García-Ballesteros Silvia, Villanueva Beatriz, Fernández Jesús, Gutiérrez Juan Pablo, Cervantes Isabel
Departamento de Mejora Genética Animal, INIA, 28040, Madrid, Spain.
Departamento de Producción Animal, Facultad de Veterinaria, Universidad Complutense de Madrid, 28040, Madrid, Spain.
Genet Sel Evol. 2021 Mar 12;53(1):26. doi: 10.1186/s12711-021-00621-6.
Uniformity of body weight is a trait of great economic importance in the production of white shrimp (Litopenaeus vannamei). A necessary condition to improve this trait through selective breeding is the existence of genetic variability for the environmental variance of body weight. Although several studies have reported such variability in other aquaculture species, to our knowledge, no estimates are available for shrimp. Our aim in this study was to estimate the genetic variance for weight uniformity in a farmed population of shrimp to determine the potential of including this trait in the selection program. We also estimated the genetic correlation of weight uniformity between two environments (selection nucleus and commercial population).
The database contained phenotypic records for body weight on 51,346 individuals from the selection nucleus and 38,297 individuals from the commercial population. A double hierarchical generalized linear model was used to analyse weight uniformity in the two environments. Fixed effects included sex and year for the nucleus data and sex and year-pond combination for the commercial data. Environmental and additive genetic effects were included as random effects.
The estimated genetic variance for weight uniformity was greater than 0 (0.06 ± 0.01) in both the nucleus and commercial populations and the genetic coefficient of variation for the residual variance was 0.25 ± 0.01. The genetic correlation between weight and weight uniformity was close to zero in both environments. The estimate of the genetic correlation of weight uniformity between the two environments (selection nucleus and commercial population) was 0.64 ± 0.06.
The existence of genetic variance for weight uniformity suggests that genetic improvement of this trait is possible. Selection for weight uniformity should not decrease weight, given the near zero genetic correlation between these two traits. The strong genetic correlation of weight uniformity between the two environments indicates that response to selection for uniformity in the nucleus will be at least partially transmitted to the commercial population if this trait is included in the breeding goal.
体重均匀度是凡纳滨对虾生产中具有重要经济意义的一个性状。通过选择性育种改善该性状的一个必要条件是体重环境方差存在遗传变异。尽管已有多项研究报道了其他水产养殖物种存在这种变异,但据我们所知,尚无对虾的相关估计。本研究的目的是估计养殖对虾群体中体重均匀度的遗传方差,以确定将该性状纳入选择计划的潜力。我们还估计了两个环境(选育核心群和商业群体)之间体重均匀度的遗传相关性。
数据库包含来自选育核心群的51346只个体和来自商业群体的38297只个体的体重表型记录。使用双重层次广义线性模型分析两个环境中的体重均匀度。固定效应包括核心群数据中的性别和年份以及商业数据中的性别和年份 - 池塘组合。环境效应和加性遗传效应作为随机效应纳入。
选育核心群和商业群体中体重均匀度的估计遗传方差均大于0(0.06 ± 0.01),剩余方差的遗传变异系数为0.25 ± 0.01。在两个环境中,体重与体重均匀度之间的遗传相关性均接近零。两个环境(选育核心群和商业群体)之间体重均匀度的遗传相关性估计值为0.64 ± 0.06。
体重均匀度存在遗传方差表明该性状的遗传改良是可能的。鉴于这两个性状之间的遗传相关性接近零,选择体重均匀度不应降低体重。两个环境之间体重均匀度的强遗传相关性表明,如果将该性状纳入育种目标,选育核心群中对均匀度选择的反应将至少部分传递到商业群体。