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ICA1L 与小血管疾病相关:小血管卒中和脑出血的蛋白质组学全基因组关联研究。

ICA1L Is Associated with Small Vessel Disease: A Proteome-Wide Association Study in Small Vessel Stroke and Intracerebral Haemorrhage.

机构信息

Stroke Pharmacogenomics and Genetics Group, Biomedical Research Institute Sant Pau, 08041 Barcelona, Spain.

Neurology Department, Hospital Universitari MútuaTerrassa, 08221 Terrassa, Spain.

出版信息

Int J Mol Sci. 2022 Mar 15;23(6):3161. doi: 10.3390/ijms23063161.

Abstract

Small vessel strokes (SVS) and intracerebral haemorrhages (ICH) are acute outcomes of cerebral small vessel disease (SVD). Genetic studies combining both phenotypes have identified three loci associated with both traits. However, the genetic cis-regulation at the protein level associated with SVD has not been studied before. We performed a proteome-wide association study (PWAS) using FUSION to integrate a genome-wide association study (GWAS) and brain proteomic data to discover the common mechanisms regulating both SVS and ICH. Dorsolateral prefrontal cortex (dPFC) brain proteomes from the ROS/MAP study (N = 376 subjects and 1443 proteins) and the summary statistics for the SVS GWAS from the MEGASTROKE study (N = 237,511) and multi-trait analysis of GWAS (MTAG)-ICH−SVS from Chung et al. (N = 240,269) were selected. We performed PWAS and then a co-localization analysis with COLOC. The significant and nominal results were validated using a replication dPFC proteome (N = 152). The replicated results (q-value < 0.05) were further investigated for the causality relationship using summary data-based Mendelian randomization (SMR). One protein (ICA1L) was significantly associated with SVS (z-score = −4.42 and p-value = 9.6 × 10−6) and non-lobar ICH (z-score = −4.8 and p-value = 1.58 × 10−6) in the discovery PWAS, with a high co-localization posterior probability of 4. In the validation PWAS, ICA1L remained significantly associated with both traits. The SMR results for ICA1L indicated a causal association of protein expression levels in the brain with SVS (p-value = 3.66 × 10−5) and non-lobar ICH (p-value = 1.81 × 10−5). Our results show that the association of ICA1L with SVS and non-lobar ICH is conditioned by the cis-regulation of its protein levels in the brain.

摘要

小血管卒中和脑内出血(ICH)是脑小血管疾病(SVD)的急性结局。将两种表型结合起来的遗传研究已经确定了与这两种特征相关的三个位点。然而,以前没有研究过与 SVD 相关的蛋白质水平的遗传顺式调控。我们使用 FUSION 进行了一项全蛋白质组关联研究(PWAS),将全基因组关联研究(GWAS)和大脑蛋白质组数据相结合,以发现调节 SVS 和 ICH 的共同机制。ROS/MAP 研究中的背外侧前额叶皮层(dPFC)大脑蛋白质组(N = 376 名受试者和 1443 种蛋白质)和 MEGASTROKE 研究中的 SVS GWAS 的汇总统计数据(N = 237511)和 Chung 等人的多基因分析(GWAS)-ICH−SVS(N = 240269)被选中。我们进行了 PWAS,然后使用 COLOC 进行了共定位分析。使用复制的 dPFC 蛋白质组(N = 152)验证了显著和名义结果。使用基于汇总数据的孟德尔随机化(SMR)进一步研究了复制结果(q 值 < 0.05)的因果关系。在发现 PWAS 中,一种蛋白质(ICA1L)与 SVS(z 分数 = -4.42,p 值 = 9.6×10-6)和非叶性 ICH(z 分数 = -4.8,p 值 = 1.58×10-6)显著相关,其共定位后验概率为 4。在验证 PWAS 中,ICA1L 仍然与两种特征显著相关。ICA1L 的 SMR 结果表明,大脑中蛋白质表达水平与 SVS(p 值 = 3.66×10-5)和非叶性 ICH(p 值 = 1.81×10-5)之间存在因果关系。我们的研究结果表明,ICA1L 与 SVS 和非叶性 ICH 的关联受其在大脑中蛋白质水平的顺式调控。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79ab/8951240/703d6d5cc62b/ijms-23-03161-g001.jpg

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