Onyango Maria G, Aitken Nicola C, Jack Cameron, Chuah Aaron, Oguya James, Djikeng Appolinaire, Kemp Steve, Bellis Glenn A, Nicholas Adrian, Walker Peter J, Duchemin Jean-Bernard
CSIRO Health and Biosecurity, Australian Animal Health Laboratory, 5 Portalington Road, Geelong, 3220, VIC, Australia.
School of Medicine, Deakin University, 75 Pidgons Road, Waurn Ponds, 3216, VIC, Australia.
BMC Genomics. 2016 Sep 30;17(1):769. doi: 10.1186/s12864-016-3124-1.
The advent of genotyping by Next Generation Sequencing has enabled rapid discovery of thousands of single nucleotide polymorphism (SNP) markers and high throughput genotyping of large populations at an affordable cost. Genotyping by sequencing (GBS), a reduced representation library sequencing method, allows highly multiplexed sequencing of genomic subsets. This method has limitations for small organisms with low amounts of genomic DNA, such as the bluetongue virus (BTV) vectors, Culicoides midges.
This study employed the GBS method to isolate SNP markers de novo from whole genome amplified Culicoides brevitarsis genomic DNA. The individuals were collected from regions representing two different Australian patterns of BTV strain distribution: the Northern Territory (NT) and the east coast. We isolated 8145 SNPs using GBS. Phylogenetic analysis conducted using the filtered 3263 SNPs revealed the presence of a distinct C. brevitarsis sub-population in the NT and this was confirmed by analysis of mitochondrial DNA. Two loci showed a very strong signal for selection and were unique to the NT population. Bayesian analysis with STRUCTURE indicated a possible two-population cluster.
The results suggest that genotyping vectors with high density markers in combination with biological and environmental data is useful. However, more extensive sampling over a wider spatial and temporal range is needed. The presence of sub-structure in populations and loci under natural selection indicates the need for further investigation of the role of vectors in shaping the two Australian systems of BTV transmission. The described workflow is transferable to genotyping of small, non-model organisms, including arthropod vectors of pathogens of economic and medical importance.
新一代测序技术进行基因分型的出现,使得能够以可承受的成本快速发现数千个单核苷酸多态性(SNP)标记,并对大量人群进行高通量基因分型。测序基因分型(GBS)是一种简化代表性文库测序方法,可对基因组子集进行高度多重测序。这种方法对于基因组DNA含量低的小型生物,如蓝舌病毒(BTV)载体库蠓,存在局限性。
本研究采用GBS方法从全基因组扩增的短角库蠓基因组DNA中从头分离SNP标记。个体采集自代表澳大利亚两种不同BTV毒株分布模式的地区:北领地(NT)和东海岸。我们使用GBS分离出8145个SNP。使用经过筛选的3263个SNP进行的系统发育分析显示,NT地区存在一个独特的短角库蠓亚群,这一点通过线粒体DNA分析得到了证实。两个位点显示出非常强烈的选择信号,且是NT群体所特有的。使用STRUCTURE进行的贝叶斯分析表明可能存在两个群体聚类。
结果表明,结合生物学和环境数据对具有高密度标记的载体进行基因分型是有用的。然而,需要在更广泛的空间和时间范围内进行更广泛的采样。自然选择下群体和位点中存在亚结构,这表明需要进一步研究载体在塑造澳大利亚两种BTV传播系统中的作用。所描述的工作流程可转移到对小型非模式生物进行基因分型,包括具有经济和医学重要性的病原体的节肢动物载体。