Aramburu Oscar, Ceballos Francisco, Casanova Adrián, Le Moan Alan, Hemmer-Hansen Jakob, Bekkevold Dorte, Bouza Carmen, Martínez Paulino
Department of Zoology, Genetics and Physical Anthropology, Faculty of Veterinary, Universidade de Santiago de Compostela, Lugo, Spain.
Instituto de Acuicultura, Universidade de Santiago de Compostela, Santiago de Compostela, Spain.
Front Genet. 2020 Apr 3;11:296. doi: 10.3389/fgene.2020.00296. eCollection 2020.
Massive genotyping of single nucleotide polymorphisms (SNP) has opened opportunities for analyzing the way in which selection shapes genomes. Artificial or natural selection usually leaves genomic signatures associated with selective sweeps around the responsible locus. Strong selective sweeps are most often identified either by lower genetic diversity than the genomic average and/or islands of runs of homozygosity (ROHi). Here, we conducted an analysis of selective sweeps in turbot () using two SNP datasets from a Northeastern Atlantic population (36 individuals) and a domestic broodstock (46 individuals). Twenty-six families (∼ 40 offspring per family) from this broodstock and three SNP datasets applying differing filtering criteria were used to adjust ROH calling parameters. The best-fitted genomic inbreeding estimate (F) was obtained by the sum of ROH longer than 1 Mb, called using a 21,615 SNP panel, a sliding window of 37 SNPs and one heterozygous SNP per window allowed. These parameters were used to obtain the ROHi distribution in the domestic and wild populations (49 and 0 ROHi, respectively). Regions with higher and lower genetic diversity within each population were obtained using sliding windows of 37 SNPs. Furthermore, those regions were mapped in the turbot genome against previously reported genetic markers associated with QTL (Quantitative Trait Loci) and outlier loci for domestic or natural selection to identify putative selective sweeps. Out of the 319 and 278 windows surpassing the suggestive pooled heterozygosity thresholds (ZHp) in the wild and domestic population, respectively, 78 and 54 were retained under more restrictive ZHp criteria. A total of 116 suggestive windows (representing 19 genomic regions) were linked to either QTL for production traits, or outliers for divergent or balancing selection. Twenty-four of them (representing 3 genomic regions) were retained under stricter ZHp thresholds. Eleven QTL/outlier markers were exclusively found in suggestive regions of the domestic broodstock, 7 in the wild population and one in both populations; one (broodstock) and two (wild) of those were found in significant regions retained under more restrictive ZHp criteria in the broodstock and the wild population, respectively. Genome mining and functional enrichment within regions associated with selective sweeps disclosed relevant genes and pathways related to aquaculture target traits, including growth and immune-related pathways, metabolism and response to hypoxia, which showcases how this genome atlas of genetic diversity can be a valuable resource to look for candidate genes related to natural or artificial selection in turbot populations.
单核苷酸多态性(SNP)的大规模基因分型为分析选择塑造基因组的方式提供了机会。人工选择或自然选择通常会在相关基因座周围留下与选择性清除相关的基因组特征。强烈的选择性清除最常通过低于基因组平均水平的遗传多样性和/或纯合子连续片段(ROHi)岛来识别。在这里,我们使用来自东北大西洋种群(36个个体)和家养亲鱼(46个个体)的两个SNP数据集,对大菱鲆()的选择性清除进行了分析。使用来自该亲鱼的26个家系(每个家系约40个后代)和三个应用不同过滤标准的SNP数据集来调整ROH调用参数。通过使用21,615个SNP面板、37个SNP的滑动窗口以及每个窗口允许一个杂合SNP,对长度超过1 Mb的ROH进行求和,从而获得最佳拟合的基因组近亲繁殖估计值(F)。这些参数用于获得家养种群和野生种群中的ROHi分布(分别为49个和0个ROHi)。使用37个SNP的滑动窗口获得每个种群内遗传多样性较高和较低的区域。此外,将这些区域与大菱鲆基因组中先前报道的与数量性状位点(QTL)和家养或自然选择的异常位点相关的遗传标记进行比对,以识别假定的选择性清除。在野生种群和家养种群中,分别有319个和278个窗口超过了暗示性的合并杂合度阈值(ZHp),在更严格的ZHp标准下,分别保留了78个和54个窗口。总共116个暗示性窗口(代表19个基因组区域)与生产性状的QTL或趋异或平衡选择的异常位点相关。在更严格的ZHp阈值下,其中24个(代表3个基因组区域)被保留。在家养亲鱼的暗示性区域中仅发现了11个QTL/异常标记,在野生种群中发现了7个,在两个种群中都发现了1个;其中一个(亲鱼)和两个(野生)分别在亲鱼和野生种群中更严格的ZHp标准下保留的显著区域中被发现。与选择性清除相关区域内的基因组挖掘和功能富集揭示了与水产养殖目标性状相关的相关基因和途径,包括生长和免疫相关途径、代谢以及对缺氧的反应,这展示了这个遗传多样性基因组图谱如何成为寻找大菱鲆种群中与自然或人工选择相关候选基因的宝贵资源。