Department of Pulmonary and Critical Care Medicine, China-Japan Friendship Hospital; National Center for Respiratory Medicine; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; National Clinical Research Center for Respiratory Diseases, Beijing, 100029, China.
China-Japan Friendship Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College; Department of Pulmonary and Critical Care Medicine, Center of Respiratory Medicine, China-Japan Friendship Hospital; National Center for Respiratory Medicine; Institute of Respiratory Medicine, Chinese Academy of Medical Sciences; National Clinical Research Center for Respiratory Diseases, Beijing, 100029, China.
BMC Med. 2023 Apr 19;21(1):153. doi: 10.1186/s12916-023-02844-4.
A large proportion of pulmonary embolism (PE) heritability remains unexplained, particularly among the East Asian (EAS) population. Our study aims to expand the genetic architecture of PE and reveal more genetic determinants in Han Chinese.
We conducted the first genome-wide association study (GWAS) of PE in Han Chinese, then performed the GWAS meta-analysis based on the discovery and replication stages. To validate the effect of the risk allele, qPCR and Western blotting experiments were used to investigate possible changes in gene expression. Mendelian randomization (MR) analysis was employed to implicate pathogenic mechanisms, and a polygenic risk score (PRS) for PE risk prediction was generated.
After meta-analysis of the discovery dataset (622 cases, 8853 controls) and replication dataset (646 cases, 8810 controls), GWAS identified 3 independent loci associated with PE, including the reported loci FGG rs2066865 (p-value = 3.81 × 10), ABO rs582094 (p-value = 1.16 × 10) and newly reported locus FABP2 rs1799883 (p-value = 7.59 × 10). Previously reported 10 variants were successfully replicated in our cohort. Functional experiments confirmed that FABP2-A163G(rs1799883) promoted the transcription and protein expression of FABP2. Meanwhile, MR analysis revealed that high LDL-C and TC levels were associated with an increased risk of PE. Individuals with the top 10% of PRS had over a fivefold increased risk for PE compared to the general population.
We identified FABP2, related to the transport of long-chain fatty acids, contributing to the risk of PE and provided more evidence for the essential role of metabolic pathways in PE development.
很大一部分肺栓塞(PE)的遗传率仍未得到解释,尤其是在东亚(EAS)人群中。我们的研究旨在扩展 PE 的遗传结构,并揭示汉族人群中更多的遗传决定因素。
我们对汉族人进行了首次全基因组关联研究(GWAS)PE,然后基于发现和复制阶段进行了 GWAS 荟萃分析。为了验证风险等位基因的效果,我们使用 qPCR 和 Western blotting 实验来研究基因表达的可能变化。孟德尔随机化(MR)分析用于暗示致病机制,并生成用于 PE 风险预测的多基因风险评分(PRS)。
对发现数据集(622 例,8853 例对照)和复制数据集(646 例,8810 例对照)进行荟萃分析后,GWAS 确定了 3 个与 PE 相关的独立位点,包括报告的 FGG rs2066865 位点(p 值=3.81×10)、ABO rs582094 位点(p 值=1.16×10)和新报告的 FABP2 rs1799883 位点(p 值=7.59×10)。先前报告的 10 个变体在我们的队列中成功复制。功能实验证实,FABP2-A163G(rs1799883)促进了 FABP2 的转录和蛋白表达。同时,MR 分析表明,高 LDL-C 和 TC 水平与 PE 风险增加相关。与一般人群相比,PRS 排名前 10%的个体患 PE 的风险增加了五倍以上。
我们确定了 FABP2,与长链脂肪酸的运输有关,导致 PE 的风险增加,并为代谢途径在 PE 发展中的重要作用提供了更多证据。