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Evaluation of whole-genome sequencing of four Chinese crested dogs for variant detection using the ion proton system

机译:利用离子质子系统评估四只中国狗的全基因组测序以进行变异检测

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BackgroundNext generation sequencing (NGS) has traditionally been performed by large genome centers, but in recent years, the costs for whole-genome sequencing (WGS) have decreased substantially. With the introduction of smaller and less expensive “desktop” systems, NGS is now moving into the general laboratory. To evaluate the Ion Proton system for WGS we sequenced four Chinese Crested dogs and analyzed the data quality in terms of genome and exome coverage, the number of detected single nucleotide variants (SNVs) and insertions and deletions (INDELs) and the genotype concordance with the Illumina HD canine SNP array. For each of the four dogs, a 200?bp fragment library was constructed from genomic DNA and sequenced on two Ion PI chips per dog to reach mean coverage of 6–8x of the canine genome (genome size?≈?2.4 Gb). ResultsOn average, each Ion PI chip yielded approximately 73.3 million reads with a mean read length of 130?bp (~9.5 Gb sequence data) of which 98.5?% could be aligned to the canine reference genome (CanFam3.1). By sequencing a single dog using one fragment library and two Ion PI chips, on average 80?% of the genome and 77?% exome was covered by at least four reads. After removing duplicate reads (20.7?%) the mean coverage across the whole genome was 6x. Using sequence data from all four individuals (four fragment libraries and eight Ion PI chips) the genome and exome coverage could be further increased to 97.2 and 94.3?%, respectively. We detected 4.83 million unique SNPs and 6.10 million unique INDEL positions across all individuals. A comparison between SNP genotypes detected with the WGS and the 170?K Illumina HD canine SNP array showed 90?% concordance. ConclusionsWe have evaluated whole-genome sequencing on the Ion Proton system for genetic variant detection in four Chinese crested dogs. Even though INDEL calling with Ion Proton data is challenging due to specific platform errors, in case of SNP calling it can serve as an alternative to other next-generation sequencing platforms and SNP genotyping arrays, in studies aiming to identify causative mutations for rare monogenic diseases. In addition, we have identified new genetic variants of the Chinese Crested dog that will contribute to further whole-genome sequencing studies aimed to identify mutations associated with monogenic diseases with autosomal recessive inheritance.
机译:背景技术传统上,下一代测序(NGS)是由大型基因组中心进行的,但近年来,全基因组测序(WGS)的成本已大大降低。随着更小,更便宜的“台式”系统的推出,NGS现在正进入普通实验室。为了评估WGS的离子质子系统,我们对四只中国冠毛犬进行了测序,并根据基因组和外显子组覆盖率,检测到的单核苷酸变体(SNV)的数目以及插入和缺失(INDEL)以及与Illumina HD狗SNP阵列。对于四只狗中的每只,从基因组DNA构建一个200?bp的片段文库,并在每只狗的两个Ion PI芯片上进行测序,以达到犬基因组平均6-8倍的覆盖率(基因组大小≈≈2.4Gb)。结果平均而言,每个离子PI芯片可产生约7330万次读取,平均读取长度为130?bp(〜9.5 Gb序列数据),其中98.5?%可以与犬参考基因组(CanFam3.1)对齐。通过使用一个片段文库和两个Ion PI芯片对一只狗进行测序,至少四次读取平均覆盖了80%的基因组和77%的外显子组。除去重复的读数(20.7%)后,整个基因组的平均覆盖率为6倍。使用来自所有四个个体(四个片段库和八个离子PI芯片)的序列数据,基因组和外显子组的覆盖率可分别进一步提高到97.2%和94.3%。我们在所有个人中检测到483万个唯一SNP和610万个唯一INDEL职位。用WGS检测到的SNP基因型与170?K Illumina HD犬SNP阵列之间的比较显示出90%的一致性。结论我们评估了离子质子系统的全基因组测序,以检测四只中国冠毛犬的遗传变异。尽管由于特定的平台错误,使用离子质子数据进行INDEL调用具有挑战性,但在旨在鉴定罕见单基因疾病致病突变的研究中,如果使用SNP调用,它可以替代其他下一代测序平台和SNP基因分型阵列。此外,我们已经确定了中国冠毛犬的新遗传变异,这将有助于进一步的全基因组测序研究,旨在鉴定与常染色体隐性遗传的单基因疾病相关的突变。

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