Department of Genetics and Genome Sciences, University of Connecticut School of Medicine, Farmington, CT (J.V., T.N.Y., A.W., J.C.).
Graduate Program in Genetics and Developmental Biology, UConn Health, Farmington, CT (T.N.Y., A.W.).
Circ Res. 2020 Oct 9;127(9):e184-e209. doi: 10.1161/CIRCRESAHA.120.316704. Epub 2020 Aug 9.
There is growing evidence that common variants and rare sequence alterations in regulatory sequences can result in birth defects or predisposition to disease. Congenital heart defects are the most common birth defect and have a clear genetic component, yet only a third of cases can be attributed to structural variation in the genome or a mutation in a gene. The remaining unknown cases could be caused by alterations in regulatory sequences.
Identify regulatory sequences and gene expression networks that are active during organogenesis of the human heart. Determine whether these sites and networks are enriched for disease-relevant genes and associated genetic variation.
We characterized ChromHMM (chromatin state) and gene expression dynamics during human heart organogenesis. We profiled 7 histone modifications in embryonic hearts from each of 9 distinct Carnegie stages (13-14, 16-21, and 23), annotated chromatin states, and compared these maps to over 100 human tissues and cell types. We also generated RNA-sequencing data, performed differential expression, and constructed weighted gene coexpression networks. We identified 177 412 heart enhancers; 12 395 had not been previously annotated as strong enhancers. We identified 92% of all functionally validated heart-positive enhancers (n=281; 7.5× enrichment; <2.2×10). Integration of these data demonstrated novel heart enhancers are enriched near genes expressed more strongly in cardiac tissue and are enriched for variants associated with ECG measures and atrial fibrillation. Our gene expression network analysis identified gene modules strongly enriched for heart-related functions, regulatory control by heart-specific enhancers, and putative disease genes.
Well-connected hub genes with heart-specific expression targeted by embryonic heart-specific enhancers are likely disease candidates. Our functional annotations will allow for better interpretation of whole genome sequencing data in the large number of patients affected by congenital heart defects.
越来越多的证据表明,调控序列中的常见变体和罕见序列改变可导致出生缺陷或易患疾病。先天性心脏缺陷是最常见的出生缺陷,且具有明显的遗传成分,但只有三分之一的病例可归因于基因组的结构变异或基因的突变。其余未知病例可能是由调控序列的改变引起的。
鉴定在人类心脏器官发生过程中活跃的调控序列和基因表达网络。确定这些位点和网络是否富含与疾病相关的基因和相关遗传变异。
我们描述了 ChromHMM(染色质状态)和人类心脏器官发生过程中的基因表达动态。我们对来自 9 个不同卡内基阶段(13-14、16-21 和 23)的每个胚胎心脏进行了 7 种组蛋白修饰分析,注释了染色质状态,并将这些图谱与 100 多种人类组织和细胞类型进行了比较。我们还生成了 RNA 测序数据,进行了差异表达分析,并构建了加权基因共表达网络。我们鉴定了 177412 个心脏增强子;其中 12395 个之前未被注释为强增强子。我们鉴定出了 92%的所有功能验证的心脏阳性增强子(n=281;7.5 倍富集;<2.2×10)。这些数据的整合表明,新的心脏增强子在心脏组织中表达更强的基因附近富集,并且在与心电图测量和心房颤动相关的变体中富集。我们的基因表达网络分析鉴定了强烈富集心脏相关功能、心脏特异性增强子的调控控制以及潜在疾病基因的基因模块。
具有心脏特异性表达且被胚胎心脏特异性增强子靶向的连接良好的枢纽基因可能是疾病候选基因。我们的功能注释将允许更好地解释受先天性心脏缺陷影响的大量患者的全基因组测序数据。