Lau Winston, Andrew Toby, Maniatis Nikolas
Department of Genetics, Evolution and Environment, University College London, WC1E 6BT London, UK.
Department of Genomics of Common Disease, Imperial College London, W12 0NN London, UK.
Am J Hum Genet. 2017 May 4;100(5):803-816. doi: 10.1016/j.ajhg.2017.04.007.
Interpretation of results from genome-wide association studies for T2D is challenging. Only very few loci have been replicated in African ancestry populations and the identification of the implicated functional genes remain largely undefined. We used genetic maps that capture detailed linkage disequilibrium information in European and African Americans and applied these to large T2D case-control samples in order to estimate locations for putative functional variants in both populations. Replicated T2D locations were tested for evidence of being regulatory hotspots using adipose expression. We validated a sample of our co-location intervals using next generation sequencing and functional annotation, including enhancers, transcription, and chromatin modifications. We identified 111 additional disease-susceptibility locations, 93 of which are cosmopolitan and 18 of which are European specific. We show that many previously known signals are also risk loci in African Americans. The majority of the disease locations appear to confer risk of T2D via the regulation of expression levels for a large number (266) of cis-regulated genes, the majority of which are not the nearest genes to the disease loci. Sequencing three cosmopolitan locations provided candidate functional variants that precisely co-locate with cell-specific chromatin domains and pancreatic islet enhancers. These variants have large effect sizes and are common across populations. Results show that disease-associated loci in different populations, gene expression, and cell-specific regulatory annotation can be effectively integrated by localizing these effects on high-resolution genetic maps. The cis-regulated genes provide insights into the complex molecular pathways involved and can be used as targets for sequencing and functional molecular studies.
对2型糖尿病全基因组关联研究结果的解读具有挑战性。在非洲裔人群中,只有极少数位点得到了重复验证,而与之相关的功能基因的鉴定在很大程度上仍不明确。我们使用了能够捕捉欧洲裔和非裔美国人详细连锁不平衡信息的遗传图谱,并将其应用于大型2型糖尿病病例对照样本,以估计这两个人群中假定功能变异的位置。利用脂肪组织表达对重复的2型糖尿病相关位置进行检测,以寻找其作为调控热点的证据。我们使用下一代测序和功能注释(包括增强子、转录和染色质修饰)对共定位区间的一个样本进行了验证。我们确定了另外111个疾病易感性位置,其中93个是世界性的,18个是欧洲特有的。我们发现,许多先前已知的信号在非裔美国人中也是风险位点。大多数疾病相关位置似乎是通过调控大量(266个)顺式调控基因的表达水平来赋予2型糖尿病风险的,其中大多数基因并不是距离疾病位点最近的基因。对三个世界性位置进行测序,得到了与细胞特异性染色质结构域和胰岛增强子精确共定位的候选功能变异。这些变异具有较大的效应大小,且在不同人群中普遍存在。结果表明,通过将这些效应定位到高分辨率遗传图谱上,可以有效地整合不同人群中与疾病相关的位点、基因表达和细胞特异性调控注释。顺式调控基因有助于深入了解其中涉及的复杂分子途径,并可作为测序和功能分子研究的靶点。