Holstein

荷斯坦
  • 文章类型: Journal Article
    新疆褐牛是我国新疆地区特有且分布广泛的两用牛种,其产奶性能不同于荷斯坦牛。众所周知,胃肠道细菌种类的变化会影响乳蛋白,脂肪,和乳糖合成。然而,新疆布朗牛和荷斯坦牛之间的微生物群差异鲜为人知。本研究旨在比较这两个牛种在相同饮食和管理条件下瘤胃和粪便的细菌群落组成。获得了18头新疆褐牛和20头同一养殖场荷斯坦奶牛的16srRNA测序数据和产奶量进行分析。结果证实了新疆布朗牛和荷斯坦牛的产奶量存在差异。确定了这两个牛品种之间相对丰度不同的微生物群,它们的生物学功能可能与牛奶合成有关。这项研究增加了对新疆布朗牛和荷斯坦牛之间微生物区系差异的了解,并可能为这些奶牛的微生物区系组成优化提供有用的信息。
    Xinjiang Brown cattle are a unique and widely distributed breed of dual-purpose cattle in the Xinjiang area of China, whose milk production performance differs from Holstein cattle. It has been known that variations in bacterial species of the gastrointestinal tract influence milk protein, fat, and lactose synthesis. However, the microbiota differences between Xinjiang Brown and Holstein cattle are less known. This study aims to compare the bacterial community composition of the rumen and feces of these two cattle breeds under the same dietary and management conditions. The 16s rRNA sequencing data and milk production of 18 Xinjiang Brown cows and 20 Holstein cows on the same farm were obtained for analysis. The results confirmed differences in milk production between Xinjiang Brown and Holstein cattle. Microbiota with different relative abundance between these two cattle breeds were identified, and their biological functions might be related to milk synthesis. This study increases the understanding of the differences in microbiota between Xinjiang Brown and Holstein cattle and might provide helpful information for microbiota composition optimization of these dairy cattle.
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  • 文章类型: Journal Article
    在青藏高原引进荷斯坦奶牛是提高当地牛奶产量的潜在解决方案。然而,在中国,牛奶质量与海拔之间的关系仍然未知。因此,来自不同海拔高度的原料奶的成分和纤溶酶(PL)系统(海平面,1600、2700和3800m)进行了调查。随着海拔高度的增加,荷斯坦奶牛的每日产奶量和PL活性下降。然而,原料奶的成分含量,纤溶酶原(PLG)/PL比值,PLG和纤溶酶激活剂(PA)活性随海拔高度的增加而增加。巴氏灭菌导致所有牛奶的PA活性显着降低,并且在较高海拔(2700和3800m)收集的牛奶中PL活性显着增加。表明巴氏杀菌不适合在高海拔地区保存牛奶。该研究为在青藏高原引种荷斯坦奶牛后的牛奶生产和储存提供参考。
    Introducing Holstein cows on Qinghai-Tibetan Plateau is a potential solution to enhance local milk production. However, the relationship between milk quality and altitude in China remains unknown. Therefore, the components and plasmin (PL) system of raw milk from different altitudes (sea level, 1600, 2700, and 3800 m) were investigated. The daily milk production of Holstein cows and PL activity decreased as the altitude increased. However, the components content of raw milk, plasminogen (PLG)/PL ratio, activities of PLG and plasmin activator (PA) increased with altitude. The pasteurization resulted a significant decrease in PA activity of all milk and a significant increase in PL activity in milk collected at higher altitudes (2700 and 3800 m), suggesting the pasteurization was unsuitable for preserving milk at higher altitudes. This study offered references for the production and storage of milk after introducing Holstein cows on Qinghai-Tibetan Plateau.
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  • 文章类型: Journal Article
    产奶性状作为奶牛最重要的经济性状,它们直接反映了育种的效益和牧场的经济效益。在这项研究中,解整合素和金属蛋白酶-12(ADAM12),通过飞行时间质谱检测384头中国荷斯坦奶牛的帕金森病基因2(PRKN)和二肽基肽酶样蛋白亚型6(DPP6)多态性,并使用Popgene32,SAS9.4和Origin2022等软件进行统计分析,三个基因的单核苷酸多态性(SNP)与日产奶量(DMY)等四个产奶性状之间的关系,乳脂百分比(MFP),在分子水平上验证了乳蛋白百分比(MPP)和体细胞评分(SCS)。结果表明,DPP6基因的4个多态位点(116,467,133,116,604,487,116,618,268和116,835,111),检测到PRKN基因的两个多态位点(97,665,052和97,159,837)和ADAM12基因的两个多态位点(45,542,714和45,553,888)。PRKN-97665052、DPP6-116467133、ADAM12-45553888、DPP6-116604487和DPP6-116835111均处于Hardy-Weinberg平衡状态(p>.05)。ADAM12-45542714、PRKN-97159837和PRKN-97665052在荷斯坦为中等多态性(0.25≤PIC<0.50)。很明显,这五个基因座的选择潜力和遗传变异相对较大,遗传丰富度相对较高。对这8个位点不同基因型与荷斯坦产奶性状的相关性分析表明,ADAM12-45542714和DPP6-116835111(p<.01)对宁夏荷斯坦的DMY有极显著的影响,而PRKN-97665052对MFP有极其显著的影响(p<0.01)。PRKN-97665052和DPP6-116467133对荷斯坦的MPP影响极显著(p<0.01)。DPP6-116618268对宁夏荷斯坦地区南海的影响极显著(p<0.01),AA基因型个体比GG基因型个体表现出更高的SCS;另外两个基因座(ADAM12-45553888和DPP6-116604487)对荷斯坦的产奶性状没有显着影响(p>.05)。此外,通过对DPP6、PRKN和ADAM12基因位点的联合分析,结果发现,三个基因位点之间的相互作用效应可以显著影响DMY,SCS(p<0.01)和MPP(p<0.05)。总之,DPP6、PRKN和ADAM12基因的几个不同位点对荷斯坦奶牛产奶性状有不同程度的影响。PRKN,DPP6和ADAM12基因可作为荷斯坦产奶性状的潜在候选基因,用于标记辅助选择,为荷斯坦病育种提供理论依据。
    Milk production traits as the most important economic traits of dairy cows, they directly reflect the benefits of breeding and the economic benefits of pasture. In this study, A disintegrin and metalloproteinase-12 (ADAM12), Parkinson\'s disease gene 2 (PRKN) and dipeptidyl peptidase-like protein subtype 6 (DPP6) polymorphism in 384 Chinese Holstein cows were detected by time-of-flight mass spectrometry and through statistical analysis using software such as Popgene 32, SAS 9.4 and Origin 2022, the relationship between single nucleotide polymorphisms (SNPs) of three genes with four milk production traits such as daily milk yield (DMY), milk fat percentage (MFP), milk protein percentage (MPP) and somatic cell score (SCS) was verified at molecular level. The results showed that four polymorphic loci (116,467,133, 116,604,487, 116,618,268 and 116,835,111) of DPP6 gene, two polymorphic loci (97,665,052 and 97,159,837) of PRKN gene and two polymorphic loci (45,542,714 and 45,553,888) of ADAM12 gene were detected. PRKN-97665052, DPP6-116467133, ADAM12-45553888, DPP6-116604487 and DPP6-116835111 were all in Hardy-Weinberg equilibrium state (p > .05). ADAM12-45542714, PRKN-97159837 and PRKN-97665052 were moderately polymorphic (0.25 ≤ PIC <0.50) in Holstein. It is evident that the selection potential and genetic variation of these five loci are relatively large, and the genetic richness is relatively high. The correlation analysis of different genotypes between these eight loci and milk production traits of Holstein showed that ADAM12-45542714 and DPP6-116835111 (p < .01) had an extremely significant effects on the DMY of Chinese Holstein in Ningxia, while PRKN-97665052 had an extremely significant effect on MFP (p < .01). The effect of PRKN-97665052 and DPP6-116467133 on MPP of Holstein were extremely significant (p < .01). DPP6-116618268 had an extremely significant effect on the SCS of Holstein in Ningxia (p < .01), and AA genotype individuals showed a higher SCS than GG genotype individuals; the other two loci (ADAM12-45553888 and DPP6-116604487) had no significant effects on milk production traits of Holstein (p > .05). In addition, through the joint analysis of DPP6, PRKN and ADAM12 gene loci, it was found that the interaction effect between the three gene loci could significantly affect the DMY, SCS (p < .01) and MPP (p < .05). In conclusion, several different loci of DPP6, PRKN and ADAM12 genes can affect the milk production traits of Holstein to different degrees. PRKN, DPP6 and ADAM12 genes can be used as potential candidate genes for milk production traits of Holstein for marker-assisted selection, providing theoretical basis for breeding of Holstein.
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  • 文章类型: Journal Article
    这项研究的目的是评估补充瘤胃保护(RP)蛋氨酸和赖氨酸对牛奶产量的影响,固体,和体重随着时间的推移,来自智利的秋季产卵放牧多胎荷斯坦奶牛。研究了四个治疗组,并比较了随时间的结果。处理如下:(i)CON:对照(n=26);(ii)RP赖氨酸组(LYS;每头牛每天20g;n=26);(iii)RP蛋氨酸组(MET;每头牛每天20g;n=26);和(iv)LYS×MET(RP赖氨酸和RP蛋氨酸每头牛每天20g每种氨基酸;n=26)。使用一般线性混合模型ANOVAs分析数据,以进行重复测量,以主要测试每种氨基酸的主要作用及其相互作用。氨基酸的补充在产后2至70天进行。总的来说,与对照组相比,MET和LYS×MET组的产奶量往往更高。此外,CON产生的乳蛋白(kg)和乳脂(kg)明显少于LYS,MET,和LYS×MET组。在整个研究过程中,CON组的牛奶尿素倾向于低于其他组。与CON相比,LYS×MET的产后体重减轻有减少的趋势。总之,RP蛋氨酸和赖氨酸提高了秋季分娩的多胎奶牛的乳脂和蛋白质产量;因此,两种RP氨基酸均可作为提高放牧奶牛生产性能的策略。
    The aim of this study was to evaluate the effect of the supplementation of rumen-protected (RP) methionine and lysine on milk yield, solids, and body weight over time on fall-calving grazing multiparous Holstein cows from Chile. Four treatment groups were studied and compared for the outcomes over time. The treatments were as follows: (i) CON: control (n = 26); (ii) RP lysine group (LYS; 20 g per cow per day; n = 26); (iii) RP methionine group (MET; 20 g per cow per day; n = 26); and (iv) LYS × MET (RP lysine and RP methionine 20 g of each amino acid per cow per day; n = 26). Data were analyzed with general linear mixed model ANOVAs for repeated measures to primarily test the main effects of each amino acid and their interactions. The supplementation of the amino acids was conducted from 2 to 70 days postpartum. Overall, milk production tended to be higher in the MET and in the LYS × MET group when compared to the control group. Furthermore, CON produced significantly less milk protein (kg) and milk fat (kg) than the LYS, MET, and LYS × MET groups. Milk urea tended to be lower during the entire study in the CON group than the rest of the groups. There was a trend for a reduction in the losses of postpartum body weight in the LYS × MET than the CON. In conclusion, RP methionine and lysine improved milk fat and protein yield in grazing multiparous cows with fall parturitions; consequently, both RP amino acids can be used as a strategy for improving grazing cows\' production performance.
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  • 文章类型: Journal Article
    荷斯坦牛以其高平均产奶量而闻名,但比其他品种的牛更容易患病,繁殖力更低。这项研究的目的是探索瘤胃代谢产物与牛奶性能和瘤胃微生物组成之间的关系,以评估杂交Montbéliarde和Holstein牛的益处。这个实验将荷斯坦与蒙贝利亚德牛杂交,旨在为生产优质乳制品和提高奶牛养殖的整体效率提供参考。基于相似的年龄,胎次和泌乳时间,选择46头母牛,分为两组(每组n=23)进行比较实验,并饲喂相同的配方:Montbéliarde×Holstein(MH,尺寸=33.23±5.61d),荷斯坦(H,尺寸=29.27±4.23d)。奶牛群改良(DHI)数据是评价公牛遗传质量的重要依据,了解牛奶的质量水平,改善饲养管理。我们收集了这些奶牛泌乳早期的DHI数据,泌乳中期和泌乳后期10个月。结果表明,蒙贝利亚德×荷斯坦的平均产奶量和蛋白质含量为1.76千克(34.41千克至32.65千克,p>0.05)和0.1%(3.54至3.44%,p<0.05)高于荷斯坦牛。此外,来自Montbéliarde×Holstein牛的牛奶的体细胞评分(1.66至2.02)低于Holstein牛(p<0.01)。在两组中随机抽取10只早期泌乳实验牛(泌乳时间=92.70±6.81),经口胃管收集瘤胃液。使用16SrRNA微生物测序,我们比较了瘤胃微生物组成,发现Montbéliarde×Holstein牛的α变形杆菌丰度较低(p<0.05),硒单胞菌的丰度高于Holstein牛(p<0.05)。这些细菌在蛋白质降解中起作用,固氮和乳酸降解。Montbéliarde×Holstein牛的蔗糖的丰度也更高(p=0.053)。通过瘤胃代谢组分析,我们发现反式阿魏酸的水平,吡咯-2-羧酸,在Montbéliarde×Holstein牛中,喹那啶酸显著增加,而座留甾醇的含量明显下降。这些代谢物水平的变化可以改善抗氧化剂,抗炎,和抗菌活性。
    Holstein cattle are well known for their high average milk yield but are more susceptible to disease and have lower fecundity than other breeds of cattle. The purpose of this study was to explore the relationship between ruminal metabolites and both milk performance and ruminal microbiota composition as a means of assessing the benefits of crossbreeding Montbéliarde and Holstein cattle. This experiment crossbred Holstein with Montbéliarde cattle, aimed to act as a reference for producing high-quality dairy products and improving the overall efficiency of dairy cattle breeding. Based on similar age, parity and lactation time, 46 cows were selected and divided into two groups (n  =  23 per group) for comparison experiment and fed the same formula: Montbéliarde×Holstein (MH, DIM  =  33.23  ±  5.61 d), Holstein (H, DIM  =  29.27  ±  4.23 d). Dairy herd improvement (DHI) data is an important basis for evaluating the genetic quality of bulls, understanding the quality level of milk, and improving feeding management. We collected the DHI data of these cows in the early lactation, middle lactation and late lactation period of 10  months. The results showed that the average milk production and protein content in Montbéliarde×Holstein were 1.76  kg (34.41  kg to 32.65  kg, p  >  0.05) and 0.1% (3.54 to 3.44%, p  <  0.05) higher than in Holstein cattle. Moreover, milk from Montbéliarde×Holstein cattle had lesser somatic cell score (1.66 to 2.02) than Holstein cattle (p  <  0.01). A total of 10 experimental cattle in early lactation were randomly selected in the two groups (Lactation time  =  92.70  ±  6.81), and ruminal fluid were collected by oral gastric tube. Using 16S rRNA microbial sequencing, we compared the ruminal microbiota composition and found that Montbéliarde×Holstein cattle had a lower abundance of Alphaproteobacteria (p  <  0.05) and higher abundance of Selenomonas than Holstein cattle (p  <  0.05). These bacteria play roles in protein degradation, nitrogen fixation and lactic acid degradation. The abundance of Succiniclasticum was also greater in Montbéliarde×Holstein cattle (p  =  0.053). Through ruminal metabolome analysis, we found that the levels of trans-ferulic acid, pyrrole-2-carboxylic acid, and quinaldic acid were significantly increased in Montbéliarde×Holstein cattle, while that of lathosterol was significantly decreased. The changes in the levels of these metabolites could confer improved antioxidant, anti-inflammatory, and antibacterial activities.
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  • 文章类型: Journal Article
    初乳的质量是促进小腿健康生长的关键因素,初乳的巴氏杀菌可以有效减少初乳中存在的病原微生物的数量。用巴氏杀菌的初乳喂养的小牛的生理变化已经得到了很好的表征,但是对潜在的分子机制知之甚少。在这项研究中,通过全血RNA测序鉴定了巴氏杀菌初乳影响小牛生长的关键基因和功能通路。我们的结果表明,在所有测试月份中,巴氏灭菌组(n=16)的小牛的身高和每日体重增加均高于未巴氏灭菌组(n=16)。重要的是,在3个月和4个月时观察到身高的显着差异(p<0.05),两组在2、3和6月龄时的每日体重增加(p<0.05)。根据6月龄小牛的全血转录组数据,630个差异表达基因(DEGs),其中235个上调,395个下调,与未巴氏灭菌的初乳组相比,在巴氏灭菌的初乳中鉴定。大多数DEGs在免疫应答中具有功能(例如,CCL3、CXCL3和IL1A)和代谢(例如,PTX3和EXTL1)。DEGs的蛋白质-蛋白质相互作用分析揭示了三个关键子网络和15个核心基因,包括在蛋白质合成中起作用的UBA52和RPS28,氧化磷酸化,和炎症反应。通过加权基因共表达网络分析鉴定了12个共表达模块。其中,与巴氏灭菌显著相关的两个模块中的17个基因主要参与三羧酸循环,NF-κB信号,和NOD样受体信号通路。最后,在饲喂巴氏杀菌初乳的小牛中进行选择性剪接的DEG在免疫应答中起作用(SLCO4A1,AKR1C4和MED13L),表明在免疫调节中的潜在作用。使用的多种分析方法的结果表明,巴氏灭菌组和未经巴氏灭菌组之间的小牛生长差异可能是由于免疫活性差异所致。我们的数据通过巴氏灭菌对小牛免疫和代谢相关途径的影响对基因表达的影响提供了新的见解。
    The quality of colostrum is a key factor contributing to healthy calf growth, and pasteurization of colostrum can effectively reduce the counts of pathogenic microorganisms present in the colostrum. Physiological changes in calves fed with pasteurized colostrum have been well characterized, but little is known about the underlying molecular mechanisms. In this study, key genes and functional pathways through which pasteurized colostrum affects calf growth were identified through whole blood RNA sequencing. Our results showed that calves in the pasteurized group (n = 16) had higher body height and daily weight gain than those in the unpasteurized group (n = 16) in all months tested. Importantly, significant differences in body height were observed at 3 and 4 months of age (p < 0.05), and in daily weight gain at 2, 3, and 6 months of age (p < 0.05) between the two groups. Based on whole blood transcriptome data from 6-months old calves, 630 differentially expressed genes (DEGs), of which 235 were upregulated and 395 downregulated, were identified in the pasteurized compared to the unpasteurized colostrum groups. Most of the DEGs have functions in the immune response (e.g., CCL3, CXCL3, and IL1A) and metabolism (e.g., PTX3 and EXTL1). Protein-protein interaction analyses of DEGs revealed three key subnetworks and fifteen core genes, including UBA52 and RPS28, that have roles in protein synthesis, oxidative phosphorylation, and inflammatory responses. Twelve co-expression modules were identified through weighted gene co-expression network analysis. Among them, 17 genes in the two modules that significantly associated with pasteurization were mainly involved in the tricarboxylic acid cycle, NF-kappa B signaling, and NOD-like receptor signaling pathways. Finally, DEGs that underwent alternative splicing in calves fed pasteurized colostrum have roles in the immune response (SLCO4A1, AKR1C4, and MED13L), indicative of potential roles in immune regulation. Results from multiple analytical methods used suggest that differences in calf growth between the pasteurized and unpasteurized groups may be due to differential immune activity. Our data provide new insights into the impact of pasteurization on calf immune and metabolic-related pathways through its effects on gene expression.
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  • 文章类型: Journal Article
    低温条件影响牛的生产力和生存能力。了解特定牛品种的代谢规律并确定与寒冷挑战相关的潜在生物标志物对于牛的管理和遗传改良计划的优化非常重要。在这项研究中,将28只内蒙古三河和22只荷斯坦母牛暴露于-25°C1h,以评估体温调节代谢机制的差异。为了应对这种急性寒冷的挑战,仅在荷斯坦牛中观察到直肠温度改变。进一步的代谢组分析表明,在正常情况下,三河牛的糖酵解活性和AA动员的基线更高。这两个品种都通过改变其挥发性脂肪酸和AA的代谢以进行糖异生来应对急性寒冷的挑战,导致葡萄糖水平升高。此外,三河牛动员了柠檬酸循环活性,和肌酸和磷酸肌酸代谢来提供能量,而荷斯坦牛为此目的使用了更大的AA代谢。总之,我们发现丙酸盐和甲醇是牛急性冷攻击反应的潜在生物标志物。我们的发现为急性寒冷反应和气候恢复力的生物学机制提供了新的见解。并将用作开发育种工具以进行遗传选择以改善牛的冷适应性的基础。
    Low-temperature conditions influence cattle productivity and survivability. Understanding the metabolic regulations of specific cattle breeds and identifying potential biomarkers related to cold challenges are important for cattle management and optimization of genetic improvement programs. In this study, 28 Inner-Mongolia Sanhe and 22 Holstein heifers were exposed to -25°C for 1 h to evaluate the differences in metabolic mechanisms of thermoregulation. In response to this acute cold challenge, altered rectal temperature was only observed in Holstein cattle. Further metabolome analyses showed a greater baseline of glycolytic activity and mobilization of AA in Sanhe cattle during normal conditions. Both breeds responded to the acute cold challenge by altering their metabolism of volatile fatty acids and AA for gluconeogenesis, which resulted in increased glucose levels. Furthermore, Sanhe cattle mobilized the citric acid cycle activity, and creatine and creatine phosphate metabolism to supply energy, whereas Holstein cattle used greater AA metabolism for this purpose. Altogether, we found that propionate and methanol are potential biomarkers of acute cold challenge response in cattle. Our findings provide novel insights into the biological mechanisms of acute cold response and climatic resilience, and will be used as the basis when developing breeding tools for genetically selecting for improved cold adaptation in cattle.
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  • 文章类型: Journal Article
    在我们之前的中国和北欧奶牛GWAS中,建议将位于BTA13上的基因CACNB2,SLC39A12和ZEB1作为繁殖的候选基因。在这项研究中,这些关联的验证是在一个独立的群体中进行的,该群体有9个生殖性状的记录.更重要的是,利用卵泡的表达数据验证了这些基因在生殖过程中的功能。这三个基因中的潜在变异首先在68头中国荷斯坦公牛中检测到,然后使用KASP(Kompetitive等位基因特异性PCR)方法在1,588头中国荷斯坦奶牛中进行筛选。在CACNB2中有9个具有多态性的变异体,在SLC39A12中有5个,在ZEB1中有4个。其中一个SNP位于上游监管区域,两个在外显子区域,四个在下游监管区域,和11个SNPs在内含子区。在18个变体中,CACNB2中的g.33267056T/G解释了第一次产卵时年龄的最大表型差异(0.011%),从第一次到最后一次授精的间隔(0.004%),产卵容易度(0.002%),而SLC39A12中的g.32751518G/A对母牛死产的贡献最大(0.038%)。为CACNB2构建了两个单倍型区块,而SLC39A12和ZEB1各一个,与五个繁殖性状显着相关,包括第一次服役时的年龄,第一次产牛的年龄,在小母牛和母牛中产下轻松,和从产卵到第一次授精的间隔。然后,我们研究了从八头奶牛的卵巢卵泡的四个发育阶段分离的颗粒细胞中的基因表达谱。所有三个基因在不同大小的卵巢卵泡之间差异表达(p<0.05)。表明它们在奶牛繁殖过程中的潜在作用。这项研究成功地证明了三个BTA13基因CACNB2,SLC39A12和ZEB1与生殖的关联,并直接进一步检查了它们在卵泡中的表达水平。这些发现对于正在进行的生殖性状的基因组选择程序是有益的,所述生殖性状长期以来被认为是由于缺乏有效的遗传标记而难以实现遗传改良的性状。
    In our previous GWAS of Chinese and Nordic dairy cattle, genes CACNB2, SLC39A12, and ZEB1 locating on BTA 13 were suggested as candidate genes for reproduction. In this study, validation of these associations was performed in an independent population with records of nine reproductive traits. More importantly, functions of these genes in the reproductive process were verified by employing the expression data of ovarian follicles. The potential variants within the three genes were firstly detected in 68 Chinese Holstein bulls, and then screened in 1,588 Chinese Holstein cows using the KASP (Kompetitive allele-specific PCR) method. There were nine variants with polymorphisms in CACNB2, five in SLC39A12, and four in ZEB1, respectively, of which one SNP was in the upstream regulatory region, two in exon region, four in downstream regulatory region, and 11 SNPs in intronic regions. Amongst the 18 variants, g.33267056T/G in CACNB2 explained the largest phenotypic variance for age at first calving (0.011%), interval from first to last insemination (0.004%), and calving ease (0.002%), while g.32751518G/A in SLC39A12 contributed the most to stillbirth in heifers (0.038%). Two haplotype blocks were constructed for CACNB2 while one each for SLC39A12 and ZEB1, which were significantly associated with five reproductive traits, including age at the first service, age at the first calving, calving ease in heifers and cows, and the interval from calving to the first insemination. We then studied the profile of gene expression in granulosa cells isolated from four developmental stages of ovarian follicles from eight dairy cows. All three genes were differentially expressed between ovarian follicles with different sizes (p < 0.05), indicating their potential roles in the reproductive process of dairy cows. This study successfully demonstrated the associations of three BTA 13 genes CACNB2, SLC39A12, and ZEB1 with reproduction and further examined their expression levels in ovarian follicles directly. These findings can be beneficial for the ongoing genomic selection program for reproductive traits which have long been considered as traits that are difficult to achieve genetic improvement due to the lack of efficient genetic markers.
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  • 文章类型: Journal Article
    热应激影响奶牛瘤胃发酵过程,影响奶牛的生理和产量。然而,奶牛瘤胃微生物群及其相关代谢与耐热性之间的潜在关系尚未得到广泛描述。因此,本研究的主要目的是使用瘤胃细菌和代谢组分析研究荷斯坦奶牛的耐热性差异。我们进行了主成分分析和隶属函数分析,以选择7头耐热(HT)和7头热敏(HS)奶牛。在热应力条件下,HT母牛的丙酸含量明显高于HS母牛(P<0.05);而呼吸频率的测量,乙酸,与HS奶牛相比,HT奶牛的丁酸含量显着降低(P<0.05)。此外,与HS组相比,HT奶牛的直肠温度和乙酸与丙酸的比率较低(P<0.01)。组学测序显示,Muribaculaceae的相对丰度,Rikenellaceae,酸性球菌科,Christensenellaceae,栗科_RC9_gut_组,蔗糖,在HT奶牛中,Ruminoccycaceae_NK4A214_组和Christensenellaceae_R-7_组明显高于(P<0.01);而Prevotellaceae,与HS奶牛相比,HT奶牛的Prevotella_1,Ruminococcaceae_UCG-014和Shuttleworthia显着降低(P<0.01)。主要参与碳水化合物代谢的物质,包括甘油,甘露醇,还有麦芽糖,与HS奶牛相比,HT奶牛的含量明显更高(P<0.05)。同时,不同的代谢物与差异细菌显著相关,表明甘油,甘露醇,和麦芽糖可以作为确定耐热性的潜在生物标志物,需要进一步研究。总的来说,HT奶牛瘤胃微生物群和代谢组学的明显变化可能与更好的热应激适应性有关。这些发现表明它们在奶牛育种计划中用作耐热性的诊断工具。
    Heat stress influences rumen fermentative processes with effects on the physiology and production of dairy cows. However, the underlying relationship between rumen microbiota and its associated metabolism with heat tolerance in cows have not been extensively described yet. Therefore, the main objective of this study was to investigate differential heat resistance in Holstein cows using rumen bacterial and metabolome analyses. We performed both principal component analysis and membership function analysis to select seven heat-tolerant (HT) and seven heat-sensitive (HS) cows. Under heat stress conditions, the HT cows had a significantly (P < 0.05) higher propionic acid content than the HS cows; while measures of the respiratory rate, acetic, and butyric acid in the HT cows were significantly (P < 0.05) lower compared with the HS cows. Also, the HT cows showed lower (P < 0.01) rectal temperature and acetic acid to propionic acid ratio than the HS group of cows. Omics sequencing revealed that the relative abundances of Muribaculaceae, Rikenellaceae, Acidaminococcaceae, Christensenellaceae, Rikenellaceae_RC9_gut_group, Succiniclasticum, Ruminococcaceae_NK4A214_group and Christensenellaceae_R-7_group were significantly (P < 0.01) higher in the HT cows; whereas Prevotellaceae, Prevotella_1, Ruminococcaceae_UCG-014, and Shuttleworthia were significantly (P < 0.01) lower in HT cows compared to HS cows. Substances mainly involved in carbohydrate metabolism, including glycerol, mannitol, and maltose, showed significantly higher content in the HT cows (P < 0.05) compared to that in the HS cows. Simultaneously, distinct metabolites were significantly correlated with differential bacteria, suggesting that glycerol, mannitol, and maltose could serve as potential biomarkers for determining heat resistance that require further study. Overall, distinct changes in the rumen microbiota and metabolomics in the HT cows may be associated with a better adaptability to heat stress. These findings suggest their use as diagnostic tools of heat tolerance in dairy cattle breeding schemes.
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  • 文章类型: Journal Article
    Milk protein is one of the most important economic traits in the dairy industry. Yet, the regulatory network of miRNAs for the synthesis of milk protein in mammary is poorly understood. Samples from 12 Chinese Holstein cows with three high ( ≥ 3.5%) and three low ( ≤ 3.0%) phenotypic values for milk protein percentage in lactation and non-lactation were examined through deep small RNA sequencing. We characterized 388 known and 212 novel miRNAs in the mammary gland. Differentially expressed analysis detected 28 miRNAs in lactation and 52 miRNAs in the non-lactating period with a highly significant correlation with milk protein concentration. Target prediction and correlation analysis identified some key miRNAs and their targets potentially involved in the synthesis of milk protein. We analyzed for enrichments of GWAS signals in miRNAs and their correlated targets. Our results demonstrated that genomic regions harboring DE miRNA genes in lactation were significantly enriched with GWAS signals for milk protein percentage traits and that enrichments within DE miRNA targets were significantly higher than in random gene sets for the majority of milk production traits. This integrated study on the transcriptome and posttranscriptional regulatory profiles between significantly differential phenotypes of milk protein concentration provides new insights into the mechanism of milk protein synthesis, which should reveal the regulatory mechanisms of milk secretion.
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