Causal associations between neuroinflammation and Alzheimer's disease risk

K-M Lin, Yizhou Yu
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Abstract

Alzheimer's disease (AD) is an age-related disorder characterised by the degeneration of neurons, which leads to cognitive function. Recent research on the genetic basis of AD found some evidence of the potential implication of several risk genes in AD. Specifically, aberrant immune regulation in the brain could cause an increased risk of developing AD via damaging neurons and synapses. However, establishing a potential causal relationship between a gene and the risk of developing AD is hard to achieve in humans because this would require clinical trials. Here, we leverage intrinsic genetic variabilities in AD patients compared to non-diseased patients to propose genes that can cause AD. We used Mendelian randomisation to screen for genes causally associated with AD risk, starting with 36 potential genes identified in the most recent GWAS. We found a cluster of genes, CR1, PLCG2 and HLA-DQA1, associated with immune activation. Using single-cell sequencing data from AD patients, we found that they are significantly increased in microglia. Our results suggest that these higher levels of CR1, PLCG2 and HLA-DQA1 are associated with an increased risk of developing AD. We identified that 7-nitro-N-phenethyl-1H-indole-2-carboxamide is an inhibitor of PLCG2 and could act as a potential drug candidate for patients with genetic predispositions to significantly higher levels of PLCG2. We conclude that inhibitors of inflammation in patients who are genetically more susceptible to aberrant microglial activation could constitute as a strategy for personalised treatment. This study also establishes a workflow for further investigations of personalised treatment solutions using MR and causal inference.
神经炎症与阿尔茨海默病风险之间的因果关系
阿尔茨海默病(AD)是一种与年龄有关的疾病,其特征是神经元退化,从而导致认知功能下降。最近对阿尔茨海默病遗传基础的研究发现了一些证据,表明几个风险基因可能与阿尔茨海默病有关。具体来说,大脑中异常的免疫调节可能会通过破坏神经元和突触而增加患阿尔茨海默病的风险。然而,在人类身上建立基因与患阿尔茨海默病风险之间的潜在因果关系是很困难的,因为这需要临床试验。在这里,我们利用AD患者与非患病患者的内在遗传变异来提出可能导致AD的基因。我们使用孟德尔随机化筛选与阿尔茨海默病风险相关的基因,从最近的GWAS中发现的36个潜在基因开始。我们发现了一组基因,CR1, PLCG2和HLA-DQA1,与免疫激活相关。使用来自AD患者的单细胞测序数据,我们发现它们在小胶质细胞中显著增加。我们的研究结果表明,这些较高水平的CR1、PLCG2和HLA-DQA1与患AD的风险增加有关。我们发现7-硝基-n -苯乙基- 1h -吲哚-2-羧酰胺是PLCG2的抑制剂,可以作为PLCG2遗传易感患者的潜在候选药物。我们的结论是,在遗传上更容易受到异常小胶质细胞激活的患者中,炎症抑制剂可以作为个性化治疗的一种策略。本研究还建立了一个工作流程,为进一步调查个性化治疗解决方案使用磁共振和因果推理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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