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1.
In order to carry out the genetic improvement of turbot upper thermal tolerance, it is necessary to estimate the genetic parameters of UTT(upper thermal tolerance) and growth-related traits. The objective of this study was to estimate genetic parameters for BW(body weight) and UTT in a two-generational turbot(Scophthalmus maximus L.) pedigree derived from four imported turbot stocks(England, France, Denmark and Norway). A total of 42 families including 20 families from G1 generation and 22 families from G2 generation were used to test upper thermal tolerance(40–50 animals per family) in this study and the body weight of individuals were measured. The heritability of BW and UTT and the correlation between these two traits were estimated based on an individual animal model using Bayesian method based on two types of animal models with and without maternal effects.These results showed that the heritabilities for BW and UTT and phenotypic and genetic correlations between the two traits estimated from model without maternal effects were 0.239±0.141, 0.111±0.080, 0.075±0.026 and–0.019±0.011, respectively. The corresponding values from model with maternal effects were 0.203±0.115,0.055±0.026, 0.047±0.034 and –0.024±0.028, respectively. The maternal effects of BW and UTT were 0.050±0.017 and 0.013±0.004, respectively. The maternal effects had a certain influence on the genetic evaluation of the two traits. The findings of this paper provided the necessary background to determine the best selection strategy to be adopted in the genetic improvement program.  相似文献   

2.
Bayesian and restricted maximum likelihood(REML) approaches were used to estimate the genetic parameters in a cultured turbot Scophthalmus maximus stock. The data set consisted of harvest body weight from 2 462progenies(17 months old) from 28 families that were produced through artificial insemination using 39 parent fish. An animal model was applied to partition each weight value into a fixed effect, an additive genetic effect, and a residual effect. The average body weight of each family, which was measured at 110 days post-hatching, was considered as a covariate. For Bayesian analysis, heritability and breeding values were estimated using both the posterior mean and mode from the joint posterior conditional distribution. The results revealed that for additive genetic variance, the posterior mean estimate( δ_a~2=9 320) was highest but with the smallest residual variance,REML estimates( δ_a~2=8 088) came second and the posterior mode estimate( δ_a~2=7 849) was lowest. The corresponding three heritability estimates followed the same trend as additive genetic variance and they were all high. The Pearson correlations between each pair of the three estimates of breeding values were all high,particularly that between the posterior mean and REML estimates(0.996 9). These results reveal that the differences between Bayesian and REML methods in terms of estimation of heritability and breeding values were small. This study provides another feasible method of genetic parameter estimation in selective breeding programs of turbot.  相似文献   

3.
An analysis of a selection experiment was used to assess the impact of various animal model structures on REML estimates of variance components.The analyses were carried out based on 162 d body mass (BM) of 1 287 animals from 21 paternal half-sib groups of Fenneropenaeus chinensis.Estimated breeding values (EBV) of BM of all individuals were estimated using eight statistical models (A,AB,ABC,ABDC,ABMFC,ABMDC,ABFDC and ABMFDC) and BLUP (best linear unbiased prediction).These models were designed involving factors such as sex,spawn date as fixed effects,maternal genetic effects,full-sib family effects as random effects,mean BM of families at tagging and age at recording (covariate).The results demonstrate the importance of correct interpretation of effects in the data set,particularly those that can influence resemblance between relatives.The data structure and the particular model that was applied markedly influenced the magnitude of variance component estimates.Models based on few effects obtained upward biased estimates of additive genetic variance.The accuracy of genetic parameters and breeding value estimated by ABFDC model was higher than other models.The results imply that additive genetic direct value,full-sib family effects,and covariance effects besides sex and spawn date as fixed effects were very important for estimating genetic parameters and breeding value of body mass.This model had a heritability estimate of 162 d BM of 0.44.The comparison of the efficiency of selection based on breeding values or phenotypic value revealed great difference:average breeding value of the best 24 families selected by the 162 d BM breeding value and phenotype were 0.577 g and 0.366 g,respectively,representing a 36.57% higher efficiency in the former.In conclusion,selection based on breeding value was more effective than selection based on phenotypic value.Our results indicate that effects influencing the magnitude of estimates should be taken into account when estimating heritability and breeding values for BM.  相似文献   

4.
An introduced turbot population was used to establish families and to estimate genetic parameters of the offspring. However, there is a lack of pedigree information, and common environmental effects can be introduced when each full-sib family is raised in a single tank. Therefore, in the genetic evaluation, SSRs(simple sequence repeats) were used to reconstruct the pedigree and to calculate molecular relatedness between individuals, and the early mixed-family culture model was used to remove the impact of the common environmental effects. After100 d of early mixed culture, twenty SSRs were used to cluster 20 families and to calculate paired molecular relationships(n=880). Additive genetic matrices were constructed using molecular relatedness(MR) and pedigree reconstruction(PR) and were then applied to the same animal model to estimate genetic parameters. Based on PR, the heritabilities for body weight and body length were 0.214±0.124 and 0.117±0.141, and based on MR they were 0.101±0.031 and 0.102±0.034, respectively. Cross validation showed that the accuracies of the estimated breeding values based on MR(body weight and body length of 0.717±0.045 and 0.629±0.141, respectively) were higher than those of PR(body weight and body length of 0.692±0.052 and 0.615±0.060, respectively). The MR method ensure availability of all genotyped selection candidates, thereby improving the accuracy of the breeding value estimation.  相似文献   

5.
Heritability and genetic and phenotypic correlations were estimated for juvenile growth traits of Pacific abalone Haliotis discus hannai Ino.The estimates were calculated from shell length and shell width measurements on progeny resulting from 12 half-sib families and 36 full-sib families obtained using artificial fertilization of mating three females to each male.The measurements were taken at 10,20 and 30 d after fertilization.It was found that heritability estimates based on sire component ranged from 0.23 to 0.36 for shell length and 0.21 to 0.32 for shell width.Heritability estimates from dam component were larger than those from sire component at three ages,indicating presence of maternal effects,non-additive genetic effects and common environmental effects.Phenotypic correlations were significant at three ages(P < 0.05),with values of 0.92,0.93 and 0.92,respectively.Genetic correlations from the paternal half-sib correlation analysis were highly positive at three ages,with values of 0.50,0.78 and 0.81,respectively.The results suggest that selective breeding is an effective approach to improving growth traits of Pacific abalone stocks.  相似文献   

6.
The objectives of this present research were to assess the heritability of growth traits under low temperature conditions in turbot(Scophthalmus maximus L.), and to analyze the correlation between body weight(BW) and body length(BL). There were 536 individuals from 25 full- and half-sib families involved in this study. During the entire 90-day period, which was initiated at 233 dph(day old) and ended at 323 dph, the individuals' BW and BL were weighed consecutively six times every 18 days. The heritability of BW and BL and the correlation between these two traits were estimated based on an individual animal model with the derivative-free restricted maximum likelihood(DFREML) method. These results showed that the specific growth rates(SGR) of 25 families was from 0.75±0.11 to 1.05±0.14 under water temperature of 10.5–12°C. In addition, the heritability of BW and BL estimated under low-temperature were 0.32±0.04 and 0.47±0.06, respectively. The BW had a medium heritability(0.2–0.4), and the BL had a high heritability(0.45), which suggested that selection for increased weight and length was feasible. Moreover, there was potential for mass selection on growth. The genetic and phenotypic correlations between BW and BL were 0.95±0.01 and 0.91±0.01(P 0.01), respectively. A significant correlation between BW and BL showed that BL could be instead of BW for indirect selection, which could be effectively implemented in the breeding program.  相似文献   

7.
Genetic parameters and response to selection were estimated for harvest body weight in turbot. The data consisted of 10 952 individuals of 508 full-sib families from three generations(G0, G1, and G2). The heritability estimates for G0, G1, and G2 were 0.11±0.08, 0.18±0.09, and 0.17±0.07, respectively. Over three generations, the heritability estimate was 0.19±0.04. Maternal and common environmental effects were 0.10±0.04, 0.14±0.04, and0.13±0.03 within each generation and 0.12±0.01 across generations. The selection differential in growth was 18.24 g in G0 and 21.19 g in G1 corresponding to an average of 19.72 g per generation. The genetic gains were also calculated, they were 22.06 g in G1 and 11.93 g in G2, corresponding to 6.36% and 3.52% body weight. The total genetic gain after two generations was 10.10% body weight, which indicated that the selective breeding program for the body weight trait in turbot was successful.  相似文献   

8.
In order to elucidate the genetic mechanism of growth traits in turbot during ontogeny, developmental genetic analysis of the body weights, total lengths, standard lengths and body heights of turbots was conducted by mixed genetic models with additive-dominance effects, based on complete diallel crosses with four different strains of Scophthalmus maximus from Denmark, Norway, Britain, and France. Unconditional genetic analysis revealed that the unconditional additive effects for the four traits were more significant than unconditional dominance effects, meanwhile, the alternative expressions were also observed between the additive and dominant effects for body weights, total lengths and standard lengths. Conditional analysis showed that the developmental periods with active gene expression for body weights, total lengths, standard lengths and body heights were 15–18, 15 and 21–24, 15 and 24, and 21 and 27 months of age, respectively. The proportions of unconditional/conditional variances indicated that the narrow-sense heritabilities of body weights, total lengths and standard lengths were all increased systematically. The accumulative effects of genes controlling the four quantitative traits were mainly additive effects, suggesting that the selection is more efficient for the genetic improvement of turbots. The conditional genetic procedure is a useful tool to understand the expression of genes controlling developmental quantitative traits at a specific developmental period(t-1→t) during ontogeny. It is also important to determine the appropriate developmental period(t-1→t) for trait measurement in developmental quantitative genetic analysis in fish.  相似文献   

9.
The estimation of genetic parameters has played an important role in animal selective breeding for growth traits.Recently studies show that molecular markers can be incorporated into genetic evaluations. In order to improve the performance of an incomplete pedigree(i.e, only parents are known) in the genetic evaluations, 12 microsatellite markers have been applied in the estimation of the genetic parameters for body weight in a farmed population(n=1 890) of juvenile turbot(Scophthalmus maximus L.). A new relatedness called parental molecular relatedness(PMR) is estimated based on results of genotyping of 48 parents(31 males, 17 females) with microsatellites markers. The feasibility of PMR in estimation of genetic parameters is verified by comparison with pedigree related(PR) which is obtained from a complete pedigree. The results demonstrate that a high correlation(0.872) between them is found. Heritabilities are estimated using the PMR(0.52±0.13) and PR(0.55±0.22) with the same animal model. A cross-validation shows that the predictive abilities of models using the PMR and the PR are identical(0.81). From that, a conclusion can be made that PMR and PR predicted genetic values equally well in a population of juvenile turbot. Therefore PMR can be applied as an alternative of the PR when only parents are known. However, for a better performance, more markers and more families should be included in a further study.  相似文献   

10.
Twenty-six half-sib groups(53 full-sib families) of turbot, Scophthalmus maximus Linnaeus, were obtained by artificial insemination. We measured growth in the offspring(40–50 individuals/family) and subjected them to a thermal tolerance challenge over a period of 34 d. There was no significant difference in daily mortality(range: 0.580%–1.391%) between Days 1–13 during the thermal tolerance challenge. However, daily cumulative mortality increased rapidly between Days 14 and 29, especially on Days 15 and 16(20.232% and 34.377%, respectively). Mortality was highest on Day 16(14.145%). We estimated the genetic parameters using the average information restricted maximum likelihood method. We used a likelihood ratio test to evaluate the significance of effects in models with and without identity as an effect, and compared the final log-likelihoods(maximum log L). Lastly, we estimated phenotypic and genetic correlation between the upper thermal tolerance limit(UTT) and body weight(BW). In this study, the positive phenotypic correlation was low between UTT and BW(0.093±0.029). The genetic correlation between UTT and BW was negative(-0.044±0.239). The heritability for upper thermal tolerance was low(0.087±0.032), which is of approximately moderate heritability. The heritability for body weight was high(0.303±0.074). Our results suggest there is significant potential for improvement in the culture of turbot by selective breeding.  相似文献   

11.
半滑舌鳎是重要的经济鱼类,已经被广泛推广养殖,致力于养殖方面的研究开展了很多工作,但是对半滑舌鳎生长性状进行准确遗传评估的研究还未见报道。为了对生长性状进行准确的遗传参数估计,本次研究以80个半滑舌鳎家系为研究对象,对半滑舌鳎早期生长性状（包括个体全长、体宽和体质量）进行分析。另外还将鱼体底面纯白与否（命名为底面颜色）作为一个性状进行研究。结果表明,四个性状都属于中等遗传力（全长为0.210、体宽为0.259、体质量为0.268、底面颜色为0.362）。三个生长性状之间具有很高的遗传相关性（0.913-0.959）,表明如果三个性状进行间接选择的话,将会取得较好效果。底面颜色性状与三个生长性状均为正遗传相关,相关系数在0.241-0.353之间,由此可知,对底面颜色进行选择时,可以加强生长性状的选择效果。通过家系育种值排序,初步筛选出了生长性状优良遗传背景丰富的16个全同胞家系,将作为亲鱼繁殖后代。本研究为半滑舌鳎优良品种的成功培育提供了重要基础资料。  相似文献   

12.
以2代选育群体为亲本、采用巢式设计构建21个施氏獭蛤(Lutraria sieboldii)全同胞家系,利用混合线性模型对30日龄和80日龄施氏獭蛤生长性状进行遗传参数和育种值估计。结果显示:施氏獭蛤早期发育过程中壳长生长速度较壳高快,性状间遗传相关系数范围为0.96～0.98,表型相关系数范围为0.77～0.96,均呈正相关,80日龄施氏獭蛤壳长、壳高与体质量间表型相关系数较高;30日龄的壳长和壳高性状遗传力分别为0.31±0.02和0.25±0.01,80日龄的壳长、壳高、壳宽和体质量性状的遗传力分别为:0.35±0.27、0.27±0.20、0.06±0.04和0.25±0.19,壳宽性状遗传力为低遗传力,其余性状遗传力均属中等遗传力;不同性状个体育种值的前10家系相同率为70%～90%,基于育种值选择比基于表型值选择效率提高13%～30%(10%留种率)。研究表明:施氏獭蛤早期对体质量性状进行选择时可参考壳长、壳高性状,早期利用壳长、壳高和体质量性状进行选择时遗传进度高,利用个体育种值进行选择具有更高的优势。研究结果将为施氏獭蛤生长性状选择育种提供了参考依据。  相似文献   

13.
蛤仔(Ruditapes philippinarum)养成期壳长遗传力与育种值估计   总被引：3，自引：0，他引：3  
采用巢式设计构建了菲律宾蛤仔的8个父系半同胞家系和24个全同胞家系。在90、300、330和450日龄,每个家系随机取30个个体测量壳长,并对数据进行遗传分析。将全同胞效应、母本效应和移入土池时壳长协变量组合成8个不同模型,应用REML法估计遗传力,BLUP法估计育种值。结果表明,移入土池时各家系平均壳长协变量是重要影响因子,全同胞效应和母本效应影响较小。在90、300和330日龄的最优模型为考虑加性遗传效应和移入土池时各家系平均壳长协变量的模型AB,450日龄的最优模型为仅考虑加性遗传效应的模型A。应用最优模型估计的90、300、330和450日龄壳长遗传力分别为0.571、0.966、0.622和0.865。应用最优模型估计育种值,对表型值选择法和育种值选择法比较的结果表明,对家系进行选择时,在300日龄用育种值选择法比表型值选择法平均壳长高3.56%,在90和330日龄时比表型值选择法分别低1.53%和3.71%。对个体进行选择时,按照10%和1%留种,在90、300和330日龄表型选择法比育种值选择法高16.86%、2.54%,16.27%和24.51%、2.03%,23.23%。除在300日龄对家系进行选择时育种值选择法优于表型值选择法外,表型值选择法均优于育种值选择法。  相似文献   

14.
基于全同胞组内相关法估计"中科2号"海湾扇贝(Argopecten irradians)幼虫期壳长的遗传力。通过平衡巢式交配实验设计构建了7个半同胞和21个全同胞"中科2号"海湾扇贝家系。在家系幼虫期的第1天和第6天分别测定每个全同胞家系的30个幼虫个体的壳长。利用SAS 9.0软件的一般线性模型(GLM)计算表型变量的原因方差组分,估算壳长遗传力。分析结果显示,"中科2号"海湾扇贝幼虫1日龄和6日龄壳长的遗传力分别为0.51和0.58。t检验显示两个日龄壳长遗传力的估计值均不显著(P0.05),且6日龄雌性遗传方差组分大于雄性遗传方差组分,说明雌性遗传方差组分随日龄增长可能存在较大母性效应。较大的加性遗传方差表明选择育种对于"中科2号"海湾扇贝的早期生长尚具有较大的改良潜力。  相似文献   

15.
本研究以经2代家系选育的速生长系施氏獭蛤(Lutrariasieboldii)为亲本,通过巢式平衡设计构建了30个全同胞家系,以未经选育个体的同期子代作为对照,分析各家系及对照组不同阶段生长和存活差异。实验结果显示, 3月、9月和15月龄的施氏獭蛤全同胞家系生长性状均高于对照组(P0.05), 3月龄的家系壳长、壳高和体质量分别相对提高1.33%～9.33%、0.83%～15.83%和0.74%～25.19%,9月龄的家系壳长、壳高和体质量分别相对提高1.83%～10.46%、3.95%～12.45%和6.01%～20.60%,15月龄的家系壳长、壳高和体质量分别相对提高2.45%～25.62%、2.62%～15.01%和7.00%～28.73%,15月龄累积壳长、壳高和体质量生长量前3家系均值分别比家系平均提高9.38%、5.07%、9.34%;幼体期(1 d～30 d)、培育期(30 d～90 d)和养成期(90 d～450 d)各家系的存活率均值低于对照组5.61%、2.45%、2.08%,累积存活率均值低于对照组9.08%,但存活率排名前三的家系均值要高于对照组22.52%;根据全同胞家系生长和存活数据比较,家系A5、A12、A15于不同时期均表现出稳定优异的生长性状,家系A8、A15、A14于不同阶段均具有稳定的存活性状。以上结果表明,经选育施氏獭蛤家系的生长性状具有明显优势,其中,兼具有高生长和存活性状的家系A15可优先作为良种培育材料。  相似文献   

16.
A 3×3 complete diallel cross comprising three families of the clam Meretrix meretrix(P1, P2 and P3) was used to determine the combining ability of parental families and heterosis of F1 under indoor and openair environments for growth traits. Analysis of variance for shell length and whole body weight indicated highly significant cross effects, environment effects and the interaction of cross by environment. General combining ability(GCA) and specific combing ability exhibited great variation among crosses and between two environments. Pooled over environments, P2 was the top combiner among the three parental families for both traits studied. The cross of P1 and P3 had the highest SCA. Additionally, significant reciprocal effects were observed. For individual environment, about half of the crossbred combinations showed favorable Mid-parent heterosis(MPH)(1%) for the shell length and whole body weight. Our data has shown that non-additive genetic and reciprocal effects constituted the major sources of genetic variation for both shell length and whole body weight, which indicates that crossbreeding among selective families could further explore the heterotic effects.  相似文献   

17.
本研究利用17对微卫星标记对4个许氏平雌本所生家系进行初步鉴别。结果表明,17个位点在家系#1中可以获得的雄亲等位基因数为1—2个,家系#2扩增的雄亲等位基因数为2—5个,另外2个家系中扩增的雄亲等位基因数为2—4个,未出现6个以上等位基因的情况,初步断定,家系#1为一雌一雄交尾的全同胞家系,家系#3和#4是一雌二雄交尾的半同胞家系,而家系#2为一雌三雄交尾的半同胞家系。本文结果可为今后建立以家系为基础的许氏平遗传图谱构建、生产性状的遗传力估算及选择育种体系建立提供一定的理论基础和技术支撑。  相似文献   

18.
利用7个凡纳滨对虾(Litopenaeus vannamei)引进群体,通过双列杂交和巢式交配设计构建家系,建立育种基础群体,估计体重、存活性状的遗传参数和基因型与环境互作效应(genotype by environment interactions,G×E)。结果表明,凡纳滨对虾基础群体体重和存活性状的遗传力估计值范围分别在(0.19±0.09)—(0.43±0.09),(0.27±0.04)—(0.45±0.06),均属于中高遗传力水平,并且统计检验显著(P<0.05)。Z-score检验表明,体重和存活性状遗传力估计值在河北黄骅(HBHH)和青岛鳌山(QBAS)两个测试场间差异均不显著。体重和存活性状的表型和遗传相关系数分别为0.007和0.008,表现为低度线性负相关。对于体重和存活性状,HBHH和QBAS场间的遗传相关分别为0.83±0.04和0.40±0.11。体重性状的G×E效应不显著(K<0.5),但存活性状存在显著的G×E效应(K>0.5)。上述结果显示,凡纳滨对虾基础群体体重和存活性状的遗传变异丰富,多代选择可获得较大的遗传进展。  相似文献   

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