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Association between prepartum body condition score and prepartum and postpartum dry matter intake and energy balance in multiparous Holstein cows 多胎荷斯坦奶牛产前体况评分与产前和产后干物质摄入量及能量平衡之间的关系
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-01 DOI: 10.3168/jds.2023-24047
S. Casaro , J. Pérez-Báez , R.S. Bisinotto , R.C. Chebel , J.G. Prim , T.D. Gonzalez , G. Carvalho Gomes , S. Tao , I.M. Toledo , B.C. do Amaral , J.M. Bollati , M.G. Zenobi , N. Martinez , G.E. Dahl , J.E.P. Santos , K.N. Galvão

The objectives of this retrospective observational study were to investigate the association between BCS at 21 d before calving with prepartum and postpartum DMI, energy balance (EB), and milk yield. Data from 427 multigravid cows from 11 different experiments conducted at the University of Florida (Gainesville, FL) were used. Cows were classified according to their BCS at 21 d before calving as fat (BCS ≥ 4.00; n = 83), moderate (BCS = 3.25–3.75; n = 287), and thin (BCS ≤ 3.00; n = 57). Daily DMI from −21 to −1 and from +1 to +28 DIM was individually recorded. Energy balance was calculated as the difference between net energy for lactation consumed and required. Dry matter intake in fat cows was lower than that in moderate and thin cows both prepartum (fat = 9.97 ± 0.21, moderate = 11.15 ± 0.14, and thin = 11.92 ± 0.22 kg/d) and postpartum (fat = 14.35 ± 0.49, moderate = 15.47 ± 0.38, and thin = 16.09 ± 0.47 kg/d). Dry matter intake was also lower for moderate cows compared with thin cows prepartum, but not postpartum. Energy balance in fat cows was lower than in moderate and thin cows both prepartum (fat = −4.16 ± 0.61, moderate = −1.20 ± 0.56, and thin = 0.88 ± 0.62 Mcal/d) and postpartum (fat = −12.77 ± 0.50, moderate = −10.13 ± 0.29, and thin = −6.14 ± 0.51 Mcal/d). Energy balance was also lower for moderate cows compared with thin cows both prepartum and postpartum. There was a quadratic association between BCS at 21 d before calving and milk yield. Increasing BCS from 2.5 to 3.5 was associated with an increase in daily milk yield of 6.0 kg and 28 d cumulative milk of 147 kg. Increasing BCS from 3.5 to 4.5 was associated with a decrease in daily milk yield of 4.4 kg and 28 d cumulative milk of 116 kg. In summary, a moderate BCS at 21 d before calving was associated with intermediate DMI and EB pre- and postpartum but greater milk yield compared with thinner and fatter cows. Our findings indicate that a moderate BCS is ideal for ensuring a successful lactation.

这项回顾性观察研究的目的是调查产犊前21天的体况评分(BCS)与产前和产后干物质摄入量(DMI)、能量平衡(EB)和产奶量之间的关系。研究使用了佛罗里达大学 11 个不同实验中 427 头多胎奶牛的数据。根据产犊前 21 天的 BCS 将奶牛分为 FAT 型(BCS ≥4.00; n = 83)、MOD 型(BCS 3.25 至 3.75; n = 287)和 THIN 型(BCS ≤3.00; n = 57)。分别记录-21至-1和+1至+28 DIM期间的每日DMI。能量平衡的计算方法是泌乳期消耗的净能量与需要的净能量之差。无论是产前(FAT = 9.97 ± 0.21,MOD = 11.15 ± 0.14,THIN = 11.92 ± 0.22 kg/d)还是产后(FAT = 14.35 ± 0.49,MOD = 15.47 ± 0.38,THIN = 16.09 ± 0.47 kg/d),FAT奶牛的干物质摄入量都低于MOD和THIN奶牛。与瘦肉型奶牛相比,中型奶牛产前的干物质摄入量也低于瘦肉型奶牛,但产后没有差异。产前(FAT = -4.16 ± 0.61,MOD = -1.20 ± 0.56,THIN = 0.88 ± 0.62 Mcal/d)和产后(FAT = -12.77 ± 0.50,MOD = -10.13 ± 0.29,THIN = -6.14 ± 0.51 Mcal/d),FAT奶牛的能量平衡均低于MOD和THIN奶牛。在产前和产后,MOD 型奶牛的能量平衡也低于 THIN 型奶牛。产犊前 21 d 的 BCS 与产奶量之间存在二次关系。BCS从2.5提高到3.5,日产奶量增加6.0千克,28天累计产奶量增加147千克。BCS从3.5提高到4.5与日产奶量减少4.4千克和28天累计产奶量减少116千克有关。总之,与较瘦和较胖的奶牛相比,产犊前 21 d 的适度 BCS 与产前和产后中等的 DMI 和 EB 有关,但与较高的产奶量有关。我们的研究结果表明,适度的BCS是确保成功泌乳的理想选择。
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引用次数: 0
Application of behavior data to predictive exploratory models of metritis self-cure and treatment failure in dairy cows 将行为数据应用于奶牛变态反应自愈和治疗失败的预测探索模型
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-01 DOI: 10.3168/jds.2023-23611
Jessica G. Prim , Segundo Casaro , Ahmadreza Mirzaei , Tomas D. Gonzalez , Eduardo B. de Oliveira , Anderson Veronese , Ricardo C. Chebel , J.E.P. Santos , K.C. Jeong , F.S. Lima , Paulo R. Menta , Vinicius S. Machado , Klibs N. Galvão

The objective was to evaluate the performance of exploratory models containing routinely available on-farm data, behavior data, and the combination of both to predict metritis self-cure (SC) and treatment failure (TF). Holstein cows (n = 1,061) were fitted with a collar-mounted automated-health monitoring device (AHMD) from −21 ± 3 to 60 ± 3 d relative to calving to monitor rumination time and activity. Cows were examined for diagnosis of metritis at 4 ± 1, 7 ± 1, and 9 ± 1 d in milk (DIM). Cows diagnosed with metritis (n = 132), characterized by watery, fetid, reddish/brownish vaginal discharge (VD), were randomly allocated to 1 of 2 treatments: control (CON; n = 62), no treatment at the time of metritis diagnosis (d 0); or ceftiofur (CEF; n = 70), subcutaneous injection of 6.6 mg/kg of ceftiofur crystalline-free acid on d 0 and 3 relative to diagnosis. Cure was determined 12 d after diagnosis and was considered when VD became mucoid and not fetid. Cows in CON were used to determine SC, and cows in CEF were used to determine TF. Univariable analyses were performed using farm-collected data (parity, calving season, calving-related disorders, body condition score, rectal temperature, and DIM at metritis diagnosis) and behavior data (i.e., daily averages of rumination time, activity generated by AHMD, and derived variables) to assess their association with metritis SC or TF. Variables with P-values ≤0.20 were included in the multivariable logistic regression exploratory models. To predict SC, the area under the curve (AUC) for the exploratory model containing only data routinely available on-farm was 0.75. The final exploratory model to predict SC combining routinely available on-farm data and behavior data increased the AUC to 0.87, with sensitivity (Se) of 89% and specificity (Sp) of 77%. To predict TF, the AUC for the exploratory model containing only data routinely available on-farm was 0.90. The final exploratory model combining routinely available on-farm data and behavior data increased the AUC to 0.93, with Se of 93% and Sp of 87%. Cross-validation analysis revealed that generalizability of the exploratory models was poor, which indicates that the findings are applicable to the conditions of the present exploratory study. In summary, the addition of behavior data contributed to increasing the prediction of SC and TF. Developing and validating accurate prediction models for SC could lead to a reduction in antimicrobial use, whereas accurate prediction of cows that would have TF may allow for better management decisions.

目的是评估包含农场常规可用数据、行为数据以及两者结合的探索性模型的性能,以预测元气大伤自愈(SC)和治疗失败(TF)。荷斯坦奶牛(n = 1,061 头)在产犊后 -21 ± 3 天至 60 ± 3 天期间安装了颈圈式自动健康监测装置 (AHMD),以监测反刍和活动。分别在产犊后 4 ± 1 天、7 ± 1 天和 9 ± 1 天对奶牛进行检查,以诊断是否患有元气大伤。被诊断出患玄关炎的奶牛(n = 132),其阴道分泌物(VD)呈水样、腥臭、淡红/褐色,被随机分配到两个处理中的一个:对照组(CON;n = 62)--在诊断出母牛甲形腺炎时(第 0 天)不进行治疗;头孢噻呋组(CEF;n = 70)--在诊断后的第 0 天和第 3 天皮下注射 6.6 mg/kg 的头孢噻呋无结晶酸。痊愈在确诊 12 d 后确定,当 VD 呈粘液状而非腥臭时视为痊愈。CON奶牛用于确定SC,CEF奶牛用于确定TF。使用牧场收集的数据(奇数、产犊季节、产犊相关疾病、体况评分、直肠温度和元气大伤诊断时的产奶天数)和行为数据(即反刍的日平均值、AHMD产生的活动量和衍生变量)进行单变量分析,以评估它们与元气大伤SC或TF的关系。P≤0.20的变量被纳入多变量逻辑回归探索性模型。为预测SC,仅包含农场常规可用数据的探索性模型的曲线下面积(AUC)为0.75。预测 SC 的最终探索性模型结合了农场常规可用数据和行为数据,使 AUC 增加到 0.87,灵敏度 (Se) 为 87%,特异度 (Sp) 为 71%。在预测 TF 时,仅包含农场常规可用数据的探索性模型的 AUC 为 0.90。结合农场常规数据和行为数据的最终探索性模型将 AUC 提高到 0.93,Se 为 93%,Sp 为 82%。交叉验证分析表明,探索性模型的通用性较差,这表明研究结果适用于本探索性研究的条件。总之,增加行为数据有助于提高 SC 和 TF 的预测能力。开发并验证SC的准确预测模型可减少抗菌药的使用,而准确预测奶牛是否会出现TF则可帮助做出更好的管理决策。
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引用次数: 0
Recording antimicrobial use on Irish dairy farms: Barriers and facilitators to using technology and sharing data 记录爱尔兰奶牛场的抗菌药使用情况:使用技术和共享数据的障碍与促进因素。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-01 DOI: 10.3168/jds.2023-24308
Hannah Martin , Laura Gribben , Áine Regan , Edgar Garcia Manzanilla , Conor G. McAloon , Alison M.G. Burrell

Antimicrobial use (AMU) data are essential to monitor the effect of AMU reduction strategies in animal health. The use of technology and herd recording software to record AMU will be vital to scale the collation of these data in the future. The aim of this study was to determine the barriers and facilitators to Irish dairy farmers recording their AMU using a herd recording software and sharing AMU data. Thirty-three Irish dairy farmers involved in a study on AMU monitoring were asked to record their AMU using a herd recording software over a 12-mo period. At the end of the 12-mo period, 10 of these farmers were selected to take part in semi-structured interviews exploring their opinions on recording AMU, the use of herd recording software, and sharing AMU data. Interviews were transcribed and qualitatively analyzed using inductive thematic analysis. Several barriers and facilitators to farmers recording their AMU using a herd recording software and sharing AMU data were identified. Barriers included the age and generation of the farmer, farm infrastructure, a lack of training and education, a lack of knowledge around the benefits of digital data, a lack of incentive to digitize records, and a fear of repercussions. Facilitators identified by the farmers included the benefits of having instantly available data for making herd management decisions, reduced paperwork, increased organization for inspections, and a potential positive effect on the image of the dairy industry. To increase the uptake of new technology to record AMU at farm-level, farmers will need support in terms of education and training around the software available to them and reassurance around the perceived risks of repercussions with sharing data in a digital format.

抗菌药使用(AMU)数据对于监测动物保健中减少抗菌药使用战略的影响至关重要。使用技术和牛群记录软件来记录抗菌药物使用情况,对于今后扩大这些数据的整理工作至关重要。本研究旨在确定爱尔兰奶农使用牛群记录软件记录AMU和共享AMU数据的障碍和促进因素。参与AMU监测研究的33位爱尔兰奶牛场主被要求在12个月内使用牛群记录软件记录他们的AMU。在 12 个月结束时,其中 10 位牧场主被选中参加半结构化访谈,探讨他们对记录 AMU、使用牛群记录软件和共享 AMU 数据的看法。访谈内容均已转录,并采用归纳式主题分析法进行了定性分析。研究发现了农民使用牛群记录软件记录 AMU 和共享 AMU 数据的若干障碍和促进因素。障碍包括农民的年龄和辈分、农场基础设施、缺乏培训和教育、对数字数据的好处缺乏了解、缺乏将记录数字化的动力,以及害怕受到影响。牧场主提出的促进因素包括:即时可用的数据可为牧群管理决策带来益处、减少文书工作、提高检查的组织性,以及对乳业形象的潜在积极影响。为了提高牧场对记录AMU的新技术的采用率,牧场主需要在教育和培训方面得到支持,了解可用的软件,并对以数字格式共享数据所带来的影响风险有一定的认识。
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引用次数: 0
Exploring the impact of high-energy diets on cattle: Insights into subacute rumen acidosis, insulin resistance, and hoof health 探索高能量日粮对牛的影响:对亚急性瘤胃酸中毒、胰岛素抵抗和牛蹄健康的见解。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-01 DOI: 10.3168/jds.2023-24151
Rodrigo L.A. Palhano , Ronaldo A. Martins , Guilherme S. Lemos , Rafael R. Faleiros , Leandro A. da Fonseca , Leonardo L. Gorza , Carlos E.B. Lopes , Rodrigo M. Meneses , Antônio U. de Carvalho , Elias J.F. Filho , Tiago F. Moreira

Cattle lameness remains a significant concern, causing economic losses and compromising animal welfare. Claw horn lesions have been identified as a major cause of lameness in dairy cows, but their correlation with high-energy diets and ruminal acidosis remains unclear. Hence, the primary objective of this study was to assess the effects of a high-starch diet and a conventional diet on the rumen environment, acute-phase proteins, and metabolic alterations, with a particular focus on insulin resistance and the consequent implications for the histology of the hooves in Holstein steers. A total of 16 animals were divided into the high-starch (HS; 37% starch) and conventional (CON; 16.8% starch) groups. Glucose tolerance tests (GTT), blood analyses, rumen fluid analyses, and histological evaluations of the hoof tissue were conducted over a 102-d experimental period. The HS group showed a lower ruminal pH than the CON group, and with values indicating SARA. The plasma glucose and IGF-1 concentrations were higher in the HS group, suggesting an anabolic state. Both groups exhibited an increase in the insulin area under the curve (AUC) after the GTT on d 102. Histological analysis of the hooves showed a reduction in the length and width of the epidermal lamella in both groups. We found a significant negative correlation between the insulin AUC and the length and width of the epidermal lamella. Because both groups were similarly affected, the hypothesis that histological alterations were caused by the experimental diets still needs confirmation. Additionally, the development of SARA was not essential for the observed histological changes in the hoof. Further studies are warranted to thoroughly investigate the role of insulin and IGF-1 imbalances in claw health.

奶牛跛足仍是一个令人严重关切的问题,不仅造成经济损失,而且损害动物福利。爪角病变已被确定为奶牛跛行的主要原因,但其与高能量日粮和瘤胃酸中毒的相关性仍不清楚。因此,本研究的主要目的是评估高淀粉日粮和常规日粮对瘤胃环境、急性期蛋白质和代谢改变的影响,尤其关注胰岛素抵抗以及由此对荷斯坦阉牛蹄部组织学的影响。16 头牲畜被分为高淀粉组(HS;37% 淀粉)和常规组(CON;16.8% 淀粉)。在 102 天的实验期内,对牛进行了葡萄糖耐量试验(GTT)、血液、瘤胃液分析以及牛蹄组织的组织学评估。HS组的瘤胃pH值低于CON组,其数值表明存在亚急性瘤胃酸中毒(SARA)。HS 组的血浆葡萄糖和 IGF-1 浓度较高,表明其处于合成代谢状态。在第 102 天的 GTT 试验后,两组的胰岛素曲线下面积(AUC)都有所增加。蹄的组织学分析表明,两组的表皮层长度和宽度都有所减少。胰岛素的AUC与表皮层的长度和宽度呈明显的负相关。由于两组受到的影响相似,组织学改变是由实验饮食引起的这一假设仍有待证实。此外,观察到的蹄组织学变化并不以 SARA 的发展为必要条件。要彻底研究胰岛素和 IGF-1 失衡在蹄健康中的作用,还需要进一步的研究。
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引用次数: 0
Feasibility and acceptance of ready-made standard operating procedures in calf care on German dairy farms. 德国奶牛场犊牛护理现成标准操作程序的可行性和接受度。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-06-28 DOI: 10.3168/jds.2023-24597
S Neukirchnera, K C Jensenb, W Heuwiesera

Calf loss continues to be a considerable problem on German dairy farms. Untrained personnel or the lack of best practice routines are potential reasons. Standard operating procedures (SOPs) may increase process consistency and can improve animal health and animal welfare. We developed SOPs for 8 important tasks in calf care and provided them online to interested dairy farmers and their employees. Five questionnaires were embedded to collect data on demographics, use, perception, and feasibility of SOPs. Main objectives of the study were to investigate 1) if there is a gap between the existence of SOPs and the wish for SOPs, 2) if participants (n = 301) consider ready-made SOPs as feasible for their farm and 3) suitable to train new personnel, and 4) if they state their confidence in task execution higher after the courses. We experienced a strong discrepancy between the existence (13.1%) and the wish for SOPs (69.4%). Most the participants rated ready-made SOPs as feasible for their farm (66.5%). Eighty-five percent fully agreed or agreed to the statement that SOPs are a suitable tool for training new employees. Interestingly, 64.2% of employees mentioned, that they wanted to be involved in the creation of SOPs specific to their farm. The SOP based e-learning courses increased the confidence in performing tasks in calf care, especially concerning the tasks which were less often performed tasks such as tube feeding, emergency care and testing of colostrum quality.

犊牛损失仍然是德国奶牛场的一个严重问题。人员培训不足或缺乏最佳操作规程是潜在原因。标准操作程序(SOP)可以提高流程的一致性,改善动物健康和动物福利。我们为犊牛护理中的 8 项重要任务制定了标准操作程序,并在线提供给感兴趣的奶牛场主及其员工。我们嵌入了五份调查问卷,以收集有关 SOP 的人口统计学、使用、认知和可行性方面的数据。研究的主要目的是调查 1) SOP 的存在与 SOP 的愿望之间是否存在差距;2) 参与者(n = 301)是否认为现成的 SOP 对其牧场可行;3) 是否适合培训新员工;4) 课程结束后,他们是否表示对任务执行的信心有所提高。我们发现,存在 SOP(13.1%)与希望 SOP(69.4%)之间存在很大差异。大多数学员认为现成的 SOP 对他们的农场来说是可行的(66.5%)。85% 的人完全同意或同意 SOP 是培训新员工的合适工具这一说法。有趣的是,64.2% 的员工提到,他们希望参与制定适合其农场的 SOP。以 SOP 为基础的电子学习课程增强了员工执行犊牛护理任务的信心,尤其是那些较少执行的任务,如管饲、紧急护理和初乳质量检测。
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引用次数: 0
Influence of empirically derived filtering parameters, ASV, and OTU pipelines on assessing rumen microbial diversity. 根据经验得出的过滤参数、ASV 和 OTU 管道对评估瘤胃微生物多样性的影响。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-06-28 DOI: 10.3168/jds.2023-24479
W A Tom, J V Judy, P J Kononoff, S C Fernando

Microbes play an important role in human and animal health as well as animal productivity. The host microbial interactions within ruminants play a critical role in animal health and productivity and provide up to 70% of the animal's energy need in the form of fermentation products. As such, many studies have investigated microbial community composition to understand microbial community changes and factors that affect microbial colonization and persistence. The advances in next generation sequencing (NGS) technologies and low cost of sequencing have gravitated many studies to utilize 16S rDNA-based analysis tools for interrogation of microbiomes at a much finer scale than traditional culturing. However, such methods that rely on single base pair differences for bacterial taxa clustering may inflate or underestimate diversity leading to inaccurate identification of bacterial diversity. Therefore, in this study, we sequenced mock communities of known membership and abundance to establish filtration parameters to reduce inflation of microbial diversity due to PCR and sequencing errors. Additionally, we evaluated the effect of the resulting filtering parameters proposed using established bioinformatic pipelines on a study consisting of Holstein and Jersey cattle to identify bread and treatment effects on the bacterial community composition and the impact of the filtering on global microbial community structure analysis and results. Filtration resulted in a sharp reduction in bacterial taxa identified, yet retain most sequencing data (retaining > 79% of sequencing reads) when analyzed using 3 different microbial analysis pipelines (DADA2, Mothur, USEARCH). After filtration, conclusions from α and β-diversity tests show very similar results across all analysis methods. The mock community-based filtering parameters proposed in this study help provide a more realistic estimation of bacterial diversity. Additionally, the filtration reduced the variation between microbiome analysis methods and help identify microbial community differences that could have been missed due to large animal to animal variation observed in the unfiltered data. As such, we believe, the new filtering parameters described in this study will help obtain diversity estimates closer to realistic values and will improve the ability of detecting microbial community differences and help better understand microbial community changes in 16S rDNA-based studies.

微生物在人类和动物健康以及动物生产力方面发挥着重要作用。反刍动物体内的宿主微生物相互作用对动物健康和生产率起着至关重要的作用,并以发酵产物的形式提供动物所需能量的 70%。因此,许多研究都对微生物群落组成进行了调查,以了解微生物群落的变化以及影响微生物定植和持久性的因素。下一代测序(NGS)技术的进步和测序成本的降低促使许多研究利用基于 16S rDNA 的分析工具,以比传统培养更精细的尺度对微生物组进行分析。然而,这种依靠单碱基对差异进行细菌类群聚类的方法可能会夸大或低估多样性,导致对细菌多样性的鉴定不准确。因此,在本研究中,我们对已知成员和丰度的模拟群落进行了测序,以确定过滤参数,从而减少由于 PCR 和测序错误造成的微生物多样性膨胀。此外,我们还在荷斯坦牛和泽西牛的研究中评估了利用已建立的生物信息学管道提出的过滤参数的效果,以确定面包和处理对细菌群落组成的影响,以及过滤对全球微生物群落结构分析和结果的影响。在使用 3 种不同的微生物分析管道(DADA2、Mothur 和 USEARCH)进行分析时,过滤导致鉴定出的细菌类群急剧减少,但保留了大部分测序数据(保留了大于 79% 的测序读数)。过滤后,α 和 β 多样性测试的结论在所有分析方法中都显示出非常相似的结果。本研究提出的基于模拟群落的过滤参数有助于对细菌多样性进行更真实的估计。此外,过滤减少了微生物组分析方法之间的差异,有助于识别微生物群落差异,而这些差异可能会因为未过滤数据中观察到的动物与动物之间的巨大差异而被忽略。因此,我们认为本研究中描述的新过滤参数将有助于获得更接近真实值的多样性估计值,并将提高检测微生物群落差异的能力,有助于更好地理解基于 16S rDNA 研究的微生物群落变化。
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引用次数: 0
Machine learning methods for unveiling the potential of antioxidant short peptides in goat milk-derived proteins during in vitro gastrointestinal digestion. 在体外胃肠道消化过程中揭示山羊奶衍生蛋白质中抗氧化短肽潜力的机器学习方法。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-06-28 DOI: 10.3168/jds.2024-24887
An Du, Wei Jia, Rong Zhang

Milk serves as an important dietary source of bioactive peptides, offering notable benefits to individuals. Among the antioxidant short peptides (di- and tripeptides) generated from gastrointestinal digestion are characterized by enhanced bioavailability and bioaccessibility, while assessing them individually presents a labor-intensive and expensive challenge. Based on 4 distinct types of amino acid descriptors (physicochemical, 3D structural, quantum, and topological attributes) and genetic algorithms for feature selection, 1 and 4 machine learning predicted models separately for di- and tripeptides with ABTS radical scavenging capacity exhibited excellent fitting and prediction ability with random forest regression as machine learning algorithm. Intriguingly, the electronic properties of N-terminal amino acid were considered as only factor affecting the antioxidant capacity of dipeptides containing both tyrosine and tryptophan. Four peptides from the potential di- and tripeptides exhibited highly predicted values by the constructed predicted models. Subsequently, a total of 45 dipeptides and 52 tripeptides were screened by a customized workflow in goat milk during in vitro simulated digestion. In addition to 5 known antioxidant dipeptides, 9 peptides were quantified during digestion, falling within the range of 0.04 to 1.78 mg L-1. Particularly noteworthy was the promising in vivo functionality of antioxidant dipeptides with N-terminal tyrosine, supported by in silico assays. Overall, this investigation explored crucial molecular properties influencing antioxidant short peptides and high-throughput screening potential peptides with antioxidant activity from goat milk aided by machine learning, thereby facilitating the identification of novel bioactive peptides from milk-derived proteins and paving the way for understanding their metabolites during digestion.

牛奶是生物活性肽的重要膳食来源,对人体有显著的益处。在胃肠道消化产生的抗氧化短肽(二肽和三肽)中,生物利用率和生物可及性都有所提高,而对它们进行单独评估则是一项劳动密集型且成本高昂的挑战。基于 4 种不同类型的氨基酸描述符(理化、三维结构、量子和拓扑属性)和遗传算法进行特征选择,以随机森林回归作为机器学习算法,对具有 ABTS 自由基清除能力的二肽和三肽分别建立了 1 个和 4 个机器学习预测模型,表现出卓越的拟合和预测能力。有趣的是,N 端氨基酸的电子特性被认为是影响含酪氨酸和色氨酸二肽抗氧化能力的唯一因素。在构建的预测模型中,潜在的二肽和三肽中有四种肽的预测值很高。随后,在体外模拟消化过程中,采用定制的工作流程在山羊奶中筛选出了45种二肽和52种三肽。除了 5 种已知的抗氧化二肽外,还对 9 种肽进行了消化定量,其含量范围在 0.04 至 1.78 mg L-1 之间。尤其值得注意的是,在硅学检测的支持下,N-末端为酪氨酸的抗氧化二肽在体内具有良好的功能性。总之,这项研究探索了影响抗氧化短肽的关键分子特性,并在机器学习的辅助下从山羊奶中高通量筛选出了具有抗氧化活性的潜在短肽,从而促进了从牛奶衍生蛋白质中鉴定新型生物活性肽的工作,并为了解它们在消化过程中的代谢产物铺平了道路。
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引用次数: 0
EFFECTS OF BEEF SEMEN AND BEEF EMBRYO STRATEGIES ON PROFITABILITY: Economics of using beef semen and beef in vitro produced embryo transfer in Jersey herds. 牛精液和牛胚胎策略对盈利的影响:泽西牛群使用牛精液和牛体外生产胚胎移植的经济效益。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-06-28 DOI: 10.3168/jds.2023-24530
Jessica M V Pereira, Fernanda C Ferreira, Marcos I Marcondes

Dairy herds have adopted sexed semen (SS) and beef semen (BS) to control heifer inventory and increase calf sales revenue. Beef in vitro-produced embryo transfer (beef IVP-ET) may be an alternative to increase calf sales revenue. Besides, raising those Jersey beef crossbred and/or pure beef animals in a dairy system may be a new source of revenue. We aimed to evaluate breed strategies combining dairy conventional semen (CS), SS, BS, and beef IVP-ET on herd dynamics and profitability by marketing those animals with one-day-old or raising them to 180 kg. A Markov chain model was developed to maximize the profitability of Jersey herds by changing the number of dairy heifers sold at birth and the culling rate of 3rd and greater parity cows. The model presents inputs on the reproductive and productive performance of heifers and cows over time. The last year's data (year 10 - steady state) was used to calculate accrual operational cost and revenue per cow per year. We varied the breeding strategy by breeding order and parities, the embryo transfer cost ($85 or $170), the pure beef calf market price ($200 or $300), and by marketing Jersey-beef and pure beef animals with one-day-old or raising them to 180 kg. A total of 8 scenarios + default scenario were simulated. Overall, the proportion of SS use was 47.3 ± 0.6%. For the scenarios replacing all CS breedings with BS breedings, the proportion of CS and BS used was 52.3 ± 0.6. When beef IVP-ET was used, the percentage of BS and beef IVP-ET used was 22.4 ± 0.1% and 31.0 ± 0.1%, respectively. We observed that when we compared SS:BS with the default scenario, the production of purebred Jersey male calves was reduced by 83.5%, and profit/cow per year was increased from $113.5 to $203.3 with SS:BS. When a beef IVP-ET of $85 per transfer was used (scenarios 2 and 3), profit/cow per year was $145.5 and $176.2 for a pure-beef calf price of $200 and $300, respectively. In scenario 4, with a beef IVP-ET cost of $170, the lowest profit ($52.9 per cow per year) was found when marketing one-day-old pure-beef calves at $200. The highest profit was achieved for scenario raising the Jersey-beef crossbred animals to 180 kg ($232.9, scenario 6), followed by scenario 7 ($222.9, SS:BS:IVP-ET) with an embryo transfer cost of $85. Under the current market conditions, combining SS and BS in the reproductive program was a feasible economic opportunity for Jersey herds, yielding the highest net return. The adoption of beef IVP-ET in a reproductive program can potentially increase profit/cow per year, but its profitability will depend on the beef IVP-ET pregnancy cost, the pure-beef market price, calf performance, and the herd reproductive performance. In conclusion, raising the Jersey-beef crossbred calves may be a profitable strategy, and dairy producers need to evaluate the best option to invest in since it will take an extra risk to produce high-quality animals to the market.

奶牛场采用性别精液(SS)和牛肉精液(BS)来控制小母牛存栏量和增加犊牛销售收入。牛肉体外胚胎移植(beef IVP-ET)可能是增加犊牛销售收入的另一种选择。此外,在奶牛饲养系统中饲养泽西岛杂交牛肉和/或纯牛肉也可能是一种新的收入来源。我们的目的是评估奶牛常规精液(CS)、SS、BS和牛肉IVP-ET相结合的育种策略对牛群动态和盈利能力的影响。我们建立了一个马尔科夫链模型,通过改变出生时出售的奶牛小母牛数量和三胎及三胎以上母牛的淘汰率,最大限度地提高泽西牛群的盈利能力。该模型提供了一段时间内母牛和奶牛繁殖和生产性能的输入数据。最后一年的数据(第 10 年 - 稳定状态)用于计算每头奶牛每年的应计运营成本和收入。我们通过配种顺序和奇偶数、胚胎移植成本(85 美元或 170 美元)、纯牛犊市场价格(200 美元或 300 美元),以及娟姗牛和纯牛的销售价格(1 日龄或饲养至 180 公斤)来改变配种策略。共模拟了 8 种情况 + 默认情况。总体而言,使用 SS 的比例为 47.3 ± 0.6%。在用 BS 繁殖替代所有 CS 繁殖的情况下,CS 和 BS 的使用比例为 52.3 ± 0.6。当使用牛肉 IVP-ET 时,BS 和牛肉 IVP-ET 的使用比例分别为 22.4 ± 0.1% 和 31.0 ± 0.1%。我们观察到,将 SS:BS 与默认方案进行比较,纯种泽西公犊的产量减少了 83.5%,SS:BS 使每头牛每年的利润从 113.5 美元增加到 203.3 美元。当使用每转栏 85 美元的牛肉 IVP-ET(方案 2 和 3)时,纯种牛犊价格分别为 200 美元和 300 美元时,每头牛每年的利润分别为 145.5 美元和 176.2 美元。在方案 4 中,牛肉 IVP-ET 成本为 170 美元,以 200 美元的价格销售一天龄的纯牛肉犊牛时,利润最低(每头奶牛每年 52.9 美元)。将泽西牛肉杂交动物饲养到 180 千克的方案利润最高(232.9 美元,方案 6),其次是方案 7(222.9 美元,SS:BS:IVP-ET),胚胎移植成本为 85 美元。在当前的市场条件下,在繁殖计划中结合使用 SS 和 BS 对泽西牛群来说是一个可行的经济机会,可产生最高的净收益。在繁殖计划中采用牛肉 IVP-ET 有可能提高每头牛每年的利润,但其盈利能力取决于牛肉 IVP-ET 的妊娠成本、纯牛肉市场价格、犊牛性能和牛群繁殖性能。总之,饲养娟姗牛-肉牛杂交犊牛可能是一种有利可图的策略,奶牛生产者需要评估投资的最佳选择,因为这需要承担额外的风险,才能向市场提供高质量的动物。
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引用次数: 0
Prolonged feeding of high-concentrate diet remodels the hindgut microbiome and modulates nutrient degradation in the rumen and the total gastrointestinal tract of cows. 长期饲喂高浓缩日粮可重塑奶牛后肠微生物群,并调节瘤胃和整个胃肠道的营养降解。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-06-28 DOI: 10.3168/jds.2024-24919
Raul Rivera-Chacon, Cátia Pacífico, Sara Ricci, Renee M Petri, N Reisinger, Q Zebeli, Ezequias Castillo-Lopez

The aims of this research were to evaluate how prolonged feeding of a high-concentrate diet affects the ruminal degradation kinetics of fiber and starch, and to evaluate the effects of the high-concentrate diet on apparent total-tract nutrient digestibility in dairy cows. We also investigated the dysbiotic effects and the remodeling of the hindgut microbiome with prolonged high-concentrate feeding. Nine Holstein cows were used in 2 experimental periods; in each period, cows were first fed a 100% forage diet (Forage) for 1 week, followed by stepwise adaptation during one week to a high-concentrate diet (HC; 65% concentrate), which was then fed for 4 consecutive weeks. The kinetics of in situ ruminal degradability of grass silage (DM and NDF), corn grain and wheat grain (DM and starch) as well as the apparent total-tract nutrient digestibility were evaluated in the Forage feeding and in wk 4 on HC. Whereas the hindgut microbiome and fermentation profile were evaluated on a weekly basis. Regarding the in situ ruminal degradability due to grain type, the rate of degradation of the potentially degradable fraction of the grain and the effective rumen degradability of wheat grain were greater compared with corn grain. The in situ ruminal degradability of NDF decreased with the HC diet. However, the apparent total-tract digestibility of crude protein, fat, starch, NDF, ADF and NFC increased with HC compared with Forage feeding. In addition, the HC diet increased the concentration of short-chain fatty acids in the hindgut, lowering fecal pH by 0.6 units, which correlated positively with microbial α diversity. This resulted in lower α diversity with HC; however, α diversity (number of ASVs) showed recovery in wk 3 and 4 on HC; in addition, microbial β diversity did not change from wk 2 on HC onwards. Two microbial enterotypes were identified: one for the Forage diet with abundance of Akkermansia and Anaerosporobacter, and another enterotype for the HC diet with enrichment in Bifidobacterium and Butyrivibrio. Overall, results show that major microbial shifts and hindgut dysbiosis occurred in wk 1 on HC. However, the hindgut microbial diversity of cows adapted after 3 weeks of consuming the starch-rich ration. Thus, feeding HC diet impaired fiber degradation in the rumen, but increased apparent total-tract nutrient digestibility. Likely, the forage diet contained less digestible NDF than the HC diet due to greater inclusion of forages with lower NDF digestibility and lower inclusion of more digestible non-forage NDF. Results also suggest that the adaptation of the hindgut microbial diversity of cows observed 3 weeks after the diet transition likely contributed to enhance total-tract nutrient digestibility.

这项研究的目的是评估长期饲喂高浓缩日粮如何影响纤维和淀粉的瘤胃降解动力学,并评估高浓缩日粮对奶牛表观总道养分消化率的影响。我们还研究了长期饲喂高浓缩饲料对后肠微生物群的菌群失调影响和重塑。九头荷斯坦奶牛被分成两个实验阶段;在每个阶段中,奶牛先饲喂 100%饲草日粮(Forage)一周,然后在一周内逐步适应高精料日粮(HC;65% 精料),并连续饲喂四周。在饲喂青贮饲料和饲喂高浓缩饲料的第 4 周,对青贮草(DM 和 NDF)、玉米粒和小麦粒(DM 和淀粉)的瘤胃原位降解动力学以及表观总养分消化率进行了评估。而后肠微生物群和发酵情况则每周评估一次。关于谷物类型引起的瘤胃原位降解率,小麦谷物潜在可降解部分的降解率和有效瘤胃降解率均高于玉米谷物。NDF的瘤胃原位降解率随着HC日粮的添加而降低。但是,与饲喂饲料相比,HC 日粮的粗蛋白、脂肪、淀粉、NDF、ADF 和 NFC 的表观总消化率增加了。此外,HC 日粮增加了后肠中短链脂肪酸的浓度,使粪便 pH 值降低了 0.6 个单位,这与微生物 α 多样性呈正相关。这导致 HC 导致α多样性降低;然而,α多样性(ASV 数量)在使用 HC 的第 3 和第 4 周出现恢复;此外,从使用 HC 的第 2 周起,微生物 β 多样性没有变化。确定了两种微生物肠型:一种用于饲粮,富含 Akkermansia 和 Anaerosporobacter;另一种用于 HC 饲粮,富含双歧杆菌和 Butyrivibrio。总之,结果表明,在饲喂 HC 的第 1 周,出现了重大的微生物转变和后肠菌群失调。然而,奶牛在食用富含淀粉的日粮 3 周后,其后肠微生物多样性得到了适应。因此,饲喂 HC 日粮影响了纤维在瘤胃中的降解,但增加了表观总养分消化率。饲粮中可消化的 NDF 可能少于 HC 日粮,这是因为饲粮中含有较多 NDF 消化率较低的饲草,而可消化的非饲草 NDF 含量较低。结果还表明,日粮转换 3 周后观察到的奶牛后肠微生物多样性的适应性可能有助于提高总茎秆营养物质的消化率。
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引用次数: 0
Unraveling metabolic stress response in dairy cows: genetic control of plasma biomarkers throughout lactation and the transition period. 揭示奶牛的代谢应激反应:整个泌乳期和过渡期血浆生物标志物的基因控制。
IF 3.7 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-06-28 DOI: 10.3168/jds.2023-24630
M M Passamonti, M Milanesi, L Cattaneo, Diaz J Ramirez, A Stella, M Barbato, C U Braz, R Negrini, D Giannuzzi, S Pegolo, A Cecchinato, E Trevisi, J L Williams, Marsan P Ajmone

Breeding animals able to effectively respond to stress could be a long-term, sustainable, and affordable strategy to improve resilience and welfare in livestock systems. In the present study, the concentrations of 29 plasma biomarkers were used as candidate endophenotypes for metabolic stress response in single-SNP, gene- and haplotype-based GWAS using 739 healthy lactating Italian Holstein cows and 88,271 variants. Significant genetic associations were found in all the 3 GWAS approaches for plasma γ-glutamyl transferase concentration on BTA17, for paraoxonase on BTA4, and for alkaline phosphatase and zinc on BTA2. On these chromosomes, single-SNP and gene-based chromosome-wide association studies were performed, confirming GWAS findings. The signals identified for paraoxonase, γ-glutamyl transferase, and alkaline phosphatase were in proximity of the genes coding for them. The heritability of these 4 biomarkers ranged from moderate to high (from 0.39 to 0.54). Plasma biomarkers are known to undergo large changes in concentration during metabolic stress in the transition period, with an inter-individual variability in the rate of change and recovery time. Genetics may account in part for these differences. To assess this, we studied a subset of 139 periparturient cows homozygous at 3 SNPs known to be respectively associated with concentration of plasma ceruloplasmin, paraoxonase and γ-glutamyl transferase. We compared the immune-metabolic profile measured in plasma at -7, +5 and +30 d relative to calving between groups of opposite homozygotes. A significant effect of the genotype was found on paraoxonase and γ-glutamyl transferase plasma concentration at all the 3 time points. No evidence for genotype effect was detected for ceruloplasmin. Understanding the genetic control underlying metabolic stress response may suggest new approaches to foster resilience in dairy cows.

培育能够有效应对压力的动物是一项长期、可持续且经济实惠的策略,可提高畜牧系统的适应能力和福利。本研究利用 739 头健康泌乳的意大利荷斯坦奶牛和 88,271 个变体,将 29 种血浆生物标志物的浓度作为代谢应激反应的候选内表型,进行了基于单 SNP、基因和单体型的 GWAS 研究。在所有 3 种 GWAS 方法中,BTA17 上的血浆γ-谷氨酰转移酶浓度、BTA4 上的副氧合酶以及 BTA2 上的碱性磷酸酶和锌都发现了显著的遗传关联。在这些染色体上进行了单 SNP 和基于基因的全染色体关联研究,证实了 GWAS 的发现。在副氧羰基酶、γ-谷氨酰转移酶和碱性磷酸酶的编码基因附近发现了信号。这 4 种生物标志物的遗传率从中等到高(从 0.39 到 0.54)不等。众所周知,血浆生物标志物的浓度在过渡时期的代谢压力下会发生很大变化,其变化率和恢复时间在个体间存在差异。遗传可能是造成这些差异的部分原因。为了评估这一点,我们研究了 139 头围产期奶牛中 3 个 SNP 的同源基因,已知这 3 个 SNP 分别与血浆脑磷脂、副氧自由基酶和γ-谷氨酰转移酶的浓度有关。我们比较了相对于产犊前 -7、+5 和 +30 d 各组同卵双生动物血浆中的免疫代谢谱。在所有3个时间点,基因型对副氧羰基酶和γ-谷氨酰转移酶的血浆浓度都有明显影响。在脑磷脂蛋白方面没有发现基因型效应的证据。了解新陈代谢应激反应的基因控制可为培养奶牛的恢复能力提供新方法。
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引用次数: 0
期刊
Journal of Dairy Science
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