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在一项多中心孟德尔随机化研究中,从血浆和脑脊液蛋白质组中鉴定阿尔茨海默病的潜在治疗靶点。

Identification of potential therapeutic targets for Alzheimer's disease from the proteomes of plasma and cerebrospinal fluid in a multicenter Mendelian randomization study.

作者信息

Wang Shengnan, Xi Jianxin, Zhang Mengyuan, Wang Jianglong

机构信息

Department of Neurology, Neuroscience Center, The First Hospital of Jilin University, Changchun, China; Department of Neurology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.

Hepatobiliary and Pancreatic Surgery Department, General Surgery Center, The First Hospital of Jilin University, Changchun, China.

出版信息

Int J Biol Macromol. 2025 Mar;294:139394. doi: 10.1016/j.ijbiomac.2024.139394. Epub 2025 Jan 3.

Abstract

BACKGROUND

Certain peripheral proteins are believed to be involved in the development of Alzheimer's disease (AD), but the roles of other new protein biomarkers are still unclear. Current treatments aim to manage symptoms, but they are not effective in stopping the progression of the disease. New drug targets are needed to prevent Alzheimer's disease.

METHODS

We used Mendelian randomization (MR) to study drug targets for Alzheimer's disease. We analyzed data from the European Alzheimer's and Dementia Biobank consortium and replicated our findings in GWAS data from IGAP and FinnGen cohorts. We identified genetic instruments for plasma and cerebrospinal fluid (CSF) proteins and conducted sensitivity analyses using various methods. Additionally, a comparison and analysis of protein-protein interactions (PPI) were conducted to identify potential causal proteins. The implications of these findings were further explored through an examination of existing AD drugs and their respective targets.

RESULTS

Through MR analysis, 10 protein AD pairs were identified as statistically significant at the Bonferroni level (P < 6.35 × 10). The specific findings indicate that elevated levels of plasma cathepsin H (CTSH) (OR = 1.06, 95%CI: 1.03-1.08, p = 6.12 × 10), plasma signal regulatory protein alpha (SIRPA) (OR = 1.03, 95%CI: 1.02-1.05, p = 1.37 × 10), plasma TMEM106B (OR = 1.16, 95%CI: 1.09-1.23, p = 1.92 × 10), and CSF bone sialoprotein (BSP) (OR = 1.33, 95%CI: 1.17-1.51, p = 9.34 × 10), CSF Interleukin-34 (IL-34) (OR = 2.13, 95%CI: 1.51-3.01, p = 1.85 × 10), CSF immunoglobulin-like transcript 2 (ILT-2) (OR = 1.33, 95%CI: 1.17-1.51, p = 9.34 × 10) are associated with an increased risk of AD, while increased levels of plasma progranulin gene (GRN) (OR = 0.79, 95%CI: 0.74-0.84, p = 2.19 × 10), plasma triggering receptor expressed on myeloid cells 2 (TREM2) (OR = 0.67, 95%CI: 0.58-0.78, p = 6.95 × 10), plasma sialic acid-bind immunoglobulin-like lectins (SIGLEC)-9 (OR = 0.67, 95%CI: 0.58-0.78, p = 6.95 × 10), and CSF SIGLEC7 (OR = 0.42, 95%CI: 0.28-0.64, p = 4.30 × 10) are associated with a decreased risk of AD. Bayesian colocalization found that the above protein-related genes shared the same mutation as AD.

CONCLUSION

Increased levels of plasma CTSH, SIRPA, TMEM106B, CSF BSP, CSF IL-34, and CSF ILT-2 have been found to be correlated with an elevated risk of AD, whereas elevated levels of plasma GRN, TREM2, SIGLEC9, and CSF SIGLEC7 are associated with a decreased risk of developing AD. Further investigation through clinical trials is needed.

摘要

背景

某些外周蛋白被认为与阿尔茨海默病(AD)的发生发展有关,但其他新的蛋白质生物标志物的作用仍不明确。目前的治疗旨在控制症状,但在阻止疾病进展方面并无效果。需要新的药物靶点来预防阿尔茨海默病。

方法

我们使用孟德尔随机化(MR)研究阿尔茨海默病的药物靶点。我们分析了来自欧洲阿尔茨海默病与痴呆生物样本库联盟的数据,并在来自国际基因组学与阿尔茨海默病项目(IGAP)和芬兰基因队列(FinnGen)的全基因组关联研究(GWAS)数据中重复了我们的发现。我们确定了血浆和脑脊液(CSF)蛋白质的遗传工具,并使用各种方法进行了敏感性分析。此外,还进行了蛋白质-蛋白质相互作用(PPI)的比较和分析,以确定潜在的因果蛋白。通过检查现有的AD药物及其各自的靶点,进一步探讨了这些发现的意义。

结果

通过MR分析,在Bonferroni水平(P < 6.35×10)上,有10对蛋白质与AD被确定具有统计学意义。具体结果表明,血浆组织蛋白酶H(CTSH)水平升高(OR = 1.06,95%CI:1.03 - 1.08,p = 6.12×10)、血浆信号调节蛋白α(SIRPA)(OR = 1.03,95%CI:1.02 - 1.05,p = 1.37×10)、血浆跨膜蛋白106B(TMEM106B)(OR = 1.16,95%CI:1.09 - 1.23,p = 1.92×10)以及脑脊液骨唾液蛋白(BSP)(OR = 1.33,95%CI:1.17 - 1.51,p = 9.34×10)、脑脊液白细胞介素-34(IL-34)(OR = 2.13,95%CI:1.51 - 3.01,p = 1.85×10)、脑脊液免疫球蛋白样转录物2(ILT-2)(OR = 1.33,95%CI:1.17 - 1.51,p = 9.34×10)与AD风险增加相关,而血浆原颗粒蛋白基因(GRN)水平升高(OR = 0.79,95%CI:0.74 - 0.84,p = 2.19×10)、血浆髓系细胞触发受体2(TREM2)(OR = 0.67,95%CI:0.58 - 0.78,p = 6.95×10)、血浆唾液酸结合免疫球蛋白样凝集素(SIGLEC)-9(OR = 0.67,95%CI:0.58 - 0.78,p = 6.95×10)以及脑脊液SIGLEC7(OR = 0.42,95%CI:0.28 - 0.64,p = 4.30×10)与AD风险降低相关。贝叶斯共定位发现上述蛋白质相关基因与AD共享相同突变。

结论

已发现血浆CTSH、SIRPA、TMEM106B、脑脊液BSP、脑脊液IL-34和脑脊液ILT-2水平升高与AD风险升高相关,而血浆GRN、TREM2、SIGLEC9和脑脊液SIGLEC7水平升高与AD发生风险降低相关。需要通过临床试验进行进一步研究。

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