Department of Pediatrics, The Ohio State University, Columbus, OH, USA.
BMC Med Genomics. 2014 Sep 26;7:56. doi: 10.1186/1755-8794-7-56.
Bicuspid aortic valve (BAV) is the most common type of congenital heart disease with a population prevalence of 1-2%. While BAV is known to be highly heritable, mutations in single genes (such as GATA5 and NOTCH1) have been reported in few human BAV cases. Traditional gene sequencing methods are time and labor intensive, while next-generation high throughput sequencing remains costly for large patient cohorts and requires extensive bioinformatics processing. Here we describe an approach to targeted multi-gene sequencing with combinatorial pooling of samples from BAV patients.
We studied a previously described cohort of 78 unrelated subjects with echocardiogram-identified BAV. Subjects were identified as having isolated BAV or BAV associated with coarctation of aorta (BAV-CoA). BAV cusp fusion morphology was defined as right-left cusp fusion, right non-coronary cusp fusion, or left non-coronary cusp fusion. Samples were combined into 19 pools using a uniquely overlapping combinatorial design; a given mutation could be attributed to a single individual on the basis of which pools contained the mutation. A custom gene capture of 97 candidate genes was sequenced on the Illumina HiSeq 2000. Multistep bioinformatics processing was performed for base calling, variant identification, and in-silico analysis of putative disease-causing variants.
Targeted capture identified 42 rare, non-synonymous, exonic variants involving 35 of the 97 candidate genes. Among these variants, in-silico analysis classified 33 of these variants as putative disease-causing changes. Sanger sequencing confirmed thirty-one of these variants, found among 16 individuals. There were no significant differences in variant burden among BAV fusion phenotypes or isolated BAV versus BAV-CoA. Pathway analysis suggests a role for the WNT signaling pathway in human BAV.
We successfully developed a pooling and targeted capture strategy that enabled rapid and cost effective next generation sequencing of target genes in a large patient cohort. This approach identified a large number of putative disease-causing variants in a cohort of patients with BAV, including variants in 26 genes not previously associated with human BAV. The data suggest that BAV heritability is complex and polygenic. Our pooling approach saved over $39,350 compared to an unpooled, targeted capture sequencing strategy.
二叶式主动脉瓣(BAV)是最常见的先天性心脏病类型,其人群患病率为 1-2%。虽然已知 BAV 具有高度遗传性,但在少数人类 BAV 病例中已报道了单个基因(如 GATA5 和 NOTCH1)的突变。传统的基因测序方法既费时又费力,而新一代高通量测序对于大型患者队列来说仍然昂贵,并且需要广泛的生物信息学处理。在这里,我们描述了一种针对 BAV 患者的靶向多基因测序与组合样本池化的方法。
我们研究了先前描述的 78 名经超声心动图鉴定为 BAV 的无关联受试者队列。受试者被确定为孤立性 BAV 或 BAV 合并主动脉缩窄(BAV-CoA)。BAV 瓣叶融合形态定义为右-左瓣叶融合、右无冠状动脉瓣叶融合或左无冠状动脉瓣叶融合。根据哪些池包含突变,将样本组合成 19 个池,使用独特的重叠组合设计;可以根据哪个池包含突变来确定单个个体的突变。在 Illumina HiSeq 2000 上对 97 个候选基因的定制基因捕获进行测序。进行了多步生物信息学处理,包括碱基调用、变体识别以及潜在致病变体的计算机分析。
靶向捕获鉴定出 42 种罕见的、非同义的外显子变体,涉及 97 个候选基因中的 35 个。在这些变体中,计算机分析将 33 种变体归类为潜在的致病变化。Sanger 测序在 16 名个体中证实了其中的 31 种变体。BAV 融合表型或孤立性 BAV 与 BAV-CoA 之间的变异负担没有显著差异。途径分析表明 WNT 信号通路在人类 BAV 中起作用。
我们成功开发了一种组合和靶向捕获策略,可在大型患者队列中快速且具有成本效益地对目标基因进行下一代测序。这种方法在 BAV 患者队列中鉴定出了大量潜在的致病变体,包括 26 个以前与人类 BAV 无关的基因中的变体。数据表明 BAV 的遗传性是复杂的,是多基因的。与未组合的靶向捕获测序策略相比,我们的组合方法节省了超过 39350 美元。