河北省中国荷斯坦牛产奶和体型性状遗传参数分析

旨在探究河北省中国荷斯坦牛产奶和体型性状的遗传参数,为育种提供参考。本研究收集了2012-2018年河北省133个牛场8 891头中国荷斯坦母牛第一胎次的3个产奶性状记录（产奶量、乳脂率和乳蛋白率）和26个体型性状记录,利用DMU软件,以场年季、产犊月龄、鉴定年季和鉴定员效应为固定效应,以个体的加性遗传效应为随机效应,采用AIREML结合EM算法并配合动物模型对产奶性状、体型性状进行了遗传参数估计。结果表明,产奶性状的遗传力估计值范围为0.15（产奶量）~0.32（乳脂率）,体型性状遗传力估计值范围为0.01（体型总分）~0.28（后乳房附着宽度）。产奶性状与体型性状间的遗传相关估计值范围分别是-0.43（产奶量与骨质地）~0.31（产奶量与尻部）、-0.59（乳脂率与尻部）~0.20（乳脂率与前乳头位置）以及-0.34（乳蛋白率与前乳头长度）~0.23（乳蛋白率与后乳头位置）。大部分体型性状与产奶量之间为遗传正相关,而与乳脂率和乳蛋白率为遗传负相关。加强对产奶性状及体型性状中的中高遗传力性状的选择,尤其对后乳房性状以及体型总分的选择,有利于奶牛生产性能的提高。     

Genetic trends production and somatic cell count for Jersey cattle in Zimbabwe born from 1994 to 2005

Genetic trends for Jersey dairy cattle in Zimbabwe were estimated. A total of 10,986 lactation records were obtained from Zimbabwe Livestock Identification Trust, with cows calving in the period 1996 to 2008. An ASReml program fitting an animal model was used for the analyses. The animal model that was used included overall mean, herd-year-season, previous calving interval, and days dry as fixed effects while linear and quadratic regression coefficients of age at calving as covariates. Random effects were cow, permanent environmental effects, and residual error. The pedigree file included 1,228 animals born from 1994 to 2005. The traits studied were milk yield, fat yield, protein yield, fat percent, protein percent, and Log₁₀SCC. Results indicated that milk yield, fat yield, and protein yield increased genetically (P?<?0.0001) on average by 1.420, 0.160, and 0.164?kg per year, respectively. Fat percent, protein percent, and Log₁₀SCC declined over the past 12?years (P?<?0.0001) at the rate of ?0.021, ?0.015, and ?0.0002 per year, respectively. This was due to the negative correlation between milk composition and milk yield. The results implies that the selection applied in the last decade has achieved genetic progress and that there is genetic variance for continued improvement and for setting up an effective dairy breeding program in Zimbabwean Jersey herds for milk, fat, and protein production.     

南方地区荷斯坦牛乳中体细胞数及乳房性状与泌乳性能相关性的研究

对192头成年荷斯坦牛乳中体细胞数及乳房性状与泌乳性能的相关性进行研究,结果表明:乳中体细胞数较高,9月份达到最高水平;乳房性状评分偏低。体细胞数与月产奶量、月乳脂产量及月乳蛋白产量等性状有极显著负相关(p<0.01),与乳脂率和乳蛋白含量无显著相关关系(p>0.05);后乳房宽度与月产奶量、月乳脂产量及乳蛋白产量有极显著正相关(p<0.01)。     

中国荷斯坦牛乳房性状、体型总分与产奶性状的相关分析

研究利用武汉市58头公牛的971头女儿2006—2007年间的体型性状鉴定记录及2001—2007年间的生产性能测定记录,配合动物模型,采用REML方法进行参数估计,探讨了乳房性状、体型总分与产奶性状之间的关系。结果表明:乳房性状与产奶性状之间的表型相关较小。后乳房宽度与产奶性状之间存在强的遗传正相关(0.44～0.89)。后乳房高度与305 d产奶量(0.27)、305 d乳脂量(0.16)存在遗传正相关,而与305 d乳蛋白量(-0.32)存在遗传负相关。前乳房附着与产奶性状基本不存在相关。悬韧带与305 d产奶量存在遗传正相关(0.79)。乳房深度与305 d产奶量存在遗传负相关(-0.20)。体型总分与305 d产奶量、305 d乳脂量、305 d乳蛋白量存在较强的遗传正相关,故加强乳房性状和体型总分的选择对提高奶牛的生产性能有益。     

Incorporation of observations with different residual error variances into existing complex test-day models

Automated milking systems (AMS) have become popular on dairy farms. Due to a different test-day recording scheme the variation of test-day observations differ from AMS differ from those of conventional milking system (CMS). An approach is presented for upgrading the genetic evaluation model for production traits milk, protein and fat yield by including residual covariance matrices for AMS and CMS test-day observations. Residual variances were found to be 16–37% smaller for milk and protein yields and 42–47% larger for fat yield when recorded under AMS herds compared to CMS herds. Daily heritability was higher for milk and protein yield and lower for fat yield when traits were recorded under AMS compared to recording under CMS. No difference was found between AMS and CMS in 305-day heritability for milk and protein yield except for second lactation milk yield. 305-day heritability for fat was lower for all lactations under AMS.     

中国荷斯坦奶牛RPL23A、ACACB基因3个SNPs检测及其与产奶性状的关联分析

旨在开展奶牛群体高乳成分功能基因的验证与筛选,利用微流控芯片自主选育技术分析北京地区母牛群体高乳蛋白、高乳脂基因频率,同时分析基因多态性及其与产奶性状的相关性。本研究对北京地区8个大型奶牛场1 596头中国荷斯坦奶牛RPL23A、ACACB基因的多态性进行了检测,所有个体均为3胎以内的泌乳牛,收集每头牛所有测定日的产奶量、乳脂率、乳蛋白率等数据,同时对3个多态位点不同基因型与产奶性状进行了关联分析。RPL23A基因的SNP位点g.20146771G>A,在第一泌乳期,与产奶量、乳脂量、乳脂率和乳蛋白量均达到极显著关联（P<0.01）,第二泌乳期,g.20146771G>A与5个产奶性状均呈极显著关联（P<0.01）。ACACB基因的SNP位点g.63962768C>T,在第一泌乳期,与产奶量、乳脂量、乳脂率和乳蛋白量均呈极显著关联（P<0.01）,在第二泌乳期,与产奶量、乳脂量、乳脂率和乳蛋白率呈极显著关联（P<0.01）。结果表明,RPL23A、ACACB基因可以作为影响中国荷斯坦奶牛产奶性状的候选基因用于标记辅助选择,以上基因位点可能通过直接或间接的途径影响奶牛的乳脂或乳蛋白性状,对产奶性状起到重要调控作用。本研究为荷斯坦奶牛后续的标记辅助选择奠定了良好基础。     

Influence of race and crossbreeding on casein micelles size

Casein (CN) micelles are colloidal aggregates of protein dispersed in milk, the importance of which in the dairy industry is related to functionality and yield in dairy products. The objective of this work was to investigate the correlation of milk CN micelles diameter from Holstein and Zebu crossbreds with milk composition (protein, fat, lactose, total and nonfat solids and milk urea nitrogen), somatic cell count (SCC), age, lactation stage and production. Average casein micelles diameters of milk samples obtained from 200 cows were measured using photon correlation spectroscopy and multiple regression analysis was used to find relationship between variables. CN micelle diameter, SCC and nonfat solids were different between animals with different Holstein crossbreed ratios, which suggests influence of genetic factors, mammary gland health and milk composition. Overall, results indicate the potential use of CN micelle diameter as a tool to select animals to produce milk more suitable to cheese production.     

Factors affecting yield and composition of camel milk kept under desert conditions of central Punjab, Pakistan

This study was planned to study the herd composition, farming system, and reproductive traits and to evaluate the effect of season, stage of lactation and parity on milk production, and composition of camels kept under pastoral environment of central Punjab, Pakistan. Based on purposive sampling method, 50 herds belonging to small, medium, and large-sized herds were selected. From these herds, 1,137 she-camels were entered in this study and their composite milk samples were collected and analyzed through standard procedures to determine the milk yield and percentages of milk contents. The results showed that the male camels constituted a lesser percentage (p?相似文献   

中国荷斯坦牛PIN1基因对产奶性状的遗传效应分析

前期研究通过荷斯坦公牛全基因组重测序鉴定到17个奶牛产奶性状候选功能基因,其中,肽基脯氨酸顺反异构酶基因(PIN1)参与甘油三酯代谢、甘油磷脂代谢以及mTOR信号通路,且位于产奶量和乳蛋白量性状QTL区间。为进一步系统分析PIN1基因是否对奶牛产奶性状具有遗传效应,本实验基于40头公牛的基因组DNA混池,采用PCR产物直接测序法对PIN1基因的全部编码区以及上下游调控区2000 bp进行扫描,在内含子2检测到1个SNP位点7:g.14432394G>A,A、G等位基因频率分别为0.4797和0.5203。采用靶向测序基因型技术对北京地区987头中国荷斯坦母牛进行个体基因型检测,对SNP位点7:g.14432394G>A与5个产奶性状进行关联分析。结果表明:在第1泌乳期,SNP 7:g.14432394G>A与产奶量、乳脂量、乳蛋白量和乳蛋白率呈显著或极显著关联(P=0.0001~0.0493);在第2泌乳期,SNP与产奶量、乳脂量、乳脂率和乳蛋白量呈显著或极显著关联(P=0.0001~0.0104);SNP位点7:g.14432394G>A对产奶量、乳脂量、乳蛋白量和乳蛋白率的加性效应或等位基因替代效应均达到显著或极显著。综上,PIN1基因对中国荷斯坦牛的产奶量和乳蛋白、乳脂性状具有显著遗传效应,可作为遗传标记用于基因组选择,以加快遗传进展。     

Estimation of Variances and Covariances of Milk Traits by REML with an Individual Animal Model

Abstract

Records form Finnish Ayrshire cattle were used to estimate variances and covariances of milk traits by the restricted maximum likelihood (REML) method using the individual animal model (IAM). Two data sets were analyzed. The first data set consisted of 1423 sires and 16363 cows, of which 11911 had records on first lactation. The heritabilities estimated from this data set for milk yield, protein yield, protein content and fat content were 0.40, 0.31, 0.63 and 0.68, respectively. The second data set was a subset of first data set with herds with less than ten observations excluded and consisted of 1335 sires and 11262 cows with 8140 first, 5688 second and 3717 third lactation records. The heritability estimates from the second data set under a repeatability model for milk yield, protein yield, protein content and fat content were 0.30, 0.26, 0.59 and 0.66, respectively. The repeatability estimates for the same traits were 0.53, 0.51, 0.67 and 0.76, respectively. The second data set was also used to estimate genetic and phenotypic correlations among milk traits in first lactation. Both genetic and phenotypic correlations among protein yield and protein and fat content traits were small. The genetic correlation between milk yield and protein content was -0.61, between milk yield and fat content -0.50 and between protein content and fat content 0.67. Absolute values of phenotypic correlations for the same pairs of traits were somewhat smaller than respective genetic correlations.     

中国荷斯坦牛RPL23A和ACACB基因对产奶性状的遗传效应分析

作者所在团队前期通过奶牛乳腺上皮组织转录组测序及荷斯坦公牛全基因组重测序研究发现RPL23A和ACACB基因是奶牛乳蛋白和乳脂性状的候选功能基因,本研究旨在探究这两个基因是否对奶牛产奶性状具有显著遗传效应。以北京地区7个牧场的1059头中国荷斯坦母牛为试验群体,采集尾根静脉血并提取基因组DNA,通过飞行时间质谱方法检测SNP位点基因型,利用SAS9.4软件的MIXED过程进行关联分析。结果表明,RPL23A基因的SNP位点g.20146771C>T与第1泌乳期5个产奶性状达到显著或极显著关联(P=0.0001~0.0416),其优势等位基因为T;ACACB基因的g.63878254T>C位点与第1泌乳期产奶量、乳脂量和乳蛋白量呈极显著关联(P<0.01),其优势等位基因为C;g.63962768G>A位点与第1泌乳期产奶量、乳脂量、乳脂率和乳蛋白率关联显著或极显著(P=0.0001~0.0391),其优势等位基因为A。综上,RPL23A基因主要影响中国荷斯坦牛产奶量和乳蛋白,ACACB基因对产奶量和乳脂具有显著遗传效应,3个SNP位点可考虑作为遗传标记用于标记辅助选择培育奶牛高乳蛋白乳脂新品系和选育提高。     

呼和浩特近郊奶牛乳样体细胞分与乳成分相关性分析

本试验旨在研究呼和浩特近郊两个奶牛场荷斯坦奶牛体细胞数(somatic cell count,SCC)变化规律及体细胞分(somatic cell score,SCS)与乳成分的相关性。试验按常规方法采集奶样,并借助Bentley FTS/FCM 400 Combi奶牛生产性能测定仪测定奶样,然后对所得数据用SPSS 17.0软件进行统计分析。结果显示,奶牛各胎次中SCC在第1胎时最低(P<0.01),在第7胎时最高(P<0.01);随着泌乳天数的增加奶样SCC亦明显增加;奶样SCC<100×10³/mL到SCC>1000×10³/mL的过度中,奶牛日产奶量和奶样乳糖含量明显降低(P<0.01),分别降低了6.07 kg(22.97%)和0.40%(8.06%),而奶样乳脂率和乳蛋白率显著升高(P<0.01),分别增加了0.32%(8.31%)和0.26%(8.05%)。秋、冬季奶样乳脂率要明显高于春、夏季奶样乳脂率(P<0.01),秋季奶样乳蛋白率最高,春季奶样乳蛋白率最低;春季奶样乳糖含量最高,秋、冬季奶样乳糖含量相对较低;冬季奶样SCC最高,而秋季奶样SCC则最低。SCS与日产奶量(-0.172)和乳糖含量(-0.283)之间存在极显著负相关(P<0.01),SCS与乳脂率(0.034)和乳蛋白率(0.111)之间存在极显著正相关(P<0.01)。因此,随着胎次增高,SCC有逐渐升高趋势;随着SCC的升高,日产奶量和乳糖含量有降低趋势,而乳脂率和乳蛋白率有升高趋势;季节对乳成分和SCC均有不同程度的影响;SCC对奶牛日产奶量、乳脂率、乳蛋白率、乳糖含量均有明显影响。     

Genetic analysis of the prevalence of abomasal displacement and its relationship to milk output characteristics in German Holstein cows

Genetic parameters for the prevalence of abomasal displacement and for milk yield traits were estimated using a data set of 3578 cows. The animals originated from 50 farms near Hanover being under the official milk recording scheme. At these farms all cases of abomasal displacement in German Holsteins were registered from July 2001 to January 2003. Using REML heritability estimates in linear animal models were h2 = 0.034 +/- 0.014, h2 = 0.017 +/- 0.013 and h2 = 0.029 +/- 0.011 for all cases of abomasal displacement, leftsided abomasal displacement and rightsided abomasal displacement, respectively. Additive genetic correlations between all cases of abomasal displacement and milk yield traits were small, ranging from rg = -0.20 (fat content) to rg = 0.08 (milk kg). However, there was a highly positive additive genetic correlation between leftsided abomasal displacement and milk yield of rg = 0.683 +/- 0.227. Leftsided abomasal displacement was correlated additive genetically to fat and protein yield, fat and protein content with rg = 0.595 +/- 0.297, r9 = 0.653 +/- 0.250, rg = -0.768 +/- 0.3280 und rg = -0.643 +/- 0.354, respectively. The additive genetic correlation to the ratio between fat and protein content was rg = -0.585 +/- 0.470. For rightsided abomasal displacement, additive genetic correlations were of similar size but with reversed signs. The estimates obtained for the residual correlations were negligibly small throughout.     

Genetics of milk yield and fertility traits in Holstein-Friesian cattle on large-scale Kenyan farms

Purebred Holstein-Friesian cows are the main exotic breed used for milk production on large, medium, and small farms in Kenya. A study was undertaken on seven large-scale farms to investigate the genetic trends for milk production and fertility traits between 1986 and 1997 and the genetic relationships between the traits. This involved 3,185 records from 1,614 cows, the daughters of 253 sires. There was a positive trend in breeding value for 305-d milk yield of 12.9 kg/ yr and a drop in calving interval of 0.9 d/yr over the 11-yr period. Bulls from the United States (U.S.) had an average total milk yield breeding value 230 kg higher than the mean of all bulls used; Canada (+121 kg), Holland (+15 kg), the United Kingdom (U.K., 0 kg), and Kenya (-71 kg) were the other major suppliers of bulls. Average breeding values of bulls for calving interval by country of origin were -1.31 (Canada), -1.27 (Holland), -0.83 (U.S.), -0.63 (Kenya), and 0.68 d (U.K.). The genetic parameters for 305-d milk yield were 0.29 (heritability), 0.05 (permanent environment effect as proportion of phenotypic variance) resulting in an estimated repeatability of 0.34. Using complete lactation data rather than 305-d milk yield resulted in similar estimates of the genetic parameters. However, when lactation length was used as a covariate heritability was reduced to 0.25 and the permanent environment effect proportion increased to 0.09. There was little genetic control of either lactation length (heritability, 0.09) or calving interval (heritability, 0.05); however, there were strong genetic correlations between first lactation milk yield, calving interval, and age at first calving.     

Searching for DNA markers for milk production and composition on chromosome 6 in sheep

Several milk protein polymorphisms are potential tools for selection in dairy ruminants. However, research results for dairy sheep are not as conclusive as those for goats or cattle and are often controversial. The main objective of this study was to find and later use molecular genetic markers in selection to improve milk production and milk composition in Awassi ewes. Chromosome 6 was chosen because several studies have reported the presence of significant quantitative trait loci (QTL) affecting milk production traits on ovine and bovine chromosome 6. Altogether, genotypes for 13 microsatellite loci were determined for 258 ewes, which were purebred Awassi or Awassi-Merino crosses. Phenotypic data were lactation yield of milk, milk fat, protein and lactose (kg), average milk protein and fat percentage and average somatic cell count. Five out of the 13 microsatellites showed significant association with at least one of the examined traits.     

The Estimation of Genetic Parameters of Holstein Dairy Cows in Ningxia Region

The genetic parameters of milk fat percentage (FP), milk protein percentage (PP), somatic cell score (SCS), milk yield of 305 days (MYD), age at first calving (AFC),calving interval (CI) and linear classification scores (LCS) were estimated using the DHI data of 2008 to 2016 in Ningxia area of 27 444 Holstein dairy cows and type records. With the aid of DMU v 6.0 AI-REML software, DMU combined with EM algorithm and multi character animal model was used to model the influence factors of the birth season, herd, year, parity and individual additive genetic effect. The results showed that FP, PP, SCS, MYD, AFC, CI and LCS's heritability were 0.14, 0.19, 0.19, 0.31, 0.37, 0.10, 0.07, respectively. At the same time, the breeding value, genetic correlation and CPI2 values of different traits were calculated. The genetic evaluation for dairy cows in Ningxia, could be more in-depth understanding of the basic situation of the herd, to provide basic data for the construction of dairy cow breeding matching selection, planning and selection index.     

宁夏地区荷斯坦奶牛遗传参数估计

利用2008-2016年出生的27 444头宁夏地区荷斯坦奶牛生产性能（dairy herd improvement,DHI）数据及体型线性评分数据计算乳脂率（fat percentage,FP）、乳蛋白率（protein percentage,PP）、体细胞评分（somatic cell score,SCS）、305 d产奶量（milk yield of 305 days,MYD）、初产日龄（age at first calving,AFC）、产犊间隔（calving interval,CI）和体况评分（linear classification scores,LCS）的遗传参数。利用DMU v 6.0软件,采用AI-REML模块结合EM算法并配合多性状动物模型,以季节、场、年份、胎次和动物个体加性遗传效应作为模型的影响因素。计算结果表明,宁夏地区奶牛的FP、PP、SCS、MYD、AFC、CI和LCS的遗传力分别为0.14、0.19、0.19、0.31、0.37、0.10和0.07,同时得出了奶牛不同性状的育种值、遗传相关和奶牛生产性能指数2（China performance index 2,CPI2）值。本研究通过对宁夏地区奶牛DHI数据的深挖和遗传评估,准确地把握了宁夏奶牛群体结构特征,对于奶牛的选种选配、育种规划和选择指数的构建有重要意义。     

GH基因遗传多态性与中国荷斯坦牛泌乳性状的遗传效应分析

为分析GH基因SNPs与中国荷斯坦牛泌乳性状的相关性。以Z32头中国荷斯坦牛为研究材料,采用PCRSSCP技术检测GH基因第5外显子及其相邻区域的多态性,并进行相关性分析。结果发现GH基因第4内舍子（2017bp处）存在C—T的碱基转换,该群体在此位点处于Hardy-Weinberg平衡状态,为中度多态。与泌乳性状的相关性分析表明,该多态位点与泌乳性状显著相关（P〈0．05）,TT型305d产奶量、305d乳脂量、305d乳蛋白量和305d乳糖量显著高于CC型（P〈0．05）;TC型与TT型、CC型之间305d产奶量、305d乳脂量、305d乳蛋白量差异均不显著（P〉0．05）,但TC型在数值上有优于CC型的趋势。建议将等位基因T作为提高奶牛产奶量、乳脂量和乳蛋白量的候选分子标记。     

Genetic relationships of alternative somatic cell count traits with milk yield,composition and udder type traits in Italian Jersey cows

The aim of this study was to estimate genetic associations between alternative somatic cell count (SCC) traits and milk yield, composition and udder type traits in Italian Jersey cows. Alternative SCC traits were test‐day (TD) somatic cell score (SCS) averaged over early lactation (SCS_150), standard deviation of SCS of the entire lactation (SCS_SD), a binary trait indicating absence or presence of at least one TD SCC >400,000 cells/ml in the lactation (Infection) and the ratio of the number of TD SCC >400,000 cells/ml to total number of TD in the lactation (Severity). Heritabilities of SCC traits, including lactation‐mean SCS (SCS_LM), ranged from 0.038 to 0.136. Genetic correlations between SCC traits were moderate to strong, with very few exceptions. Unfavourable genetic associations between milk yield and SCS_SD and Infection indicated that high‐producing cows were more susceptible to variation in SCC than low‐producing animals. Cows with deep udders, loose attachments, weak ligaments and long teats were more susceptible to an increase of SCC in milk. Overall, results suggest that alternative SCC traits can be exploited to improve cow's resistance to mastitis in Italian Jersey breed.     

牛催乳素基因及其单核苷酸多态性与产奶性状关系的研究进展

SNPs是目前遗传标记研究的一大热点,牛催乳素(prolactin,PRL)基因是与产奶性状相关的重要候选基因。PRL基因上的SNPs与牛的产奶量、乳脂量、乳蛋白量、乳脂率、乳蛋白率等性状存在某种关联,可用于牛的标记辅助选择(MAS)育种。笔者从PRL的结构与功能、基因的定位及作用机制、PRL上的SNPs与产奶性状关系的研究等几个方面进行了综述。