Boeykens Fréderique, Bogaerts Evelien, Vossaert Liesbeth, Peelman Luc, Van Nieuwerburgh Filip, Saunders Jimmy H, Broeckx Bart J G
Laboratory of Animal Genetics, Department of Veterinary and Biosciences, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium.
Department of Morphology, Imaging, Orthopedics, Rehabilitation and Nutrition, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium.
Comput Struct Biotechnol J. 2025 Mar 7;27:960-968. doi: 10.1016/j.csbj.2025.03.008. eCollection 2025.
Whole-exome sequencing (WES) is used to selectively sequence all exons of protein-coding genes. WES is considered as a cost-effective and direct approach for identifying phenotype-associated variants in protein-coding regions and is as such situated between the traditional Sanger sequencing and whole genome sequencing (WGS). While WES is already widely used as a clinical tool in human and medical genetics, its use in veterinary medicine is currently restricted to research purposes. In this article, we aimed to provide baseline performance characteristics of a WES design to assess its suitability with future applications in veterinary clinical genetics in mind.
To assess the potential of WES in a clinical setting for dogs, 49 canine samples underwent capture, sequencing and analysis for the presence of 352 known phenotype-associated variants. The sequencing performance was compared for three types of variants, based on their size and location: single nucleotide variants (SNVs) inside exons, larger indel variants (≤20 bp) inside exons and intronic variants.
On average, 85 % and 82 % of the exonic SNPs and larger variants were sequenced at a sequencing depth of ≥ 10x in the 49 samples, respectively. In the best performing sample, 94 % of the exonic SNPs were covered at least 10x, whereas in the worst performing sample, still 71 % of the exonic SNPs had an average sequencing depth of more than 10x.
To our knowledge, this is the first report that describes the performance of a research-intended WES design if it would be used in clinical genetics. This study found that WES demonstrated high efficacy in detecting variants located within target regions, including those that were not initially included in the design. However, the performance varied across different variants. The next steps would be the development of improved designs and settings to ameliorate the results.
全外显子组测序(WES)用于选择性地对蛋白质编码基因的所有外显子进行测序。WES被认为是一种经济高效且直接的方法,用于识别蛋白质编码区域中与表型相关的变异,因此处于传统桑格测序和全基因组测序(WGS)之间。虽然WES已在人类和医学遗传学中广泛用作临床工具,但其在兽医学中的应用目前仅限于研究目的。在本文中,我们旨在提供一种WES设计的基线性能特征,以便在考虑其未来在兽医临床遗传学中的应用的情况下评估其适用性。
为了评估WES在犬类临床环境中的潜力,对49个犬类样本进行了捕获、测序和分析,以检测352个已知的与表型相关的变异。根据变异的大小和位置,比较了三种类型变异的测序性能:外显子内的单核苷酸变异(SNV)、外显子内较大的插入缺失变异(≤20 bp)和内含子变异。
平均而言,在49个样本中,分别有85%和82%的外显子SNP和较大变异在测序深度≥10x时被测序。在表现最佳的样本中,94%的外显子SNP至少被覆盖10x,而在表现最差的样本中,仍有71%的外显子SNP平均测序深度超过10x。
据我们所知,这是第一份描述用于研究目的的WES设计在临床遗传学中应用时性能的报告。本研究发现,WES在检测目标区域内的变异方面表现出高效性,包括那些最初未包含在设计中的变异。然而,不同变异的性能有所不同。接下来的步骤将是开发改进的设计和设置以改善结果。