Longitudinal genetic analysis for Pacific abalone growth-related traits in sea-based culture system
Wu, Fucun1,2,3,5; Li, Ming4; Ji, Youkang1,5; Wang, Wei1,2,3,5; Zhang, Guofan1,2,3,5
刊名AQUACULTURE
2023-01-30
卷号563页码:9
关键词Haliotis discus hannai Shell length Longitudinal genetic analysis Random regression Antedependence model
ISSN号0044-8486
DOI10.1016/j.aquaculture.2022.739020
通讯作者Wu, Fucun(wufucun@qdio.ac.cn) ; Zhang, Guofan()
英文摘要Pedigreed family-based selective breeding is an appealing approach in genetic improvement of aquaculture species as the benefits can be cumulative and permanent. To determine the longitudinal growth characteristics of Pacific abalone (Haliotis discus hannai), shell colour rings were manipulated by feeding alternative algae, and shell length (SL) identification was performed at different ages. Eight SL records were obtained from 3147 individuals in 192 full-sib families at 6, 7, 9, 13, 18, 24, 28, and 32 months after hatching. To estimate the additive genetic and environmental variance components, longitudinal genetic analysis of repeated SL measurements was conducted using multivariate, auto-regressive, antedependence and random regression models with restricted maximum likelihood method. The results showed that the multivariate model with common full-sib family variance and residual heterogeneity of variance was the best model for the given dataset. Heritability estimates showed a decreasing trend with age, which is similar to the results obtained from the quadratic polynomial random regression model, and ranged from 0.629 at 9 months to 0.259 at 32 months. The separate rearing and tagging of single abalone at 6 months may have led to significant common environment family bias and overestimation of heritability. The antedependence model did not achieve a better fit for the obtained dataset. Estimates of genetic correlation between contiguous ages were high, ranging from 0.622 between 6 and 32 months to 0.987 between 28 and 32 months. The results demonstrated that genetic gain can be obtained in selection for Pacific abalone growth and outlined information regarding the age at which selection should be performed. This study can provide data and guidelines to a Pacific abalone selection program for growth related-traits.
资助项目National Natural Science Foundation of China[31,972,790] ; National Natural Science Foundation of China[31,302,184] ; National Key Research and Development Program of China[2019YFD0900801] ; Yantai Science and Technology Plan Project[2019XDHZ095] ; Agriculture Research System of China of MOF and MARA[CARS-49]
WOS关键词RANDOM REGRESSION-MODELS ; BODY-WEIGHT ; HALIOTIS-LAEVIGATA ; MULTIPLE-TRAIT ; PARAMETERS ; SURVIVAL ; HERITABILITY ; SELECTION ; CATTLE
WOS研究方向Fisheries ; Marine & Freshwater Biology
语种英语
出版者ELSEVIER
WOS记录号WOS:000999883000007
内容类型期刊论文
源URL[http://ir.qdio.ac.cn/handle/337002/182228]  
专题海洋研究所_实验海洋生物学重点实验室
通讯作者Wu, Fucun; Zhang, Guofan
作者单位1.Chinese Acad Sci, Inst Oceanol, Ctr Ocean Mega Sci, CAS, Qingdao 266071, Peoples R China
2.Pilot Natl Lab Marine Sci & Technol, Lab Marine Biol & Biotechnol, Qingdao 266237, Peoples R China
3.Natl & Local Joint Engn Lab Ecol Mariculture, Qingdao 266071, Peoples R China
4.Zoneco Grp Co Ltd, Dalian 116001, Peoples R China
5.Chinese Acad Sci, Inst Oceanol, Ctr Ocean Mega Sci, Shandong Prov Key Lab Expt Marine Biol, Qingdao 266071, Peoples R China
推荐引用方式
GB/T 7714
Wu, Fucun,Li, Ming,Ji, Youkang,et al. Longitudinal genetic analysis for Pacific abalone growth-related traits in sea-based culture system[J]. AQUACULTURE,2023,563:9.
APA Wu, Fucun,Li, Ming,Ji, Youkang,Wang, Wei,&Zhang, Guofan.(2023).Longitudinal genetic analysis for Pacific abalone growth-related traits in sea-based culture system.AQUACULTURE,563,9.
MLA Wu, Fucun,et al."Longitudinal genetic analysis for Pacific abalone growth-related traits in sea-based culture system".AQUACULTURE 563(2023):9.
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