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东亚人和欧洲人的全蛋白质组基因研究确定了缺血性中风的多个治疗靶点。

Proteome-Wide Genetic Study in East Asians and Europeans Identified Multiple Therapeutic Targets for Ischemic Stroke.

作者信息

Yao Pang, Mazidi Mohsen, Pozarickij Alfred, Iona Andri, Wright Neil, Lin Kuang, Millwood Iona, Fry Hannah, Kartsonaki Christiana, Chen Yiping, Yang Ling, Du Huaidong, Avery Daniel, Schmidt Dan, Sun Dianjianyi, Lv Jun, Yu Canqing, Hill Michael, Bennett Derrick, Walters Robin, Li Liming, Clarke Robert, Chen Zhengming

机构信息

Clinical Trial Service Unit & Epidemiological Studies Unit, Nuffield Department of Population Health, University of Oxford, United Kingdom. (P.Y., M.M., A.P., A.I., N.W., K.L., I.M., H.F., C.K., Y.C., L.Y., H.D., D.A., D. Schmidt, M.H., D.B., R.W., R.C., Z.C.).

Medical Research Council Health Research Unit, Nuffield Department of Population Health, University of Oxford, United Kingdom. (I.M., H.F., C.K., Y.C., L.Y., H.D., D.A., D. Schmidt, D.B., R.W., Z.C.).

出版信息

Stroke. 2025 Apr 30. doi: 10.1161/STROKEAHA.125.050982.

Abstract

BACKGROUND

Analyses of genomic and proteomics data in prospective biobank studies in diverse populations may discover novel or repurposing drug targets for stroke.

METHODS

We extracted individual -protein quantitative trait locus for 2923 proteins measured using Olink Explore panel from a genome-wide association study in prospective China Kadoorie Biobank and UK Biobank, both established ≈20 years ago. These -protein quantitative trait loci were used in ancestry-specific 2-sample Mendelian randomization analyses of ischemic stroke (IS) in East Asians (n=22 664 cases) and Europeans (n=62 100 cases). We further undertook colocalization analyses to examine the shared causal variants of -protein quantitative trait locus with stroke, along with various downstream analyses (eg, phenome-wide association study, drug development lookups) to clarify mechanisms of action and druggability.

RESULTS

In Mendelian randomization analyses, the genetically predicted plasma levels of 10 proteins were significantly associated with IS in East Asians (n=2) and Europeans (n=9), with 6 proteins (FGF5 [fibroblast growth factor 5], TMPRSS5 [transmembrane protease serine 5], FURIN, F11 [coagulation factor XI], ALDH2 [aldehyde dehydrogenase 2], and ABO) showing positive and 4 (GRK5 [G protein-coupled receptor kinase 5], KIAA0319 [dyslexia-associated protein KIAA0319], PROCR [endothelial protein C receptor], and MMP12 [macrophage metalloelastase 12]) showing inverse associations, all directionally consistent between East Asians and Europeans. Colocalization analyses provided strong evidence (posterior probabilities for the H4 hypothesis ≥0.7) of shared genetic variants with IS for 9 out of 10 proteins (except ABO). Moreover, 8 proteins were also causally associated, in the expected directions, with systolic blood pressure (positive/inverse: 4/2), low-density lipoprotein cholesterol (1 positive), body mass index (1 inverse), type 2 diabetes (2/1), or atrial fibrillation (3/1). Phenome-wide association study analyses and lookups in knock-out mouse models confirmed their importance for IS or stroke-related traits (eg, hematologic phenotypes). Of these 10 proteins, 1 was not druggable (ABO), 3 had known primary (F11) or potentially repurposed (ALDH2, MMP12) drug targets for stroke, and 6 (PROCR, GRK5, FGF5, FURIN, KIAA0319, and TMPRSS5) had no evidence of any drug targets.

CONCLUSIONS

Proteogenomic investigation in diverse ancestry populations identified the causal relevance of 10 proteins for IS, with several being potentially novel or repurposed targets that could be prioritized for further investigation.

摘要

背景

在不同人群的前瞻性生物样本库研究中对基因组和蛋白质组学数据进行分析,可能会发现中风的新的或可重新利用的药物靶点。

方法

我们从约20年前建立的中国前瞻性嘉道理生物样本库和英国生物样本库的全基因组关联研究中,提取了使用Olink Explore面板测量的2923种蛋白质的个体蛋白质定量性状位点。这些蛋白质定量性状位点被用于东亚人(n = 22664例)和欧洲人(n = 62100例)缺血性中风(IS)的特定血统双样本孟德尔随机化分析。我们进一步进行了共定位分析,以检查蛋白质定量性状位点与中风的共享因果变异,以及各种下游分析(例如全表型组关联研究、药物开发查询),以阐明作用机制和药物可及性。

结果

在孟德尔随机化分析中,10种蛋白质的遗传预测血浆水平与东亚人(n = 2)和欧洲人(n = 9)的IS显著相关,其中6种蛋白质(FGF5 [成纤维细胞生长因子5]、TMPRSS5 [跨膜蛋白酶丝氨酸5]、弗林蛋白酶、F11 [凝血因子XI]、ALDH2 [醛脱氢酶2]和ABO)呈正相关,4种蛋白质(GRK5 [G蛋白偶联受体激酶5]、KIAA0319 [阅读障碍相关蛋白KIAA0319]、PROCR [内皮蛋白C受体]和MMP12 [巨噬细胞金属弹性蛋白酶12])呈负相关,在东亚人和欧洲人之间所有方向均一致。共定位分析提供了强有力的证据(H4假设的后验概率≥0.7),表明10种蛋白质中有9种(ABO除外)与IS存在共享遗传变异。此外,8种蛋白质也与收缩压(正/负:4/2)、低密度脂蛋白胆固醇(1种正相关)、体重指数(1种负相关)、2型糖尿病(2/1)或心房颤动(3/1)存在预期方向的因果关联。全表型组关联研究分析和基因敲除小鼠模型查询证实了它们对IS或中风相关性状(例如血液学表型)的重要性。在这10种蛋白质中,1种不可成药(ABO),3种有已知的中风主要药物靶点(F11)或潜在可重新利用的药物靶点(ALDH2、MMP12),6种(PROCR、GRK5、FGF5、弗林蛋白酶、KIAA0319和TMPRSS5)没有任何药物靶点的证据。

结论

对不同血统人群的蛋白质基因组学研究确定了10种蛋白质与IS的因果相关性,其中几种可能是新的或可重新利用的靶点,可优先进行进一步研究。

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