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1.
Abstract. The aim of this investigation was to evaluate the phenotypic coefficient of regression of weight gain on initial weight as a correction factor in genetic testing programmes. A correction factor is required in order to remove the biasing effect of variation in initial weight among genetic groups tested, on their weight gain. In a genetic testing programme, involving common carp, Cyprinus carpio L., the environmentally generated coefficient of regression of weight gain on initial weight was used as a correction factor. It was estimated with the aid of the'multiple nursing technique'. In other genetic testing programmes, not accompanied by multiple nursing, the phenotypic regression coefficient of weight gain on initial weight was used as a correction factor. These factors were compared by computing a series of each coefficientfrom a data set, consisting of the results of 10 yearly experiments and including 21 different experimental treatments. The results of this analysis showed that the phenotypic regression coefficient generated unreliable and often inflated estimates of the correction factor, relative to the estimate generated from multiple nursing, which we regard as reliable. Adequate genetic testing programmes therefore need to be accompanied by multiple nursing, unless test progenies are stocked at identical weights.  相似文献   

2.
Bi‐directional selection for smaller naupliar size (SNS) and bigger naupliar size (BNS) was practiced to develop two divergent lines. The efficacy of bi‐directional mass selection in Artemia franciscana was evaluated by comparing the predicted genetic gains with the realized genetic gains. Two sets of predictions were made using two heritability estimates, e.g., the heritability estimate from full‐sib analysis (h2) and the estimate from regression of offspring on mid parent (bop). Predictions with the full‐sib heritabilities were of very high magnitude as compared with predictions with bop heritabilities. The predictions based on bop were more or less in agreement with realized genetic gain, while the predictions with heritability estimates based on full‐sib analysis were much higher than the realized gains. Ratios of realized gain to predicted gain based on full‐sib heritabilities were 0.2302 and 0.2152, respectively, for males and females of the SNS line, and 0.0471 and 0.2248, respectively, for males and females of the BNS line. Ratios of realized gain to predicted gain based on bop were 1.5348 and 0.6069 for males and females of the SNS line and 0.1028 and 0.9503 for males and females of the BNS line. Ratios of realized gain to predicted gain based on full‐sib heritability were of low magnitude in all the cases as the heritability estimates based on full‐sib analysis were inflated by non‐additive genetic variance. The ratios of realized gain to predicted gain based on bop were high in both sexes of SNS and females of BNS, indicating high efficacy of selection as bop includes only additive genetic variance. However, it was of low magnitude in BNS males. Thus, the heritability estimates based on regression of offspring on mid parent (bop) are more reliable than that of heritability estimates based on full‐sib analysis (h2) for predicting the selection response in Artemia.  相似文献   

3.
Feed conversion efficiency (FCE) is a composite measure that combines feed intake with growth rate to estimate the effectiveness by which feed is converted to saleable meat product, and is a major determinant of production system efficiency. We measured the relationships between feed intake to apparent satiety and weight gain in replicate half‐sib families of black bream at four times over a 56‐day test period. After 42 days, we found significant additive genetic variance in both weight gain and feed intake, and a stabilization in family group variation in both traits. This indicates that 42 days is the minimum test period over which to measure genetic variation for FCE in black bream. There were high, positive phenotypic (and probably genetic) correlations between weight gain and feed intake after 42 days. We found no detectable genetic variation for either feed efficiency (weight gain/feed intake), or residual feed intake, which is a linear function that distinguishes between the amount of feed intake that is used for body maintenance and that used for growth. We argue that selection for improved FCE might be better achieved not by using a composite measure, but by using a weighted selection index that accounts for the genetic covariance among weight gain, feed intake and other key production traits.  相似文献   

4.
基于选择指数法对凡纳滨对虾(Litopenaeus vannamei)生长和高氨氮耐受性进行选择,用3种方法评估选择效果:Ⅰ)比较选择系和对照系相关性状的育种值;Ⅱ)比较选择家系和对照家系的最小二乘均值;Ⅲ)比较选择系与对照系表型值,计算相关性状的现实遗传力、遗传获得,并采用BLUP法估算相关性状的遗传力及遗传相关。结果显示,生长性状的选择反应为0.493~1.039,高氨氮耐受存活的选择反应为0.028~0.046;凡纳滨对虾生长性状的现实遗传力为0.288~0.315,遗传获得为6.45%~20.16%,高氨氮耐受成活率的现实遗传力为0.016,遗传获得为2.09%;BLUP法估算生长性状遗传力为0.216~0.284,且显著(P0.05),高氨氮耐受性遗传力为0.028±0.026,生长性状间呈高度遗传正相关为0.871~0.948,体质量与高氨氮耐受性间的正遗传相关为0.180±0.032,且显著(P0.05)。研究表明,采用选择指数法选育一代后,生长性状提高明显,高氨氮耐受性提高较小;选育群体生长性状具有较大遗传改良潜力,如何快速提高选育群体的高氨氮耐受性有待进一步研究。  相似文献   

5.
凡纳滨对虾生长性状遗传参数的估计   总被引：6，自引：3，他引：3  
采用平衡巢式设计方法和人工授精技术,每个雄体配3个雌体,构建了18个父系半同胞家系和54个母系全同胞家系.分别测定了每个母系生长到5月龄60个全同胞个体的体质量、全长、体长、头胸甲长、头胸甲宽、头胸甲高、第一腹节背高、第三腹节背高和第一腹节背宽9个生长性状,应用数量遗传学原理,采用方差和协方差分析的方法,估算了5月龄凡纳滨对虾生长性状的遗传力及各性状间的遗传相关及表型相关.结果表明,利用父系半同胞组内相关法估计的遗传力是凡纳滨对虾各生长性状遗传力的无偏估计值.其中,体质量、全长、体长、头胸甲长、头胸甲宽、头胸甲高、第一腹节背高、第三腹节背高和第一腹节背宽狭义遗传力的估计值分别为0.460、0.392、0.303、0.234、0.251、0.330、0.282、0.321和0.356,属于中高等遗传力范围,显示出较高的选择育种潜力.基于父系半同胞遗传协方差组分及表型协方差分别估计的各性状间的遗传相关及表型相关表明,各个性状间均表现出高的正相关,其中遗传相关在0.750 ～0.976,体质量—全长的遗传相关为最大(0.976),全长—第三腹节背高的遗传相关为最小(0.750),表型相关为0.507～0.947,体质量—全长为最大(0.947),第一腹节背高—头胸甲高为最小(0.507).经t检验,各性状间遗传相关及表型相关均达到极显著水平,表明以任意一个生长性状为参数进行选育,均可达到改良凡纳滨对虾生长情况的效果.  相似文献   

6.
Predicting the suitability and reliability of traits associated with juvenile growth as indirect selection criteria for choosing future broodstock requires accurate and repeatable estimates of genetic (co)variation for growth traits at different ages. We compared juvenile wet weight of black bream Acanthopagrus butcheri (Munro) at 6 months of age with wet weight, dressed weight, fillet yield and gonad weight in tagged individuals at 18 months of age, following 12 months of farm grow‐out. Fish survival and tag retention was high, and there was significant among‐family variation for all traits. The phenotypic correlations among wet weight, dressed weight and fillet yield at 18 months of age were very high (0.93–0.97) and similar to their genetic correlations (0.96). Importantly, the phenotypic correlations between wet weight at 6 months and wet weight, dressed weight and fillet yield at 18 months were high (0.63–0.65), and so too were their genetic correlations (0.66–0.73), indicating the potential for using wet weight in the hatchery as a selection criterion for improved weight and meat yield of fish at harvest. Gonad weight shared little or no phenotypic or genetic correlation with these other traits, suggesting that selection for faster growing fish will not affect fecundity or sexual maturation rate. It appears, however, that cultured black bream do become sexually mature more rapidly than wild fish, as 78% of all fish harvested in this study had developing or mature gonads, whereas less than 50% of fish in wild populations are reproductively mature by the same age. Precocious sexual development may lead to uncontrolled spawning in grow‐out ponds and a potential loss of selection gains.  相似文献   

7.
应用TRAP标记对一个鲤(Cyprinus carpio)改良品系72个个体进行扩增,采用其中25个多态性较好引物组合用于该群体遗传多样性分析.运用卡方检验分析25对引物在体质量差异显著的2组鱼中频率差异显著的位点,初步筛选出与体质量和体长性状相关的TRAP标记.将初步筛选的TRAP标记用于随机群体132个个体进行位点性状间的关联分析.结果表明,25个TRAP分子标记共扩增出353个位点,其中多态性位点230个,平均多态性比率65％,平均多态性信息含量为0.28,Nei's遗传多样性指数平均值为0.219,Shannon信息指数平均值为0.329,表明该群体遗传多样性较为丰富.在初步筛选出的3个TRAP位点(ghlTrap04-140、4rTrap04-308、igf4Ga5-135)中,4rTrap04-308与体质量、体长呈极显著相关(P<0.01).本研究利用TRA这一新型分子标记对1个鲤改良群体进行遗传分析,并寻找出1个可能与鲤体质量,体长性状相关的功能基因位点,旨在为鲤体质量、体长性状的QTL定位和分子标记辅助育种奠定基础.  相似文献   

8.
精确地估计加性和显性遗传效应,可以提高选择准确度和加速遗传进展。本研究构建了343个罗氏沼虾(Macrobrachium rosenbergii)G7~G9育种群体全同胞家系(半同胞家系244个),测定了29523尾个体的收获体重。基于单性状动物模型,利用平均信息约束最大似然法(average information restricted maximum likelihood method,AIREML)估计了G7、G8、G9和G8+G9 4个数据集收获体重的方差组分。分析时采用了两种模型:(1)加性遗传效应模型,包含加性遗传效应和共同环境效应(A+C);(2)加显性遗传效应模型,进一步包括显性遗传效应(A+D+C)。结果表明,在A+C模型下,估计得到的4个数据集收获体重的遗传力范围在0.046~0.082,为低遗传力水平(h~2≤0.15)。在A+D+C模型下,估计得到的收获体重遗传力范围在0.063~0.096,显性方差组分比率范围为0.027~0.571。模型中包括显性遗传效应后,G8数据集收获体重遗传力的估计值变大,其余3个数据集的估计值变小。罗氏沼虾育种群体收获体重遗传力较低,表明需要引进性能优良的野生或改良群体,增加育种群体的遗传变异丰富度;4个数据集显性遗传方差比率值变化较大,表明需要新的算法并利用更多世代数据提高其估计值的准确性。  相似文献   

9.
To estimate genetic parameters of growth traits in Japanese flounder Paralichthys olivaceus, full-sib and half-sib families were produced in three consecutive years at the Beidaihe Central Experiment Station in China. Each year 8–28 families were produced. The body weight, body length and body depth at 180, 240, and 360 days of age were measured for 5,224 individuals. Four animal models were used to examine the phenotypic variation of growth traits and were compared using the likelihood ratio test. The results showed that estimates for additive genetic effect heritabilities varied greatly depending on the model, trait and age. The maternal effect had a significant impact on phenotypic variation only for body depth at 180 days of age, which explained 49% of the phenotypic variance. The ratio of full-sib effect to phenotypic variation ranged from 0.09 to 0.22. Growth traits all exhibited low heritability (0.13–0.39), indicating that there is the potential for family selection breeding for these traits in Japanese flounder. Using the full model with the fixed, full-sib family, additive and maternal genetic effects, genetic correlations among the three traits for fish of the same age were estimated to be more than 0.80. Generally, the genetic correlations gradually increased as age increased.  相似文献   

10.
Estimating components of variance and genetic parameters of economically relevant traits is the first step towards planning a breeding program for aquaculture species. This study estimated the (co)variance components for growth rate and other body traits and then determined a multiple regression equation to assess the loin eye area (LEA) from morphometric traits of the Neotropical aquaculture species Colossoma macropomum. Estimation of variance components was performed using derivative‐free restricted maximum likelihood estimation using the MTDFREML package. Six predictive variables were tested to estimate the coefficient of regression equation and to select the most suitable model for predicting LEA. The estimated genetic parameter for body weight showed moderate‐to‐high heritability estimates of 0.26 (0.01) and 0.49 (0.01) at 221 and 623 days respectively. The genetic correlation (rg) estimates between body size measurements were positive and ranged from low to high at both ages. The heritability for LEA in this assessment was 0.39 (0.03). The genetic and phenotypic correlations between LEA and the other body measurements ranged from 0.16 to 0.94 and 0.75 and 0.90 respectively. The outcomes of this study can contribute to the development of a genetics‐based breeding program that will improve (tambaqui) productivity and carcass quality.  相似文献   

11.
Heritabilities and genetic and phenotypic correlations were estimated for body weight, test diameter, and test height of the sea urchin from measurements on progeny resulting from 11 sires and 33 dams by artificial fertilization of 3 females by single males, and measurements at 8, 10, and 12 months after metamorphism. Point estimate for heritabilities based on the sire components of variance were moderate to high for body weight (0.21–0.49), test diameter (0.21–0.47), and test height (0.22–0.37). Genetic correlations were significant for body weight with test diameter (0.30∼0.65) and test height (0.30∼0.54) and test diameter with test height (0.31∼0.65). Genetic correlation estimates, derived the nested design and half-sib correlation analysis used in this study, appear to provide reliable estimates. Significant phenotypic correlations were found for body weight with test diameter (0.82∼0.86) and test height (0.49∼0.83), and test diameter with test height (0.47∼0.84). The phenotypic correlations for test height with body weight (0.491) and test diameter (0.467) at 12 months' of age were smaller than those earlier sampling periods.  相似文献   

12.
Blunt snout bream (Megalobrama amblycephala) is an herbivorous freshwater fish species native to China and has been recognized as a main aquaculture species in the Chinese freshwater polyculture system with high economic value. The genetic parameter estimates for important economic traits are needed for its selective breeding. The aim of this study was to estimate the heritabilities for its growth‐related traits and explore the genetic and phenotypic correlations among the traits using microsatellite‐based pedigree approach. Offspring from a mass‐spawning of 92 broodstocks (42 sires and 50 dams) were reared in a communal pond and nine microsatellites were used to identify the parents of each sampled offspring. Of 749 offspring randomly selected, 708 (94.53%) could be assigned directly to a single parental pair, which was used for heritability estimates. Data were analysed using the method of restricted maximum likelihood (REML) using animal model and the results showed that the heritabilities of body weight, body length, total length and body height were 0.65, 0.53, 0.53 and 0.50, respectively. High genetic correlations were found among these four traits. According to these results, selection for growth seems to be feasible in M. amblycephala and the other growth traits will be heightened accordingly with the selection based on body length.  相似文献   

13.
斑点叉尾鮰基础群体生长和存活性状遗传参数估计   总被引：3，自引：1，他引：2  
研究估计了斑点叉尾基础群体(G0)体质量、体长和存活性状的遗传参数,为制定育种目标、综合选择指数和选择方法提供基础参数。实验利用5个斑点叉尾引进群体,通过双列杂交和巢式交配设计,产生全同胞和半同胞家系。每个家系内的稚、幼鱼经过中间暂养、个体标记等阶段后,混合放入一个池塘进行生长和存活测试。利用两性状动物模型和公母畜阈模型分别估计生长和存活性状的方差组分和遗传参数。通过最佳线性无偏预测法估计所有个体生长和存活性状的育种值。斑点叉尾基础群体收获体质量和体长遗传力分别为0.41±0.074和0.32±0.064,属于高遗传力水平,并且统计检验显著(P<0.05)。尽管在两性状动物模型中设置标记体质量和标记体长作为协变量进行校正,但是由于加性遗传效应和共同环境效应混淆在一起无法剖分,遗传力估计值偏高。收获体质量和收获体长的表型和遗传相关系数分别为0.93和0.97,表现为高度线性正相关。存活性状的遗传力为0.037±0.016,表现为低遗传力,但统计检验仍达到显著水平(P<0.05)。家系生长(收获体质量和收获体长)和存活性状育种值间的相关系数分别为0.065和0.100,表现为低度线性遗传正相关,并且统计检验不显著(P>0.05)。因此在制定育种方案时,生长和存活性状都可纳入育种目标,利用多性状选择指数方法同时选择。  相似文献   

14.
Selection, either natural or artificial, induces an inter‐generational response only when the trait exhibits additive genetic variation. An index of additive genetic variation is narrow‐sense heritability (h2): the ratio between additive genetic variance and phenotypic variance. Here, we present narrow‐sense heritabilities for mass and size in the Chilean blue mussel Mytilus chilensis at different ages and in three different populations. We found that h2 changed with age and that maternal‐non‐additive variance was high, generating relatively low estimates of h2 in most cases. Our results, together with previous studies, suggest that genotype‐by‐environment interaction does not appear to play a significant role. However, we found that non‐additive and common environmental variance are important determinants of phenotypic morphological variation in body size in M. chilensis. Further studies are needed to establish the precise contributions of these sources of variation, to assess the real potential for response to selection.  相似文献   

15.
Heritabilities and genetic and phenotypic correlations were estimated for length and weight of two brood years (BY 1977 and BY 1978) of coho salmon [Oncorhynchus kisutch (Walbaum)] during the marine net-pen phase of rearing. The estimates were calculated from length and weight measurements on progeny resulting from a nested mating design and measurements at approximately 4 and 7 months after entering sea water. Point estimate for heritabilities based on the sire component for BY 1977 were low to moderate (0.02–0.19) and did not differ significantly from zero. On the other hand, BY 1978 estimates ranged from 0.31 to 0.62 and, with two exceptions, were significantly different from zero. The latter estimates may have been inflated by inclusion of variances from non-additive sources, but still indicated that differences in the genetic potential for increased growth between the two year classes may be substantial. Genetic correlations between length and weight within sampling periods were consistently high (0.95–1.00), indicating that pleiotropic gene action or close linkage among genes affects length and weight. Genetic correlations between body size traits (length and weight) between sampling periods varied considerably but suggested a potential for indirect selection gains. Genetic correlation approximations derived using family means or ranks appeared to provide reliable estimates and may be useful when environmental influences cause a significant deviation from normality.  相似文献   

16.
Data on two year classes of Atlantic salmon, Salmo salar L., reared for 2 years in sea water, were analysed. Records were obtained on 1271 offspring of 58 sires and 171 dams mated hierarchically. Medium-high sire heritabilities (0.30-0.38) were found for ungutted and gutted body weights, body length, body circumference and condition factor (whole-body traits). Corresponding estimates for height and width of cutlet and average thickness of the abdominal wall ranged from 0.23 to 0.27. The latter measurements were made on a transversal section anterior to the dorsal fin. Heritability estimates derived from the dam component of variance corresponded in general to the sire estimates, indicating the absence of non-additive genetic and environmental effects common to full sibs. Estimated phenotypic and genetic correlations among the traits were all positive. With regard to the likely breeding goal of a commercial selection programme, the genetic correlations of ungutted and gutted body weights with condition factor (rG=0.36-0.37) were judged unfavourable. The results revealed substantial impact of sex and sexual maturation status on growth. The need is stressed for proper adjustment for these effects when assessing growth or growth-related data.  相似文献   

17.
应用重复力模型估计虹鳟生长性状的遗传力和育种值   总被引：6，自引：0，他引：6  
采用单性状重复观测值动物模型（重复力模型）对中国水产科学研究院黑龙江水产研究所渤海冷水性鱼类试验站5个品系后代的4026尾虹鳟 (Onchorynchus mykiss) 的生长性状（体重、体长和肥满度）进行了遗传参数和育种值的估计,并对各个性状的表型和遗传趋势进行预测。在此模型中考虑了年份-季节固定效应、父本固定效应和母本固定效应;随机效应有个体的加性效应和个体永久环境效应。结果表明：该5个品系虹鳟及后代体重的遗传力为0.35,体长为0.10、肥满度为0.34。个体间的育种值差异较大,仅排名前20位相差近10倍;从不同评定方法的秩相关来看,用综合育种值法与单个性状方法之间存在极显著的相关,其相关度分别为0.998, 0.877, 0.85. -0.071, -0.064和-0.13。用综合育种值对虹鳟个体的选择价值的评定和名次排列, 以及与单个性状的评定名次有着一定程度上的差别。体重、体长和肥满度性状,其表型趋势与遗传趋势基本一致的品系,均可通过表型值进行选择。  相似文献   

18.
基于68个日本囊对虾(Marsupenaeus japonicus)全同胞家系,采用混合线性模型和约束极大似然法对日本囊对虾生长性状进行遗传参数的估计。结果表明:1)45日龄、75日龄体长性状的遗传力估计值分别为0.1545±0.0505、0.1933±0.0475,腹节长性状的遗传力估计值分别为0.1672±0.0473、0.1937±0.0468,体重性状的遗传力估计值分别为0.1934±0.0439、0.1992±0.037,均为中等遗传力;2)不同日龄下日本囊对虾生长性状间的表型相关与遗传相关均为高度正相关,45日龄体长–腹节长、体长–体重、腹节长–体重的表型相关为0.7121±0.0188、0.5147±0.0277、0.5052±0.0280,遗传相关为0.9896±0.00340、0.9304±0.0321、0.9429±0.0301,75日龄体长–腹节长、体长–体重、腹节长–体重的表型相关为0.6710±0.0236、0.6555±0.0181、0.6534±0.0160,遗传相关为0.7637±0.0161,0.7479±0.0148,0.7177±0.0131。本研究表明对日本囊对虾生长性状进行选择是有效的,以体长、腹节长、体重任一性状作为指标进行选育均可达到生长改良的目的,本研究结果可为日本囊对虾的早期选择育种和多性状选择提供数据参考。  相似文献   

19.
In this study we present estimates of phenotypic and genetic parameters for body size measurements, reproductive traits, and gut length for Nile tilapia (Oreochromis niloticus) selected for growth in fertilized earthen ponds for two generations. Throughout the experiment, ponds were fertilized daily with 50 kg dry matter, (dm)/ha chicken manure. No supplementary feeds were added. For the analysis, 6429 fully pedigreed experimental fish from G0, G1 and G2 were used. Generations were discrete and therefore parameters were estimated separately for each year. Heritability estimates for body measurements ranged from 0.4-0.6 for standard length to 0.69-0.79 for head length. Phenotypic correlations between body weight and body measurements ranged from 0.64 to 0.89. Genetic correlations were close to unity. The heritability estimate for maturity at harvest (corrected for sex) was 0.13. Heritabilities for carcass traits were estimated from G1 only and were 0.16 for gutted weight and 0.06 for dressing percentage. Phenotypic correlation between body weight and gutted weight was 0.84 and the genetic correlation was 0.20. Heritability estimate for gut length was 0.22. We also estimated a high genetic correlation between gut length index and standard length (0.78) but a low genetic correlation between gut length index and body weight (0.22 ± 0.28). These results suggest that selection for growth on an herbivorous diet could result in a correlated response in gut length.  相似文献   

20.
The main aim of this study was to estimate the heritability for four measures of deformity and their genetic associations with growth (body weight and length), carcass (fillet weight and yield) and flesh‐quality (fillet fat content) traits in yellowtail kingfish Seriola lalandi. The observed major deformities included lower jaw, nasal erosion, deformed operculum and skinny fish on 480 individuals from 22 families at Clean Seas Tuna Ltd. They were typically recorded as binary traits (presence or absence) and were analysed separately by both threshold generalized models and standard animal mixed models. Consistency of the models was evaluated by calculating simple Pearson correlation of breeding values of full‐sib families for jaw deformity. Genetic and phenotypic correlations among traits were estimated using a multitrait linear mixed model in ASReml. Both threshold and linear mixed model analysis showed that there is additive genetic variation in the four measures of deformity, with the estimates of heritability obtained from the former (threshold) models on liability scale ranging from 0.14 to 0.66 (SE 0.32–0.56) and from the latter (linear animal and sire) models on original (observed) scale, 0.01–0.23 (SE 0.03–0.16). When the estimates on the underlying liability were transformed to the observed scale (0, 1), they were generally consistent between threshold and linear mixed models. Phenotypic correlations among deformity traits were weak (close to zero). The genetic correlations among deformity traits were not significantly different from zero. Body weight and fillet carcass showed significant positive genetic correlations with jaw deformity (0.75 and 0.95, respectively). Genetic correlation between body weight and operculum was negative (?0.51, P < 0.05). The genetic correlations' estimates of body and carcass traits with other deformity were not significant due to their relatively high standard errors. Our results showed that there are prospects for genetic selection to improve deformity in yellowtail kingfish and that measures of deformity should be included in the recording scheme, breeding objectives and selection index in practical selective breeding programmes due to the antagonistic genetic correlations of deformed jaws with body and carcass performance.  相似文献   

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