不同时期牙鲆形态性状对体重影响的通径分析及曲线拟合研究
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1. 中国水产科学研究院 黄海水产研究所, 青岛海洋科学与技术国家实验室; 海洋渔业科学与食品产出过程功能 实验室, 农业部海洋渔业可持续发展重点实验室, 山东 青岛266071; 2. 上海海洋大学 水产与生命学院, 上海201306; 3. 大连海洋大学 水产与生命学院, 辽宁 大连116023

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作者简介:陈红林, 硕士研究生, 主要从事海洋动物遗传育种研究. E-mail: shmilyweight@126.com 通信作者:田永胜, 研究员. Tel: 0532-85831605; E-mail: tianys@ysfri.ac.cn

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S917

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国家863 计划项目(2012AA10A408); 国家自然科学基金项目(31372510,30972244); 山东省泰山学者建设工程专项资助.


Path analysis and curve estimates of morphometric traits and body weight of Paralichthys olivaceus at different growth stages
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1. Key Laboratory of Sustainable Development of Marine Fisheries, Ministry of Agriculture; Function Laboratory for Marine Fisheries Science and Food Production Processes, National Lab for Ocean Science and Technology; Yellow Sea Fisheries Research Institu

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    摘要:

    以8 月龄与14 月龄的养殖牙鲆(Paralichthys olivaceus)为研究对象, 分别测定体重(Y)和22 个形态性状, 对各性状进行相关分析, 并建立多元回归方程, 对各形态性状对体重的影响效果进行通径分析。分别以进入回归方程的各形态性状作为自变量, 体重为因变量进行曲线模型拟合, 筛选最优拟合模型。结果显示: (1)在不同生长阶段, 相同形态性状与体重的相关性存在差异。(2)8 月龄阶段, X18(腹鳍基部到背鳍终点的直线距离)、X4(体宽)和X11(背鳍起点到臀鳍起点的直线距离)对体重的通径系数达到极显著水平(P<0.01), 14 月龄阶段, X18、X14(背鳍终点到臀鳍终点的直线距离)和X9(尾柄长)对体重的通径系数达到显著水平(P<0.05), 由此可知, 不同生长阶段, 影响体重的形态性状不尽相同。8 月龄和 14 月龄牙鲆形态性状对体重的多元回归方程分别为: Y =-119.541+7.191X18 +4 11 10.135X +7.197X ; 18 14 9 Y =-484.931+31.959X +81.928X -17.899X 。(3)8 月龄阶段, 将回归模型中的 3 个自变量分 别 与 体 重 进 行 模 型 拟 合 , 最 优 拟 合 模 型 均 为 线 性 模 型 , 分 别 为 : Y =-117.866+ 18 15.724X ;4 Y =-94.579+24.763X ; 11 Y =-100.602+33.184X ; 14 月龄阶段, 将回归模型中的 3 个形态性状分别与体重进行模型拟合, 最优拟合模型均为幂函数模型, 分别为: 3.06318 Y = 0.036X ; 2.58714 Y = 0.095X ; 1.5849 Y = 62.249X 。本次研究表明,在牙鲆的不同生长时期, 影响体重的主要形态性状不同, 两阶段适用的最优拟合模型也不同, 这为牙鲆不同时期的选择育种工作提供了理论依据。

    Abstract:

    Paralichthys olivaceus is one of the most important aquaculture species in China. However, intensive breedingand many generations of inbreeding have resulted in poor disease resistance and slow growth. Therefore, it is necessaryto improve the quality and productivity of P. olivaceus through selective breeding. To study the relationship betweenmorphometric traits and body weight of P. olivaceus at different growth stages, 83 fish were selected randomly (8months old, n = 52 and 14 months old, n = 31) to measure 22 morphometric traits and body weights. The data were statisticallyprocessed using correlation, path, and stepwise regression analyses, and multivariate regression equations werecalculated. The traits were included in the equation as independent variables, and body weight was the dependent variablein six curve-fitting models to select the optimal model. The results showed that: (1)the correlation coefficients betweenbody weight and each trait varied and differed at the two developmental stages. (2)The path coefficients of X18,X4, and X11 for 8-month body weight were highly significant (P<0.01). The path coefficients of X18, X14, and X9 for14-month body weight were also significant (P<0.05). The multivariate regression equation was Y = −119.541 + 7.191X18 + 10.135 X4 + 7.197 X11 for 8 months, and Y = −484.931 + 31.959 X18 + 81.928 X14 − 17.889 X9 for 14 months. Thisresult suggests that the vital morphometric traits that affected body weight at the two growth stages were different.(3) All optimal models at 8 months were linear, including Y = −117.866 + 15.724 X18, Y = −94.579 + 24.763 X4, and Y =−100.602 + 33.184 X11. However, all optimal models at 14 months were power models, including Y = 0.036 X183.063, Y =0.095 X142.507, and Y = 62.249 X91.584. These results indicate that the growth rhythms between the two growth stageswere different. The R2 values for the multivariate regression equations at 8 and 14 months were 0.965 and 0.984, respectively,indicating that the equations can be used to predict P. olivaceus body weight. The R2 values for the X11linear model at 8 months and the X9 and X14 power models at 14 months were all < 0.85, indicating that X11, X9, and X14did not explain body weight as a single independent variable. The X18 path coefficient appeared in the multivariate regressionequations at both growth stages, indicating that X18 is a predominant morphometric trait affecting body weightand can be regarded as an assisted selection trait for body weight. These results provide a theoretical basis for selectivebreeding of P. olivaceus at different developmental stages.

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陈红林,田永胜,刘峰,李洪,李祥孔,宋莉妮,陈松林.不同时期牙鲆形态性状对体重影响的通径分析及曲线拟合研究[J].中国水产科学,2016,23(1):64-76
CHEN Honglin, TIAN Yongsheng, LIU Feng, LI Hong, LI Xiangkong, SONG Lini, CHEN Songlin. Path analysis and curve estimates of morphometric traits and body weight of Paralichthys olivaceus at different growth stages[J]. Journal of Fishery Sciences of China,2016,23(1):64-76

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  • 在线发布日期: 2016-01-13
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