Hamzah Azhar, Thoa Ngo Phu, Nguyen Nguyen Hong
National Prawn Fry Production and Research Centre, Kg. Pulau Sayak, 08500, Kota Kuala Muda, Kedah, Malaysia.
Research Institute for Aquaculture No.1, Tu Son, Bắc Ninh, Vietnam.
J Appl Genet. 2017 Nov;58(4):509-519. doi: 10.1007/s13353-017-0411-8. Epub 2017 Oct 5.
Quantitative genetic analysis was performed on 10,919 data records collected over three generations from the selection programme for increased body weight at harvest in red tilapia (Oreochromis spp.). They were offspring of 224 sires and 226 dams (50 sires and 60 dams per generation, on average). Linear mixed models were used to analyse body traits (weight, length, width and depth), whereas threshold generalised models assuming probit distribution were employed to examine genetic inheritance of survival rate, sexual maturity and body colour. The estimates of heritability for traits studied (body weight, standard length, body width, body depth, body colour, early sexual maturation and survival) across statistical models were moderate to high (0.13-0.45). Genetic correlations among body traits and survival were high and positive (0.68-0.96). Body length and width exhibited negative genetic correlations with body colour (- 0.47 to - 0.25). Sexual maturity was genetically correlated positively with measurements of body traits (weight and length). Direct and correlated genetic responses to selection were measured as estimated breeding values in each generation and expressed in genetic standard deviation units (σ). The cumulative improvement achieved for harvest body weight was 1.72 σ after three generations or 12.5% per generation when the gain was expressed as a percentage of the base population. Selection for improved body weight also resulted in correlated increase in other body traits (length, width and depth) and survival rate (ranging from 0.25 to 0.81 genetic standard deviation units). Avoidance of black spot parent matings also improved the overall red colour of the selected population. It is concluded that the selective breeding programme for red tilapia has succeeded in achieving significant genetic improvement for a range of commercially important traits in this species, and the large genetic variation in body colour and survival also shows that there are prospects for future improvement of these traits in this population of red tilapia.
对红罗非鱼(Oreochromis spp.)收获时体重增加的选育计划三代内收集的10919条数据记录进行了数量遗传学分析。它们是224只雄鱼和226只雌鱼的后代(平均每代50只雄鱼和60只雌鱼)。使用线性混合模型分析身体性状(体重、体长、体宽和体深),而采用假设概率分布的阈值广义模型来研究存活率、性成熟和体色的遗传继承。各统计模型中所研究性状(体重、标准体长、体宽、体深、体色、早熟和存活)的遗传力估计值为中等至高(0.13 - 0.45)。身体性状与存活率之间的遗传相关性高且为正(0.68 - 0.96)。体长和体宽与体色呈负遗传相关性(-0.47至-0.25)。性成熟与身体性状测量值(体重和体长)呈正遗传相关性。对选择的直接和相关遗传反应以每代的估计育种值衡量,并以遗传标准差单位(σ)表示。三代后收获体重的累积改良为1.72σ,或以相对于基础群体的百分比表示时,每代增加12.5%。对体重改良的选择也导致其他身体性状(体长、体宽和体深)和存活率的相关增加(范围为0.25至0.81个遗传标准差单位)。避免黑斑亲本交配也改善了所选群体的整体红色。得出的结论是,红罗非鱼的选择性育种计划已成功实现了该物种一系列商业重要性状的显著遗传改良,并且体色和存活率的大遗传变异也表明该红罗非鱼群体中这些性状未来有进一步改良的前景。