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Machine learning to understand relationships between farm practices and milk fatty acids across diverse European dairy farms. 通过机器学习,了解不同欧洲奶牛场的农场实践和牛奶脂肪酸之间的关系。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-17 DOI: 10.3168/jds.2025-27564
A Mouhanna, L Rey-Cadilhac, M Berton, R Eppenstein, M Gelé, G Plesch, B Martin, E Kowalski, S Heirbaut, S De Smet

Milk fatty acid (FA) composition is an indicator of both farm management and the nutritional quality of dairy products. Few studies have linked diverse, multicountry observational farm data to milk FA variation through a validated machine learning workflow. We surveyed 75 European farms representing a broad gradient of production intensity, analyzed seasonally pooled bulk milk samples for 12 FA traits, and examined 29 management practices. A 2-stage workflow combined optimized random forests (RF) to predict FA and rank practices, with conditional inference trees to visualize management synergies and trade-offs. RF models achieved high predictive accuracy (R2 ≥ 0.50) for 8 traits: α-linolenic acid, eicosapentaenoic acid, docosapentaenoic acid, CLA, n-6:n-3 PUFA ratio, linoleic acid, vaccenic acid (VA), and branched-chain fatty acids (BCFA). Conditional inference trees models had comparable accuracy (R2 ≥ 0.50) for all these traits except VA and BCFA. Across models, fresh grass intake, maize silage and concentrate use, stocking rates, herd size, milk yield, and mineral fertilizer were dominant drivers, together explaining most variance in the models. Farms adopting low-input, pasture-based strategies were consistently associated with lower n-6:n-3 PUFA ratios and higher n-3 PUFA, CLA, and BCFA in milk, highlighting synergies alongside trade-offs between production intensity and nutritional quality. Although this profile is associated with favorable health outcomes and contributes to meeting dietary recommendations, further targeted validation is needed to confirm generalizability and adaptability across dairy production contexts.

乳中脂肪酸(FA)组成是农场管理和乳制品营养品质的一个指标。很少有研究通过经过验证的机器学习工作流程将不同的多国观察农场数据与牛奶FA变化联系起来。我们调查了75个欧洲农场,代表了生产强度的广泛梯度,分析了12个FA特征的季节性汇总散装牛奶样本,并检查了29个管理实践。两阶段的工作流程结合了优化的随机森林(RF)来预测FA和排名实践,以及条件推理树来可视化管理协同效应和权衡。RF模型对α-亚麻酸、二十碳五烯酸、二十碳五烯酸、CLA、n-6:n-3 PUFA比、亚油酸、异丙酸(VA)和支链脂肪酸(BCFA) 8个性状均具有较高的预测精度(R2≥0.50)。除VA和BCFA外,条件推理树模型对所有性状具有相当的准确性(R2≥0.50)。在各模型中,鲜草采食量、玉米青贮和精料利用、放养率、畜群规模、产奶量和矿肥是主要驱动因素,它们共同解释了模型中的大部分差异。采用低投入、以牧场为基础的策略的农场始终与较低的n-6:n-3 PUFA比率和较高的n-3 PUFA、CLA和BCFA相关,突出了协同效应以及生产强度和营养质量之间的权衡。尽管这一概况与良好的健康结果相关,并有助于满足饮食建议,但需要进一步有针对性的验证,以确认在乳制品生产背景下的普遍性和适应性。
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引用次数: 0
Effects of heat stress on close-up dairy cows and newborn heifer calf weights in a humid continental climate. 湿润大陆性气候下热应激对近距离奶牛和新生小母牛体重的影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-28045
M J Brower, L M Benn, V Ouellet, T J DeVries

In humid continental climates, dairy cattle are exposed to episodic periods of high temperature and humidity for several months each year. This environment is characterized by large fluctuations in temperature between season and even within the same day creating unique challenges for maintaining thermal balance and animal performance. However, the impact of prenatal heat stress during the close-up period on calf birth weight in this type of climate has not been well established. The objective of this observational study was to determine whether close-up cows exposed to summer conditions of a humid continental climate show physiological signs of heat stress, and whether their heifer calves born to cows gestating under humid summer conditions have lower birth weights. Close-up Holstein dairy cows (82 nulliparous, 51 parous) were enrolled at 2 commercial dairy farms in Ontario, Canada during the close-up period (-21 d to calving) between May and August of 2024. Cow gestation length averaged 276 ± 5 d (mean ± SD). The farms were visited 3x/wk for the study period, with cow respiration rate, rectal temperature, and skin temperature recorded at each visit for a subset of 102 cows that were bred with sexed semen (71 nulliparous, 31 parous). Heifer calves (n = 133) were weighed after birth, with calves averaging 1.1 ± 0.9 d of age at weighing; calves were weighed on the day of calving (d 0; n = 39), on d 1 (n = 57), on d 2-4 (n = 37). Data loggers, placed within pen just above cow level, recorded ambient temperature and relative humidity at 10-min intervals. Temperature-humidity indices (THI) were calculated for each cow's close-up period, including average daily THI, maximum THI, and average h/d for which THI exceeded the thresholds of 62, 65, 68, and 72. Daily THI averaged 67.0 ± 3.25 (range = 59.5-73.1). The daily maximum THI averaged 72.7 ± 3.07 (range = 65.1-78.7). The average time per day (and range) above the THI thresholds of 62, 65, 68, and 72, were 19.0 ± 4.19 h/d (7.2-24.0 h/d), 15.3 ± 5.05 h/d (2.7-23.8 h/d), 11.5 ± 5.36 h/d (0.43-23.0 h/d), and 5.3 ± 3.60 h/d (0.0-13.8 h/d), respectively. Cow respiration rate and both average and maximum skin temperatures were positively associated with all THI metrics. Calf birth weight averaged 41.0 ± 4.5 kg (range = 31.3-53.5 kg). For each 1-unit increase in daily average THI and maximum THI, calf birth weight (±SE) was reduced by 0.45 ± 0.18 kg and 0.44 ± 0.17 kg, respectively. Each 1 h increase in time (h/d) THI exceeded 62, 65, 68, and 72, birth weight decreased by 0.24 ± 0.12 kg, 0.30 ± 0.12 kg, 0.29 ± 0.11 kg, and 0.47 ± 0.17 kg, respectively. Overall, the results indicate that close-up cows in moderate, yet humid continental climate summer conditions experience negative consequences, specifically physiological signs of heat stress and reduced calf birth weight; this highlights the need to implement cooling strategies for close-up cows even in temperate regions.

在湿润的大陆性气候中,奶牛每年有几个月暴露在高温高湿的间歇期。这种环境的特点是季节之间甚至在同一天内温度波动很大,这对保持热平衡和动物生产性能构成了独特的挑战。然而,在这种气候下,产前热应激对犊牛出生体重的影响尚未得到很好的证实。这项观察性研究的目的是确定近距离暴露在潮湿大陆性气候的夏季条件下的奶牛是否表现出热应激的生理迹象,以及在潮湿夏季条件下怀孕的奶牛所生的小牛是否具有较低的出生体重。2024年5月至8月期间,在加拿大安大略省的两个商业奶牛场对荷斯坦奶牛(82头未产奶牛,51头产奶牛)进行了近距离观察(从产犊-21天)。奶牛妊娠期平均276±5 d (mean±SD)。在研究期间,研究人员每周对这些农场进行3次访问,每次访问记录102头奶牛的呼吸率、直肠温度和皮肤温度,这些奶牛是用性别精液饲养的(71头未产,31头已产)。133头犊牛出生后称重,称重时犊牛平均日龄1.1±0.9 d;分别于产犊当天(第0天,n = 39)、第1天(n = 57)、第2-4天(n = 37)称重。数据记录仪被放置在奶牛水平上方的围栏内,每隔10分钟记录一次环境温度和相对湿度。计算每头奶牛近摄期的温湿指数(THI),包括平均每日THI、最大THI和THI超过阈值62、65、68和72的平均h/d。每日THI平均值为67.0±3.25(范围= 59.5-73.1)。每日最大THI平均值为72.7±3.07(范围为65.1-78.7)。平均每天超过THI阈值62、65、68和72的时间(及范围)分别为19.0±4.19 h/d (7.2 ~ 24.0 h/d)、15.3±5.05 h/d (2.7 ~ 23.8 h/d)、11.5±5.36 h/d (0.43 ~ 23.0 h/d)和5.3±3.60 h/d (0.0 ~ 13.8 h/d)。奶牛呼吸速率、平均和最高皮肤温度与所有THI指标呈正相关。小牛出生体重平均为41.0±4.5 kg(范围= 31.3-53.5 kg)。日平均THI和最大THI每增加1个单位,犊牛出生体重(±SE)分别减少0.45±0.18 kg和0.44±0.17 kg。THI超过62、65、68、72时,每增加1 h,出生体重分别下降0.24±0.12 kg、0.30±0.12 kg、0.29±0.11 kg、0.47±0.17 kg。总体而言,研究结果表明,在温和湿润的大陆性气候夏季条件下,近距离奶牛会受到负面影响,特别是热应激和小牛出生体重降低的生理迹象;这突出了即使在温带地区,也需要对近距离奶牛实施冷却策略。
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引用次数: 0
A meta-analysis and meta-regression to compare the production performance, feed efficiency, and milk N efficiency in Jersey versus Holstein cows. 对泽西奶牛和荷斯坦奶牛的生产性能、饲料效率和乳氮效率进行meta分析和meta回归比较。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-26913
K V Almeida, J P Sacramento, D C Reyes, A S Oliveira, R Martineau, A F Brito

A meta-analysis and a meta-regression were conducted to compare DMI, production performance, feed efficiency (FE), and milk N efficiency (milk N yield/N intake) of Holstein and Jersey cows. Only experiments in which purebred Holsteins and Jerseys enrolled in the same study, under similar experimental conditions, were used to build the data sets (n = 30 peer-reviewed articles). The weighted raw mean difference (WMD) between breeds was computed for each comparison, and weights were assigned based on the inverse of the variance. A meta-regression was run to explore the impact of continuous (year of publication, DIM, dietary concentrations of NDF, CP, and forage) and categorical (forage type: corn silage, alfalfa/grass-clover mix, and other forage sources ["Others"]) covariates on the WMD of observed and estimated variables. Jerseys had lower DMI (-4.15 kg/d), milk yield (-10.8 kg/d), yields of milk fat (-61.6 g/d) and milk true protein (-211 g/d), and ECM yield (-5.11 kg/d) than Holsteins. Contrarily, concentrations of milk fat (+16.1 g/kg) and milk true protein (+6.98 g/kg), DMI (% of BW [+0.44%) and % of metabolic BW (MBW = BW0.75; +0.64%), and ECM yield (% of BW [+0.64%] and % of MBW [+1.63%]) were greater in Jersey versus Holstein cows. Whereas FE (milk yield/DMI) was lower (-0.26 kg/kg) in Jerseys than Holstein cows, breed did not affect FE (ECM yield/DMI) and milk N efficiency. Year of publication widened the WMD of milk fat and milk true protein concentrations and ECM yield (% of MBW), and it narrowed that of DMI (kg/d), milk true protein yield, and N intake, favoring Jerseys over Holsteins. In addition, DIM narrowed the gap between breeds for the variables yields of milk, ECM yield (kg/d), milk fat, and milk N yield, and widened the gap for DMI (% BW and % of MBW) and ECM yield (% of BW and % of MBW), all in favor of Jerseys. Dietary concentrations of NDF, CP, and forage collectively impacted the WMD of BW, yields of milk and milk lactose, milk true protein and milk lactose contents, ECM yield (% of BW and % of MBW), FE (milk yield/DMI), and N intake, but did not consistently benefit Holsteins or Jerseys. Corn silage affected all WMD, except milk fat yield, ECM yield (% of BW and % of MBW), FE (milk yield/ECM), and MNE. In comparison with corn silage, alfalfa-grass/clover mix diets affected the WMD of DMI (kg/d and % of MBW), milk yield, milk fat and milk true protein yields, ECM yield (kg/d), N intake, and milk N yield, favoring Holsteins over Jerseys. Compared with corn silage, the forage type Others affected the WMD of milk fat and milk true protein concentrations, DMI (% of BW), and ECM yield (% of BW and % of MBW), benefiting Jersey versus Holstein cows. In conclusion, the WMD of FE (ECM yield/DMI) and MNE were similar across breeds and the continuous (year of publication and DIM) categorical (forage type) covariates largely influenced the WMD of several observed and estimated variables.

采用meta分析和meta回归方法比较荷斯坦奶牛和泽西奶牛的DMI、生产性能、饲料效率(FE)和乳氮效率(乳氮产出量/氮采食量)。只有在相同的实验条件下,纯种荷斯坦犬和泽西犬参加了相同的研究,才能建立数据集(n = 30篇同行评议文章)。计算每次比较的品种间加权原始平均差(WMD),并根据方差的倒数分配权重。meta回归分析了连续(出版年份、DIM、饲粮中NDF、CP和饲料的浓度)和分类(饲料类型:玉米青贮、苜蓿/草-三叶草混合物和其他饲料来源[“其他”])协变量对观察变量和估计变量WMD的影响。泽西奶牛的DMI (-4.15 kg/d)、产奶量(-10.8 kg/d)、乳脂产量(-61.6 g/d)、乳真蛋白产量(-211 g/d)和ECM产量(-5.11 kg/d)均低于荷斯坦奶牛。相反,泽西奶牛的乳脂浓度(+16.1 g/kg)和乳真蛋白浓度(+6.98 g/kg)、DMI(体重%[+0.44%]和代谢体重% (MBW = BW0.75; +0.64%)和ECM产量(体重%[+0.64%]和MBW %[+1.63%])高于荷斯坦奶牛。泽西奶牛的FE(产奶量/DMI)低于荷斯坦奶牛(-0.26 kg/kg),但品种对FE (ECM产量/DMI)和乳氮效率没有影响。发表年份扩大了乳脂、乳真蛋白浓度和ECM产量(占MBW %)的WMD,缩小了DMI (kg/d)、乳真蛋白产量和N摄入量的WMD,泽西奶牛的WMD优于荷斯坦奶牛。此外,DIM缩小了品种间产奶量、泌乳量(kg/d)、乳脂和乳氮产量等变量的差距,扩大了DMI (% BW和% MBW)和ECM产量(% BW和% MBW)的差距,均有利于泽西。饲粮NDF、CP和饲料浓度共同影响体重WMD、牛奶和乳糖产量、牛奶真蛋白和乳糖含量、ECM产量(体重%和MBW %)、FE(产奶量/DMI)和N摄入量,但对荷斯坦和泽西没有一致的益处。除乳脂产量、泌乳率(BW %和MBW %)、FE(产奶量/泌乳率)和MNE外,玉米青贮对所有WMD均有影响。与玉米青贮相比,苜蓿-草/三叶草混合饲粮对荷斯坦猪DMI WMD (kg/d、MBW %)、产奶量、乳脂和乳真蛋白产量、ECM产量(kg/d)、氮采食量和乳氮产量的影响均优于泽西猪。与玉米青贮相比,其他饲料类型影响了乳脂WMD、乳真蛋白浓度、DMI(占体重%)和ECM产量(占体重%和MBW %),有利于泽西奶牛和荷斯坦奶牛。综上所述,不同品种的产出量(ECM产量/DMI)和MNE的WMD相似,连续(发表年份和DIM)分类(饲料类型)协变量在很大程度上影响了多个观测和估计变量的WMD。
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引用次数: 0
Dairy veterinarians' perceptions of barriers to uptake of continuing education programs: A focus group study. 乳业兽医对继续教育项目障碍的认知:焦点小组研究。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-27938
H Carter, D L Renaud, E Morabito, J Denis-Robichaud, J-P Roy, S J LeBlanc, C Ritter

This qualitative study was conducted to explore the perceptions of Canadian dairy veterinarians of continuing education (CE) programs and the factors that influence their participation. Five focus groups were conducted with a total of 20 dairy veterinarians in Canada to discuss their experiences, motivations, and barriers related to participation in CE. Three main themes were identified through applied thematic analysis: 1) motivation for CE, 2) CE format considerations and preferences, and 3) improvements to CE to enhance its effectiveness. Participants shared that their motivation for CE participation ultimately focused on producer success. The wide range of available CE opportunities allowed participants to shape and focus their careers on areas of personal and professional interest. However, it was also emphasized that the design and delivery of many CE programs must be improved to encourage veterinary participation. While face-to-face CE was considered stimulating and interactive, time constraints often limited in-person attendance. The accessibility of virtual and asynchronous CE, specifically webinars and online courses, facilitated knowledge transfer in a manner that participants felt equally instructive as a face-to-face atmosphere. Participants agreed that virtual CE eliminated resource barriers such as time and geographic location, which supported its uptake, although in-person CE was often favored due to the added benefit of interacting and socializing with peers. Regardless of the format, many CE programs were criticized for being overly technical, lacking practical recommendations, or in the case of commercially funded CE, being perceived as biased. While the results of this study may be transferable within a similar context, they cannot be generalized to all Canadian veterinarians. The findings from this research highlight opportunities to improve veterinary CE by promoting veterinarian-producer collaboration, integrating practical applications with technical content, and adopting engaging delivery methods. Implementing these strategies will enhance program effectiveness and encourage sustained participation.

本质性研究旨在探讨加拿大奶业兽医对继续教育(CE)计划的认知,以及影响其参与的因素。五个焦点小组对加拿大的20名乳业兽医进行了研究,讨论他们参与CE的经历、动机和障碍。通过应用主题分析确定了三个主要主题:1)行政长官的动机,2)行政长官的格式考虑和偏好,以及3)改进行政长官以提高其有效性。与会者表示,他们参与行政长官活动的动机,最终都集中在制作人的成功上。广泛的职业教育机会使参与者能够塑造和专注于个人和专业兴趣领域的职业生涯。然而,也有人强调,必须改进许多CE项目的设计和实施,以鼓励兽医参与。虽然面对面的行政会议被认为是刺激和互动的,但时间限制往往限制了亲自出席。虚拟和异步教育的可及性,特别是网络研讨会和在线课程,促进了知识的转移,使参与者感到与面对面的气氛同样有益。与会者一致认为,虚拟行政会议消除了时间和地理位置等资源障碍,支持采用虚拟行政会议,尽管面对面的行政会议往往更受欢迎,因为它具有与同龄人互动和社交的额外好处。无论形式如何,许多CE项目都被批评为过于技术性,缺乏实用的建议,或者在商业资助的CE项目中,被认为是有偏见的。虽然这项研究的结果可以在类似的背景下转移,但它们不能推广到所有加拿大兽医。本研究的结果强调了通过促进兽医生产者合作、将实际应用与技术内容相结合以及采用引人入胜的交付方法来提高兽医CE的机会。实施这些战略将提高方案的有效性并鼓励持续参与。
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引用次数: 0
Supplementation of green tea extract on early-life behavior, health, and growth of Holstein heifer calves. 补充绿茶提取物对荷斯坦小母牛犊牛早期行为、健康和生长的影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-28023
K M R Lutz, D L Renaud, M A Steele, T J DeVries

Caffeine is known to improve the vigor and survivability of premature babies, however, there is little information on its effects on neonatal dairy calves. Green tea extract has high natural caffeine content, with potential for additional polyphenol-related health benefits. The objective of this study was to determine how different doses of green tea extract, administered at birth, affects the vigor, behavior, health, and growth of dairy calves during their first 28 d of life, particularly those born from cows experiencing dystocia. Heifer calves were assigned to 1 of 3 treatments: 1) single (SNG; n = 42) 15-mL dose of green tea extract (Calf Perk, TechMix, LLC; containing 327.6 mg of naturally occurring caffeine, a minimum of 40% corn syrup as energy, 25% water, 1% vegetable oil to suspend the solution, and preservatives including cassia oil, xanthan gum, and citric acid), 2) 30-mL double dose (DBL; n = 39; 2 × 15-mL tubes of Calf Perk; 655.2 mg caffeine), and 3) control (CON; n = 39; 15-mL placebo of water, corn syrup, xanthan gum, and vegetable oil). Calves were given the treatment orally within 2 h of life, before colostrum feeding. Blood was sampled and vigor scores occurred between 0 and 72 h of life, while health scoring (including symptoms of respiratory illness and diarrhea) occurred at 24 h of life and then twice weekly until 28 d of age. BW was recorded at birth and weekly for 28 d. The DBL calves (23.7 ± 0.22 of a possible 30-point vigor score) had moderately improved overall average vigor scores throughout the duration of the study compared with CON calves (23.1 ± 0.20), while SNG calves (23.1 ± 0.23) did not differ from CON calves. No differences were detected between treatment groups for instances of respiratory illness (2.7 ± 0.08) or diarrhea (1.2 ± 0.06). No differences in ADG were detected in wk 1 (0.54 ± 0.03 kg/d) and 3 (0.49 ± 0.03 kg/d); however, in wk 2 SNG calves tended to gain more than CON calves (0.46 vs 0.33 ± 0.05 kg/d). SNG calves also tended to gain more than CON calves (0.98 vs 0.87 ± 0.05 kg/d) in wk 4. As result, SNG calves were heavier than CON (58.9 vs 57.3 ± 0.50 kg) calves at 28 d of age, while DBL calves did not differ (57.3 kg). Although the effects of dystocia were considered for all outcomes measured, the effects of green tea supplementation on calves born from a dystocia calving compared with those from a eutocia calving remains unclear. Overall, a double dose of green tea extract supplementation was associated with improved vigor, while a single dose resulted in greater weight gain in calves.

众所周知,咖啡因可以提高早产儿的活力和存活率,然而,关于它对新生小牛的影响的信息很少。绿茶提取物含有很高的天然咖啡因含量,具有潜在的额外的多酚相关的健康益处。本研究的目的是确定在出生时给予不同剂量的绿茶提取物,如何影响奶牛犊牛在其生命的前28天的活力、行为、健康和生长,特别是那些经历难产的奶牛所生的犊牛。小母牛小腿被分配到1 3治疗:1)单(合成天然气;n = 42) 15毫升剂量的绿茶提取物(小腿活跃,TechMix LLC,含有327.6毫克的天然咖啡因,最低40%的玉米糖浆在能源、水、25% 1%植物油暂停方案,和防腐剂包括肉桂油、黄原胶、柠檬酸),2)30 ml双倍(双;n = 39; 2×15毫升管小腿活跃;655.2毫克咖啡因),和3)控制(CON; n = 39;15毫升水、玉米糖浆、黄原胶和植物油的安慰剂)。犊牛在出生后2小时内,在初乳饲喂前口服该药。血液采样,活力评分在0 - 72小时之间进行,健康评分(包括呼吸系统疾病和腹泻症状)在24小时进行,然后每周两次,直到28天。在整个研究期间,DBL犊牛(23.7±0.22分,可能的30分活力评分)与CON犊牛(23.1±0.20分)相比,总体平均活力评分略有提高,而SNG犊牛(23.1±0.23分)与CON犊牛没有差异。呼吸系统疾病(2.7±0.08)和腹泻(1.2±0.06)的发生率在两组间无显著差异。第1周(0.54±0.03 kg/d)和第3周(0.49±0.03 kg/d)的平均日增重无显著差异;然而,在第2周,SNG犊牛的增重往往高于CON犊牛(0.46 vs 0.33±0.05 kg/d)。在第4周,SNG犊牛的增重也倾向于高于CON犊牛(0.98 vs 0.87±0.05 kg/d)。结果表明,在28日龄时,SNG犊牛比CON犊牛重(58.9 vs 57.3±0.50 kg),而DBL犊牛无显著差异(57.3 kg)。尽管所有测量结果都考虑了难产的影响,但与顺产犊牛相比,绿茶补充剂对难产犊牛的影响尚不清楚。总的来说,双剂量的绿茶提取物补充与提高活力有关,而单剂量的绿茶提取物补充导致犊牛体重增加。
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引用次数: 0
Novel supplemental guidelines for Zn, Cu, and Mn, in bovines, by integrating net requirements, native dietary occurrence, and the boundaries of homeostatic regulation. 牛锌、铜和锰的新补充指南,通过整合净需氧量、本地饮食发生和体内平衡调节的界限。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-28011
Jean-Baptiste Daniel, Javier Martín-Tereso

A long-standing objective in ruminant nutrition is to ensure an adequate supply of the key trace metals Zn, Cu, and Mn, while accounting for bioavailability, nutritional interactions, and not exceeding tolerance. In practice, however, dietary supplementation often by far exceeds reference nutritional guidelines, largely as a precaution against the multiple uncertainties of trace mineral supply. Current reference recommendations are determined using fixed and highly conservative uptake coefficients, an approach that overlooks both the opportunities and limitations of absorptive regulation, the primary homeostatic mechanism controlling trace metal balance. While generous supplementation should mitigate deficiency risks, it also introduces the less recognized risk of exceeding tolerable availability. Recent complete balance studies demonstrate that homeostatic downregulation of trace metals can be overwhelmed at dietary levels commonly observed in practice, underscoring the need for a new framework to define supplementation. We therefore developed an approach that integrates 3 elements: (1) stochastic analysis of basal dietary supply; (2) stochastic analysis of net nutrient requirements; and (3) probabilistic assessment of the likelihood that dietary supply falls outside the lower or upper boundaries of homeostatic regulation for these metals in cattle. This last element addresses the main limitation of current dietary guidelines by considering the dynamic range of absorptive regulation: maximum uptake rates achievable during upregulation and minimum uptake rates attainable during downregulation, instead of assuming fixed absorption coefficients. As a result, this framework defines ranges of adequate dietary supply rather than a single minimum requirement. The probability distribution of nutrient supply was derived from variation in dry matter intake, diet composition, and trace mineral occurrence in feedstuffs, whereas the distribution of net trace metal requirements was defined by the variability of the components of a classic factorial requirement approach applied to different animal conditions. These distributions were then compared against earlier defined boundaries of homeostatic regulation. This risk-based approach supports preventive supplementation of Cu, Zn, and Mn for dairy cattle across most physiological and productive states. At the same time, it highlights the risk to exceed tolerance thresholds under current supplementation practices, even at levels commonly considered safe. Overall, this analysis introduces novel reference guidelines to trace metal nutrition, demonstrating the opportunity to improve adequacy and reduce risk by reevaluating conventional supplementation strategies.

反刍动物营养的长期目标是确保关键微量金属锌、铜和锰的充足供应,同时考虑到生物利用度、营养相互作用和不超过耐受性。然而,在实践中,膳食补充往往远远超过参考营养指南,主要是为了预防微量矿物质供应的多重不确定性。目前的参考建议是使用固定和高度保守的吸收系数确定的,这种方法忽略了吸收调节的机会和局限性,吸收调节是控制微量金属平衡的主要稳态机制。虽然大量补充应减轻缺乏风险,但它也引入了不太为人所知的风险,即超过可容忍的可用性。最近的全面平衡研究表明,在实践中通常观察到的膳食水平上,微量金属的稳态下调可能会被淹没,这强调了需要一个新的框架来定义补充。因此,我们开发了一种整合3个要素的方法:(1)基础膳食供应的随机分析;(2)净养分需要量随机分析;(3)对饲料供应超出牛体内这些金属稳态调节的下限或上限的可能性进行概率评估。最后一个要素通过考虑吸收调节的动态范围来解决当前膳食指南的主要局限性:在上调期间可达到的最大吸收率和在下调期间可达到的最小吸收率,而不是假设固定的吸收系数。因此,该框架定义了充足膳食供应的范围,而不是单一的最低要求。营养供应的概率分布来源于干物质采食量、日粮组成和饲料中微量矿物质含量的变化,而净微量金属需要量的分布则由应用于不同动物条件的经典因子需要量方法的组分的变化来定义。然后将这些分布与先前定义的稳态调节边界进行比较。这种基于风险的方法支持奶牛在大多数生理和生产状态下预防性补充铜、锌和锰。与此同时,它强调了在目前的补充做法下,即使在通常认为安全的水平上,也有超过耐受阈值的风险。总的来说,该分析为微量金属营养引入了新的参考指南,展示了通过重新评估传统补充策略来提高充足性和降低风险的机会。
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引用次数: 0
Immunomodulatory Properties of diketopiperazine isomers extracted from wine lees in a sheep model of thermal stress. 酒渣中提取的二酮哌嗪异构体在绵羊热应激模型中的免疫调节特性。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2026-28308
M G Ciliberti, M Francavilla, M Albenzio, M Caroprese

Wine lees (WLs), a by-product of the wine industry, represent a promising source of bioactive compounds, including diketopiperazines (DKPs). This study aimed to extract, characterize, and evaluate the effects of DKP-enriched WL fractions on immune cell responses under in vitro thermal stress conditions using an ovine model. Wine lees from white, rosé, and red vinifications were subjected to microwave-assisted extraction using water as a green solvent. Extracts were fractionated by flash liquid chromatography and chemically characterized by GC-MS/MS to identify DKP-rich fractions. Two DKP-enriched fractions (F1 and F2) from each vinification were tested at 0.4 and 0.8 mg/mL on sheep peripheral blood mononuclear cells (PBMCs) exposed to normothermic and hyperthermic conditions (37°C, 39°C, and 43°C). PBMC proliferation, viability, and cytokine secretion (IL-6, IL-1β, IL-10, and IFN-γ) were evaluated following mitogenic stimulation. DKP-enriched fractions reduced PBMC proliferation at 37°C and 39°C, whereas hyperthermia at 43°C resulted in a general impairment of immune cell responsiveness. Cytokine profiling indicated a pro-inflammatory response under thermal stress, with DKP treatment reducing IL-10 secretion at 39°C. Overall, these findings provide mechanistic insight into immune cell responses to DKPs under heat stress conditions in sheep and should be considered hypothesis-generating, providing a scientific rationale for future in vivo investigations in dairy animals.

酒渣(WLs)是葡萄酒工业的副产品,是一种很有前途的生物活性化合物来源,包括双酮哌嗪(DKPs)。本研究旨在通过羊模型提取、表征和评估富含dkp的WL组分对体外热应激条件下免疫细胞反应的影响。白葡萄酒、红葡萄酒和红葡萄酒的酒糟以水作为绿色溶剂进行微波辅助萃取。提取液采用闪蒸液相色谱法进行分离,GC-MS/MS进行化学表征,鉴定出富含dkp的部分。在恒温和高温条件下(37°C、39°C和43°C),分别以0.4和0.8 mg/mL对绵羊外周血单个核细胞(PBMCs)进行检测。在有丝分裂刺激后,评估PBMC的增殖、活力和细胞因子分泌(IL-6、IL-1β、IL-10和IFN-γ)。在37°C和39°C时,富含dkp的组分减少了PBMC的增殖,而在43°C时,热疗导致免疫细胞反应性的普遍损害。细胞因子分析显示热应激下的促炎反应,DKP处理在39°C下减少IL-10分泌。总的来说,这些发现提供了热应激条件下绵羊免疫细胞对DKPs反应的机制,应该被认为是假设生成,为未来在奶牛动物体内的研究提供了科学依据。
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引用次数: 0
Branched-chain fatty acids derived from lanolin supplementation in early life Holstein dairy calves modulate growth performance, digestibility, blood metabolites, and intestinal health. 早期荷斯坦奶牛补充羊毛脂衍生的支链脂肪酸可调节生长性能、消化率、血液代谢物和肠道健康。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-27787
Jingyi Lv, Yang Cao, Shuo Wang, Yibo Zhu, Yan Liu, Hangshu Xin

This study was conducted to explore the effects of branched-chain fatty acids derived from lanolin (BCFAs-DFL) on growth performance, digestibility, blood metabolites, intestinal development, and fecal bacterial structure of calves aged 0 ~28 d. Twenty-four newborn Holstein dairy calves [birth weight = 41.88 ± 4.56 kg, mean ± SD] were divided into the control group (Control) receiving whole milk without BCFAs-DFL and the treatment group (BCFA) receiving whole milk with BCFAs-DFL (4g/d) supplementation according to the randomized block design based on their birth weight and birth date. Calves fed BCFAs-DFL had higher ADG, feed efficiency, heart girth, and total-tract apparent digestibility of nutrients, while the treatments did not affect total DMI. Plasma cholesterol and haptoglobin were lower in calves fed BCFAs-DFL than in the control group. BCFAs-DFL reduced the frequency of diarrhea, the duration of diarrhea, and the number of medication doses required for treating diarrhea. In contrast to the control group, feeding BCFAs-DFL increased the gene relative expression of tight junction protein 1, claudin 2, β-defensin-1, β-defensin 4, regenerating islet-derived protein (REG) 3α, REG 3γ, and IL-10 in the small intestine of calves, while decreasing the gene relative expression of IL-1β and TNF-α. Supplementation with BCFAs significantly elevated the total content of short-chain fatty acids (SCFAs) in calf feces, as well as the proportions of isobutyric acid and butyric acid relative to total SCFAs. In addition, the relative abundance of Subdoligranulum and Faecalibacterium was significantly increased in the feces of calves fed BCFAs-DFL at 14 d of age, and Prevotella_9 was the first to appear in the BCFA group at 14 d of age. Overall, this study explored the impact of BCFAs-DFL on the health status of calves in the early stage of their lives, laying a foundation for the research on BCFAs-DFL in terms of the intestinal health of young ruminants.

本试验旨在探讨羊毛脂衍生支链脂肪酸(bcaas - dfl)对0 ~28日龄犊牛生长性能、消化率、血液代谢产物、肠道发育和粪便细菌结构的影响。24头新生荷斯坦犊牛[出生体重= 41.88±4.56 kg,根据出生体重和出生日期,采用随机区组设计将小鼠分为对照组(control)和治疗组(BCFA),对照组接受不添加BCFAs-DFL的全脂牛奶,治疗组接受添加BCFAs-DFL (4g/d)的全脂牛奶。饲喂bcaas - dfl的犊牛平均日增重、饲料效率、心脏周长和营养物质全道表观消化率较高,但对总DMI没有影响。与对照组相比,饲喂bcaas - dfl的犊牛血浆胆固醇和触珠蛋白较低。BCFAs-DFL减少了腹泻的频率、腹泻的持续时间和治疗腹泻所需的药物剂量。与对照组相比,饲喂bccas - dfl提高了犊牛小肠紧密连接蛋白1、claudin 2、β-防御素1、β-防御素4、再生胰岛源性蛋白(REG) 3α、REG 3γ和IL-10的基因相对表达量,降低了IL-1β和TNF-α的基因相对表达量。添加BCFAs显著提高了犊牛粪便中总短链脂肪酸(SCFAs)的含量,以及异丁酸和丁酸相对于总短链脂肪酸的比例。此外,14日龄饲喂BCFA - dfl的犊牛粪便中,粪下带和Faecalibacterium的相对丰度显著增加,其中Prevotella_9在14日龄BCFA组中最先出现。总体而言,本研究探讨了bcaas - dfl对犊牛生命早期健康状况的影响,为bcaas - dfl在幼龄反刍动物肠道健康方面的研究奠定了基础。
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引用次数: 0
Rapid Colorimetric Detection and Potent Eradication of Staphylococcus aureus in Dairy Products via a Dual-Functional Magnetic Mesoporous MnOx Nanozyme Probe. 双功能磁性介孔MnOx纳米酶探针对乳制品中金黄色葡萄球菌的快速比色检测和有效根除。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-28071
Wenteng Qiao, Hui Li, Ziyun Ma, Pengtao Wang, Shuo Yao, Dongmei Li, Xiuling Song

Staphylococcus aureus (S. aureus), a major foodborne pathogen contaminating dairy products, threatens food safety and public health via food poisoning and severe infections like bacteremia. Conventional culture-based methods are time-consuming, while advanced techniques need expensive equipment, limiting on-site use. To address this, we developed a novel Magnetic Mesoporous MnOx Nanozyme Probe (MMMNPs) by integrating Mesoporous MnOx Nanozyme with oxidase-mimetic activity, Fe3O4 magnetic nanoparticles, and S. aureus-specific aptamers. The synthesis involved the preparation of hydrothermal Fe3O4, the synthesis of MnOx, and the construction of a composite with bond positions and electrostatic interactions. For detection, MMMNPs mixed with samples underwent magnetic separation, followed by TMB-triggered color reaction. S. aureus (0 - 106 cfu·mL-1) inhibited probe activity, fading solution from deep blue to colorless. There was a good linear correlation (R2 = 0.980) between the shift of the absorbance peak at 652 nm and the logarithm of S. aureus concentration, with a LOD of 3.33 cfu·mL-1 for UV-Vis detection and 1x102 cfu·mL-1 for naked-eye visual detection.The probe exhibited high specificity, with no response to interfering bacteria, and demonstrated good applicability in spiked milk (recovery: 86.84% - 113.81%, RSD <5%). Unexpectedly, lower detection limits and better linearity were also achieved in the milk samples. Preliminary tests confirmed Mag-MnOx's significant bacteriostatic activity against S. aureus. This low-cost, easy-to-operate strategy enables S. aureus detection and elimination, promising on-site use in food safety and clinical diagnosis.

金黄色葡萄球菌(S. aureus)是一种污染乳制品的主要食源性病原体,通过食物中毒和菌血症等严重感染威胁着食品安全和公众健康。传统的基于培养的方法耗时,而先进的技术需要昂贵的设备,限制了现场使用。为了解决这个问题,我们通过整合具有氧化酶模拟活性的介孔MnOx纳米酶、Fe3O4磁性纳米颗粒和金黄色葡萄球菌特异性适配体,开发了一种新型的磁性介孔MnOx纳米酶探针(MMMNPs)。该合成包括水热法制备Fe3O4、MnOx的合成以及具有键位和静电相互作用的复合材料的构建。为了检测,MMMNPs与样品混合后进行磁分离,然后进行tmb触发的显色反应。金黄色葡萄球菌(0 ~ 106 cfu·mL-1)抑制探针活性,使溶液由深蓝色变为无色。652 nm处吸光度峰位移与金黄色葡萄球菌浓度对数呈良好的线性相关(R2 = 0.980),紫外-可见检测的LOD为3.33 cfu·mL-1,裸眼检测的LOD为1 × 102 cfu·mL-1。该探针特异性高,对干扰菌无反应,在加标牛奶中具有良好的适用性(回收率:86.84% ~ 113.81%,RSD)
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引用次数: 0
Meta-analysis of the effects of age at first calving on production outcomes, calving difficulty, and reproduction in dairy heifers. 首次产犊年龄对奶牛生产结果、产犊困难和繁殖影响的荟萃分析。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-16 DOI: 10.3168/jds.2025-27004
A K G Lean, A J Gunn, J C Quinn, I J Lean, K Breinhild, H M Golder

This study aims to determine the effects of feeding, management, and reproductive strategies used to reduce age at first calving (AFC) on production and reproductive performance through meta-analytic methods. A literature search using 3 search engines was conducted to identify prospective studies that evaluated AFC for data extraction. Inclusion criteria included specific dairy breeds, a treatment group with an AFC below 26 mo of age, and prospective enrolment of heifers. There were few prospective studies suitable for meta-analysis, with 16 studies containing 35 appropriate experiments. There was substantial heterogeneity likely due to differences in study design and interventions used to induce an AFC difference. Outcomes were assessed using classical multilevel random effects meta-analytic models with standard mean difference, effect sizes, or risk ratios being evaluated where appropriate. Meta-regression was performed using the difference in age at first calving. There was a loss of production for first lactation milk (-2.06 L/d of earlier calving), fat (-0.12 kg/d of earlier calving), and protein (-0.08 of kg/d earlier calving) yield for heifers calving at a younger age than their peers. There were no differences in second and third lactation milk yield, calving difficulty, heifer reproductive performance, survival to calving, and survival to the end of first lactation. While the production in first lactation is decreased, this may be offset by fewer days to first calving without compromising the heifers' ability to calve, become pregnant for the first time, or survive to the end of first lactation. Given the lack of prospective studies, more randomized controlled experiments over multiple lactations, including health, production, and reproductive data, are needed to evaluate this topic further.

本研究旨在通过荟萃分析方法确定降低初产犊龄(AFC)的饲养、管理和繁殖策略对生产和繁殖性能的影响。使用3个搜索引擎进行文献检索,以确定评估AFC数据提取的前瞻性研究。纳入标准包括特定的奶牛品种,AFC低于26月龄的治疗组,以及预期纳入的小母牛。适合meta分析的前瞻性研究很少,只有16项研究包含35个合适的实验。存在实质性的异质性,可能是由于研究设计和用于诱导AFC差异的干预措施的差异。使用经典的多水平随机效应荟萃分析模型评估结果,适当时评估标准平均差、效应大小或风险比。使用首次产犊年龄的差异进行meta回归。犊牛产奶量的损失包括:初泌乳(产奶量减少2.06升/天)、脂肪(产奶量减少0.12千克/天)和蛋白质(产奶量减少0.08千克/天)。第二次和第三次泌乳产奶量、产犊困难、母牛繁殖性能、产犊存活率和第一次泌乳结束存活率无显著差异。虽然第一次泌乳的产奶量减少,但在不影响小牛产犊、第一次怀孕或存活到第一次泌乳结束的情况下,第一次产犊的天数减少可能会抵消这一影响。由于缺乏前瞻性研究,需要对多次泌乳进行更多的随机对照实验,包括健康、生产和生殖数据,以进一步评估这一主题。
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Journal of Dairy Science
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