Dry period

干旱期
  • 文章类型: Journal Article
    哺乳期结束时发生新的乳房内感染的风险很高,尤其是产奶量高的动物。停止挤奶后,乳腺复旧完成后,对细菌感染的抵抗力增加。血清素前体5-羟色氨酸(5-HTP)可以通过增加循环的血清素水平来加速退化,但是如果口服给成年反刍动物,瘤胃微生物可能会降解5-HTP。尚不清楚瘤胃保护的5-HTP是否可以有效介导循环5-羟色胺(5-羟色胺,5-HT),因此加速反刍动物的乳腺退化。山羊被用作当前研究的模型,以研究瘤胃保护的5-HTP对行为的影响,5-HT代谢,反刍动物的乳房退化。在第一个实验中,16只雌性大足黑山羊被分配到随机区组设计的四组之一。治疗包括基础饮食加0、4、20或100mg/kgBW的瘤胃保护的5-HTP。在早晨饲料中提供瘤胃保护的5-HTP后0、3、6、12和24小时收集血清,行为被监控。在第二个实验中,将12只雌性大足黑山羊(体细胞计数<250.000)随机分为对照组(基础饮食)或瘤胃保护的5-HTP组(基础饮食加20mg/kgBW)。在断奶前后的d-1、1、2、3、4和5时手动无菌收集牛奶或乳腺分泌物。结果表明,瘤胃保护的5-HTP补充升高循环5-HTP和5-羟基吲哚乙酸浓度,而20毫克/千克体重的瘤胃保护5-HTP补充剂降低了山羊的机车活性。高浓度的瘤胃保护的5-HTP(100mg/kgBW)会增加血清碱性磷酸酶和γ-谷氨酰转肽酶的浓度。此外,口服20mg/kgBW瘤胃保护的5-HTP可加速断奶后山羊的乳腺退化并减少采食量。这些结果表明,反刍动物停止挤奶后,口服补充瘤胃保护的5-HTP会影响5-HT代谢并加速乳腺退化。
    The risk of acquiring new intramammary infections is high at the end of lactation, especially for the high milk-producing dairy animals. Resistance to bacterial infection increases following the completion of mammary gland involution after milking cessation. The serotonin precursor 5-hydroxytryptophan (5-HTP) could accelerate involution by increasing circulating serotonin levels, but ruminal microbes may degrade 5-HTP if orally administered to adult ruminants. It is unclear whether rumen-protected 5-HTP could effectively mediate circulating serotonin (5-hydroxytryptamine, 5-HT) and therefore accelerate mammary gland involution in ruminants. Goats were used as a model in the current study to investigate the effects of rumen-protected 5-HTP on behaviour, 5-HT metabolism, and mammary involution in ruminants. In the first experiment, 16 female Dazu black goats were assigned to one of four groups in a randomised block design. The treatments included a basal diet plus 0, 4, 20, or 100 mg/kg BW of rumen-protected 5-HTP. Serum was collected at 0, 3, 6, 12, and 24 h after offering the rumen-protected 5-HTP in the morning feed, and the behaviours were monitored. In the second experiment, 12 female Dazu black goats (Somatic cell count < 250 000) were randomly assigned to the control (basal diet) or rumen-protected 5-HTP group (basal diet plus 20 mg/kg BW). Milk or mammary secretions were manually collected aseptically on d -1, 1, 2, 3, 4, and 5 around weaning. The results depicted that rumen-protected 5-HTP supplementation elevated circulating 5-HTP and 5-hydroxyindole acetic acid concentrations, while 20 mg/kg BW of rumen-protected 5-HTP supplementation lowered the goats\' locomotive activity. A high concentration of rumen-protected 5-HTP (100 mg/kg BW) increased serum alkaline phosphatase and gamma-glutamyl transpeptidase concentrations. Moreover, oral supplementation with 20 mg/kg BW of rumen-protected 5-HTP accelerated mammary gland involution and reduced feed intake in goats after weaning. These results demonstrate that oral supplementation with rumen-protected 5-HTP influences 5-HT metabolism and accelerates mammary gland involution after milking cessation in ruminants.
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  • 文章类型: Journal Article
    本研究的目的是确定与产前MI相关的因素,使用不同类别的预测因子评估线性模型的性能,以估计产前MI,并探讨不同水平的产前dmi对过渡代谢和泌乳性能的影响。通过相对于产卵从d-35到98的自动饲料箱测量未产母牛(n=100)和存胎母牛(n=173)的个体采食量。照明和身体活动由可穿戴传感器监测。在d-21、-10、-3、0、3、7、10、14和21测量血液代谢物。在整个研究中评估体重(BW)和身体状况评分(BCS)。计算每头牛的平均产前dmi作为BW百分比(DMIpBW),并用作线性模型的因变量。奇偶校验,产前BCS和BW,以前哺乳期(M305)和干奶期(MYDO)的产奶量,和干旱期的长度与DMIpBW相关,并解释了所有奶牛41%的变异,49%的奶牛。当在预测模型中添加有关产前反流和血液代谢产物的数据时,对DMIpBW的估计得到了改善。在后者中,调整后的R-Sq增加到47%至61%之间的值,和选定的模型在5倍交叉验证分析中表现一致。为了评估DMIpBW对过渡代谢和性能的影响,奶牛在产次范围内排名,并被分类为低(LFI),中等(MFI),或高饲料摄入量(HFI)。平均BMI为BW的1.44、1.70和1.91±0.01%,分别。未分娩母牛的体重没有差异,但所有3组胎牛不同(LFI=892,MFI=849,HFI=798±8kg)。在所有群体中,BCS>3.5的奶牛的比例不同,平均为67.4、55.1和36.5±6%,分别。对于胎牛来说,M305和MYDO在所有组之间有所不同,平均为9,808、10,457和11,182±233kg,18.1、23.1和26.2±1kg/d,分别。产牛后,与其他2组相比,LFI(LFI=20.9,MFI=21.9,HFI=22.1±0.2kg/d)和产奶量(LFI=36.7,MFI=38.2,HFI=38.3±0.4kg/d)较低。产后EBAL在所有组之间存在差异,LFI平均为-2.79、-1.63和-0.66±0.3Mcal/d,MFI,HFI,分别。在过渡期内,LFI奶牛的血清NEFA浓度较高,BHB,Cl(仅适用于术前),和AST(仅产后),降低血清胆固醇浓度,P,GLDH,GGT(仅适用于术前),AST(仅适用于术前),尿素(仅存根),和SOD活性(仅存根)。总之,低水平的产前dmi与更胖和更重的奶牛有关,以前泌乳的产奶量较低,能量代谢的重要调整,以及随后泌乳中的STI和产奶量的适度损失。此外,将产前反刍动物活动和目标血液代谢产物纳入预测模型改善了产前MI的估计值.
    The objectives of this study were to identify factors associated with prepartum DMI, evaluate the performance of linear models to estimate prepartum DMI using different classes of predictors, and investigate the consequences of different levels of prepartum DMI on transition metabolism and lactation performance. Individual feed intake of nulliparous (n = 100) and parous cows (n = 173) was measured by automatic feeding bins from d -35 to 98 relative to calving. Rumination and physical activities were monitored by wearable sensors. Blood metabolites were measured on d -21, -10, -3, 0, 3, 7, 10, 14, and 21. Body weight (BW) and body condition score (BCS) were assessed throughout the study. The average prepartum DMI as percentage of BW (DMIpBW) was calculated for each cow and used as dependent variable of linear models. Parity, prepartum BCS and BW, milk production in the previous lactation (M305) and at dry-off (MYDO), and length of the dry period were associated with DMIpBW and explained 41% of the variation in all cows, and 49% in parous cows. Estimations of DMIpBW were improved when data on prepartum rumination and blood metabolites were added in the predictive models. In the latter, the adjusted R-Sq increased to values between 47 and 61%, and selected models performed consistently in a 5-fold cross-validation analysis. To evaluate the implications of DMIpBW to transition metabolism and performance, cows were ranked within parity and classified into terciles as low (LFI), moderate (MFI), or high feed intake (HFI). The mean DMI was 1.44, 1.70, and 1.91 ± 0.01% of BW, respectively. No differences in BW were observed in nulliparous cows, but all 3 groups of parous cows differed (LFI = 892, MFI = 849, HFI = 798 ± 8 kg). The proportion of cows with BCS > 3.5 at enrollment differed among all groups, and averaged 67.4, 55.1, and 36.5 ± 6%, respectively. For parous cows, M305 and MYDO differed among all groups and averaged 9,808, 10,457, and 11,182 ± 233 kg, and 18.1, 23.1, and 26.2 ± 1 kg/d, respectively. After calving, DMI (LFI = 20.9, MFI = 21.9, and HFI = 22.1 ± 0.2 kg/d) and milk yield (LFI = 36.7, MFI = 38.2, and HFI = 38.3 ± 0.4 kg/d) was lower in LFI cows compared with the other 2 groups. Postpartum EBAL differed among all groups and averaged -2.79, -1.63, and -0.66 ± 0.3 Mcal/d for LFI, MFI, and HFI, respectively. During the transition period, LFI cows had higher serum concentrations of NEFA, BHB, Cl (prepartum only), and AST (postpartum only), and lower serum concentrations of cholesterol, P, GLDH, GGT (prepartum only), AST (prepartum only), urea (parous only), and SOD activity (parous only). In conclusion, a low level of prepartum DMI was associated with fatter and heavier cows, lower milk production in previous lactation, important adjustments in energy metabolism, and moderate losses in DMI and milk yield in the subsequent lactation. Moreover, the inclusion of prepartum rumination activity and target blood metabolites into predictive models improved the estimations of prepartum DMI.
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  • 文章类型: Journal Article
    本研究旨在评估荷斯坦奶牛干旱期(DL)的长度与难产和死胎风险之间的关系。根据DL(平均值:58.07±0.33天)将泌乳1和≥2的1072头健康母牛分为三组:短DL(<40天;13.0%的母牛),中等DL(40-70天;60.1%),和长DL(>70天;26.9%)。12.4%的奶牛出现难产,而死胎占小牛的4.1%。中等DL组的无辅助小牛数量最高。妊娠(GA)≤274天的奶牛难产率为11.4%;GA=275-282天的奶牛为6.0%;GA≥283天的奶牛为19.9%(p<0.001)。在第1季(11月至4月),难产发生率为15.0%,而第2季(5月至10月)为8.8%(p<0.001)。中、长DL母牛的死胎发生率为3.6%~4.0%,而短DL母牛的死胎发生率为5.8%(p<0.05)。GA≤274天的奶牛的死胎率为5.2%;GA=275-282天的奶牛为3.2%;GA≥283天的奶牛为5.1%(p<0.001)。第1季的死胎率为4.8%,而第2季的死胎率为3.3%(p<0.001)。这项研究提供了见解,可以帮助乳制品行业做出明智的决定,以减少奶牛难产和死胎的发生率。
    This study aimed to assess the relationship between the length of the dry period (DL) and the risks of dystocia and stillbirths in Holstein cows. A total of 1072 healthy cows in lactations 1 and ≥2 were categorized based on the DL (mean: 58.07 ± 0.33 days) into three groups: short DL (<40 days; 13.0% of cows), medium DL (40-70 days; 60.1%), and long DL (>70 days; 26.9%). Dystocia occurred in 12.4% of cows, while stillbirths accounted for 4.1% of calves. The medium DL group had the highest number of unassisted calvings. The dystocia rates were 11.4% for cows with gestation (GA) ≤ 274 days; 6.0% for cows with GA = 275-282 days; and 19.9% for cows with GA ≥ 283 days (p < 0.001). In season 1 (November-April), dystocia occurred in 15.0% of cases compared to 8.8% in season 2 (May-October) (p < 0.001). The stillbirth rates ranged from 3.6% to 4.0% for cows with medium and long DLs; while those with a short DL had 5.8% (p < 0.05). The stillbirth rates were 5.2% for cows with GA ≤ 274 days; 3.2% for cows with GA = 275-282 days; and 5.1% for cows with GA ≥ 283 days (p < 0.001). Season 1 had a stillbirth rate of 4.8%, while season 2 had a stillbirth rate of 3.3% (p < 0.001). This research provides insights that could assist the dairy industry in making informed decisions to reduce the incidence rates of dystocia and stillbirths in cows.
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  • 文章类型: Journal Article
    如今,由于水牛奶具有出色的食品价值以及与牛相比水牛的生产成本较低,因此家庭水牛奶牛养殖在孟加拉国越来越受欢迎。最近采取了一项举措,以改善本地奶牛的遗传。本研究是为了确定一些环境因素的影响,如年龄,奇偶校验,产卵的季节,产卵间隔,干旱期对泌乳产量的影响,孟加拉国本地奶牛水牛的泌乳曲线。选择了覆盖四个季节的两个不同农业生态区下的七个牛群的第三和第四胎总共384只本地奶牛水牛,并标记了耳朵以记录单个水牛奶。根据国际动物记录委员会(ICAR)计算300天(MY300d)的产奶量,并使用广义线性模型(GLM)评估数据。在生产性状中,计算的哺乳期(CLP)的平均值,计算泌乳产量(CLY),300天的产奶量(MY300d)为267.28天,749.36千克,766.92公斤,分别,而作为繁殖性状的产仔期(CI)和干期(DP)分别为453.06天和185.78天,分别。产牛的季节,水牛的年龄,人口或牛群,农业生态区,产卵间隔,干旱期对生产性状影响显著(p<0.05~p<0.001)。产牛的季节,产奶量为300天,人口,和农业生态区对繁殖性状有显著影响(p<0.01~p<0.001)。发现两种类型的性状的均等性都不显著。试验日(TD)产奶量的平均峰值在TD4时最高(4.47kg,哺乳期第98天)。平均MY300d产奶量在Lalpur水牛种群中最高(1076.13公斤),在Bhola水牛种群中最低(592.44公斤)。产奶性状(CLP,CLY,和MY-300d)和繁殖性状(CI和DP)高度显着(p<0.01至p<0.001)。乳性状与繁殖性状呈正相关,但乳汁性状与繁殖性状呈负相关。因此,这些非遗传因素应在未来的任何遗传改良计划中考虑孟加拉国本地水牛。
    Household buffalo dairy farming is gaining popularity nowadays in Bangladesh because of the outstanding food value of buffalo milk as well as the lower production cost of buffalo compared to cattle. An initiative has recently been taken for the genetic improvement of indigenous dairy buffaloes. The present study was carried out to determine the influence of some environmental factors like age, parity, season of calving, calving interval, dry period on the lactation yield, and lactation curve of indigenous dairy buffaloes of Bangladesh. A total of 384 indigenous dairy buffaloes from the 3rd and 4th parity of seven herds under two different agroecological zones covering four seasons were selected and ear tagged for individual buffalo milk recording. A milk yield of 300 days (MY300d) was calculated following the International Committee for Animal Recording (ICAR) and the data were evaluated using the generalized linear model (GLM). In production traits, the mean of calculated lactation period (CLP), calculated lactation yield (CLY), and milk yield of 300 days (MY300d) of the overall population were 267.28 days, 749.36 kg, and 766.92 kg, respectively, whereas calving interval (CI) and dry period (DP) as reproductive traits were 453.06 days and 185.78 days, respectively. The season of calving, age of buffalo cows, population or herd, agroecological zone, calving interval, and dry period had significant effects on production traits (p < 0.05 to p < 0.001). The season of calving, level of milk production of 300 days, population, and agroecological zone significantly affected the reproduction traits (p < 0.01 to p < 0.001). Parity was found to be non-significant for both types of traits. The average peak yield of test day (TD) milk production was highest at TD4 (4.47 kg, 98th day of lactation). The average MY300d of milk production was the highest in the Lalpur buffalo population (1076.13 kg) and the lowest in the buffalo population of Bhola (592.44 kg). The correlations between milk production traits (CLP, CLY, and MY-300d) and reproduction traits (CI and DP) were highly significant (p < 0.01 to p < 0.001). Positive and high correlation was found within milk traits and reproduction traits, but correlation was negative between milk traits and reproduction traits. Therefore, these non-genetic factors should be considered in the future for any genetic improvement program for indigenous dairy buffaloes in Bangladesh.
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  • 文章类型: Journal Article
    我们的目标是量化干牛完全封闭乳头管的尺寸,并描述泌乳奶牛挤奶之间乳头管的恢复情况,以评估是否以及何时达到完全封闭。因为这是乳房健康的重要决定因素。使用超声波扫描仪,乳头管长度和直径(近端,中点和远端),奶头水箱宽度,奶嘴端宽度,测量了77头干燥奶牛和39头泌乳奶牛的整个乳头宽度和乳头壁厚。干牛代表了干牛种群的横截面,干燥后的天数从0到69(中位数:27)。泌乳奶牛的数据是在挤奶前记录的,和每3小时挤奶后。控制交叉位置(客厅与谷仓)采用研究设计。在干牛中,乳头管的长度和直径在干燥后的四分之一或几天内没有变化,但是多胎母牛的乳头管比初胎母牛宽得多。干牛测量值可以用作闭合奶头的尺寸的基线。在泌乳奶牛中,在12小时的挤奶周期中,除乳头末端宽度外的所有乳头尺寸都发生了显着变化。位置(客厅与谷仓)没有影响测量,除了乳头端宽度和乳头壁厚。挤奶后奶管长度增加,9小时后恢复到挤奶前的值。挤奶后近端和中点奶管直径略有下降,然后在9小时后逐渐增加到挤奶前的值以上。挤奶后远端奶管直径增加,部分收缩9小时。我们发现,在干燥期间,奶嘴管处于稳定状态,但是它的直径不是零,在哺乳期间,乳头管处于近乎恒定的重塑状态。
    Our objectives were to quantify the dimensions of a fully \'closed\' teat canal in dry cows and to describe recovery of the teat canal between milkings in lactating cows to assess whether and when full closure is attained, since this is an important determinant of udder health. Using an ultrasound scanner, teat canal length and diameter (proximal, midpoint and distal), teat cistern width, teat end width, whole teat width and teat wall thickness in 77 dry and 39 lactating dairy cows were measured. The dry cows represented a cross section of the dry population, with days since dry off ranging from 0 to 69 (median: 27). Data from lactating cows were recorded just before milking, and every 3 h post-milking. To control for location a cross-over (parlour vs. barn) study design was used. In dry cows, teat canal length and diameter did not vary by quarter or days since dry off, but multiparous cows had significantly wider teat canals than primiparous cows. The dry cow measurements can be used as baseline for dimensions for closed teats. In lactating cows, all teat dimensions except teat end width changed significantly during the 12-h milking cycle. Location (parlour vs. barn) did not affect the measurements, except teat end width and teat wall thickness. Teat canal length increased after milking and returned to pre-milking values by 9 h. Proximal and midpoint teat canal diameters decreased slightly just after milking and then progressively increased to above the pre-milking values by 9 h. Distal teat canal diameter increased after milking, partially contracting by 9 h. We found that during the dry period the teat canal is in a steady state, but its diameter is not zero, while during the lactation, the teat canal is in a near constant state of remodelling.
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  • 文章类型: Journal Article
    本研究旨在评估缩短不同身体状况评分(BCS)的高产奶牛的干工期的效果。我们报告初乳和牛奶质量,一些血清代谢物,BCS更改,和一些生殖参数在哺乳的头两个月进行测量。奶牛根据干旱期的长度(正常:约50d和短:约28d)和BCS(中度:2.75至3.5和高≥3.5)进行分组。干燥期短,初乳体积减少,仅与高BCS组合,导致牛奶产量下降。短干期中度BCS母牛在产牛后第14天的血清胰岛素浓度最高,在第28天的葡萄糖浓度最高,但在整个时期内进行测量时,两者都没有显着差异。相比之下,在整个干旱期,短牛的非酯化脂肪酸和β-羟基丁酸酯浓度明显较低。产后BCS的损失在短期较少,尤其是在短期,中度BCS组。产后35d遵循同步协议。干旱期短、BCS适中的奶牛开放天数较低,产后第一次发情的天数和每次受孕的服务。结论短干和中度BCS对血清代谢产物有积极影响,BCS变化和生殖参数。
    This study aimed to evaluate the effect of shortening the dry period in high-yielding cows of different body condition scores (BCS). We report colostrum and milk quality, some serum metabolites, BCS changes, and some reproductive parameters with measurements being made over the first two months of lactation. Cows were grouped based on the length of the dry period (normal: about 50 d and short: about 28 d) and BCS (moderate: 2.75 to 3.5 and high ≥ 3.5). Short dry period decreased colostrum volume and, in combination with high BCS only, caused a decrease in milk production. Short dry period moderate BCS cows had the highest serum insulin concentration on day 14 after calving and highest glucose concentration on day 28, but neither differed significantly when measured over the whole period. By contrast, short dry period cows had significantly lower concentrations of non-esterified fatty acids and beta-hydroxybutyrate measured over the whole period. Post-partum loss of BCS was less in short and especially so in the short, moderate BCS group. Following a synchronization protocol at 35 d postpartum. The cows with a short dry period and moderate BCS had lower open days, days to first postpartum estrus and services per conception. It was concluded that short dry periods and moderate BCS had a positive influence on serum metabolites, BCS changes and reproductive parameters.
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  • 文章类型: Journal Article
    我们调查了干燥和产后牛奶中的抗菌成分及其在防止四分之一水平的新的高SCC方面的贡献。最后在干燥前和分娩后7d进行挤奶时,收集了来自19头泌乳奶牛中72个季度的牛奶样品。记录每头奶牛的产奶量和SCC,IgG,IgA,乳铁蛋白,舌抗菌肽(LAP),测量每个季度牛奶样品中的S100A7浓度。产后产奶量明显高于干燥时的产奶量。IgG,牛奶中的IgA和乳铁蛋白浓度在干燥时明显高于产后,而LAP浓度较低。在干燥和产后,SCC<300000个细胞/ml的季度被归类为持续性低SCC(PL),而产后超过相同阈值的季度被归类为新的高SCC(NH)。在干燥时,PL中牛奶中的IgG和LAP浓度明显高于NH。这些结果表明,干旱期间的高LAP浓度可能有助于预防新的高SCC。
    We investigated the antimicrobial components in cow milk at dry off and postpartum and their contribution in preventing new high SCC at quarter level. Milk samples from 72 quarters of 19 lactating cows were collected at last milking before dry off and at 7 d after parturition. Milk yield of each cow was recorded and SCC, IgG, IgA, lactoferrin, lingual antimicrobial peptide (LAP), and S100A7 concentrations in each quarter milk sample were measured. The postpartum milk yield was significantly higher than that at dry off. The IgG, IgA and lactoferrin concentrations in milk at dry off were significantly higher than those at postpartum, whereas the LAP concentration was lower. Quarters with SCC < 300 000 cells/ml at both dry off and postpartum were classified as persistent low SCC (PL) whereas those that rose above that same threshold postpartum were classified as new high SCC (NH). At dry off, IgG and LAP concentrations in milk were significantly higher in PL than in NH. These results suggest that high LAP concentrations during the dry period may contribute toward the prevention of new high SCC.
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  • 文章类型: Journal Article
    这项研究的目的是研究在不同炎症条件下停止挤奶对牛奶中抗菌成分变化和乳腺复旧过程的影响。将20个乳房半部分为两组:使用(LPS)和不使用(对照)脂多糖输注的组,然后停止挤奶8周。每周收集牛奶样品。在停止挤奶后4周收集Udder组织以测量小叶和结缔组织的面积。停止挤奶后,对照组的体细胞计数(SCC)增加,而LPS组没有。乳铁蛋白(LF)和cathelicidin(Cath)-2浓度在两组中都增加,而在第4周时,LPS组只有LF显着低于对照组。LPS组的Cath-7和S100A8浓度明显低于对照组。小叶面积较高,LPS组结缔组织面积低于对照组。这些结果表明,停止挤奶时的炎症降低了某些抗菌成分的浓度,并干扰了乳腺的退化。因此,患有乳腺炎的动物应在干旱期开始之前恢复。
    The aim of this study was to examine the effects of milking cessation under different inflammatory conditions on the changes in antimicrobial components in milk and the process of mammary gland involution. Twenty udder halves were divided into two groups: those with (LPS) and without (control) lipopolysaccharide infusion, followed by cessation of milking for 8 weeks. Milk samples were collected weekly. Udder tissue was collected 4 weeks after milking cessation to measure the area of the lobule and connective tissue. After milking cessation, the somatic cell count (SCC) in the control group increased, whereas that in the LPS group did not. Lactoferrin (LF) and cathelicidin (Cath)-2 concentrations increased in both groups, whereas only LF was significantly lower in the LPS group than in the control group at week 4. The Cath-7 and S100A8 concentrations were significantly lower in the LPS group than in the control group. The lobule area was higher, and the connective tissue area was lower in the LPS group than in the control group. These results indicate that inflammation at milking cessation decreased the concentrations of some antimicrobial components and interfered with mammary gland involution. Therefore, animals with mastitis should recover prior to the onset of the dry period.
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  • 文章类型: Journal Article
    本研究旨在研究奶牛从干燥前1周到产牛后1周肝脏的代谢变化。纵向研究中包括了十二头高产的荷斯坦奶牛,并将其饲养在一个摊位谷仓中。在预期的产仔期之前,将母牛在6周干燥(干燥期长度=42d)。在整个哺乳期,奶牛每天在0600和1700小时挤奶两次。肝活检在4个不同的时间从每头牛取:wk-7(干燥前),-5(干燥后),-1和+1相对于产卵。使用MxP®Quant500试剂盒通过液相色谱和流动注射以及电喷雾电离三重四极杆质谱进行靶向代谢组学方法。肝脏中总共185种代谢物用于最终数据分析。主成分分析(PCA)显示,采样天数之间有明显的分离,表明从哺乳期后期到干旱期的代谢表型发生了显着变化,产卵后进一步变化。在几类化合物中观察到变化,包括氨基酸和生物胺。特别是,酰基肉碱(AcylCN)的变化,磷脂酰胆碱(PC),鞘磷脂(SM)和胆汁酸(BA)表明肝脂质组广泛重塑。泌乳早期酰基CN浓度的变化表明肝脏中脂肪酸氧化不完全,可能表明线粒体功能障碍或酶失衡。此外,泌乳早期PC和SM物种的变化表明细胞膜组成发生了变化,这可能影响小区信令和功能。此外,BA浓度和分布的变化表明BA合成的动态适应,观察期间脂质消化吸收。特别是,PCA分析显示肝脏代谢物在初产和多产奶牛中的重叠分布,表明这些组之间没有显着差异。此外,火山地块显示初产和多产母牛的肝脏代谢相似,在显著P值(错误发现率<0.05)的任何代谢物中没有显著的倍数变化(>1.5)。这些结果为健康奶牛在干旱期和产卵期间肝脏代谢物的生理范围提供了有价值的见解,并应有助于设计和解释未来过渡奶牛的基于代谢物的研究。
    This study aimed to investigate the metabolic changes in the livers of dairy cows from 1 wk before dry off to 1 wk after calving. Twelve high-yielding Holstein cows were included in a longitudinal study and housed in a tiestall barn. The cows were dried off at 6 wk before the expected calving date (dry period length = 42 d). During the entire lactation, the cows were milked twice daily at 0600 and 1700 h. Liver biopsies were taken from each cow at 4 different times: wk -7 (before drying off), -5 (after drying off), -1 and +1 relative to calving. A targeted metabolomics approach was performed by liquid chromatography and flow injection with electrospray ionization triple quadrupole mass spectrometry using the MxP Quant 500 kit (Biocrates Life Sciences AG). A total of 185 metabolites in the liver were used for the final data analysis. Principal component analysis revealed a clear separation by days of sampling, indicating a notable shift in metabolic phenotype from late lactation to the dry period and further changes after calving. Changes were observed in several classes of compounds, including AA and biogenic amines. In particular, the changes in acylcarnitines (AcylCN), phosphatidylcholines (PC), sphingomyelins (SM), and bile acids (BA) indicated extensive remodeling of the hepatic lipidome. The changes in AcylCN concentrations in early lactation suggest incomplete fatty acid oxidation in the liver, possibly indicating mitochondrial dysfunction or enzymatic imbalance. In addition, the changes in PC and SM species in early lactation indicate altered cell membrane composition, which may affect cell signaling and functionality. In addition, changes in BA concentrations and profiles indicate dynamic adaptations in BA synthesis, as well as lipid digestion and absorption during the observation period. In particular, principal component analysis showed an overlapping distribution of liver metabolites in primiparous and multiparous cows, indicating no significant difference between these groups. In addition, Volcano plots showed similar liver metabolism between primiparous and multiparous cows, with no significant fold changes (>1.5) in any metabolite at significant P-values (false discovery rate <0.05). These results provide valuable insight into the physiological ranges of liver metabolites during dry period and calving in healthy dairy cows and should contribute to the design and interpretation of future metabolite-based studies of the transition dairy cow.
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  • 文章类型: Journal Article
    Udder健康仍然是全球乳制品行业减轻疼痛的优先事项,经济损失,抗生素的使用。干旱期是预防新的乳房内感染的关键时期,它为治愈现有的乳房内感染提供了一个点。鉴于通常通过常规牛奶记录产生的大量乳房健康数据,以及乳房健康对个体奶牛的生产力和寿命的重要性,存在从奶牛级数据中提取更大价值以进行基于风险的决策的机会。这项研究的目的是构建一个机器学习模型,使用常规收集的农场数据,对个体母牛产仔后体细胞计数升高(因此乳房内感染)的风险进行干燥时的概率预测。匿名数据是从进行常规牛奶记录的108个英国奶牛群中获得的大量便利样本。评估的结果测量是在该观察性研究中在产卵后30天内存在升高的体细胞计数。使用56个农场的培训数据集,使用极限梯度提升决策树算法进行机器学习分析,XGBoost。在单独的28个农场测试数据集上进行外部验证。统计评估,使用外部数据集返回的校准图评估模型性能,0.095的缩放Brier评分和0.009的平均绝对校准误差。测试数据集模型校准性能表明,产卵后体细胞计数升高的概率在概率之间有很好的区别,以允许最终用户应用组级别的风险决策。在干燥期间,牛群水平的新乳房内感染率是母牛产仔后SCC升高的概率的关键驱动因素,强调优化环境卫生条件的重要性。总之,这项研究已经确定,在产仔后30天内发生SCC的风险的概率分类是可以实现的,使用常规收集的数据。这些预测的概率为农民提供了进行风险决策的机会,方法是根据奶牛的概率对奶牛进行分组,并在产卵后立即优化个体奶牛的管理策略,根据他们的乳房内感染的可能性。
    Udder health remains a priority for the global dairy industry to reduce pain, economic losses, and antibiotic usage. The dry period is a critical time for the prevention of new intra-mammary infections and it provides a point for curing existing intra-mammary infections. Given the wealth of udder health data commonly generated through routine milk recording and the importance of udder health to the productivity and longevity of individual cows, an opportunity exists to extract greater value from cow-level data to undertake risk-based decision-making. The aim of this research was to construct a machine learning model, using routinely collected farm data, to make probabilistic predictions at drying off for an individual cow\'s risk of a raised somatic cell count (hence intra-mammary infection) post-calving. Anonymized data were obtained as a large convenience sample from 108 UK dairy herds that undertook regular milk recording. The outcome measure evaluated was the presence of a raised somatic cell count in the 30 days post-calving in this observational study. Using a 56-farm training dataset, machine learning analysis was performed using the extreme gradient boosting decision tree algorithm, XGBoost. External validation was undertaken on a separate 28-farm test dataset. Statistical assessment to evaluate model performance using the external dataset returned calibration plots, a Scaled Brier Score of 0.095, and a Mean Absolute Calibration Error of 0.009. Test dataset model calibration performance indicated that the probability of a raised somatic cell count post-calving was well differentiated across probabilities to allow an end user to apply group-level risk decisions. Herd-level new intra-mammary infection rate during the dry period was a key driver of the probability that a cow had a raised SCC post-calving, highlighting the importance of optimizing environmental hygiene conditions. In conclusion, this research has determined that probabilistic classification of the risk of a raised SCC in the 30 days post-calving is achievable with a high degree of certainty, using routinely collected data. These predicted probabilities provide the opportunity for farmers to undertake risk decision-making by grouping cows based on their probabilities and optimizing management strategies for individual cows immediately after calving, according to their likelihood of intra-mammary infection.
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