of ALS, while Interleukin-21 (IL-21) increases the risk of ALS.Discussion: Our study further reveals the important role of peripheral immune activity in ALS.
机构:
Houston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USAHouston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USA
Appel, Stanley H.
;
Beers, David R.
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Houston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USAHouston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USA
Beers, David R.
;
Zhao, Weihua
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Houston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USAHouston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USA
机构:
Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Chen, Xueping
;
Feng, Weihua
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Sichuan Univ, Div Clin Immunol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Feng, Weihua
;
Huang, Rui
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Huang, Rui
;
Guo, Xiaoyan
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Guo, Xiaoyan
;
Chen, Yongping
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Chen, Yongping
;
Zheng, Zhenzhen
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Zheng, Zhenzhen
;
Shang, Huifang
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
机构:
Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Cui, Can
;
Ingre, Caroline
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Karolinska Univ Hosp, SLL ME Neurol, Stockholm, Sweden
Karolinska Inst, Dept Clin Neurosci, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Ingre, Caroline
;
Yin, Li
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Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Yin, Li
;
Li, Xia
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Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Li, Xia
;
Andersson, John
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Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Andersson, John
;
Seitz, Christina
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Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Seitz, Christina
;
Ruffin, Nicolas
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Karolinska Inst, Dept Clin Neurosci, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Ruffin, Nicolas
;
Pawitan, Yudi
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Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Pawitan, Yudi
;
Piehl, Fredrik
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Karolinska Univ Hosp, SLL ME Neurol, Stockholm, Sweden
Karolinska Inst, Dept Clin Neurosci, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Piehl, Fredrik
;
Fang, Fang
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Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
机构:
Houston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USAHouston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USA
Appel, Stanley H.
;
Beers, David R.
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Houston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USAHouston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USA
Beers, David R.
;
Zhao, Weihua
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Houston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USAHouston Methodist Res Inst, Peggy & Gary Edwards ALS Lab, Stanley H Appel Dept Neurol, Houston Methodist Neurol Inst, Houston, TX USA
机构:
Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Chen, Xueping
;
Feng, Weihua
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Sichuan Univ, Div Clin Immunol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Feng, Weihua
;
Huang, Rui
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Huang, Rui
;
Guo, Xiaoyan
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Guo, Xiaoyan
;
Chen, Yongping
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Chen, Yongping
;
Zheng, Zhenzhen
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
Zheng, Zhenzhen
;
Shang, Huifang
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Sichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R ChinaSichuan Univ, Dept Neurol, West China Hosp, Chengdu 610064, Sichuan, Peoples R China
机构:
Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Cui, Can
;
Ingre, Caroline
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Karolinska Univ Hosp, SLL ME Neurol, Stockholm, Sweden
Karolinska Inst, Dept Clin Neurosci, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Ingre, Caroline
;
Yin, Li
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Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Yin, Li
;
Li, Xia
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Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Li, Xia
;
Andersson, John
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Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Andersson, John
;
Seitz, Christina
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Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Seitz, Christina
;
Ruffin, Nicolas
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Karolinska Inst, Dept Clin Neurosci, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Ruffin, Nicolas
;
Pawitan, Yudi
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Karolinska Inst, Dept Med Epidemiol & Biostat, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Pawitan, Yudi
;
Piehl, Fredrik
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Karolinska Univ Hosp, SLL ME Neurol, Stockholm, Sweden
Karolinska Inst, Dept Clin Neurosci, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden
Piehl, Fredrik
;
Fang, Fang
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Karolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, SwedenKarolinska Inst, Inst Environm Med, Unit Integrat Epidemiol, Stockholm, Sweden