Agroscope, Swiss Bee Research Centre, Schwarzenburgstrasse 161, Bern, 3003, Switzerland.
Agroscope, Animal GenoPhenomics, Rte de la Tioleyre 4, Posieux, 1725, Switzerland.
Anim Genet. 2021 Aug;52(4):472-481. doi: 10.1111/age.13070. Epub 2021 May 10.
The identification of quantitative trait loci (QTL) through genome-wide association studies (GWAS) is a powerful method for unravelling the genetic background of selected traits and improving early-stage predictions. In honey bees (Apis mellifera), past genetic analyses have particularly focused on individual queens and workers. In this study, we used pooled whole-genome sequences to ascertain the genetic variation of the entire colony. In total, we sampled 216 Apis mellifera mellifera and 28 Apis mellifera carnica colonies. Different experts subjectively assessed the gentleness and calmness of the colonies using a standardised protocol. Conducting a GWAS for calmness on 211 purebred A. m. mellifera colonies, we identified three QTL, on chromosomes 8, 6, and 12. The two first QTL correspond to LOC409692 gene, coding for a disintegrin and metalloproteinase domain-containing protein 10, and to Abscam gene, coding for a Dscam family member Abscam protein, respectively. The last gene has been reported to be involved in the domestication of A. mellifera. The third QTL is located 13 kb upstream of LOC102655631, coding for a trehalose transporter. For gentleness, two QTL were identified on chromosomes 4 and 3. They are located within gene LOC413669, coding for a lap4 protein, and gene LOC413416, coding for a bicaudal C homolog 1-B protein, respectively. The identified positional candidate genes of both traits mainly affect the olfaction and nervous system of honey bees. Further research is needed to confirm the results and to better understand the genetic and phenotypic basis of calmness and gentleness.
通过全基因组关联研究(GWAS)鉴定数量性状基因座(QTL)是揭示选择性状遗传背景和提高早期预测能力的有力方法。在蜜蜂(Apis mellifera)中,过去的遗传分析特别侧重于单个蜂王和工蜂。在这项研究中,我们使用 pooled whole-genome sequences 来确定整个群体的遗传变异。总共采集了 216 只意大利蜜蜂(Apis mellifera mellifera)和 28 只卡尼鄂拉蜜蜂(Apis mellifera carnica)的群体。不同的专家使用标准化方案主观评估了群体的温顺和冷静程度。我们对 211 只纯种 A. m. mellifera 群体进行了 calmness 的 GWAS 分析,鉴定出三个 QTL,位于染色体 8、6 和 12 上。前两个 QTL 分别对应于编码 disintegrin 和 metalloproteinase 结构域蛋白 10 的 LOC409692 基因和编码 Dscam 家族成员 Abscam 蛋白的 Abscam 基因。最后一个基因已被报道参与了 A. mellifera 的驯化。第三个 QTL 位于 LOC102655631 上游 13kb 处,编码 trehalose transporter。对于温顺性,在染色体 4 和 3 上鉴定出两个 QTL。它们位于 LOC413669 基因内,编码 lap4 蛋白,以及 LOC413416 基因内,编码 bicaudal C 同源物 1-B 蛋白。这两个性状的鉴定的候选基因主要影响蜜蜂的嗅觉和神经系统。需要进一步的研究来确认结果,并更好地理解温顺和冷静的遗传和表型基础。