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Phenotypic fate differentiation and its mechanism in Cronobacter sakazakii under different chlorine concentrations. 不同氯浓度下阪崎克罗诺杆菌表型命运分化及其机制
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27960
Jingfeng Zhang, Yunshao Mo, Ying Sun, Haoqing Zhao, Lei Shi, Lichao Zhao

Cronobacter sakazakii is a significant foodborne pathogen commonly found in dairy processing environments. Under chlorine stress, C. sakazakii may survive by adopting stress-resistant phenotypes such as biofilm and viable but nonculturable (VBNC) state. The formation of these phenotypes is regulated by the stringent response. However, the mechanisms by which the stringent response directs phenotypic fate differentiation under different chlorine concentrations remain unclear. In this study, we exposed C. sakazakii to chlorine concentrations (0.1-100 μg/mL) for 24 h and quantified viable cells, 100S ribosome levels, extracellular polymeric substances, and stringent response signals. The results showed that C. sakazakii exhibited pronounced differentiation into biofilm and VBNC phenotypes under chlorine stress ranging from 0.1 to 100 μg/mL. At low chlorine concentration (0.1 μg/mL), biofilm viable cell counts reached 5.10 × 105 cfu/mL, accompanied by significant increases in extracellular polysaccharides and proteins, promoting biofilm formation. In contrast, at high chlorine concentration (100 μg/mL), VBNC cell counts rose to 5.99 × 105 cfu/mL, extracellular components declined, and 100S ribosome levels were significantly elevated, indicating deeper metabolic dormancy. Time-course analysis further revealed that the first 0.5 h after chlorine treatment represents a critical window for phenotypic differentiation. During this period, the stringent response alarmone guanosine tetraphosphate (ppGpp) levels increased by 1.55- to 5.16-fold compared with the control and regulated the formation of biofilm and VBNC phenotypes. Gene expression analysis revealed that in the relA-overexpressing strain, ppGpp ribosome dimerization genes rmf and hpf were upregulated by 5.51- and 2.82-fold, VBNC-related genes ppk and lon upregulated by 3.44- and 3.24-fold, whereas biofilm-related genes dgcQ and bcsA were downregulated by 2.86- and 3.98-fold. These changes guided the selection of phenotypic fate differentiation: Low ppGpp levels interacted with cyclic diguanylate monophosphate (c-di-GMP) to promote biofilm formation, whereas high ppGpp levels induced VBNC phenotype by activating the PPK/Lon cascade. This study not only deepens our understanding of the mechanisms governing bacterial fate determination under environmental stress but also provides a theoretical basis and potential strategies for optimizing dairy disinfection processes and reducing pathogen survival.

阪崎克罗诺杆菌是一种重要的食源性病原体,常见于乳制品加工环境中。在氯胁迫下,坂崎木可通过生物膜和活但不可培养(VBNC)状态等抗胁迫表型存活。这些表型的形成受到严格反应的调节。然而,在不同氯浓度下,严格的反应如何指导表型命运分化的机制尚不清楚。在本研究中,我们将阪崎c暴露于浓度为0.1 ~ 100 μg/mL的氯环境中24 h,并定量测定活细胞、100S核糖体水平、细胞外聚合物质和严格反应信号。结果表明,在0.1 ~ 100 μg/mL的氯胁迫范围内,坂崎木表现出向生物膜型和VBNC型的分化。低氯浓度(0.1 μg/mL)下,生物膜活细胞数达到5.10 × 105 cfu/mL,胞外多糖和蛋白显著增加,促进生物膜形成。而在高氯浓度(100 μg/mL)下,VBNC细胞计数上升至5.99 × 105 cfu/mL,细胞外组分下降,100S核糖体水平显著升高,代谢休眠更深。时间过程分析进一步表明,氯处理后的前0.5 h是表型分化的关键窗口期。在此期间,严格反应警铃四磷酸鸟苷(ppGpp)水平比对照增加了1.55 ~ 5.16倍,并调节了生物膜的形成和VBNC表型。基因表达分析显示,在rela过表达菌株中,ppGpp核糖体二聚化基因rmf和hpf上调5.51和2.82倍,vbnc相关基因ppk和lon上调3.44和3.24倍,而生物膜相关基因dgcQ和bcsA下调2.86和3.98倍。这些变化指导了表型命运分化的选择:低ppGpp水平与环二胍酸单磷酸(c-di-GMP)相互作用,促进生物膜的形成,而高ppGpp水平通过激活PPK/Lon级联诱导VBNC表型。该研究不仅加深了我们对环境胁迫下细菌命运决定机制的理解,而且为优化乳制品消毒工艺和降低病原体存活率提供了理论基础和潜在策略。
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引用次数: 0
Health and performance of Holstein versus dairy × beef calves: A retrospective single-cohort study. 荷斯坦奶牛与奶牛×牛肉犊牛的健康和生产性能:一项回顾性单队列研究。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27748
M Kovacs, D L Renaud, A Keunen, M A Steele

Within the past decade, the use of beef semen in the dairy industry has risen, leading to a growing number of dairy × beef crossbred calves being born. However, limited studies compare the health and growth performance of purebred dairy and crossbred calves during the preweaning phase. This study aimed to evaluate the association of breed with morbidity, mortality, and growth performance during an 84-d rearing period. A total of 640 male calves were enrolled upon arrival to a calf-rearing facility and were classified as either Holstein (n = 446) or crossbred (n = 194), which were identified by hide color. Breed, source (local farm versus auction), and BW were recorded upon arrival. Calves were fed milk replacer (MR) twice daily until weaning, which occurred between d 42 and 63, and solid feed and water were offered ad libitum throughout the study. Health exams were performed twice daily, evaluating fecal consistency from arrival to d 21 and respiratory health from arrival to d 84. Mortalities and treatments administered, including electrolytes, nonsteroidal anti-inflammatory drugs, and antibiotics, were recorded throughout the study. Solid feed intake and BW were measured weekly following enrollment, and MR refusals were recorded daily. Statistical models, including Cox proportional hazards, Weibull, negative binomial, and linear regression, were built in Stata 18 (StataCorp LP) to assess the association of breed with calf health and growth. Holstein calves had a greater incidence of diarrhea compared with crossbred calves (incidence rate ratio = 1.23; 95% CI: 1.01-1.51) and a higher hazard of receiving a second (hazard ratio [HR] = 1.62; 95% CI: 1.04 to 2.51) or third (HR = 2.47; 95% CI: 1.24 to 4.91) treatment for respiratory disease. With respect to growth performance, crossbred calves had increased BW by d 28 and weighed 7.13 ± 1.31 kg (95% CI: 4.56 to 9.70) more than Holsteins by d 84. Similarly, ADG was greater for crossbreds starting between d 28 and 35. Feed-to-gain conversion ratios (FCR) were lower for crossbred calves during both the preweaning and weaning phases; however, Holstein calves had improved FCR between d 70 and 77 compared with crossbred calves. These results suggest that crossbred calves may be able to overcome illness quicker and with fewer therapeutic interventions than Holsteins in the rearing period while achieving superior growth performance.

在过去的十年里,乳制品行业对牛肉精液的使用有所增加,导致越来越多的奶牛与牛肉杂交的小牛出生。然而,比较纯种奶牛和杂交犊牛在断奶前阶段的健康和生长性能的研究有限。本研究旨在评价84 d饲养期内品种与发病率、死亡率和生长性能的关系。一共有640头雄性小牛在到达小牛饲养设施时被登记,并被分类为荷斯坦(n = 446)或杂交(n = 194),根据皮毛颜色进行识别。品种、来源(当地农场与拍卖)和体重在抵达时被记录下来。在42 ~ 63 d期间,犊牛每天饲喂2次代乳剂(MR)直至断奶,并在整个研究过程中随意饲喂固体饲料和水。每天进行两次健康检查,评估从出生到第21天的粪便一致性和从出生到第84天的呼吸健康状况。在整个研究过程中,记录了死亡率和治疗方法,包括电解质、非甾体抗炎药和抗生素。入组后每周测量固体采食量和体重,每天记录MR拒绝率。在Stata 18 (StataCorp LP)软件中建立Cox比例风险、威布尔、负二项和线性回归等统计模型,评估品种与犊牛健康和生长的关系。与杂交犊牛相比,霍尔斯坦犊牛的腹泻发生率更高(发病率比= 1.23;95% CI: 1.01-1.51),并且接受第二次(风险比[HR] = 1.62; 95% CI: 1.04 - 2.51)或第三次(风险比= 2.47;95% CI: 1.24 - 4.91)呼吸道疾病治疗的风险更高。在生长性能方面,杂交犊牛的体重提高了28 d,体重比荷斯坦犊牛多7.13±1.31 kg (95% CI: 4.56 ~ 9.70)。从28 ~ 35 d开始,杂交种的平均日增重也较大。断奶前和断奶期杂交犊牛料重比均较低;然而,与杂交犊牛相比,荷斯坦犊牛在70 ~ 77 d的FCR有所提高。这些结果表明,在饲养期间,杂交犊牛可能比荷斯坦犊牛更快地克服疾病,并且治疗干预较少,同时获得更好的生长性能。
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引用次数: 0
Potential of sensor-derived estrus traits for genetic selection in dairy cattle. 传感器来源的发情性状在奶牛遗传选择中的潜力。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27447
G R Dodd, F Miglior, F S Schenkel, B O Makanjuola, R E Jahnel, R L A Cerri, C F Baes

Genetic improvement of fertility in dairy cattle remains a significant challenge due to the complex interplay between reproductive and environmental factors resulting in low heritability traits. Recent advancements in sensor technologies have allowed for the assessment of estrus-related traits as indicators of fertility. Three sensor-derived estrus traits previously associated with fertility outcomes include estrus duration (ED), maximum estrus intensity (MEI), and the interval from calving to first estrus (CTFE). The objectives of this study were to estimate the genetic parameters of ED, MEI, and CTFE in Holsteins, to assess the reliability of EBVs, to evaluate the inclusion of genomic information, and to estimate breeding value correlations with economically important traits. Phenotypes were derived from activity-monitoring collars (CowScout, GEA) between 2020 and 2023 from a single farm in Slovakia. After editing, 8,363, 8,092, and 2,909 records on 2,390, 2,360, and 2,147 cows were available for analysis of ED, MEI, and CTFE, respectively. Heritability estimates for the traits were low to moderate, with values of 0.18 ± 0.02 for MEI, 0.16 ± 0.02 for ED, and 0.07 ± 0.03 for CTFE. Repeatability across lactations was 0.34 ± 0.03 for CTFE, but no significant permanent environmental effect was found across lactation for MEI and ED. Repeatability within lactation was low for MEI (0.25 ± 0.02) and ED (0.19 ± 0.01). The average reliability of EBVs was moderate for phenotyped cows, with values of 0.32 ± 0.05 for CTFE and 0.48 ± 0.09 for MEI and ED. For sires with at least 10 daughters, EBV reliability ranged from 0.56 ± 0.11 for CTFE to 0.79 ± 0.13 for MEI and ED. Inclusion of genomic information did not greatly affect genetic parameters and resulted in marginal improvements to reliability of breeding values. Genetic correlations among estrus traits were moderate and favorable, indicating that better performance of 1 trait will correspond to improved performance in the other 2 traits. Breeding value correlations between estrus traits and economically important traits were generally favorable. These results suggest that sensor-derived estrus traits are heritable, with potential for more rapid progress in reproduction than currently evaluated traits. Future research should estimate proper genetic correlations between estrus traits and other economically important traits and expand data sets to enhance the genetic evaluations of these sensor-derived estrus traits.

由于繁殖和环境因素之间复杂的相互作用导致了低遗传力性状,奶牛生育能力的遗传改良仍然是一个重大挑战。最近传感器技术的进步已经允许评估发情相关性状作为生育指标。以前与生育结果相关的三个传感器衍生的发情特征包括发情持续时间(ED)、最大发情强度(MEI)和从产犊到第一次发情的间隔(CTFE)。本研究的目的是估计荷斯坦种猪ED、MEI和CTFE的遗传参数,评估ebv的可靠性,评估基因组信息的包含,以及估计育种价值与重要经济性状的相关性。表型来自斯洛伐克一个农场在2020年至2023年间的活动监测项圈(CowScout, GEA)。编辑后,可用于ED、MEI和CTFE分析的记录分别为2390头、2360头和2147头,分别为8363条、8092条和2909条。这些性状的遗传力估计为低至中等水平,MEI为0.18±0.02,ED为0.16±0.02,CTFE为0.07±0.03。CTFE的重复性为0.34±0.03,而MEI和ED的重复性无显著的永久性环境影响。MEI(0.25±0.02)和ED(0.19±0.01)的重复性较低。对于表现型奶牛,EBV的平均信度为中等,CTFE为0.32±0.05,MEI和ED为0.48±0.09。对于至少有10个子代的奶牛,EBV的信度范围为CTFE为0.56±0.11至MEI和ED为0.79±0.13。包含基因组信息对遗传参数没有很大影响,但对育种值的可靠性有边际提高。发情性状间的遗传相关性为中等偏好,说明1个性状表现较好,其他2个性状表现较好。发情性状与重要经济性状的育种价值相关性普遍较好。这些结果表明,传感器衍生的发情特征是可遗传的,与目前评估的特征相比,在繁殖过程中具有更快的进展潜力。未来的研究应进一步评估发情性状与其他重要经济性状之间的遗传相关性,并扩大数据集,以加强对这些传感器衍生的发情性状的遗传评价。
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引用次数: 0
The impact of vaccination on Bluetongue serotype 3-associated mortality and reduced milk production in Dutch dairy cattle. 疫苗接种对荷兰奶牛蓝舌病血清型3相关死亡率和产奶量减少的影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27926
I M G A Santman-Berends, K M J A van den Brink, M H Mars, A M B Veldhuis, R van den Brom, G van Schaik
<p><p>In 2023, bluetongue serotype 3 (BTV-3) emerged in the Netherlands, leading to a 19% prevalence of BTV antibodies in animals by spring 2024. This highlighted the urgent need for vaccination, which became available in May 2024. Despite this, BTV-3 spread extensively throughout 2024, causing farmers to perceive the vaccination as ineffective. High-quality census data on key health parameters from the cattle monitoring system were used to evaluate the impact of BTV-3 vaccination during the 2024 epidemic. Data were available for ~13,500 dairy herds from January 2020 to September 2024. Data included information on mortality, milk production, BTV-3 antibody status in the spring of 2024, and BTV-3 vaccination status. Herds were classified by BTV-3 status (no antibodies, low or high antibody levels) combined with the herds' vaccination status, for example, unvaccinated, fully but not timely vaccinated, or fully and timely vaccinated, to determine BTV-3 susceptibility at the start of the BTV-3 epidemic in 2024. Timely vaccination was defined as the full completion of herd immunization before BTV-3 began to spread in the area where the herd was located. Generalized Estimated Equations were used for analysis, with 4-wk moving average mortality per age category of cattle or average weekly milk production (kg/cow/d) as dependent variables. Mortality and milk production in vaccinated herds during the BTV-3 epidemic in 2024 were compared with (i) the period in which BTV-3 was not yet present and (ii) mortality and milk production in unvaccinated herds during the BTV-3 epidemic. Other explanatory variables included herd size, location (province), season, herd health status for several endemic diseases, and time trends. Herd and week were included as time series variables. Mortality in cows (≥2 yr) was significantly increased in all herds compared with mortality in BTV-3-free years. However, during the BTV-3 epidemic in 2024, mortality in fully and timely vaccinated herds was significantly lower compared with mortality in unvaccinated herds, with an incidence rate ratio (IRR) of 0.77 (95% CI: 0.67-0.89). Youngstock and calf mortality in fully and timely vaccinated herds did not significantly differ from the period herds were classified as BTV-3 free. During the BTV-3 epidemic in 2024 in unvaccinated herds, postnatal calf mortality (≤14 d old) increased with an IRR of 1.58 (95% CI: 1.49-1.67), preweaning calf mortality (15-55 d old) with an IRR of 1.28 (95% CI: 1.17-1.40), weaned calf mortality (56 d-1 yr old) with an IRR of 1.22 (95% CI: 1.08-1.38), and youngstock mortality increased with an IRR of 1.53 (95% CI: 1.32-1.76) compared with the period in which herds were classified as BTV-3 free. In addition, fully and timely vaccinated herds without naturally acquired antibodies had a 1.00 kg higher milk production per cow per day (95% CI: 0.40-1.61), and fully and timely vaccinated herds with high naturally acquired antibody levels had a 1.23 kg higher milk pr
2023年,荷兰出现蓝舌病血清型3 (BTV-3),导致到2024年春季,动物中BTV抗体的流行率达到19%。这突出了疫苗接种的迫切需要,疫苗接种于2024年5月开始提供。尽管如此,BTV-3在整个2024年广泛传播,导致农民认为疫苗接种无效。利用来自牛监测系统的关键健康参数的高质量普查数据来评估2024年流行期间BTV-3疫苗接种的影响。从2020年1月到2024年9月,可获得约13500头奶牛的数据。数据包括死亡率、产奶量、2024年春季BTV-3抗体状况和BTV-3疫苗接种状况。根据猪群BTV-3状态(无抗体、低或高抗体水平)结合猪群疫苗接种状况(如未接种疫苗、充分但不及时接种疫苗或充分及时接种疫苗)对猪群进行分类,以确定2024年BTV-3流行开始时猪群对BTV-3的易感程度。及时接种疫苗的定义是在BTV-3病毒开始在牧群所在地区传播之前完全完成牧群免疫。采用广义估计方程进行分析,以每年龄类别牛的4周移动平均死亡率或平均每周产奶量(kg/奶牛/d)为因变量。将2024年BTV-3流行期间接种疫苗的牛群的死亡率和产奶量与(i) BTV-3尚未出现期间和(ii) BTV-3流行期间未接种疫苗的牛群的死亡率和产奶量进行比较。其他解释变量包括畜群规模、地点(省)、季节、几种地方病的畜群健康状况和时间趋势。牧群和周作为时间序列变量。与无btv -3年的死亡率相比,所有奶牛(≥2岁)的死亡率显著增加。然而,在2024年BTV-3流行期间,充分和及时接种疫苗的猪群死亡率明显低于未接种疫苗的猪群,发病率比(IRR)为0.77 (95% CI: 0.67-0.89)。充分和及时接种疫苗的牛群的幼畜和小牛死亡率与未接种BTV-3的牛群没有显著差异。在2024年未接种BTV-3的畜群中,与未接种BTV-3的畜群相比,出生后犊牛死亡率(≤14天)增加,IRR为1.58 (95% CI: 1.49-1.67),断奶前犊牛死亡率(15-55天)增加,IRR为1.28 (95% CI: 1.17-1.40),断奶犊牛死亡率(56天-1岁)增加,IRR为1.22 (95% CI: 1.08-1.38),幼牛死亡率增加,IRR为1.53 (95% CI: 1.32-1.76)。此外,没有自然获得性抗体的完全及时接种的牛群每头奶牛每天的产奶量增加了1.00 kg (95% CI: 0.40-1.61),而具有高自然获得性抗体水平的完全及时接种的牛群每头奶牛每天的产奶量比具有类似抗体状态的未接种的牛群高1.23 kg (95% CI: 0.63-1.91)。综上所述,荷兰在2024年对牛进行了充分和及时的疫苗接种后,疫苗接种显著减轻了BTV-3的影响。
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引用次数: 0
Efficient utilization of compound oligosaccharides by Lactobacillus paracasei ProSci-92 and their application in fermented milk. 副干酪乳杆菌ProSci-92对复合寡糖的高效利用及其在发酵乳中的应用
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27993
Shuaisen Gao, Peng Liu, Shiyin Huang, Hongyang Li, ShiJia Shen, Hua Wang, Minjia Li, Jie Yu

Prebiotics promote the proliferation and colonization of probiotics in the intestine; therefore, synergistic application of probiotics and functional oligosaccharides can confer significant health benefits to the host. This study optimized a complex prebiotic combination that enhanced the growth of Lactobacillus paracasei ProSci-92 by measuring the optical density at 600 nm, pH, and viable cell counts. Through response surface optimization, the optimal ratio was determined to be 1.959% trehalose, 1.029% inulin, and 1.582% fructooligosaccharides. Under these conditions, cell density reached 1.629 ± 0.012, and the viable cell count was (6.5 ± 0.28) × 109 cfu/mL, representing increases of 12.3% and 1.67-fold, respectively, compared with the de Man, Rogosa, and Sharpe agar medium control group. The optimized compound was subsequently applied to fermented milk; its rheological properties, texture characteristics, and viable bacterial counts were analyzed using sucrose as the control. The results show that the compound group coagulated 1 h earlier than did the sucrose control, and exhibited higher elasticity and viscosity coefficients. During the 28-d storage period, the pH decreased gradually (final value: 4.16), titratable acidity remained low (final value: 102°T [degrees of titratable acidity]), viable bacterial count remained above 108 cfu/mL, and water-holding capacity averaged 65.86%. Moreover, both textural attributes and sensory evaluation scores improved significantly. Metabolomic analysis identified 87 differential metabolites between the PC92-Oli (experimental) group and the PC92-Suc (control) group, which were primarily associated with the ABC transport system, AA biosynthesis, and carbon metabolism pathways. The compound oligosaccharide mixture activated specific metabolic pathways in the strain, promoted the synthesis of functional metabolites, inhibited fatty acid production, and accelerated extracellular polysaccharide synthesis. These findings provide a strong scientific basis for enhancing the product development and functional properties of probiotic fermented milk, and offer innovative perspectives and strategies for improving its production and storage characteristics.

益生元促进肠道内益生菌的增殖和定植;因此,益生菌和功能性低聚糖的协同应用可以给宿主带来显著的健康益处。本研究通过测量600 nm光密度、pH值和活细胞计数,优化了复合益生元组合,促进了副干酪乳杆菌ProSci-92的生长。通过响应面优化,确定最佳配比为海藻糖1.959%、菊糖1.029%、低聚果糖1.582%。在此条件下,细胞密度达到1.629±0.012,活细胞数为(6.5±0.28)× 109 cfu/mL,分别比de Man、Rogosa和Sharpe琼脂培养基对照组增加了12.3%和1.67倍。将优化后的化合物应用于发酵乳;以蔗糖为对照,分析其流变性能、质构特性和活菌数。结果表明,与蔗糖对照相比,复合基团凝固时间提前1 h,弹性系数和黏度系数均较高。28 d贮藏期间,pH值逐渐降低(终值4.16),可滴定酸度保持较低(终值102°T[可滴定酸度度]),活菌数保持在108 cfu/mL以上,持水量平均为65.86%。纹理属性和感官评价得分均有显著提高。代谢组学分析发现,PC92-Oli(实验组)和PC92-Suc(对照组)之间存在87种代谢物差异,这些代谢物主要与ABC转运系统、AA生物合成和碳代谢途径有关。复合寡糖混合物激活了菌株的特定代谢途径,促进了功能性代谢物的合成,抑制了脂肪酸的产生,加速了胞外多糖的合成。这些研究结果为提高益生菌发酵乳的产品开发和功能特性提供了有力的科学依据,并为改善益生菌发酵乳的生产和储存特性提供了创新的视角和策略。
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引用次数: 0
Establishing age-specific reference intervals for peripheral blood lymphocyte counts in lactating Holstein dairy cows using Gaussian finite mixture models and characterizing persistent lymphocytosis. 利用高斯有限混合模型建立泌乳荷斯坦奶牛外周血淋巴细胞计数的年龄特异性参考区间,并表征持续性淋巴细胞增多症。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27389
K G Solano-Suarez, J C Arango-Sabogal, C Bédard, J P Roy, S Dufour

Lymphocyte count (LC) is an important hematological parameter in dairy cows. Historical studies establishing LC reference intervals often included cows that were not tested for bovine leukosis virus (BLV). As a result, BLV-infected cows showing subclinical lymphocytosis were possibly included in those studies, leading to higher LC reference intervals. Because BLV (among other pathogens or processes) can cause persistent lymphocytosis, including BLV-infected cows when establishing LC reference intervals could lead to their overestimation. Our objectives were to propose updated LC reference intervals for Holstein cows and to estimate the most discriminant LC threshold for differentiating cows belonging to the low- versus high-LC distributions. We conducted a cross-sectional observational study to collected blood samples from 631 Holstein cows, irrespective of their BLV status, across 8 herds in Québec, Canada. Blood samples were analyzed on the day of collection to determine LC in 109 cells/L. Using Gaussian finite mixture models, we identified the 2 most probable Gaussian LC distributions representing healthy versus abnormal cows within the complete dataset (i.e., all sampled lactating cows analyzed together, regardless of age), and within 2 age groups: young (2-4 yr-old lactating cows) and older cows (>4-year-old lactating cows). We used the identified distributions to propose LC reference intervals for Holstein cows. Then, we determined the most discriminant LC thresholds to distinguish cows belonging to the low- versus high-LC distributions (the latter being presumed to be affected by either a short-term or chronic immunological alteration). To assess persistent lymphocytosis, we collected a second set of blood samples 4 mo later from cows with an initial LC ≥5.5 × 109 cells/L. The LC reference intervals were 1.5 to 5.5 × 109 cells/L in the complete dataset, and 1.9 to 6.0 and 1.6 to 4.5 × 109 cells/L, in young and older cows, respectively. The most discriminant LC thresholds were ≥5.5 × 109 cells/L in the complete dataset, ≥5.5 × 109 cells/L for young cows, and ≥4.5 ×  109 cells/L for older cows. The probability of belonging to the Gaussian LC distribution representing presumably abnormal values from cows affected by either a short-term or chronic immunological alteration increased markedly with increasing LC but was also high for cows with a very low LC (<1.5 × 109 cells/L). Persistent lymphocytosis was observed in 77% (49/64) of cows in the young group and 98% (55/56) of cows in the older group. The reference LC intervals proposed are lower than those reported in previous studies and reflect an expected age-related variation. The proposed LC thresholds provide a practical marker of chronic lymphocytosis.

淋巴细胞计数(LC)是奶牛重要的血液学指标。建立LC参考区间的历史研究通常包括未检测牛白血病病毒(BLV)的奶牛。因此,出现亚临床淋巴细胞增多的blv感染奶牛可能被纳入这些研究,从而导致更高的LC参考区间。由于BLV(与其他病原体或过程一起)可引起持续性淋巴细胞增多,包括BLV感染的奶牛在建立LC参考区间时可能导致其高估。我们的目标是为荷斯坦奶牛提出更新的LC参考区间,并估计区分低和高LC分布奶牛的最具判别性的LC阈值。我们进行了一项横断面观察研究,收集了631头荷斯坦奶牛的血液样本,无论其BLV状况如何,来自加拿大qusamubec的8个牛群。采集当日对血样进行分析,测定109个细胞/L的LC。使用高斯有限混合模型,我们确定了2个最可能的高斯LC分布,代表了完整数据集(即,所有取样的泌乳奶牛,无论年龄如何)中健康与异常奶牛的2个最可能的高斯LC分布,并在2个年龄组中:年轻(2-4岁的泌乳奶牛)和老年奶牛(40 -4岁的泌乳奶牛)。我们使用识别的分布来提出荷斯坦奶牛的LC参考区间。然后,我们确定了最具判别性的LC阈值,以区分属于低LC和高LC分布的奶牛(后者被认为受到短期或慢性免疫改变的影响)。为了评估持续性淋巴细胞增多症,我们在4个月后采集了初始LC≥5.5 × 109细胞/L的奶牛的第二组血液样本。完整数据集的LC参考区间分别为1.5 ~ 5.5 × 109 cells/L,犊牛和老牛的LC参考区间分别为1.9 ~ 6.0和1.6 ~ 4.5 × 109 cells/L。最具鉴别性的LC阈值为:完整数据集≥5.5 × 109 cells/L,犊牛≥5.5 × 109 cells/L,老牛≥4.5 × 109 cells/L。随着LC的增加,属于高斯LC分布的概率显著增加,而对于LC非常低(9个细胞/L)的奶牛来说,属于高斯LC分布的概率也很高。年轻组77%(49/64)和老年组98%(55/56)的奶牛出现持续性淋巴细胞增多。提出的参考LC区间低于以往研究报告,反映了预期的年龄相关变化。提出的LC阈值为慢性淋巴细胞增多症提供了一个实用的标记。
{"title":"Establishing age-specific reference intervals for peripheral blood lymphocyte counts in lactating Holstein dairy cows using Gaussian finite mixture models and characterizing persistent lymphocytosis.","authors":"K G Solano-Suarez, J C Arango-Sabogal, C Bédard, J P Roy, S Dufour","doi":"10.3168/jds.2025-27389","DOIUrl":"https://doi.org/10.3168/jds.2025-27389","url":null,"abstract":"<p><p>Lymphocyte count (LC) is an important hematological parameter in dairy cows. Historical studies establishing LC reference intervals often included cows that were not tested for bovine leukosis virus (BLV). As a result, BLV-infected cows showing subclinical lymphocytosis were possibly included in those studies, leading to higher LC reference intervals. Because BLV (among other pathogens or processes) can cause persistent lymphocytosis, including BLV-infected cows when establishing LC reference intervals could lead to their overestimation. Our objectives were to propose updated LC reference intervals for Holstein cows and to estimate the most discriminant LC threshold for differentiating cows belonging to the low- versus high-LC distributions. We conducted a cross-sectional observational study to collected blood samples from 631 Holstein cows, irrespective of their BLV status, across 8 herds in Québec, Canada. Blood samples were analyzed on the day of collection to determine LC in 10<sup>9</sup> cells/L. Using Gaussian finite mixture models, we identified the 2 most probable Gaussian LC distributions representing healthy versus abnormal cows within the complete dataset (i.e., all sampled lactating cows analyzed together, regardless of age), and within 2 age groups: young (2-4 yr-old lactating cows) and older cows (>4-year-old lactating cows). We used the identified distributions to propose LC reference intervals for Holstein cows. Then, we determined the most discriminant LC thresholds to distinguish cows belonging to the low- versus high-LC distributions (the latter being presumed to be affected by either a short-term or chronic immunological alteration). To assess persistent lymphocytosis, we collected a second set of blood samples 4 mo later from cows with an initial LC ≥5.5 × 10<sup>9</sup> cells/L. The LC reference intervals were 1.5 to 5.5 × 10<sup>9</sup> cells/L in the complete dataset, and 1.9 to 6.0 and 1.6 to 4.5 × 10<sup>9</sup> cells/L, in young and older cows, respectively. The most discriminant LC thresholds were ≥5.5 × 10<sup>9</sup> cells/L in the complete dataset, ≥5.5 × 10<sup>9</sup> cells/L for young cows, and ≥4.5 ×  10<sup>9</sup> cells/L for older cows. The probability of belonging to the Gaussian LC distribution representing presumably abnormal values from cows affected by either a short-term or chronic immunological alteration increased markedly with increasing LC but was also high for cows with a very low LC (<1.5 × 10<sup>9</sup> cells/L). Persistent lymphocytosis was observed in 77% (49/64) of cows in the young group and 98% (55/56) of cows in the older group. The reference LC intervals proposed are lower than those reported in previous studies and reflect an expected age-related variation. The proposed LC thresholds provide a practical marker of chronic lymphocytosis.</p>","PeriodicalId":354,"journal":{"name":"Journal of Dairy Science","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147353081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lacto-N-neotetraose and Bifidobacterium longum ssp. infantis together shape the unique gut microbiota and metabolites of allergic mice. 乳酸-n -新四糖和长双歧杆菌。婴儿共同塑造了过敏小鼠独特的肠道微生物群和代谢物。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27877
Yi Shan, Xue Han, Yu Sun, Jiuyuan Wang, Yanfeng Qu

Food allergies are a major challenge in current healthcare. Probiotics and human milk oligosaccharides (HMO) are increasingly being used to address food allergies. However, the role of nonfucosylated neutral oligosaccharides in food allergies remains unclear. Moreover, HMO interact positively with probiotics, but the synergistic effects and underlying mechanisms of their combined action in alleviating food allergies remain poorly understood. Consequently, Bifidobacterium longum ssp. infantis (B. infantis), which exhibits the greatest capacity to use HMO, was chosen for this study. The effects of lacto-N-neotetraose (LNnT), B. infantis, and their combination on allergy was assessed using an ovalbumin (OVA)-induced allergic mouse model. The mechanisms underlying the alleviation of food allergies by LNnT + B. infantis were also investigated through genomics and metabolomics. The results demonstrated that LNnT and B. infantis exerted partial modulatory effects on allergic symptoms, BW, mast cell degranulation, cytokine levels, and immune cell populations in mice. Notably, the simultaneous administration of LNnT and B. infantis significantly outperformed the administration of either LNnT or B. infantis alone, indicating a synergistic effect. Furthermore, LNnT + B. infantis was found to alleviate intestinal injury. Gut microbiota analysis revealed that LNnT + B. infantis reduced the abundance of the allergy-associated bacterium Desulfovibrio and significantly increased the levels of beneficial bacteria, including Lactobacillus, Limosilactobacillus, and Blautia. The LNnT + B. infantis treatment also enhanced steroid hormone biosynthesis, ascorbate and aldarate metabolism, and nucleotide metabolism. Some substances in these pathways are produced by the gut microbiota and are linked to allergy amelioration. In conclusion, LNnT + B. infantis alleviates food allergies by modulating the gut microbiota and its associated metabolic functions in OVA mice.

食物过敏是当前医疗保健的一个主要挑战。益生菌和人乳寡糖(HMO)越来越多地被用于治疗食物过敏。然而,非集中中性低聚糖在食物过敏中的作用尚不清楚。此外,HMO与益生菌的相互作用是积极的,但它们在减轻食物过敏中的协同作用和潜在机制尚不清楚。因此,长双歧杆菌。婴儿(B. infantis)表现出最大的使用HMO的能力,被选择为本研究。采用卵清蛋白(OVA)诱导的过敏小鼠模型,评估乳-n -新四糖(LNnT)、B.婴儿及其联合使用对过敏的影响。通过基因组学和代谢组学研究了LNnT + b型婴儿减轻食物过敏的机制。结果表明,LNnT和B.婴儿对小鼠的过敏症状、体重、肥大细胞脱颗粒、细胞因子水平和免疫细胞群具有部分调节作用。值得注意的是,同时给药LNnT和b型婴儿明显优于单独给药LNnT或b型婴儿,表明协同效应。此外,还发现LNnT + B. infant可减轻肠道损伤。肠道菌群分析显示,LNnT +婴儿B.降低了与过敏相关的Desulfovibrio细菌的丰度,并显著增加了有益细菌的水平,包括乳酸杆菌、Limosilactobacillus和Blautia。LNnT + b型婴儿治疗也增强了类固醇激素的生物合成、抗坏血酸和醛酸盐代谢以及核苷酸代谢。这些途径中的一些物质是由肠道菌群产生的,与过敏的改善有关。综上所述,LNnT + B. infant通过调节OVA小鼠肠道菌群及其相关代谢功能来减轻食物过敏。
{"title":"Lacto-N-neotetraose and Bifidobacterium longum ssp. infantis together shape the unique gut microbiota and metabolites of allergic mice.","authors":"Yi Shan, Xue Han, Yu Sun, Jiuyuan Wang, Yanfeng Qu","doi":"10.3168/jds.2025-27877","DOIUrl":"https://doi.org/10.3168/jds.2025-27877","url":null,"abstract":"<p><p>Food allergies are a major challenge in current healthcare. Probiotics and human milk oligosaccharides (HMO) are increasingly being used to address food allergies. However, the role of nonfucosylated neutral oligosaccharides in food allergies remains unclear. Moreover, HMO interact positively with probiotics, but the synergistic effects and underlying mechanisms of their combined action in alleviating food allergies remain poorly understood. Consequently, Bifidobacterium longum ssp. infantis (B. infantis), which exhibits the greatest capacity to use HMO, was chosen for this study. The effects of lacto-N-neotetraose (LNnT), B. infantis, and their combination on allergy was assessed using an ovalbumin (OVA)-induced allergic mouse model. The mechanisms underlying the alleviation of food allergies by LNnT + B. infantis were also investigated through genomics and metabolomics. The results demonstrated that LNnT and B. infantis exerted partial modulatory effects on allergic symptoms, BW, mast cell degranulation, cytokine levels, and immune cell populations in mice. Notably, the simultaneous administration of LNnT and B. infantis significantly outperformed the administration of either LNnT or B. infantis alone, indicating a synergistic effect. Furthermore, LNnT + B. infantis was found to alleviate intestinal injury. Gut microbiota analysis revealed that LNnT + B. infantis reduced the abundance of the allergy-associated bacterium Desulfovibrio and significantly increased the levels of beneficial bacteria, including Lactobacillus, Limosilactobacillus, and Blautia. The LNnT + B. infantis treatment also enhanced steroid hormone biosynthesis, ascorbate and aldarate metabolism, and nucleotide metabolism. Some substances in these pathways are produced by the gut microbiota and are linked to allergy amelioration. In conclusion, LNnT + B. infantis alleviates food allergies by modulating the gut microbiota and its associated metabolic functions in OVA mice.</p>","PeriodicalId":354,"journal":{"name":"Journal of Dairy Science","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147353173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Thermal treatment of lactoferrin influences the physicochemical, structural, and functional characteristics of its ternary complexes with chlorogenic acid and pectin. 乳铁蛋白的热处理影响其与绿原酸和果胶的三元配合物的理化、结构和功能特性。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-28194
Fujun Liu, Zhiyao Ma, Jiayin Wang, Chuanrui Jiang, Wenfei Fu, Guanxin Xie, Yan Zhang, Mengxue Diao, Cuina Wang

Lactoferrin (LF) is a naturally occurring heat-sensitive globular glycoprotein that undergoes denaturation and aggregation during thermal treatment, thereby affecting its binding with other components. In this study we examined the impact of thermal treatment (50°C-90°C) of LF on the physicochemical, structural, and functional properties of self-assembled ternary complexes comprising LF, chlorogenic acid (CA), and low methoxyl pectin (LMP). At all heating temperatures, thermally treated LF exhibited enhanced particle size, turbidity, and zeta-potential compared with native LF​. Structural characterization revealed a pronounced reduction in α-helix content with thermal intensity, whereas SDS-PAGE patterns confirmed the onset of protein aggregation phenomena above 70°C. Thermally modified LF was assembled with CA and LMP under neutral pH to yield ternary complexes, which exhibited enhanced zeta-potential, greater turbidity, and increased fluorescence intensity with a characteristic redshift compared with those incorporating unheated LF. The emulsifying and foaming properties of ternary complexes were improved, whereas emulsifying and foaming stability decreased with increasing thermal treatment temperature. Although the antioxidant activity of ternary samples decreased when LF was heated, it still maintained a relatively high level (>70% for 2,2-diphenyl-1-picrylhydrazyl and >80% for 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) diammonium salt). Antibacterial activity of LF and ternary complexes decreased due to thermal treatment, yet they still retained the ability to inhibit Escherichia coli and Staphylococcus aureus. Collectively, these findings elucidate that thermal treatment of LF tailors the structural and functional properties of its ternary complexes with polyphenols and polysaccharides, enabling their rational design for specific food applications.

乳铁蛋白(LF)是一种天然存在的热敏球状糖蛋白,在热处理过程中发生变性和聚集,从而影响其与其他成分的结合。在这项研究中,我们研究了LF的热处理(50°C-90°C)对由LF、绿原酸(CA)和低甲氧基果胶(LMP)组成的自组装三元配合物的物理化学、结构和功能特性的影响。在所有加热温度下,热处理过的LF都比原生LF表现出更大的粒度、浊度和zeta电位。结构表征显示α-螺旋含量随热强度的增加而显著降低,而SDS-PAGE模式证实在70°C以上开始出现蛋白质聚集现象。与未加热的LF相比,热修饰的LF与CA和LMP在中性pH下组装得到的三元配合物具有增强的ζ电位,更大的浊度和更高的荧光强度,并具有典型的红移。随着热处理温度的升高,三元配合物的乳化和发泡性能得到改善,但乳化和发泡稳定性降低。虽然经LF加热后三元样品的抗氧化活性下降,但仍保持较高的抗氧化活性(2,2-二苯基-1-吡啶肼为>70%,2,2'-氮基-双(3-乙基苯并噻唑-6-磺酸)二铵盐为>80%)。LF和三元配合物的抑菌活性因热处理而下降,但仍保持对大肠杆菌和金黄色葡萄球菌的抑制能力。总的来说,这些发现阐明了LF的热处理可以调整其与多酚和多糖的三元配合物的结构和功能特性,使其能够合理设计用于特定食品应用。
{"title":"Thermal treatment of lactoferrin influences the physicochemical, structural, and functional characteristics of its ternary complexes with chlorogenic acid and pectin.","authors":"Fujun Liu, Zhiyao Ma, Jiayin Wang, Chuanrui Jiang, Wenfei Fu, Guanxin Xie, Yan Zhang, Mengxue Diao, Cuina Wang","doi":"10.3168/jds.2025-28194","DOIUrl":"https://doi.org/10.3168/jds.2025-28194","url":null,"abstract":"<p><p>Lactoferrin (LF) is a naturally occurring heat-sensitive globular glycoprotein that undergoes denaturation and aggregation during thermal treatment, thereby affecting its binding with other components. In this study we examined the impact of thermal treatment (50°C-90°C) of LF on the physicochemical, structural, and functional properties of self-assembled ternary complexes comprising LF, chlorogenic acid (CA), and low methoxyl pectin (LMP). At all heating temperatures, thermally treated LF exhibited enhanced particle size, turbidity, and zeta-potential compared with native LF​. Structural characterization revealed a pronounced reduction in α-helix content with thermal intensity, whereas SDS-PAGE patterns confirmed the onset of protein aggregation phenomena above 70°C. Thermally modified LF was assembled with CA and LMP under neutral pH to yield ternary complexes, which exhibited enhanced zeta-potential, greater turbidity, and increased fluorescence intensity with a characteristic redshift compared with those incorporating unheated LF. The emulsifying and foaming properties of ternary complexes were improved, whereas emulsifying and foaming stability decreased with increasing thermal treatment temperature. Although the antioxidant activity of ternary samples decreased when LF was heated, it still maintained a relatively high level (>70% for 2,2-diphenyl-1-picrylhydrazyl and >80% for 2,2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) diammonium salt). Antibacterial activity of LF and ternary complexes decreased due to thermal treatment, yet they still retained the ability to inhibit Escherichia coli and Staphylococcus aureus. Collectively, these findings elucidate that thermal treatment of LF tailors the structural and functional properties of its ternary complexes with polyphenols and polysaccharides, enabling their rational design for specific food applications.</p>","PeriodicalId":354,"journal":{"name":"Journal of Dairy Science","volume":" ","pages":""},"PeriodicalIF":4.4,"publicationDate":"2026-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147353236","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An intensified nutrition program for dairy calves: Effects on growth and subsequent milk production. 奶牛犊牛强化营养方案:对生长和随后产奶量的影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-28038
J K Drackley, B C Pollard, H M Dann, J A Stamey

The objective of this study was to compare growth and future milk production of Holstein calves fed either an intensified liquid feeding program (INT; n = 32) or a conventional early weaning program (CON; n = 33). At 3 d of age, female Holstein calves in individual hutches were assigned to CON (milk replacer [22% CP, 20% fat] plus starter [18% CP, as fed]) or INT (milk replacer [28% CP, 20% fat] plus starter [22% CP, as fed]). In yr 1, 12 calves on CON and 11 calves on INT were used, whereas in yr 2, there were 21 calves on each treatment. For CON, calves were fed a constant amount of milk replacer (1.25% of birth weight as powder) through wk 4, were fed one-half of that amount during wk 5, and were weaned at the end of wk 5. For INT, calves were fed milk replacer at 2% of BW during wk 1 and 2.5% of BW during wk 2 to 5 (adjusted weekly in yr 1, held constant in yr 2). During wk 6, calves were fed half the amount offered during wk 5 and were weaned at the end of wk 6. After wk 8, calves were housed together by treatment in superhutches through wk 12. Total milk replacer consumed was greater for INT compared with CON, but CON consumed greater amounts of calf starter over the 8 wk trial. Body weight, withers height, body length, and heart girth were increased during the milk-fed period and through wk 8. Average daily gain was greater for INT at wk 4, at weaning, and at wk 8. Gain to feed ratio was greater for INT than CON. By wk 12, there was no difference in BW between groups. Calving BW and age at first calving were not different between groups. Primiparous cows that were fed INT as calves produced 1,048 kg more milk than CON herdmates. Production of milk protein also was greater for INT, but milk fat did not differ between groups. In conclusion, feeding more milk replacer to calves resulted in greater early growth, but that was not maintained through 12 wk. Regardless, primiparous cows fed INT as calves produced more milk and milk protein than those fed CON.

本研究的目的是比较饲喂强化液体喂养计划(INT, n = 32)和常规早期断奶计划(CON, n = 33)的荷斯坦犊牛的生长和未来产奶量。在3日龄时,将单独饲养的荷斯坦母犊牛分为CON组(代乳剂[22%粗蛋白质,20%脂肪]+发酵剂[18%粗蛋白质,以饲料形式])和INT组(代乳剂[28%粗蛋白质,20%脂肪]+发酵剂[22%粗蛋白质,以饲料形式])。在第1年,12头小牛使用CON, 11头小牛使用INT,而在第2年,每个处理有21头小牛。对于CON,犊牛在第4周前饲喂等量的代乳粉(占出生体重的1.25%),在第5周饲喂该量的一半,并在第5周结束时断奶。对于INT,犊牛在第1周和第2至第5周分别以2%和2.5%的体重添加代乳粉(第1年每周调整一次,第2年保持不变)。在第6周,犊牛的饲料量为第5周的一半,并在第6周结束时断奶。第8周后,小牛在超级笼子里一起饲养,直到第12周。在8周的试验中,对照组消耗的犊牛发酵剂总量大于对照组,但对照组消耗的犊牛发酵剂量更多。在母乳喂养期间和第8周,体重、肩高、体长和心围均有所增加。在第4周、断奶和第8周,INT的平均日增重更大。对照组增重比大于对照组。12周时,各组体重无显著差异。组间产犊体重和初产犊龄无显著差异。用INT喂养的初产奶牛产奶量比用CON喂养的奶牛多1048公斤。INT组的乳蛋白产量也更高,但乳脂肪在各组之间没有差异。综上所述,犊牛饲粮中添加更多的代乳剂有利于犊牛的早期生长,但这种情况在12周内无法维持。无论如何,在犊牛阶段饲喂INT的初产奶牛比饲喂CON的初产奶牛产奶量和乳蛋白更多。
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引用次数: 0
Hoof lesion detection in lactating Holsteins: Part II. Development and on-farm validation of a predictive classification model using autonomous camera system data compared to passive surveillance. 哺乳期荷斯坦奶牛蹄损检测:第二部分。与被动监控相比,使用自主相机系统数据开发并在农场验证预测分类模型。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-03-02 DOI: 10.3168/jds.2025-27832
D Swartz, A Rendahl, G Cramer
<p><p>Hoof lesion detection remains a challenge in lameness management on dairy farms. Recent studies have proposed locomotion score (LS)-based thresholds using an autonomous camera system (AUTO), which generates BCS and LS. However, these thresholds have limited ability to distinguish affected cows. In the first phase, the primary objective was to develop and tune classification models optimized for the F<sub>0.5</sub> scores, which emphasize positive predictive value (PPV) over sensitivity. In the second phase, which was a prospective, live implementation design, the primary objective was to evaluate the positive classifications generated by the top-performing approach identified in phase 1, with a secondary objective of comparing its PPV to that of the farm's existing passive surveillance approach, defined as on-farm identification of cows for hoof trimming independent of structured locomotion scoring. In phase 1, a total of 511 Holstein cows between 8 and 100 DIM with no typically treated hoof lesions and no more than one prior noninfectious lesion were enrolled from 2 sites. Cows were classified based on hoof trimming outcomes as typically treated (TT), which included hoof lesions typically requiring treatment (e.g., digital dermatitis, sole ulcer, white line disease), or as typically not treated (TNT), which included. Five machine learning algorithms incorporating AUTO BCS and LS, along with health and milk production data, were tuned and evaluated across multiple feature sets using cross-validation. For the on-farm evaluation, cows similar to the enrollment criteria were processed by the model, and those classified as positive were trimmed by the on-site hoof trimmer. The PPV was calculated against on-site hoof trimmer-reported nonhealthy outcomes and compared with PPV from cows flagged through passive surveillance using the same subset. During development, the top-performing model was a random forest model incorporating AUTO-derived BCS and LS features from the 14-d period before hoof trimming, selected based on the highest F<sub>0.5</sub> score (59.1), with PPV values of 100% (95% CI: 100, 100) in training and 92.3% (95% CI: 76.4, 100) in testing. During live implementation, this random forest model yielded a lower PPV of 13.7% (22/187; 95% CI: 9.9-17). Meanwhile, passive surveillance yielded a greater PPV of 48.6% (34/70; 95% CI: 40-57.9). Both passive surveillance and random forest identified a total of 78 cows with an outcome at hoof trimming. Of these, 12.8% (10/78) were flagged by both random forest and passive surveillance, 39.7% (31/78) by the random forest model only, and 47.4% (37/78) by passive surveillance only. Although the random forest model demonstrated lower PPV than passive surveillance, each approach identified cows that were not detected by the other. Although the model resulted in potentially more unnecessary trims, it also flagged cows that would have otherwise gone undetected. These findings highlight the potential
蹄损伤检测仍然是一个挑战,跛足管理的奶牛场。最近的研究提出了基于运动评分(LS)的阈值,该阈值使用自动相机系统(AUTO)生成BCS和LS。然而,这些阈值区分受感染奶牛的能力有限。在第一阶段,主要目标是开发和调整针对F0.5评分优化的分类模型,该模型强调阳性预测值(PPV)而不是敏感性。在第二阶段,这是一个前瞻性的现场实施设计,主要目标是评估第一阶段确定的表现最佳的方法产生的积极分类,次要目标是将其PPV与农场现有的被动监测方法进行比较,被动监测方法定义为独立于结构化运动评分的农场奶牛修剪蹄子的识别。在第一阶段,共有511头年龄在8 - 100 DIM之间的荷斯坦奶牛,这些奶牛没有经过常规治疗的蹄部病变,既往不超过1个非感染性病变。奶牛根据修剪蹄叶的结果被分类为典型治疗(TT),其中包括典型需要治疗的蹄叶病变(例如,指性皮炎、足底溃疡、白线病),或典型未治疗(TNT),其中包括。结合AUTO BCS和LS的五种机器学习算法,以及健康和牛奶生产数据,通过交叉验证对多个特征集进行了调整和评估。在农场评估中,模型对符合入组标准的奶牛进行处理,对阳性奶牛进行现场蹄修剪。PPV是根据现场修剪蹄报告的不健康结果计算的,并与使用同一子集通过被动监测标记的奶牛的PPV进行比较。在开发过程中,表现最好的模型是基于F0.5得分最高(59.1)选择的随机森林模型,该模型结合了马蹄修剪前14天的auto衍生BCS和LS特征,训练的PPV值为100% (95% CI: 100,100),测试的PPV值为92.3% (95% CI: 76.4, 100)。在实际实施过程中,该随机森林模型的PPV较低,为13.7% (22/187;95% CI: 9.9-17)。与此同时,被动监测的PPV更高,为48.6% (34/70;95% CI: 40-57.9)。被动监测和随机森林共确定了78头奶牛,结果是修剪蹄。其中,12.8%(10/78)被随机森林和被动监测标记,39.7%(31/78)被随机森林模型标记,47.4%(37/78)被被动监测标记。尽管随机森林模型显示出比被动监测更低的PPV,但每种方法都能识别出另一种方法没有检测到的奶牛。尽管该模型可能导致了更多不必要的修剪,但它也标记了本来不会被发现的奶牛。这些发现突出了该模型对蹄损伤检测的潜在补充价值;然而,增加不必要的修剪可能会增加成本或占用修剪能力,延迟对需要干预的奶牛的治疗。
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Journal of Dairy Science
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