Norwegian Red

挪威红
  • 文章类型: Journal Article
    挪威红已被证明在实验条件下具有高水平的发情行为。然而,挪威红牛的发情行为尚未在商业条件下进行研究。
    一群89头挪威红牛被安置在混凝土上的免费摊位中,板条地板,连续视频监控21天。使用牛奶孕酮浓度在最终研究样品组(n=18)中确认了卵巢周期性。记录了所有的坐骑和站立活动,和动情的持续时间,站立的发情和它们之间的差异;前庭和后庭,决心。周期阶段动情期,根据发情山的开始时间和结束时间估计发情期和发情期。
    最终研究样本组中的所有母牛都表现出发情迹象,发情期的\'站立要安装\'。两个(11%),11头(61%)和6头(33%)母牛在动情期表现出“站立”的行为,发情期和发情期,分别。在发情周期的其余部分中,个体母牛在发情和站立发情期间发起的坐骑数量更高。这项研究报告了动情期和立位发情期的中位数为21.0h(四分位距(IQR)15.0至27.3)和14.3h(IQR12.0至18.8),分别。所有坐骑行为的每小时中位数为8.6(IQR5.6至11.3),站立发情期为1.51(IQR0.3至3.8)和1.7(IQR0.8至6.0),Prestandandpoststand,分别。
    这项研究表明,在商业条件下,挪威红牛表现出与发情相关的高水平的坐骑和林分活动。
    UNASSIGNED: Norwegian Red has been shown to have high levels of estrus behavior under experimental conditions. However, the estrus behaviors of Norwegian Red cows have not been studied under commercial conditions.
    UNASSIGNED: A herd of 89 Norwegian Red cows housed in free stalls on concrete, slatted floors, were continuously video monitored for 21 days. Ovarian cyclicity was confirmed in a final study sample group (n = 18) using milk progesterone concentrations. All mounting and standing activities were recorded, and the duration of mount estrus, standing estrus and the differences between these; prestand and poststand, were determined. The cycle stages metestrus, diestrus and proestrus were estimated based on the starting time and ending time of mount estrus.
    UNASSIGNED: All cows in the final study sample group exhibited the primary estrus sign, \'standing to be mounted\' during estrus. Two (11%), eleven (61%) and six (33%) cows exhibited the behavior \'standing to be mounted\' during metestrus, diestrus and proestrus, respectively. The number of mounts initiated by individual cows was higher during mount and stand estrus than during the rest of the estrous cycle. This study reports a median duration of mount estrus and stand estrus of 21.0 h (interquartile range (IQR) 15.0 to 27.3) and 14.3 h (IQR 12.0 to 18.8), respectively. The median counts per hour of all mount behaviors were 8.6 (IQR 5.6 to 11.3), 1.51 (IQR 0.3 to 3.8) and 1.7 (IQR 0.8 to 6.0) for standing estrus, prestand and poststand, respectively.
    UNASSIGNED: This study shows that under commercial conditions the Norwegian Red cow displays a high level of mount and stand activity associated with estrus.
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  • 文章类型: Journal Article
    奶牛对子宫疾病的个体抗性或耐受性可能与子宫菌群的变化有关。奶牛的子宫道微生物群是越来越感兴趣的领域。然而,其具体的分类法和功能方面的探索不足,关于人工授精(AI)子宫内膜微生物群的信息仍然缺失。尽管子宫细菌可能通过阴道途径引入,也有人建议病原体可以通过血源性途径转移到子宫。因此,子宫壁不同层的微生物群可能不同。挪威红(NR)是一个高生育品种,也有一个高患病率的亚临床子宫内膜炎(SCE),对奶牛生育能力有负面影响的子宫发炎。然而,在这个品种中,负面影响只有中等,这引发了一个问题,即这是否可能是由于有利的微生物群。在本研究中,我们通过活检和细胞刷样本调查了AI时NR中的子宫内膜微生物群,并将其与阴道微生物区系进行比较。第二个目标是描述子宫内膜两个不同深度的潜在差异,在健康与SCE阳性NR奶牛中。我们对24头泌乳和临床健康的挪威红牛进行了取样,在产牛后第二次发热量或更长时间,第一次提出AI。首先,我们获得了阴道拭子和细胞刷样本,除了细胞切片外,还可以调查动物的子宫健康状况。其次,我们从子宫内膜获取了活检样本.提取来自16SrRNA基因的细菌DNA,并用Illumina测序V3-V4区进行测序。研究了α和β多样性和分类组成。我们的结果表明,子宫内膜活检的微生物群与细胞刷和阴道拭子样本在质量上有所不同,甚至更均匀。细胞刷样本和阴道拭子具有相似的分类组成,这表明阴道拭子可能足以在发情期对表层子宫微生物群进行采样。当前的研究描述了AI时健康和SCE阳性NR母牛的微生物群。我们的结果是有价值的,因为我们继续探索NR高生育率的机制,以及可能的进一步改进。
    The individual resistance or tolerance against uterine disease in dairy cattle might be related to variations in the uterine tract microbiota. The uterine tract microbiota in dairy cattle is a field of increasing interest. However, its specific taxonomy and functional aspects is under-explored, and information about the microbiota in the endometrium at artificial insemination (AI) is still missing. Although uterine bacteria are likely to be introduced via the vaginal route, it has also been suggested that pathogens can be transferred to the uterus via a hematogenous route. Thus, the microbiota in different layers of the uterine wall may differ. Norwegian Red (NR) is a high fertility breed that also has a high prevalence of subclinical endometritis (SCE), an inflammation of the uterus that has a negative effect on dairy cattle fertility. However, in this breed the negative effect is only moderate, raising the question of whether this may be due to a favorable microbiota. In the present study we investigated the endometrial microbiota in NR at AI by biopsy and cytobrush samples, and comparing this to the vaginal microflora. The second objective was to describe potential differences at both distinct depths of the endometrium, in healthy vs SCE positive NR cows. We sampled 24 lactating and clinically healthy Norwegian red cows in their second heat or more after calving, presented for first AI. First, we obtained a vaginal swab and a cytobrush sample, in addition to a cytotape to investigate the animal\'s uterine health status with respect to SCE. Secondly, we acquired a biopsy sample from the uterine endometrium. Bacterial DNA from the 16S rRNA gene was extracted and sequenced with Illumina sequencing of the V3-V4 region. Alpha and beta diversity and taxonomic composition was investigated. Our results showed that the microbiota of endometrial biopsies was qualitatively different and more even than that of cytobrush and vaginal swab samples. The cytobrush samples and the vaginal swabs shared a similar taxonomic composition, suggesting that vaginal swabs may suffice to sample the surface-layer uterine microbiota at estrus. The current study gave a description of the microbiota in the healthy and SCE positive NR cows at AI. Our results are valuable as we continue to explore the mechanisms for high fertility in NR, and possible further improvements.
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  • 文章类型: Journal Article
    亚临床子宫内膜炎(SCE)在奶牛中非常普遍,对生殖结果和生产者经济造成负面影响。由于可持续性和动物福利,应优先考虑对子宫疾病具有更好抵抗力的动物的遗传选择。因此,本研究的目的是估计挪威红(NR)种群中SCE的遗传力。此外,讨论了该条件作为育种生育力表型的未来观点。在人工授精时,总共对1,642头NR母牛进行了SCE采样,使用细胞胶带。通过细胞学建立每个样品中的多形核细胞(PMN)的百分比,通过计数300PMN和上皮细胞。PMN的平均百分比为5%。检查了不同的性状定义,SCE被定义为二元性状,基于以下PMN的截止水平:Cyto0=PMN>0,Cyto3=PMN>3%,Cyto5=PMN>5%,Cyto10=PMN>10%,和Cyto20=PMN>20%。平均值为0.07(Cyto20)至0.59(Cyto0)。我们还使用百分比PMN分析了PMN作为连续变量。关于动物和牛群的信息从挪威奶牛群记录系统获得。有数据的奶牛的谱系包括总共24,066只动物。使用线性动物模型来估计遗传力。唯一具有估计的遗传变异大于标准误差的性状定义是Cyto5,估计的遗传力为0.04。对于所有其他定义,遗传变异与零无显著差异。已将5%PMN的截止水平确定为早期文献中SCE定义的一般阈值。估计方差分量的标准误差相对较大,结果应谨慎解释。然而,目前的研究表明,SCE在与临床子宫内膜炎和子宫炎相似的水平上是可遗传的,并有可能作为未来的生育力表型用于育种目的。需要一种更可行的诊断SCE的方法来建立更大的数据集。
    Subclinical endometritis (SCE) is highly prevalent in dairy cows, causing negative effects on reproductive outcomes and the producer economy. Genetic selection for animals with better resilience against uterine disease should be prioritized due to both sustainability and animal welfare. Therefore, the aim of the present study was to estimate the heritability of SCE in the Norwegian Red (NR) population. Moreover, future perspectives of the condition as a fertility phenotype for breeding are discussed. A total of 1,642 NR cows were sampled for SCE at the time of artificial insemination, using cytotape. The percentage of polymorphonuclear cells (PMN) in each sample was established by cytology, through the counting of 300 PMN and epithelial cells. The mean percentage of PMN was 5%. Different trait definitions were examined, and SCE was defined as binary traits, based on the following cut-off levels of PMN: Cyto0 = PMN  >0, Cyto3 = PMN  >3%, Cyto5 = PMN  >5%, Cyto10 = PMN  >10%, and Cyto20 = PMN  >20%.  The mean ranged from 0.07 (Cyto20) to 0.59 (Cyto0). We also analyzed PMN as a continuous variable using percent PMN. Information on the animals and herds was obtained from the Norwegian Dairy Herd Recording System. The pedigree of cows with data included a total of 24,066 animals. A linear animal model was used to estimate the heritability. The only trait definition that had an estimated genetic variance larger than the standard error was Cyto5, with an estimated heritability of 0.04. For all other definitions, the genetic variance was not significantly different from zero. A cut-off level of 5% PMN has been established as a general threshold for the definition of SCE in earlier literature. The standard errors of the estimated variance components were relatively large, and results should be interpreted with caution. However, the current study indicates that SCE is heritable at a similar level to that of clinical endometritis and metritis, and has potential as a future fertility phenotype to be used for breeding purposes. A more feasible method to diagnose SCE is needed to establish larger data sets.
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  • 文章类型: Journal Article
    本研究旨在评估细胞学子宫内膜炎(CYTO)的发生,子宫内膜的无症状炎症,第一次人工授精(AI)在挪威红牛产后。Further,评估了CYTO表现的危险因素及其对生殖成功和晚期胚胎丢失的影响。该研究共纳入了位于116群的1,648头母牛。主要是自发发情,子宫内膜细胞学样本采用细胞显像技术收集,在400倍放大倍数下计数总共300个代表性上皮细胞和多形核中性粒细胞(PMN)。记录通过Metricheck(Simcro)获得的阴道粘液和身体状况评分。在AI和21d后收集用于孕酮分析的牛奶样品。通过直肠触诊或妊娠相关糖蛋白分析诊断妊娠。基于接收者操作员特征曲线的构造,定义为CYTO的PMN的截止水平设置为3.0%,代表PMN发生影响妊娠结局的水平,敏感性(32.4%)和特异性(74.9%)的总和最高。建立了三个以羊群为随机因素的Logistic模型。第一个模型的结果是基于子宫内膜样本的CYTO的可能性,在第二次模型怀孕到第一次人工智能,在第三个模型胚胎丢失中。CYTO比例为28.0%(461/1,648)。首次AI的平均天数为71.7d(标准误差±0.7),首次AI的总体妊娠发生率为59.8%(866/1,449)。CYTO最初人工智能的可能性与人工智能人员有关,产卵到第一个AI间隔,阴道粘液的特点,样本中红细胞的数量,季节,和谷仓类型。CYTO阳性母牛的妊娠至第一次AI较低(比值比=1.51,置信区间=1.17-1.94)。影响第一次人工智能怀孕的其他因素是人工智能人员,测试日产奶量,谷仓类型,和第一次人工智能之前的产科条件或生育治疗。晚期胚胎丢失和流产的比例为8.6%(82/948)和2.8%(24/866),分别。晚期胚胎丢失与首次AI之前对生育障碍的治疗有关,但与CYTO无关。总的来说,我们的结果表明,即使挪威红牛在第一次AI时在子宫内膜中表现出相当高的CYTO患病率,它似乎对生殖性能没有重大影响。挪威红色育种计划几十年来一直强调生育和健康,遗传上有利的子宫免疫学可能是保留的机制之一。
    The present study aimed to assess the occurrence of cytological endometritis (CYTO), a nonsymptomatic inflammation of the endometrium, at first artificial insemination (AI) postpartum in Norwegian Red cows. Further, risk factors for CYTO manifestation and its effect on reproductive success and late embryo loss were evaluated. In total 1,648 cows located in 116 herds were included in the study. On mainly spontaneous estrus, endometrial cytology samples were collected using a cytotape technique, and a total of 300 representative epithelial cells and polymorphonuclear neutrophils (PMN) were counted at 400× magnification. Vaginal mucus obtained by Metricheck (Simcro) and body condition score were recorded. Milk samples for progesterone analysis were collected at AI and 21 d later. Pregnancy was diagnosed by rectal palpation or analysis of pregnancy-associated glycoproteins. Based on the constructions of a receiver operator characteristics curve, the cut-off level for PMN defined as CYTO was set to 3.0%, representing the level at which the PMN occurrence affected pregnancy outcome, with the highest summation of sensitivity (32.4%) and specificity (74.9%). Three logistic models with herd included as random factor were constructed. The outcome for the first model was the likelihood for CYTO based on the endometrial samples, in the second model pregnancy to first AI, and in the third model embryo loss. The proportion of CYTO was 28.0% (461/1,648). The average interval in days to first AI was 71.7 d (standard error ± 0.7) and the overall pregnancy incidence to first AI was 59.8% (866/1,449). The likelihood for CYTO at first AI was associated with AI personnel, calving to first AI interval, vaginal mucus characteristics, amount of red blood cells in sample, season, and barn type. Pregnancy to first AI was lower in CYTO-positive cows (odds ratio = 1.51, confidence interval = 1.17-1.94). Other factors affecting pregnancy to first AI were AI personnel, test day milk yield, barn type, and obstetrical conditions or fertility treatments before first AI. The proportion of late embryo loss and abortion was 8.6% (82/948) and 2.8% (24/866), respectively. Late embryo loss was associated with treatment against fertility disorders before first AI, but not associated with CYTO. Overall, our results suggest that even if Norwegian Red cows show a fairly high prevalence of CYTO in the endometrium at first AI, it does not seem to have a major effect on the reproductive performance. The Norwegian Red breeding program has emphasized fertility and health for decades, and a genetically advantageous uterine immunology might be one of the preserved mechanisms.
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  • 文章类型: Journal Article
    Genomic selection in modern farming demands sufficient semen production in young bulls. Factors affecting semen quality and production capacity in young bulls are not well understood; DNA methylation, a complicated phenomenon in sperm cells, is one such factors. In this study, fresh and frozen-thawed semen samples from the same Norwegian Red (NR) bulls at both 14 and 17 months of age were examined for sperm chromatin integrity parameters, ATP content, viability, and motility. Furthermore, reduced representation bisulfite libraries constructed according to two protocols, the Ovation® RRBS Methyl-Seq System (Ovation method) and a previously optimized gel-free method and were sequenced to study the sperm DNA methylome in frozen-thawed semen samples. Sperm quality analyses indicated that sperm concentration, total motility and progressivity in fresh semen from 17 months old NR bulls were significantly higher compared to individuals at 14 months of age. The percentage of DNA fragmented sperm cells significantly decreased in both fresh and frozen-thawed semen samples in bulls with increasing age. Libraries from the Ovation method exhibited a greater percentage of read loss and shorter read size following trimming. Downstream analyses for reads obtained from the gel-free method revealed similar global sperm DNA methylation but differentially methylated regions (DMRs) between 14- and 17 months old NR bulls. The majority of identified DMRs were hypomethylated in 14 months old bulls. Most of the identified DMRs (69%) exhibited a less than 10% methylation difference while only 1.5% of DMRs exceeded a 25% methylation difference. Pathway analysis showed that genes annotated with DMRs having low methylation differences (less than 10%) and DMRs having between 10 and 25% methylation differences, could be associated with important hormonal signaling and sperm function relevant pathways, respectively. The current research shows that RRBS in parallel with routine sperm quality analyses could be informative in reproductive capacity of young NR bulls. Although global sperm DNA methylation levels in 14 and 17 months old NR bulls were similar, regions with low and varying levels of DNA methylation differences can be identified and linked with important sperm function and hormonal pathways.
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  • 文章类型: Journal Article
    BACKGROUND: Oestrous synchronisation of cattle has been widely applied to accomplish simultaneous ovulation in animals and facilitate timed artificial insemination. The main aim of this study was to investigate the ovarian follicular growth and ovulatory response to oestrus and ovulation synchronisation in Norwegian Red heifers and cows. Oestrous cycles in 34 heifers and 10 cows from 4 herds were synchronised with two PGF2α analogue treatments 11 days apart, followed by GnRH analogue treatment for induction of ovulation. Thereafter, the ovaries were examined by ultrasonography at 3 h intervals until ovulation.
    RESULTS: The luteolytic effect of the PGF2α analogue was verified in 9 of 10 cows by progesterone contents in milk. Maximum physical activity of the cows occurred on average 69 h after PGF2α analogue treatment. An ovulatory response was recorded in 95.5% (42/44) of the animals. A significant difference in follicle size at ovulation was found between 2 of the herds. Animals with medium sized and large follicles and heifers aged > 16 months ovulated earlier than other animals.
    CONCLUSIONS: The applied sequence of treatments in the study was shown to be effective in synchronizing and inducing ovulation within a relatively narrow time interval in the Norwegian Red heifers and cows, consistent with findings in other cattle breeds.
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  • 文章类型: Journal Article
    Chronic subclinical mastitis (SCM), characterized by changes in milk composition and high somatic cell count (SCC) in milk for a prolonged period of time, is often caused by a bacterial infection. Different levels of SCC have been suggested and used as threshold to identify subclinical infection. The aim of this study was to examine different definitions of SCM based on test-day SCC and estimate genetic parameters for these traits and their genetic correlation to milk production. Test-day SCC records from 1,209,128 Norwegian Red cows in lactation 1 to 3 were analyzed. Twelve SCM traits were defined as binary with 2 test-day SCC in a row above SCC thresholds from 50,000 to 400,000 cells/mL (SCM50, SCM100, SCM150, SCM200, SCM250, SCM300, SCM350, and SCM400), with 3 test-day SCC in a row above 200,000 and 400,000 cells/mL (SCM200_3 and SCM400_3), and the number of days before the first case with SCM50 (D50) or SCM400 (D400). The heritability and genetic correlations were estimated for SCM traits and the mean lactation-average somatic cell score (LSCS) using linear animal repeatability models. The total mean frequency of SCM ranged from 1.2% to 51.8%, for different trait definitions, high for low SCC threshold (SCM50) and low for the highest SCC threshold (SCM400_3). For the 2 traits based on number of days, the mean values were 104 (D50) and 117 (D400) days. The mean LSCS was 4.4 (equivalent to around 82,000 SCC). Heritabilities for the 12 alternative SCM traits were low and varied from 0.01 (SCM400_3) to 0.1 (SCM100), whereas for LSCS the estimated heritability was 0.3 and standard error varied from 0.001 to 0.003. Genetic correlations among the SCM traits ranged from 0.7 (D50 and SCM400) to 1 (SCM350 and SCM400), whereas between SCM traits and milk production the correlation ranged from 0.07 (LSCS) to 0.3 (D400). The standard error for genetic correlations varied from 0.001 to 0.06. The heritability was low and the genetic correlations were strong among SCM traits. Genetic correlations lower than 1 suggest that the alternative SCM traits are genetically different from LSCS, the trait currently used in genetic evaluations for Norwegian Red. Hence, the alternative traits will add information and improve breeding for better udder health.
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  • 文章类型: Journal Article
    这项研究的目的是通过在分析中包括遗传相关性状作为其他信息来评估爪病的基因组育种值(GEBV)的预测性相关性是否增加。仅基于爪障碍并通过分析爪障碍以及遗传相关的足和腿构象特征来计算GEBV对爪障碍的预测相关性。分析的爪障碍是开瓶器爪(CSC);感染性爪障碍,包括皮炎,鞋跟角侵蚀,指间痰;与椎板炎相关的爪病,包括唯一的溃疡,白线紊乱,鞋底和白线出血。足部和腿部的构象特征包括蹄质,脚角度,后腿后视新,和后腿后视旧。数据包括183,728个有爪健康记录的女儿和421,319个有脚和腿构象得分的女儿。包含48,249个SNP的25K/54K单核苷酸多态性(SNP)数据集可用于分析。在分析中,具有女儿信息的基因分型父亲的数量为1,093,包括爪病和3,111,包括爪病以及脚和腿的构象特征。GEBV对CSC的预测相关性,感染性爪病,通过10倍交叉验证和包括最年轻父亲在内的其他验证集计算出椎板炎相关爪部疾病.只有有爪子健康记录的女儿的父亲才在验证集中,从而增加足和腿构象特征时的参考种群。结果表明,当包括蹄质和足角度时,GEBV对CSC的预测相关性有边际改善,在10倍交叉验证(从0.35到0.37)和包括最年轻父亲的验证(从0.38到0.49).对于感染性爪病和与椎板炎相关的爪病,包括足和腿的构象特征对GEBV的预测相关性没有影响。爪病是历史数据有限的新特征,因此,参考人口较少。通过包括具有足和腿构象特征的女儿信息的父亲来增加参考人群,对GEBV的预测相关性影响很小。然而,当包括中度到高度遗传相关的性状时,GEBV对CSC的预测相关性的小幅增加显示出可能的增益。
    The aim of this study was to evaluate whether the predictive correlation of genomic breeding values (GEBV) for claw disorders increased by including genetically correlated traits as additional information in the analyses. Predictive correlations of GEBV for claw disorders were calculated based on claw disorders only and by analyzing claw disorders together with genetically correlated foot and leg conformation traits. The claw disorders analyzed were corkscrew claw (CSC); infectious claw disorder, including dermatitis, heel horn erosion, and interdigital phlegmon; and laminitis-related claw disorder, including sole ulcer, white line disorder, and hemorrhage of sole and white line. The foot and leg conformation traits included were hoof quality, foot angle, rear leg rear view new, and rear leg rear view old. The data consisted of 183,728 daughters with claw health records and 421,319 daughters with foot and leg conformation scores. A 25K/54K single nucleotide polymorphism (SNP) data set containing 48,249 SNP was available for the analyses. The number of genotyped sires with daughter information in the analyses was 1,093 including claw disorders and 3,111 including claw disorders and foot and leg conformation traits. Predictive correlations of GEBV for CSC, infectious claw disorder, and laminitis-related claw disorder were calculated from a 10-fold cross-validation and from an additional validation set including the youngest sires. Only sires having daughters with claw health records were in the validation sets, thus increasing the reference population when adding foot and leg conformation traits. The results showed marginal improvement in the predictive correlation of GEBV for CSC when including hoof quality and foot angle, both in 10-fold cross-validation (from 0.35 to 0.37) and in the validation including the youngest sires (from 0.38 to 0.49). For infectious claw disorder and laminitis-related claw disorder, including foot and leg conformation traits had no effect on the predictive correlation of GEBV. Claw disorders are novel traits with a limited amount of historical data and, therefore, a small reference population. Increasing the reference population by including sires with daughter information on foot and leg conformation traits had small effect on the predictive correlation of GEBV. However, the small increase in predictive correlation of GEBV for CSC shows a possible gain when including moderate to high genetically correlated traits.
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  • 文章类型: Journal Article
    The objective of this study was to compare calving traits, BCS, milk production, fertility, and survival of Holstein-Friesian (HF) and Norwegian Red (NR) dairy cattle in moderate-concentrate input systems. The experiment was conducted on 19 commercial Northern Ireland dairy farms, and involved 221 HF cows and 221 NR cows. Cows completed 5 lactations during the experiment, unless they died or were culled or sold. Norwegian Red cows had a lower calving difficulty score than HF cows when calving for the first and second time, but not for the third and fourth time. At first calving, the incidence of stillbirths for NR cows was 4%, compared with 13% for HF cows, whereas no difference existed between breeds in the proportion of calves born alive when calving for the second time. When calving for the first time, NR cows had a poorer milking temperament than HF cows, whereas milking temperament was unaffected by breed following the second calving. Holstein-Friesian cows had a higher full-lactation milk yield than NR cows, whereas NR cows produced milk with a higher milk fat and protein content. Full-lactation fat + protein yield was unaffected by genotype. Norwegian Red cows had a lower somatic cell score than HF cows during all lactations. Although NR cattle had a higher BCS than the HF cows during lactations 1 and 2, no evidence existed that the 2 genotypes either lost or gained body condition at different rates. Conception rates to first artificial insemination were higher with the NR cows during lactations 1 to 4 (57.8 vs. 40.9%, respectively), with 28.5% of HF cows and 11.8% of NR cows culled as infertile before lactation 6. A greater percentage of NR cows calved for a sixth time compared with HF cows (27.2 vs. 16.3%, respectively). In general, NR cows outperformed HF cows in traits that have been historically included in the NR breeding program.
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