Division of Cardiovascular Diseases, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
Hum Genet. 2014 Jan;133(1):95-109. doi: 10.1007/s00439-013-1355-7. Epub 2013 Sep 12.
Platelets are enucleated cell fragments derived from megakaryocytes that play key roles in hemostasis and in the pathogenesis of atherothrombosis and cancer. Platelet traits are highly heritable and identification of genetic variants associated with platelet traits and assessing their pleiotropic effects may help to understand the role of underlying biological pathways. We conducted an electronic medical record (EMR)-based study to identify common variants that influence inter-individual variation in the number of circulating platelets (PLT) and mean platelet volume (MPV), by performing a genome-wide association study (GWAS). We characterized genetic variants associated with MPV and PLT using functional, pathway and disease enrichment analyses; we assessed pleiotropic effects of such variants by performing a phenome-wide association study (PheWAS) with a wide range of EMR-derived phenotypes. A total of 13,582 participants in the electronic MEdical Records and GEnomic network had data for PLT and 6,291 participants had data for MPV. We identified five chromosomal regions associated with PLT and eight associated with MPV at genome-wide significance (P < 5E-8). In addition, we replicated 20 SNPs [out of 56 SNPs (α: 0.05/56 = 9E-4)] influencing PLT and 22 SNPs [out of 29 SNPs (α: 0.05/29 = 2E-3)] influencing MPV in a published meta-analysis of GWAS of PLT and MPV. While our GWAS did not find any new associations, our functional analyses revealed that genes in these regions influence thrombopoiesis and encode kinases, membrane proteins, proteins involved in cellular trafficking, transcription factors, proteasome complex subunits, proteins of signal transduction pathways, proteins involved in megakaryocyte development, and platelet production and hemostasis. PheWAS using a single-SNP Bonferroni correction for 1,368 diagnoses (0.05/1368 = 3.6E-5) revealed that several variants in these genes have pleiotropic associations with myocardial infarction, autoimmune, and hematologic disorders. We conclude that multiple genetic loci influence interindividual variation in platelet traits and also have significant pleiotropic effects; the related genes are in multiple functional pathways including those relevant to thrombopoiesis.
血小板是由巨核细胞衍生而来的无核细胞碎片,在止血和动脉粥样硬化血栓形成和癌症的发病机制中发挥关键作用。血小板性状具有高度遗传性,鉴定与血小板性状相关的遗传变异,并评估其多效性效应,可能有助于了解潜在生物学途径的作用。我们进行了一项基于电子病历(EMR)的研究,通过全基因组关联研究(GWAS)来确定影响循环血小板(PLT)数量和平均血小板体积(MPV)个体间变异的常见变异体。我们使用功能、途径和疾病富集分析来描述与 MPV 和 PLT 相关的遗传变异体;我们通过对广泛的 EMR 衍生表型进行表型全基因组关联研究(PheWAS)来评估此类变异体的多效性效应。电子 MEdical Records 和 GEnomic network 中共有 13582 名参与者有 PLT 数据,6291 名参与者有 MPV 数据。我们在全基因组范围内鉴定了与 PLT 相关的五个染色体区域和与 MPV 相关的八个染色体区域,达到了显著水平(P < 5E-8)。此外,我们在 PLT 和 MPV 的 GWAS 荟萃分析中复制了影响 PLT 的 20 个 SNP[56 个 SNP(α:0.05/56 = 9E-4)中的 20 个 SNP]和影响 MPV 的 22 个 SNP[29 个 SNP(α:0.05/29 = 2E-3)中的 22 个 SNP]。虽然我们的 GWAS 没有发现任何新的关联,但我们的功能分析表明,这些区域中的基因影响血小板生成,并编码激酶、膜蛋白、参与细胞运输的蛋白质、转录因子、蛋白酶体复合物亚基、信号转导途径中的蛋白质、参与巨核细胞发育和血小板生成和止血的蛋白质。使用单 SNP Bonferroni 校正对 1368 种诊断进行的 PheWAS(0.05/1368 = 3.6E-5)显示,这些基因中的几个变异体与心肌梗死、自身免疫和血液系统疾病具有多效性关联。我们得出结论,多个遗传位点影响血小板性状的个体间变异,并且具有显著的多效性效应;相关基因位于多个功能途径中,包括与血小板生成相关的途径。