Department of Animal Breeding and Genetics, Swedish University of Agricultural Sciences, Uppsala, Sweden.
Aquaculture Center North, Kälarne, Sweden.
J Anim Breed Genet. 2021 May;138(3):326-337. doi: 10.1111/jbg.12509. Epub 2020 Oct 3.
The Arctic charr breeding programme has been a main driving force for developing the aquaculture industry in Sweden. Selection has been performed for almost 40 years using animals from a closed breeding nucleus. The aim of the current study was to evaluate the potential of further improving growth-related traits taking into account the existence of genotype-by-environment interaction. Furthermore, we investigated the magnitude of the genetic component associated with survival to the eyed stage and potential associations with inbreeding coefficients. A preliminary heritability estimate of 0.23 (SE 0.20) was obtained for survival to the eyed stage using records spanning from 2000 to 2017 (n = 230). Moreover, moderate-to-high heritability estimates (0.27-0.49) were obtained for growth-related traits (body weight and length), using animals from the latest generation of selection (year class 2017). Those animals (n = 2,776), originating from 55 full-sib families, were split into two groups and reared in separate land-based facilities of commercial fish farms in Sweden. The growth-related traits were recorded twice in both sites when animals were of >1 and >2 years of age. Existence of sexual growth dimorphism was indicated with the males having on average 6%-8% higher total length and 22%-34% higher body weight. Furthermore, high genetic correlations regarding growth traits were obtained amongst animals reared at the two different sites (0.82-0.95). In addition, we assessed the accuracy of best linear unbiased prediction (BLUP)-derived estimated breeding values (EBVs) when phenotypes from each rearing site were subsequently masked and used as a validation set. A mean prediction accuracy of 0.60 (length) and 0.64 (weight) were derived for both rearing sites. Overall, our results suggest that further growth improvements should be possible in the subsequent generations of selection. Finally, even though indications for the existence of an underlying genetic component(s) involved in survival to the eyed stage were obtained additional data will be required for elucidating its magnitude.
北极红点鲑养殖计划一直是推动瑞典水产养殖业发展的主要动力。近 40 年来,一直在使用来自封闭繁殖核心的动物进行选择。本研究的目的是评估进一步提高与生长相关的性状的潜力,同时考虑到基因型-环境互作的存在。此外,我们还研究了与眼期存活相关的遗传成分的幅度,并研究了与近交系数的潜在关联。使用 2000 年至 2017 年(n=230)的记录,获得了眼期存活初步遗传力估计值为 0.23(SE 0.20)。此外,使用最新一代选择的动物(2017 年年龄组),获得了与生长相关的性状(体重和体长)的中等到高遗传力估计值(0.27-0.49)。这些动物(n=2776)来自 55 个全同胞家系,被分为两组,并在瑞典的两个商业鱼类养殖场的陆基设施中分别饲养。当动物年龄大于 1 岁和大于 2 岁时,在两个地点记录两次生长相关性状。雄性的全长和体重平均比雌性高 6%-8%和 22%-34%,表明存在性生长二态性。此外,在两个不同地点饲养的动物之间,生长性状具有较高的遗传相关性(0.82-0.95)。此外,我们评估了最佳线性无偏预测(BLUP)衍生的估计育种值(EBV)的准确性,当时每个饲养地点的表型随后被屏蔽并用作验证集。两个饲养地点的平均预测准确性分别为 0.60(体长)和 0.64(体重)。总体而言,我们的结果表明,在随后的几代选择中,生长的进一步提高应该是可能的。最后,尽管获得了与眼期存活相关的遗传成分存在的迹象,但还需要更多的数据来阐明其幅度。