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Isolation and functional characterization of Leuconostoc mesenteroides from camel milk with application in antioxidant-enhanced yogurt fermentation. 骆驼乳中肠系膜白菌的分离及功能鉴定及其在抗氧化剂增强酸奶发酵中的应用。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3168/jds.2025-27359
Xi Lu, Bingyan Zhang, Man Zhao, Rong Tang, Xiaocao Liu

This study established a systematic framework to isolate and functionally characterize lactic acid bacteria from camel milk collected in Western China, targeting strains exhibiting robust antioxidant properties. Among 199 isolates, Leuconostoc mesenteroides C8 exhibited high oxidative stress tolerance and superior antioxidant activity. Its incorporation into yogurt fermentation significantly improved product stability and antioxidant retention during 21-d storage, even under light and thermal stress. This dual-level validation-from functional screening to food system application-highlights C8's functional potential and positions camel milk-derived probiotics as valuable resources for developing antioxidant-enriched, value-added fermented dairy products.

本研究建立了一个系统的框架,从中国西部收集的骆驼奶中分离和功能表征乳酸菌,针对具有强大抗氧化性能的菌株。199株中,肠系膜白菌C8表现出较高的氧化应激耐受性和较强的抗氧化活性。将其加入酸奶发酵中,即使在光和热胁迫下,也能显著提高产品的稳定性和抗氧化能力。从功能筛选到食品系统应用的双重验证突出了C8的功能潜力,并将骆驼奶衍生的益生菌作为开发富含抗氧化剂的增值发酵乳制品的宝贵资源。
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引用次数: 0
Evaluation of body weight prediction equations and development of morphological models for day-old beef-on-dairy calves. 日龄犊牛体重预测方程的评价及形态模型的建立。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3168/jds.2025-27606
C Velasquez, L M Campos, D A Vesga, J M V Pereira, F C Ferreira, C C Fantini, X Yang, P H V Carvalho

This study aimed to evaluate the performance of published equations for estimating the BW of day-old beef × dairy (B × D) male calves based on morphological measures, and to develop, test, evaluate, cross-evaluate, and validate BW-predictive equations using body morphological measurements. Three hundred twenty B × D male calves were enrolled upon arrival at the calf-raising facility, and morphological measurements such as BW, heart girth (HG), hip height (HH), and hoof circumference (HC) were recorded from each calf within the first 24 h of life. Forty-six published peer-reviewed equations were evaluated against the development dataset using root mean squared error (RMSE), concordance correlation coefficient (CCC), and mean squared error decomposition (mean bias, slope bias, and residual error) to assess agreement between observed and predicted BW. Moreover, 3 linear equations were developed using a forward selection criterion for HG (Equation 1), HG and HH (Equation 2), and HG, HH, and HC (Equation 3). In addition to linear models, evaluation of quadratic, cubic, and exponential models was assessed to determine the relationship between BW and morphological traits. Among the tested models, the linear equation proved more effective and simpler than the quadratic, cubic, and exponential models and was ultimately selected for validation. Overall, 76% of the published equations demonstrated poor agreement with observed BW, as indicated by an average CCC (0.49) and an average BW RMSE of 107.00 kg. An additional 17% of the published equations achieved moderate agreement, with average CCC values between 0.50 and 0.60 and an RMSE for BW of 6.20 kg; only 7% (the top-performing published equations) had CCC values greater than 0.60 and an RMSE for BW of 4.50 kg. All 3 developed equations exhibit greater predictive performance than 43 (93%) of the published equations, with an average CCC of 0.75 and an RMSE for BW of 3.50 kg. Cross-evaluation of the 3 developed equations demonstrated moderate to high BW-predicting performance (RMSE = 3.80 kg; CCC = 0.74). The validation assessment using an independent dataset of 176-d-old B × D male calves that only included HG as a morphological measurement indicated that the HG equation (Equation 1) had a moderate to high performance (RMSE = 3.80 kg; CCC = 0.64) in predicting the BW of day-old B × D male calves. Thus, indicating that this developed equation (Equation 1) can be applied as an on-farm tool to predict the BW of day-old B × D male calves.

本研究旨在评估已发表的基于形态测量的日龄牛×乳(B × D)雄性犊牛体重预测方程的性能,并开发、测试、评估、交叉评估和验证基于身体形态测量的体重预测方程。320头B × D雄性小牛在到达小牛饲养设施后被登记,并在出生后24小时内记录了每头小牛的体重、心脏围(HG)、臀高(HH)和蹄围(HC)等形态学测量。针对开发数据集,使用均方根误差(RMSE)、一致性相关系数(CCC)和均方误差分解(平均偏差、斜率偏差和残差)对46个已发表的同行评审方程进行评估,以评估观察到的体重与预测的体重之间的一致性。此外,利用正向选择标准建立了HG(式1)、HG和HH(式2)以及HG、HH和HC(式3)的3个线性方程。除了线性模型外,还评估了二次模型、三次模型和指数模型,以确定体重与形态性状之间的关系。在被测试的模型中,线性方程被证明比二次、三次和指数模型更有效、更简单,最终被选择进行验证。总体而言,76%的已发表方程显示与观察到的体重不一致,如平均CCC(0.49)和平均体重RMSE (107.00 kg)所示。另外17%的已发表方程达到了中等程度的一致性,平均CCC值在0.50和0.60之间,体重的RMSE为6.20 kg;只有7%(表现最好的已发表方程)的CCC值大于0.60,体重的RMSE为4.50 kg。所有3个开发的方程都比43个(93%)已发表的方程表现出更高的预测性能,平均CCC为0.75,体重的RMSE为3.50 kg。对3个建立的方程进行交叉评价,结果显示中等到较高的体重预测性能(RMSE = 3.80 kg; CCC = 0.74)。利用176 D龄B × D雄性犊牛独立数据集(仅将HG作为形态学测量指标)进行的验证性评估表明,HG方程(式1)在预测日龄B × D雄性犊牛体重方面具有中到高性能(RMSE = 3.80 kg; CCC = 0.64)。由此可见,所建立的方程(式1)可作为预测日龄B × D雄性犊牛体重的现场工具。
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引用次数: 0
Fermentation and metabolic profiling of brown fermented milk co-fermented with Lactobacillus helveticus H11 and PYS-010. 与helveticus Lactobacillus H11和PYS-010共发酵的棕色发酵乳的发酵和代谢分析。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3168/jds.2025-27237
Jianli Li, Qian Wang, Chunle Tian, Yaxin Zhao, Sheng Zhang, Yongfu Chen

Co-fermentation using functional lactic acid bacteria strains provides a promising approach to improve the quality and health benefits of fermented dairy products. This study examined the effects of the commercial starter PYS-010 (containing Streptococcus salivarius ssp. thermophilus and Lactobacillus delbrueckii ssp. bulgaricus) and stabilizer on the physicochemical properties and metabonomics of brown fermented milk prepared using Lactobacillus helveticus H11, and the changes of metabolic flavor during storage. The combination of L. helveticus H11 and PYS-010 significantly shortened fermentation time, improved viscosity, water-holding capacity, and texture, and showed peak angiotensin-converting enzyme inhibitory activity on d 7 and 14 of storage. Nontargeted metabolomics revealed that the addition of PYS-010 significantly changed the metabolism of amino acids and fatty acids fermented by a single L. helveticus H11 strain. Further dynamic monitoring of the group fermented using L. helveticus H11 with 0.5% stabilizer and 0.003% PYS-010 during storage revealed that W5S, W2W, sourness, and saltiness sensor responses could serve as indicators for storage duration. On d 21, the contents of arachidonic acid, butyric acid, and l-malic acid increased significantly. This study provides a comprehensive view on the fermentation characteristics and metabolic changes of L. helveticus H11 during co-fermentation with PYS-010.

利用功能性乳酸菌菌株进行共发酵为提高发酵乳制品的质量和健康效益提供了一条很有前景的途径。本研究考察了含唾液链球菌的商业发酵剂PYS-010的效果。嗜热菌和德氏乳杆菌。研究了用helveticus乳酸菌H11制备棕色发酵乳的理化性质和代谢组学特征,以及贮藏过程中代谢风味的变化。L. helveticus H11与PYS-010的组合显著缩短了发酵时间,提高了其黏度、保水能力和质地,并在贮藏第7天和第14天出现了血管紧张素转换酶抑制活性的峰值。非靶向代谢组学研究表明,添加PYS-010显著改变了单株L. helveticus H11菌株发酵的氨基酸和脂肪酸代谢。进一步对添加0.5%稳定剂和0.003% PYS-010的L. helveticus H11发酵组在贮藏期间进行动态监测,发现W5S、W2W、酸味和咸味传感器响应可以作为贮藏时间的指标。第21天花生四烯酸、丁酸和l-苹果酸含量显著增加。本研究全面了解了L. helveticus H11与PYS-010共发酵过程中的发酵特性及代谢变化。
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引用次数: 0
Differential effects of follicle-stimulating hormone dosage on in vitro embryo production in high- and low-anti-Müllerian hormone Holstein heifers. 促卵泡激素剂量对高、低抗<s:1>勒勒激素荷斯坦母牛体外胚胎生产的差异影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3168/jds.2025-27587
Jessica C L Motta, Rodrigo V Sala, Cameron B Hayden, Daniela Pereira, Victor A Absalón-Medina, Juan F Moreno, Pablo J Ross, Alvaro García-Guerra

Female cattle with low-anti-Müllerian hormone (AMH) have fewer antral follicles and reduced in vitro embryo production (IVEP) potential than high-AMH females. In addition, granulosa cells of low-AMH females have a diminished responsiveness to FSH, despite elevated circulating FSH concentrations. However, AMH phenotype is generally not considered when establishing FSH dosage for ovarian superstimulation. Thus, this study aimed to assess the effect of FSH dosage on IVEP outcomes in high- and low-AMH female cattle. Pregnant Holstein heifers (~50 d of gestation) with high- (>331 pg/mL; n = 31) and low- (<192 pg/mL; n = 31) circulating AMH were enrolled at 2 different locations for experiment 1 and experiment 2, respectively. Heifers were assigned to receive 0, 280, or 525 IU of FSH in a crossover design at 14 d intervals. Follicular wave emergence was synchronized using follicular ablation and FSH treatments, comprising 4 decreasing doses administered 12 h apart, were initiated 36 h after follicular ablation. Cumulus oocyte complexes (COC) were retrieved using ovum pick-up (OPU) 40 h after the last FSH administration and subjected to IVEP. Data were analyzed using generalized linear mixed models and orthogonal polynomial contrasts. In high-AMH heifers, total follicles and COC increased in a linear FSH dose-dependent manner. Similarly, blastocyst percentage increased linearly with increasing FSH dose, resulting in a linear increase in blastocyst yield (0 IU: 2.8 ± 0.4; 280 IU: 4.9 ± 0.7; 525 IU: 6.5 ± 0.8). In low-AMH heifers, there was a quadratic effect of FSH dose on total follicles, whereby there was a greater increase in number of follicles between 0 and 280 IU of FSH than between 280 and 525 IU. Conversely, the number of COC increased linearly with increasing FSH dose. There was a quadratic effect of FSH dose on blastocyst percentage, whereby the blastocyst percentage increased between 0 and 280 IU of FSH but not between 280 and 525 IU. Nevertheless, the number of blastocysts produced increased linearly with FSH dose (0 IU: 2.0 ± 0.4; 280 IU: 3.8 ± 0.6; 525 IU: 4.8 ± 0.8). In conclusion, the administration of FSH before OPU enhances IVEP in both high- and low-AMH heifers in a dose-dependent manner. Notably, the FSH-driven improvement in oocyte developmental competence reached a threshold at 280 IU of FSH in low- but not high-AMH heifers, suggesting that the optimal FSH dosage to maximize IVEP efficacy may be less for low- than high-AMH phenotype heifers.

勒氏杆菌激素(AMH)水平低的母牛与AMH水平高的母牛相比,其窦卵泡较少,体外胚胎生成(IVEP)潜力降低。此外,低amh雌性的颗粒细胞对FSH的反应性降低,尽管循环FSH浓度升高。然而,在确定用于卵巢过度刺激的FSH剂量时,通常不考虑AMH表型。因此,本研究旨在评估FSH剂量对高和低amh雌性牛IVEP结果的影响。怀孕的荷斯坦小母牛(妊娠~50 d),高- (>331 pg/mL; n = 31)和低- (
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引用次数: 0
Effect of filtration temperature on rennet and acid coagulation properties of reconstituted micellar casein concentrates. 过滤温度对重组胶束酪蛋白浓缩物凝血酶和酸凝性能的影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3168/jds.2025-27505
Bozhao Li, Thomas C France, James A O'Mahony, John T Tobin, Surabhi Subhir, Megan M Ross, Alan L Kelly, Paul L H McSweeney

The rennet and acid coagulation properties of reconstituted micellar casein concentrate prepared using cold or warm microfiltration (MF), at similar casein contents, were investigated, with low-heat skim milk powder (LHSMP) as a control. The MF retentates had higher casein content (as % of total protein) compared with LHSMP, and heat-induced whey protein-casein aggregates were only present in LHSMP. All MF retentates showed shorter rennet coagulation times and higher gel strengths than LHSMP, which may be linked to lower levels of whey protein (either native or denatured). At similar casein contents, longer rennet coagulation times were evident for cold MF retentates compared with warm MF retentates, as the ratio of κ-CN as a function of total increased with the depletion of β-CN. In terms of acid-induced coagulation, all MF retentates coagulated at a pH >5, higher than the gelation pH of LHSMP (4.7-4.9), which was confirmed by microscopic and textural analysis. An inflection point (increase, followed by a decrease) in G' value was seen during the acidification of warm MF retentates, but not cold MF retentates; this may be related to structural rearrangements of the gel initiated by release of colloidal calcium phosphate and compacting of the structure of warm MF retentate gels as pH decreased. Both warm and cold MF retentates exhibited shorter rennet coagulation times, stronger rennet-induced gels and higher acid-induced gelation pH compared with LHSMP, which might influence their use for the manufacture of cheese or yogurt with tailored functionalities.

以低温脱脂奶粉(LHSMP)为对照,研究了在酪蛋白含量相近的情况下,冷微滤和温微滤制备的重组胶束酪蛋白浓缩物的凝乳和酸凝特性。与LHSMP相比,MF保留物的酪蛋白含量(占总蛋白的百分比)更高,热诱导乳清蛋白-酪蛋白聚集物仅存在于LHSMP中。与LHSMP相比,所有MF保留物显示出更短的凝血时间和更高的凝胶强度,这可能与乳清蛋白(天然或变性)水平较低有关。在酪蛋白含量相同的情况下,冷MF保留物的凝血时间明显长于温MF保留物,这是由于β-CN的减少使κ-CN与总凝血时间的比值增加。在酸致凝方面,所有MF保留物在pH为bbb50时凝固,高于LHSMP的凝胶pH(4.7-4.9),显微镜和结构分析证实了这一点。温温中温保留物在酸化过程中出现了G′值的拐点(先升高后降低),而冷温中温保留物在酸化过程中没有出现拐点;这可能与凝胶的结构重排有关,这是由胶体磷酸钙的释放引起的,并且随着pH的降低,热MF保留凝胶的结构被压实。与LHSMP相比,温的和冷的MF保留物都表现出更短的凝血时间,更强的凝血酶诱导凝胶和更高的酸诱导凝胶pH值,这可能会影响它们在生产具有定制功能的奶酪或酸奶中的使用。
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引用次数: 0
Evaluation of bioprotective potential of Bacillus species cell-free supernatant against Listeria species in cultured ingredient for application to cottage cheese. 芽孢杆菌无细胞上清液对白软干酪中李斯特菌的生物保护作用评价。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3168/jds.2025-27538
Sage Taylor, Joy Waite-Cusic

Listeria monocytogenes is a foodborne pathogen problematic for the dairy industry, prompting dairy manufacturers to seek antilisterial additives to reduce the risk in dairy products that support the survival and growth. Bacillus spp. have been explored as being potential producers of antilisterial metabolites to inhibit Listeria spp. Bacillus subtilis and Bacillus pumilus were cultured in a food-grade medium mimicking tryptic soy broth supplemented with yeast extract (FG-TSBYE) and processed into foamed cell-free supernatant (CFS-F) to produce a cultured ingredient. This cultured ingredient was evaluated for antilisterial activity in a 96-well broth assay against Listeria target strains (n = 3). Bacillus subtilis Y487 was found to completely inhibit growth of all 3 Listeria target strains, whereas B. pumilus strains (HD49A and VF0409D) produced inhibitory activity against 2 out of 3 strains. Bacillus CFS-F showed good reproducibility with no significant difference found between independent cultures on the same plate. Biological reproducibility was variable for Listeria strains in response to Bacillus CFS-F. Listeria monocytogenes WRLP42 showed some consistency of technical replication (same plate) and good biological replication (across plates), whereas Listeria innocua WRLP438 and L. monocytogenes WRLP96 showed high variability among technical replicates (same plate) and high variability among biological target replication (across plates). Cottage cheese was formulated with freeze-dried CFS-F (CFS-F-FD) and inoculated with Listeria target strains (n = 3) and stored at 7°C for 25 d. The CFS-F-FD from B. pumilus VF0409D and B. subtilis Y487 were effective in delaying the lag phase of L. monocytogenes WRLP96 in cottage cheese by 7 d; however, CFS-F-FD induced changes in the texture and appearance of the cottage cheese. This proof-of-concept study demonstrates the efficacy of Bacillus spp. cell-free supernatant as a potential Listeria control measure in dairy foods. Further research is necessary to optimize antilisterial production and cell-free supernatant processing to minimize product changes.

单核细胞增生李斯特菌是乳制品行业的食源性病原体,促使乳制品制造商寻求抗李斯特菌添加剂,以降低乳制品中支持生存和生长的风险。枯草芽孢杆菌(Bacillus subtilis)和短小芽孢杆菌(Bacillus pumilus)在添加酵母提取物(FG-TSBYE)的食品级培养基中培养,并将其加工成泡沫无细胞上清(CFS-F)以产生培养成分。96孔肉汤法测定该培养成分对李斯特菌目标菌株(n = 3)的抗李斯特菌活性。枯草芽孢杆菌Y487对3株李斯特菌均有完全抑制作用,矮芽孢杆菌HD49A和VF0409D对3株李斯特菌中的2株有抑制作用。芽孢杆菌CFS-F具有良好的重复性,在同一平板上独立培养间无显著差异。李斯特菌对芽孢杆菌CFS-F的生物重现性是可变的。单核增生李斯特菌WRLP42在技术复制(同一板)和生物复制(跨板)上表现出一定的一致性,而无瘤李斯特菌WRLP438和单核增生李斯特菌WRLP96在技术复制(同一板)和生物靶复制(跨板)上表现出高变异性。用冻干的cfs - fd (CFS-F- fd)配制白干酪,接种李斯特菌目标菌株(n = 3),在7℃下保存25 d。矮生芽孢杆菌VF0409D和枯草芽孢杆菌Y487的CFS-F- fd可有效延缓白干酪中单核细胞增生乳杆菌WRLP96的滞后期7 d;然而,CFS-F-FD引起了白干酪质地和外观的变化。这项概念验证研究证明了芽孢杆菌无细胞上清液作为乳制品中李斯特菌控制措施的潜在功效。进一步的研究需要优化抗李斯特菌生产和无细胞上清处理,以尽量减少产品的变化。
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引用次数: 0
A large, multisite investigation into the lipidomics of survival in dairy cows. 对奶牛存活脂质组学的一项大型、多地点调查。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-02 DOI: 10.3168/jds.2025-27687
David B Sheedy, Helen M Golder, Sergio C Garcia, Zhiqian Liu, Priyanka Reddy, Simone J Rochfort, Joanne E Hemsworth, Delphine E Vincent, Jennie E Pryce, Ian J Lean
<p><p>Identifying physiological determinants of dairy cow survival and their potential modulation by parity may reveal opportunities to improve herd health and longevity. This multisite, prospective, observational study investigated culling and mortality hazards using targeted lipidomic and standard metabolite assays. Blood samples, stratified by parity, were collected from 2 cow cohorts (1) dry and (2) peak-milk, from across 29 commercial Australian farms (14 pasture-based, 15 confinement-based). There were 717 nonlactating, late-pregnant, dry cows (∼27 d prepartum) and 794 peak-milk cows (∼58 DIM) sampled. A total of 186 lipid species (including glycerophospholipids, sphingomyelin, and triacylglycerols) and 11 routinely measured metabolites were evaluated. Sample cows were followed for an average of 693 d and exit reasons recorded. Competing risk survival models were used to estimate the cumulative incidence of culling and mortality by parity and cohort. Blood analytes were autoscaled within cohort and farm, controlling for farm-level effect on metabolites. Survival analysis was performed using an adaptive least absolute shrinkage and selection operator (LASSO) Cox full likelihood model that explored associations among blood analytes and hazards of removal, with a shared frailty of farm (accounting for farm-level baseline hazards), and 2 removal outcomes considered: culling (censoring: death, cull from farm accident, end of follow-up) and mortality (censoring: cull, death from farm accident, end of follow-up). Separate models were used to estimate survival outcome by cohort and parity groupings (first, second and third, and greater than third) or with parity as a categorical covariate. Due to high correlations, analyte data were reduced to 25 clusters using Ward's hierarchical clustering criterion. Bootstrapping of the LASSO variable selection procedure identified clusters with high selection frequency for use in the final model. The hazards and cumulative incidence of culling and mortality increased with parity. Glycerophospholipids with very-long-chain n-3 fatty acids were associated with reduced hazards of culling in parity 1 peak-milk cows (0.39 hazards ratio [HR]), whereas glycerophospholipids with n-3 α-linolenic acid were associated with reduced hazards of culling in parity >3 peak-milk cows (0.18 HR). Sphingomyelin with >C18 fatty acyl chains was associated with increased hazards of culling in parity >3 peak-milk cows (2.02 HR). Clusters containing the routinely evaluated analytes albumin, globulin, urea, magnesium, glucose, triglycerides, β-hydroxybutyric acid, bilirubin, and nonesterified fatty acid were associated with culling and mortality, consistent with their roles in health and reproduction. Lipids collected from dry cows were poor predictors of survival. Many novel plasma lipid targets for future research into survival of cattle were identified, with proinflammatory lipid profiles associated with increased risk of culling and m
确定奶牛生存的生理决定因素及其潜在的胎次调节可能揭示改善牛群健康和寿命的机会。这项多地点、前瞻性、观察性研究使用靶向脂质组学和标准代谢物分析调查了筛选和死亡率风险。血液样本按胎次分层,从澳大利亚29个商业农场(14个牧场,15个笼养农场)的2个奶牛队列(1)干乳和(2)峰乳)中收集。共有717头非哺乳期、妊娠晚期的干奶牛(预备期~ 27 d)和794头峰乳奶牛(~ 58 DIM)被取样。共评估了186种脂质(包括甘油磷脂、鞘磷脂和三酰基甘油)和11种常规测量的代谢物。样本奶牛的平均随访时间为693 d,并记录奶牛退出原因。采用竞争风险生存模型,按胎次和队列估计淘汰的累积发生率和死亡率。血液分析在队列和农场内自动缩放,控制农场水平对代谢物的影响。使用自适应最小绝对收缩和选择算子(LASSO) Cox全似然模型进行生存分析,该模型探讨了血液分析与移除风险之间的关系,并考虑了农场的共同脆弱性(考虑农场水平的基线风险),并考虑了2种移除结果:剔除(剔除:死亡,农场事故剔除,随访结束)和死亡率(剔除:剔除,农场事故死亡,随访结束)。单独的模型用于通过队列和平价分组(第一组、第二组、第三组和大于第三组)或将平价作为分类协变量来估计生存结果。由于高相关性,分析数据减少到25类使用沃德的分层聚类标准。LASSO变量选择过程的自举识别出在最终模型中使用的高选择频率的集群。随着胎次的增加,扑杀的危害和累积发生率和死亡率也在增加。含有超长链n-3脂肪酸的甘油磷脂与胎次1峰奶牛的淘汰风险降低相关(0.39风险比[HR]),而含有n-3 α-亚麻酸的甘油磷脂与胎次3峰奶牛的淘汰风险降低相关(0.18风险比[HR])。带b> C18脂肪酸酰基链的鞘磷脂与胎次bbbb3峰奶牛扑杀风险增加相关(2.02 HR)。含有常规评估分析物白蛋白、球蛋白、尿素、镁、葡萄糖、甘油三酯、β-羟基丁酸、胆红素和非酯化脂肪酸的簇与淘汰和死亡率相关,与它们在健康和繁殖中的作用一致。从奶牛身上采集的脂质不能很好地预测奶牛的存活率。许多新的血浆脂质靶标被确定,用于未来研究牛的生存,促炎脂质谱与扑杀和死亡风险增加有关。
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引用次数: 0
Sniffer position in an automated milking system affects the variability, repeatability, and consistent ranking of enteric methane emission measurements of dairy cows. 自动挤奶系统中的嗅探器位置影响奶牛肠道甲烷排放测量的可变性、可重复性和一致性排序。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-02 DOI: 10.3168/jds.2025-27302
Xiaoqi Ma, Susanna E Räisänen, Kai Wang, Meredith A Harrison, Scott Zimmerman, Mutian Niu
<p><p>Methane (CH<sub>4</sub>) sniffers integrated into automated milking systems (AMS) are increasingly deployed to collect high-resolution, large-scale CH<sub>4</sub> emission data from dairy cows. The objective of this study was to assess how sniffer nozzle placement in AMS affects enteric CH<sub>4</sub> measurements in dairy cows. Nine CH<sub>4</sub> sniffer units (SimpleScan; C-Lock Inc.) were installed inside the AMS (DeLaval VMS) to measure enteric CH<sub>4</sub> concentration (ppm), with intake nozzles arranged in a 3 × 3, 15-cm grid above the feed bin. They were labeled from the top left to the bottom right position: upper left (UL), upper center (UC), upper right (UR), middle left (ML), middle center (MC), middle right (MR), lower left (LL), lower center (LC), and lower right (LR). Concurrently, a GreenFeed system (GF; C-Lock Inc.) was placed inside the freestall barn to measure enteric CH<sub>4</sub> production (g/d) from the same animals. Data from 107 cows were collected for 154 d. Visit-level data were aggregated by calculating mean values for each cow at the daily, weekly, and biweekly levels. Considerable variation in sniffer-based CH<sub>4</sub> concentration measurements was observed at the visit level, with mean (±SD) values ranging from 214 ± 102.5 ppm to 673 ± 239.9 ppm. The CV among sniffers ranged from 35.7% (LC) to 53.1% (MR) at the visit level and from 24.0% (UR) to 35.5% (LR) at the biweekly level. The Pearson correlation between each sniffer and the GF were moderate (r<sub>p</sub> ranged from 0.25 [MR] to 0.49 [MC and LC]), with the central positions showing the strongest correlation. Stronger correlations (r<sub>p</sub> >0.80) among sniffers were predominantly observed between sniffers positioned vertically. Visit-level CH<sub>4</sub> emission data were analyzed using generalized additive mixed-effects models. Aggregated data at daily, weekly, and biweekly levels of each cow were analyzed using a linear mixed-effects model. The variance components from these models were extracted to calculate repeatability. Repeatability estimates based on visit-level data were 0.19 for GF, with the values for individual sniffers ranging from 0.16 (UR) to 0.40 (LC). For both GF and sniffers, repeatability improved substantially when averaging weekly, with LC and MC achieving high repeatability (>0.70). To assess the potential of sniffers to rank cows as high or low emitters, estimated random cow effects of each sniffer position and the GF were used to calculate Spearman's rank correlation coefficients. Low to moderate correlations were observed (r<sub>s</sub> ranged from 0.31 [MR] to 0.56 [MC]). The MC location showed the greatest potential to rank animals. Finally, the model-estimated systematic effects on CH<sub>4</sub> emission varied by sniffer locations, with LC and MC being able to consistently capture similar diurnal variations, as well as breed- and parity-specific effects on CH<sub>4</sub> emissions, comparable to those detect
集成到自动挤奶系统(AMS)中的甲烷(CH4)嗅探器越来越多地用于收集奶牛的高分辨率、大规模CH4排放数据。本研究的目的是评估在AMS中放置嗅探喷嘴对奶牛肠道CH4测量的影响。在AMS (DeLaval VMS)内安装了9个CH4嗅探装置(SimpleScan; C-Lock Inc.),用于测量肠道CH4浓度(ppm),进气喷嘴在进料仓上方按3 × 3, 15 cm的网格排列。从左上到右下依次标记:左上(UL)、中上(UC)、右上(UR)、左中(ML)、中上(MC)、右中(MR)、左下(LL)、中下(LC)、右下(LR)。同时,在独立式畜棚内放置GreenFeed系统(GF; C-Lock Inc.),以测量同一动物的肠道CH4产量(g/d)。收集了107头奶牛154 d的数据。通过计算每头奶牛每日、每周和双周水平的平均值来汇总访问水平数据。在访问水平上,基于嗅探器的CH4浓度测量值存在相当大的变化,平均值(±SD)范围为214±102.5 ppm至673±239.9 ppm。访访水平嗅探者的变异系数为35.7% (LC) ~ 53.1% (MR),两周水平嗅探者的变异系数为24.0% (UR) ~ 35.5% (LR)。每个嗅探器与GF之间的Pearson相关性为中等(rp范围为0.25 [MR]至0.49 [MC和LC]),中心位置的相关性最强。在垂直定位的嗅探器之间,主要观察到更强的相关性(rp >0.80)。采用广义加性混合效应模型对旅游水平CH4排放数据进行分析。使用线性混合效应模型分析每头奶牛每日、每周和双周水平的汇总数据。从这些模型中提取方差成分来计算重复性。基于访问水平数据的GF重复性估计为0.19,单个嗅探器的值为0.16 (UR)至0.40 (LC)。对于GF和嗅探器,当每周平均时,可重复性大大提高,LC和MC达到高可重复性(>0.70)。为了评估嗅探员对奶牛高排放或低排放进行排序的潜力,估计每个嗅探员位置的随机奶牛效应和GF用于计算Spearman等级相关系数。观察到低至中度相关性(rs范围为0.31 [MR]至0.56 [MC])。MC位置显示出对动物进行排名的最大潜力。最后,模型估计的对CH4排放的系统影响因嗅探器位置的不同而不同,LC和MC能够一致地捕获相似的日变化,以及对CH4排放的品种和胎次特异性影响,与GF检测到的影响相当。综上所述,在AMS中,不同位置的嗅探器测量CH4的可靠性、动物间变异性和排序相关性各不相同,位于牛口部附近的嗅探器是最可重复的。以GreenFeed为基准,嗅探者在根据CH4排放量对泌乳奶牛进行排名时表现出不同的不确定性,需要进一步调查。
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引用次数: 0
Classification of lameness in dairy cows using automatic milking system data and body condition score with machine learning. 利用自动挤奶系统数据和机器学习的身体状况评分对奶牛的跛行进行分类。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-02 DOI: 10.3168/jds.2025-27107
Sara Mondini, Giulia Gislon, Maddalena Zucali, Marta Pavolini, Luciana Bava, Alberto Tamburini, Anna Sandrucci

Lameness is a major welfare and productivity concern in dairy herds. This study investigated the influence of animal traits (parity, BCS) and environmental factors (farm, season) on locomotion score (LS) in lactating cows and assessed the impact of lameness on milking parameters using data from 3 Italian farms equipped with automatic milking systems (AMS). A total of 323 cows were evaluated biweekly for LS and BCS over 7 mo. The AMS data (n = 42,569 observations) were collected and analyzed with linear mixed models to assess relationships between LS and milking parameters. Multiple correspondence analysis was performed to explore variable associations, and a machine learning model (extreme gradient boosting) was trained to classify cows into 3 lameness classes. Cows in parity 3 or greater and thin cows showed significantly higher LS. Severely lame cows had reduced daily milk yield, fewer milkings per day, longer milking duration, and delayed milk flow, particularly in rear quarters. The machine learning algorithm, based on milking and cow-level features, achieved a balanced accuracy of 92% in classifying cows as nonlame, mildly lame, or severely lame. Shapley values revealed that BCS, parity, milk flow, and milking frequency were key predictive features. These findings confirm the potential of AMS and BCS data to support early detection of lameness. Integrating these data and machine learning offered an efficient approach to lameness monitoring without additional equipment.

跛足是奶牛群的主要福利和生产力问题。本研究利用意大利3个配备自动挤奶系统(AMS)的奶牛场的数据,研究了动物性状(胎次、BCS)和环境因素(农场、季节)对泌乳奶牛运动评分(LS)的影响,并评估了跛行对挤奶参数的影响。在7个月的时间里,共对323头奶牛每两周进行一次LS和BCS评估。收集AMS数据(n = 42,569个观察值)并使用线性混合模型进行分析,以评估LS与挤奶参数之间的关系。通过多重对应分析来探索变量之间的关联,并训练机器学习模型(极端梯度增强)将奶牛分为3个跛行类。胎次大于或等于3胎的奶牛和瘦弱奶牛的LS显著高于其他奶牛。严重跛牛的日产奶量减少,每天挤奶次数减少,挤奶时间延长,牛奶流动延迟,特别是在后方。该机器学习算法基于挤奶和奶牛级别的特征,在将奶牛分类为无跛、轻度跛和严重跛方面达到了92%的平衡准确率。Shapley值显示BCS、胎次、奶流量和挤奶频率是关键的预测特征。这些发现证实了AMS和BCS数据支持跛行早期检测的潜力。整合这些数据和机器学习提供了一种有效的跛行监测方法,而无需额外的设备。
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引用次数: 0
Effects of varying the human-edible fraction of concentrates offered on dairy cow performance and nutrient utilization. 不同浓缩物供人食用部分对奶牛生产性能和养分利用的影响。
IF 4.4 1区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-02 DOI: 10.3168/jds.2025-27281
A Cushnahan, A W Gordon, D E Lowe, C P Ferris

With the world's population expected to reach 9 billion by 2050, there are growing concerns about the increasing inclusion of human-edible (HE) feedstuffs in the diets of ruminant livestock. Two experiments (a smaller scale study involving late lactation cows and a larger scale study involving early lactation cows) examined the impact of varying the human-edible fraction (HEF) of the concentrate on the performance of dairy cows offered grass silage-based diets. Changes in HEF were achieved by replacing the cereal and soybean meal component of the concentrate with byproduct feed ingredients, including sugar beet pulp, rapeseed meal, and distillers dark grains. The ingredient composition of the concentrates offered was similar in both experiments. Experiment 1, a 2-treatment, 2-period (duration of 4 wk each) balanced changeover design experiment involved 20 mid lactation Holstein dairy cows (mean 157 DIM, SD 7.0). Diets were offered as a total mixed ration comprising grass silage and concentrates (65:35 DM ratio), with the concentrate component of the diet having either a low HEF (0.18HE) or a high HEF (0.54HE) on a fresh basis. In experiment 2, 32 early lactation Holstein cows (mean 50 DIM, SD 4.9) were used in a 3-period (4-wk duration) partial Latin square design study. Cows were offered grass silage supplemented with one of 4 concentrate types (12 kg/d) differing in the proportions of HE ingredients which were offered via an out-of-parlor feeding system. The HEF of these concentrates were 0.17, 0.28, 0.38, and 0.48 (fresh basis). Reducing the HEF of the concentrate in experiment 1 increased total DMI and milk yield and decreased milk fat and protein concentration, but had no effect on ECM yield. Decreasing the HEF of the concentrate had no effect on total feed conversion rate but improved edible food conversion rate (eFCR), (daily HE feed output per daily HE input), and net food production (NFP; daily HE feed output - daily HE input). In experiment 2, reducing the HEF of the concentrate tended to decrease feed intake, but increased milk yield and ECM yield. Decreasing the HEF of the concentrate had no effect on either milk fat or protein concentration but increased both milk fat and protein yield. Reductions in the HEF of the concentrate resulted in a linear decrease in the total SFA concentration of milk and a linear increase in the MUFA and PUFA content of milk. Total DM and OM digestibility coefficients showed a linear increase with increases in the HEF in the concentrate. Cows offered concentrate with a lower HEF had a higher eFCR and NFP. In conclusion, reducing the HEF of the concentrate component of grass silage-based diets by replacing cereals and soybean meal with byproduct feeds effectively improved human-edible feed conversion efficiency.

到2050年,世界人口预计将达到90亿,人们越来越关注反刍牲畜饲料中越来越多的人食用(HE)饲料。两项实验(一项涉及泌乳后期奶牛的小规模研究和一项涉及泌乳早期奶牛的大规模研究)检验了不同浓缩物的人类可食用部分(HEF)对饲喂草料基础日粮的奶牛生产性能的影响。通过用副产品饲料成分(包括甜菜浆、油菜籽粕和酒糟黑粒)替代浓缩物中的谷物和豆粕成分,实现了HEF的变化。在两个实验中提供的浓缩物的成分组成相似。试验1,2个处理、2个周期(每个周期4周)平衡转换设计试验,20头泌乳中期荷斯坦奶牛(平均DIM 157头,SD 7.0)。饲粮由草青贮料和精料组成(65:35 DM),精料成分在新鲜基础上具有低HEF (0.18HE)或高HEF (0.54HE)。试验2选用32头泌乳期早期荷斯坦奶牛(平均50头DIM, SD 4.9),进行3期(4周)部分拉丁方设计研究。奶牛饲喂草料青贮,外加4种精料中的一种(12 kg/d),精料中HE成分的比例不同,通过室外饲喂系统提供。这些浓缩物的HEF分别为0.17、0.28、0.38和0.48(新鲜基础)。试验1降低精料HEF可提高总DMI和产奶量,降低乳脂和蛋白质浓度,但对ECM产量无影响。降低精料HEF对饲料总转化率没有影响,但提高了食用饲料转化率(eFCR)、日HE饲料产量/日HE饲料投入)和净粮食产量(NFP;日HE饲料产量-日HE饲料投入)。试验2中,降低精料HEF有降低采食量的趋势,但提高了产奶量和泌乳率。降低浓缩饲料的HEF对乳脂和蛋白质浓度没有影响,但提高了乳脂和蛋白质产量。浓缩物HEF的降低导致牛奶中总SFA浓度呈线性下降,牛奶中多游离脂肪酸和多游离脂肪酸含量呈线性增加。总干物质和OM消化系数随浓缩物HEF的增加呈线性增加。HEF越低,eFCR和NFP越高。综上所述,以副产品饲料替代谷物和豆粕,降低草青贮型饲粮精料成分HEF,可有效提高人食用饲料的转化效率。
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引用次数: 0
期刊
Journal of Dairy Science
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