宁夏地区荷斯坦牛乳房性状的遗传参数估计和主成分分析

旨在评估宁夏地区荷斯坦牛乳房性状的遗传水平。本研究使用DMU（v6.0）软件的AI-REML模块结合EM算法并配合多性状动物模型对宁夏地区12 415头荷斯坦牛，包括111 735个观察值的9个乳房性状进行遗传参数估计，运用主成分分析法（PCA）探讨构象性状之间的关系。结果表明，宁夏地区荷斯坦牛乳房性状遗传力处于中等偏低水平，乳房深度遗传力值为0.242，乳房质地为0.080，悬韧带为0.183，前乳房附着为0.230，前乳头位置为0.231，前乳头长度为0.173，后乳房高为0.272，后乳房宽为0.378，后乳头位置为0.169。各性状遗传相关范围为-0.277~0.706，表型相关范围为-0.084~0.316。研究共筛选出特征值≥1的4个主成分，占总方差的64.19%，且9个乳房性状在前3个主成分中已全部体现，荷载系数均在0.4以上。本研究通过对宁夏地区奶牛DHI数据的深入挖掘和遗传参数估计，准确地把握了宁夏奶牛群体的结构特征，对于奶牛的选种选配和育种规划具有重要意义。     

PEG胁迫下春小麦萌发期抗旱指标的遗传力

为探索干旱胁迫对春小麦萌发期生长的影响,筛选春小麦萌发期抗旱性指标。以宁夏灌区和雨养区的2种粒色（红皮和白皮）40份春小麦的抗旱品系为试验材料,研究PEG-6000模拟干旱胁迫对胚根长、胚根数、胚芽鞘长和一叶长的影响。利用广义遗传力分析法,筛选春小麦萌发期抗旱性指标。胚根长的广义遗传力最高,均大于0.55,遗传力的控制程度稳定。雨养区的红粒种子胚根长的遗传力高达0.95;雨养区的红粒种子的胚芽鞘长的广义遗传力最高,达0.94,但其遗传力控制程度不稳定,最低遗传力仅为0.06;胚根数和一叶长的遗传力很低,且控制程度极不稳定。春小麦萌发期胚根长的广义遗传力最高,控制程度稳定。其次是胚芽鞘长,但其遗传力的控制程度不稳定。胚根长可作为春小麦萌发期的抗旱指标鉴定抗旱材料,以胚芽鞘的长度为参考值。     

鳙30日龄生长性状的遗传参数

为了研究鳙早期生长性状的遗传改良潜力,利用2个亲本群体进行群体繁殖(组1)和人工授精(组2)实验,并分别采集672尾30日龄鱼苗,用于开展对早期生长性状的遗传分析。通过微卫星标记分别鉴定了其中628和660尾个体的亲本来源,并依此获取群体双列杂交的信息;亲本对应子代贡献率存在极显著差异。在2个繁殖组中,体质量和体长在家系间均存在极显著差异;在组2中,体质量和体长在交配设计间均存在显著差异。此外,杂交组合的2个生长性状均呈现出中亲杂种优势(0.39%~7.64%),其特殊配合力也均为正值(0.01~0.02)。基于动物模型和限制性最大似然法,鳙30日龄体质量和体长的遗传力估值分别为0.47和0.49,且均达到极显著水平。体质量和体长间存在极显著的遗传相关和表型相关,分别为0.89和0.83。研究表明,通过家系构建和群体杂交,可以获得具有生长优势的鳙鱼苗;鳙30日龄生长性状具有较高选育潜力,而亲本对子代贡献的不平衡现象在选育过程中需要引起重视。     

Should only females of giant freshwater prawn Macrobrachium rosenbergii be selected in genetic improvement programmes?

Sexual dimorphism is widely observed in almost all farmed aquatic animal species but giant freshwater pawn (GFP) is unique, with males characterized by three main morphotypes (blue claw, orange claw and small males) and females by different reproduction status (ovary, berried egg and already‐spawned females). There has been reported evidence that the effect of male morphotype may have masked genetic variation in growth‐related traits, as a result the heritability for male body weight was lower than that estimated in female. A pending question has arisen whether selection should be made in female only. To answer this question, we used an 8‐year data set from a long‐term selection programme (2008–2015) for high growth in this species comprising 106,756 individuals that were offspring of 515 sires and 810 dams. The body weight data of female and male GFP or of each morphotype was treated as a separate trait and a multi‐trait approach was used to estimate genetic correlations for homologous traits between sexes and between morphotypes. Our analysis showed that there were little differences in the heritability estimates between female and male. In female, mature ovary individual displayed higher heritability than berried egg and already‐spawned females. For male, the heritability for blue claw, orange claw and small males were 0.11, 0.06 and 0.00 respectively. Between‐sex genetic correlation was moderate (0.55 ± 0.11) for body weight, suggesting that the trait expressions in female and male may be genetically different. In female, the genetic correlations for body weight among three female types were close to one (0.91–0.94). In contrast, the genetic correlations for body weight between male morphotypes especially between blue claw or orange claw and small males were low (0.15–0.25). Furthermore, we estimated genetic gain as the difference in least square means (LSM) or estimated breeding values (EBV) between the selection line and control group. The genetic gain in body weight was smaller in females than in males. It is concluded that there is no need to run separate breeding programme for female and male GFP. A combined selection using both female and male data can achieve selection response for body weight as demonstrated in the present study.     

略阳乌鸡体重和产蛋数性状遗传参数估计

【目的】略阳乌鸡是陕西省特有的家禽品种,该品种具有体型大、肉质好、氨基酸含量丰富、对林地散养适应性强的优点,但也存在生长缓慢,产蛋性能差的不足。为此,在系统测定略阳乌鸡生产性能的基础上,开展对体重和产蛋性状遗传参数的估计,阐明遗传效应对上述性状的调控作用及性状间的遗传关系,期望为这些性状的选育奠定理论基础。【方法】对略阳乌鸡蛋用系一世代71个半同胞家系799只公鸡和804只母鸡6、10、14、20周龄和开产日龄体重进行测定,以个体为单位记录从开产到31、35和40周龄产蛋数,以四分位数±1.5倍四分位距为界删除异常值,更正性别记录错误。以性别为固定效应,育种值为随机效应用单变量动物模型估计各性状遗传力,用双变量动物模型估计性状间遗传相关,用逆伽玛分布指定育种值和残差项方差先验分布,用贝叶斯算法执行130 000次迭代,弃去前30 000次迭代结果,以100为间隔抽取1 000个估计值获得方差和协方差后验分布,计算各性状遗传力和性状间遗传相关。用R语言PerformanceAnalytics软件包chart.Correlation命令计算性状间表型相关。【结果】略阳乌鸡6、10、14、20周龄公鸡体重为（0.56±0.07）、（1.07±0.13）、（1.56±0.19）、（1.97±0.21）kg,母鸡体重为（0.47±0.06）、（0.86±0.12）、（1.18±0.16）、（1.48±0.19）kg,开产体重为（1.68±0.23）kg;31、35和40周产蛋数为（31.2±11.5）、（42.5±16.7）和（54.7±20.4）枚。体重遗传力随年龄逐渐减小,分别为0.74、0.76、0.63、0.54和0.52,置信区间在0.25—0.33之间。产蛋数遗传力为0.27、0.25和0.26,置信区间在0.35—0.42之间。10、14、20周龄体重间维持中等偏上（0.52—0.68）的遗传相关性,但6周龄体重（0.21—0.52）和开产体重（0.21—0.46）与各时间点体重遗传相关性较弱。体重间遗传相关系数置信区间在0.13—0.34之间。在3个时间点产蛋数间遗传相关系数趋近于1,置信区间在0.03—0.06之间。体重和产蛋数间遗传相关系数均不显著。在时间维度上,各体重性状间表型相关系数在0.43—0.90之间（P<0.001）,产蛋数性状间表型相关系数在0.79—0.94之间（P<0.001）。6—20周龄体重与产蛋数间维持了弱（0.023—0.15）正相关关系,但开产体重与产蛋数存在弱负相关关系（-0.17—-0.14）。【结论】首次估计了略阳乌鸡品种特异性的遗传参数,发现略阳乌鸡体重性状主要受遗传效应调控,而产蛋数性状受环境影响更大,阐明了早期与晚期性状间、体重与产蛋数间的遗传关系,为早期选种和多性状育种奠定了理论基础。这些结果建议在略阳乌鸡群体中对体重性状表型选择有望取得良好效果,但对产蛋数性状应建立纯系利用杂种优势;体重和产蛋数间不存在负遗传相关关系,可同时对两个性状选育提高。     

The effect of including genomic relationships in the estimation of genetic parameters of functional traits in pigs

The term functionality in animal breeding is used for traits that increase the efficiency of production by lowering the input cost, such as animal health and leg weakness related to longevity. The main objective of the study was to investigate the impact of genomic information, in a multivariate variance component analysis, on some of these traits. In addition, the effect of the inclusion was studied by testing the model's prediction ability based on best linear unbiased estimates for fixed and random effects. The material in this study consists of phenotypes from 76 683 animals, of which 4933 animals are genotyped. The heritabilities for front leg conformation, stayability, osteochondrosis and arched back, estimated using the traditional pedigree, were found to be between 0.12 and 0.29. When using the combined genomic and pedigree relationship matrix, the heritabilities were between 0.14 and 0.36. The results show that the combined relationship matrix can be used for the estimation of (co)variance components, and that the predictive ability of the model in this study marginally increases with the inclusion of genomic information.     

Resistance to Streptococcus iniae and its genetic associations with traits of economic importance in Asian seabass (Lates calcarifer)

Streptococcus iniae is one of the most serious aquatic pathogens, causing significant economic losses in marine and freshwater species, including Asian seabass (Lates calcarifer). Controlling this gram‐positive bacterial pathogen has been an issue in aquaculture systems, due to the combined effects of aquaculture intensification and climatic impacts. To date, there have not been any genetic parameter estimates for S. iniae resistance in Asian seabass. The main aim of this study was to examine genetic variation in S. iniae resistance and its genetic correlations with growth and cannibalism in Asian seabass families produced from a breeding programme for high growth in 2016 and 2017. The study included a total of 5,835 individual fish that were offspring of 41 sires and 60 dams (31 half‐sib and 34 full‐sib families). The experimental fish were challenged by intraperitoneal injection with a volume containing 10⁵ CFU (colony‐forming unit)/fish. Resistance to S. iniae was measured as survival rate at 6 hr, 3, 5, 7, 10 and 15 days post‐challenge test. There were significant variations in S. iniae resistance among families at different observation periods (ranging from 24.4% to 80%). Restricted maximum‐likelihood method and mixed model analysis were applied to estimate heritability for S. iniae resistance. The heritability for S. iniae resistance ranged from 7% to 18% across different statistical models used. The common full‐sib effects accounted for 0.1%–2% of the total variation in resistance to S. iniae. Genetic correlations of the S. iniae resistance at 6 hr and 3 days with later post‐challenge test periods were low to moderate. However, these estimates for S. iniae resistance between successive measurement times (5, 7, 10 and 15 days) were high and close to 1. The genetic correlations of resistance with body weights at 180, 270 and 360 days post‐hatch were not significant as well with cannibalism. It is concluded that there is substantial additive genetic variation in resistance to S. iniae, suggesting there is potential for genetic improvement of Asian seabass for resistance to S. iniae through selective breeding.     

Variation and heritability of morphological and physiological traits among Leymus chinensis genotypes under different environmental conditions

Intraspecific trait variation and heritability in different environmental conditions not only suggest a potential for an evolutionary response but also have important ecological consequences at the population, community, and ecosystem levels. However, the contribution of quantitative trait variation within a grassland species to evolutionary responses or ecological consequences is seldom documented. Leymus chinensis is an important dominant species in semi-arid grasslands of China, which has seriously suffered from drought and high temperature stresses in recent decades. In the present study, we measured variation and heritability of 10 quantitative traits, namely the number of tillers, maximum shoot height, number of rhizomes, maximum rhizome length, rhizome mass, aboveground mass, root mass, maximum net photosynthetic rate(Pmax), specific leaf area(SLA), and leaf length to leaf width ratio(LL/LW), for 10 genotypes of L. chinensis under one non-stress(Ck) condition and three environmental stress conditions(i.e., drought(Dr), high temperature(Ht), and both drought and high temperature(DrHt)). Result indicated that(1) the interaction of genotype and environmental condition(G×E) was significant for 6 traits but not significant for the other 4 traits as shown by two-way analysis of variance(ANOVA), suggesting that different selection forces were placed for different traits on the factors dominating phenotypic responses to different environmental conditions. Moreover, these significant G×E effects on traits indicated significantly different phenotypic adaptive responses among L. chinensis genotypes to different environmental conditions. Additionally, individuals could be grouped according to environmental condition rather than genotype as shown by canonical discriminant analysis, indicating that environmental condition played a more important role in affecting phenotypic variation than genotype;(2) by one-way ANOVA, significant differences among L. chinensis genotypes were found in all 10 traits under Ck and Dr conditions, in 8 traits under Dr Ht condition and only in 4 traits under Ht condition; and(3) all 10 traits showed relatively low or non-measurable broad-sense heritability(H_2) under stress conditions. However, the lowest H_2 value for most traits did not occur under DrHt condition, which supported the hypothesis of 'unfavorable conditions have unpredictable effects' rather than 'unfavorable conditions decrease heritability'. Results from our experiment might aid to improve predictions on the potential impacts of climate changes on L. chinensis and eventually species conservation and ecosystem restoration.     

我国北部冬麦区小麦区域试验重复次数和试点数量的优化设计

农作物品种区域试验重复次数和试点数量的合理配置有利于提高试验的成本效率和品种选择效率。本研究分析了2010—2019年期间北部冬麦区小麦品种区域试验的重复次数和试点数量设置的合理性,依据小麦品种试验的信噪比和遗传力水平随重复次数和试点数量的变化规律,提出了重复次数和试点数量的优化设计方案。结果表明:(1)北部冬麦区小麦单点试验的遗传力平均达到0.87,需要的重复次数平均值仅为1.4,说明3次重复可以充分保证试验精确度的需求。(2)北部冬麦区水地组和旱地组小麦区域试验达到0.75的遗传力水平时,需要的试点数量分别为11个和13个,目前有效试点数量分别约为11个和8个,分别达到0.75和0.60的遗传力水平。(3)小麦品种区域试验结果对品种的审定和应用十分重要,而每年都可能有少数试验点因为各种异常情况而报废,为保证试验结果的可靠性,可按H=0.75的水平需求安排试验点数量和重复次数,即重复次数可保持当前的3次;水地组的试点数量可保持在11个左右;旱地组可将试点增加到13个;如要将遗传力提高到0.80的水平,则需约16个试点。     

Genetic parameters for growth‐related traits and survival with age in the Kuruma shrimp Marsupenaeus japonicus

Genetic parameters were estimated for growth‐related traits and survival of the Kuruma shrimp Marsupenaeus japonicus based on 66 families, including 30 paternal half‐sib families, which were obtained using artificial insemination of two females by each male. The variance components for growth‐related trait and survival were estimated using a single‐trait animal model and a sir‐dam model, respectively, and genetic parameters were estimated using the restricted maximum likelihood method. The coefficients of variation for growth‐related traits such as body length (BL), abdominal length (AL), and body weight (BW) were 9.36%–22.44%, 10.61%–21.92%, and 26.47%–58.33%, respectively, at different ages (45, 75, 105, 135, and 165 days). The corresponding heritability estimates for each growth trait were 0.1545–0.1951, 0.1672–0.1905, and 0.1596–0.1934, respectively, all of which were found to be at moderate levels and increased with age. The heritability of survival on day 165 was low (0.003). The genetic correlations among growth traits were positive and high (0.7316–0.9896) at the different ages, suggesting that selection to improve any single growth trait will cause positive responses in other growth traits examined in M. japonicus. The genetic correlations between growth traits and survival were also positive but low (0.005–0.087), which indicated that only selecting for growth traits may not cause a positive correlated response in the survival of the core population. According to the above results, we suggested that growth and survival traits should be taken as improving targets of breeding in M. japonicus. These results provided reference data for selective breeding and multitrait selection of M. japonicus.