Genetic parameters and genotype by environment interaction for harvest traits of Malabar red snapper (Lutjanus malabaricus)

IF 3.9 1区 农林科学 Q1 FISHERIES Aquaculture Pub Date : 2025-04-30 Epub Date: 2025-01-31 DOI:10.1016/j.aquaculture.2025.742247
Bing Liang , Dean R. Jerry , Vu Nguyen , Xueyan Shen , Joyce Koh , Celestine Terence , Maria G. Nayfa , Maura Carrai , Purushothaman Kathiresan , Rachel Jia Wen Ho , Hazim Mohamed , Saraphina Dianne Rwei Qing Tneo , Grace Loo , Shubha Vij , Jose A. Domingos
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Abstract

Malabar red snapper (Lutjanus malabaricus) is a tropical fish farmed in Singapore and Southeast Asia. Currently, eggs are produced in open net cages without controlled breeding, and no breeding program exists. The industry needs access to high-quality eggs from genetically improved stocks, highlighting the importance of developing a breeding program. However, fundamental genetic information, such as heritability and genetic correlations, is needed before implementing such a program. In this study, 2547 Malabar red snappers were genotyped using a custom Axiom 70k Red Snapper SNP array across three different rearing sites in Singapore. The body weight (BW), total length (TL), body depth (BD), Fulton's condition factor (K), body shape index (BSI) and skin redness (CIELAB *a values; Cla) of the fish were collected at harvest when fish were 18 months old. The mean ± standard deviation (SD) of all fish samples were 635.1 ± 222.7 g (BW), 327.0 ± 39.4 mm (TL), 115.2 ± 14.4 mm (BD), 1.76 ± 0.23 (K), 3.63 ± 0.24 (BSI) and 4.6 ± 2.9 (Cla). Heritabilities (h2), genetic correlations (rg) and genotype by environment interactions (GxE interaction) were estimated using BLUPF90 with an animal mixed model using the genomic relationship matrix (GRM). Heritabilities were observed to be moderate for BW (0.29 ± 0.03), TL (0.30 ± 0.03), BD (0.39 ± 0.05), K (0.21 ± 0.03) and BSI (0.21 ± 0.03), but low for Cla (0.04 ± 0.02). High genetic correlations were present among both growth (BW, TL and BD, rg ≥ 0.90) and body-shape traits (K and BSI, rg = 0.91), but lower for comparisons between growth (BW and BD) and body-shape traits (K and BSI) (0.21 ± 0.10 to 0.43 ± 0.09). These results indicate that both harvest growth traits and body shape of Malabar red snapper could be improved via selective breeding programs, although selection of fast growers might not maximize the genetic gain for K and BSI. In contrast, the low h2 of red colouration suggested that environmental factors (e.g. dietary carotenoids) rather than genetic effects may be primarily responsible for the phenotypic variation observed in skin redness. Moderate GxE interactions were observed for BW (0.45 ± 0.25 to 0.60 ± 0.27), TL (0.31 ± 0.24 to 0.57 ± 0.27), BD (0.40 ± 0.24), K (0.36 ± 0.25 to 0.73 ± 0.91) and BSI (0.73 ± 0.26) among the three rearing sites, suggesting that a single breeding program may not deliver equal genetic gains for all farms alike, and that genomic selection algorithms should be trained on the rearing site where animals are to be farmed. In conclusion, the present study provided valuable information for the design of future selective breeding programs for Malabar red snapper.
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马拉巴红鲷收获性状的遗传参数及环境互作基因型
马拉巴红鲷鱼(Lutjanus malabaricus)是一种在新加坡和东南亚养殖的热带鱼。目前,鸡蛋是在开放式网笼中生产的,没有控制育种,也没有育种计划。该行业需要获得来自基因改良库存的高质量鸡蛋,这突出了制定育种计划的重要性。然而,在实施这样的计划之前,需要基本的遗传信息,如遗传性和遗传相关性。在这项研究中,使用自定义Axiom 70k红鲷鱼SNP阵列,在新加坡三个不同的饲养地点对2547条马拉巴尔红鲷鱼进行了基因分型。体重(BW)、全身长度(TL)、体深(BD)、富尔顿状况因子(K)、体型指数(BSI)和皮肤红度(CIELAB *a)值;这些鱼中有一半是在18个月大的时候采集的。平均值±标准偏差(SD)的所有鱼样品分别为635.1±222.7 g (BW), 327.0±39.4毫米(TL), 115.2±14.4毫米(BD), 1.76±0.23 (K), 3.63±0.24 (BSI)和4.6±2.9 (Cla)。遗传力(h2)、遗传相关性(rg)和环境相互作用的基因型(GxE相互作用)采用BLUPF90和动物混合模型,采用基因组关系矩阵(GRM)进行估计。BW(0.29±0.03)、TL(0.30±0.03)、BD(0.39±0.05)、K(0.21±0.03)和BSI(0.21±0.03)的遗传力中等,Cla(0.04±0.02)的遗传力较低。生长性状(BW、TL和BD, rg≥0.90)与体型性状(K和BSI, rg = 0.91)具有较高的遗传相关性,而生长性状(BW和BD)与体型性状(K和BSI)的遗传相关性较低(0.21±0.10 ~ 0.43±0.09)。这些结果表明,马拉巴尔红鲷鱼的收获生长性状和体型都可以通过选择性育种来改善,尽管选择快速生长的品种可能不能最大限度地提高K和BSI的遗传增益。相比之下,低h2的红色表明,环境因素(如膳食类胡萝卜素)而不是遗传效应可能主要负责表型变异观察到皮肤发红。三个养殖场的体重(0.45±0.25 ~ 0.60±0.27)、TL(0.31±0.24 ~ 0.57±0.27)、BD(0.40±0.24)、K(0.36±0.25 ~ 0.73±0.91)和BSI(0.73±0.26)均存在中等程度的GxE相互作用,表明单一育种计划可能不会为所有养殖场带来相同的遗传收益,基因组选择算法应在养殖动物的养殖场进行训练。本研究为今后马拉巴尔红鲷鱼选育方案的设计提供了有价值的信息。
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来源期刊
Aquaculture
Aquaculture 农林科学-海洋与淡水生物学
CiteScore
8.60
自引率
17.80%
发文量
1246
审稿时长
56 days
期刊介绍: Aquaculture is an international journal for the exploration, improvement and management of all freshwater and marine food resources. It publishes novel and innovative research of world-wide interest on farming of aquatic organisms, which includes finfish, mollusks, crustaceans and aquatic plants for human consumption. Research on ornamentals is not a focus of the Journal. Aquaculture only publishes papers with a clear relevance to improving aquaculture practices or a potential application.
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