首页 > 最新文献

Journal of Dairy Research最新文献

英文 中文
Transcriptomic analysis reveals that prolactin modulates the β-casein synthesis mechanism in bovine mammary epithelial cells. 转录组分析发现催乳素可调节牛乳腺上皮细胞的β-酪蛋白合成机制。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-11-07 DOI: 10.1017/S0022029924000554
Yanying Zhang, Ziru Xu, Xiaoxue Wang, Xiaoming Hou, Yang Yang, Ying Liu, Ye Lin

This research communication screened and identified differentiated expressed genes in bovine mammary epithelial cells (BMECs) upon prolactin (PRL) stimulation. PRL of 5 μg/ml increased β-casein synthesis in BMECs with milk protein synthesis capacity. RNA sequencing (RNA-seq) was used to screen differentially expressed genes (DEGs). A total of 375 DEGs (165 up-regulated and 210 down-regulated) were identified between PRL-stimulated group and the control group. Gene ontology enrichment analysis showed that the up-regulated genes were primarily associated with cell functions, metabolic processes, and biological regulatory processes. Pathway enrichment analysis showed that the up-regulated genes were mainly enriched in JAK-STAT, Rap1, Ras and Notch signaling pathways, which are widely involved in cell proliferation, differentiation and milk component synthesis. This study provides an initial understanding of the changes in gene expression in BMECs with PRL-stimulation, as determined by RNA-seq transcriptomic analysis, thereby enhancing our knowledge of the molecular regulation of lactation metabolism.

本研究通讯筛选并确定了牛乳腺上皮细胞(BMECs)在催乳素(PRL)刺激下的分化表达基因。5 μg/ml的PRL增加了具有牛奶蛋白合成能力的BMECs的β-酪蛋白合成。利用 RNA 测序(RNA-seq)筛选差异表达基因(DEGs)。在 PRL 刺激组和对照组之间共鉴定出 375 个 DEGs(165 个上调,210 个下调)。基因本体富集分析表明,上调基因主要与细胞功能、代谢过程和生物调控过程有关。通路富集分析表明,上调基因主要富集在 JAK-STAT、Rap1、Ras 和 Notch 信号通路中,这些通路广泛参与细胞增殖、分化和乳汁成分合成。本研究通过RNA-seq转录组分析,初步了解了PRL刺激下BMECs基因表达的变化,从而加深了我们对泌乳代谢分子调控的认识。
{"title":"Transcriptomic analysis reveals that prolactin modulates the β-casein synthesis mechanism in bovine mammary epithelial cells.","authors":"Yanying Zhang, Ziru Xu, Xiaoxue Wang, Xiaoming Hou, Yang Yang, Ying Liu, Ye Lin","doi":"10.1017/S0022029924000554","DOIUrl":"10.1017/S0022029924000554","url":null,"abstract":"<p><p>This research communication screened and identified differentiated expressed genes in bovine mammary epithelial cells (BMECs) upon prolactin (PRL) stimulation. PRL of 5 μg/ml increased β-casein synthesis in BMECs with milk protein synthesis capacity. RNA sequencing (RNA-seq) was used to screen differentially expressed genes (DEGs). A total of 375 DEGs (165 up-regulated and 210 down-regulated) were identified between PRL-stimulated group and the control group. Gene ontology enrichment analysis showed that the up-regulated genes were primarily associated with cell functions, metabolic processes, and biological regulatory processes. Pathway enrichment analysis showed that the up-regulated genes were mainly enriched in JAK-STAT, Rap1, Ras and Notch signaling pathways, which are widely involved in cell proliferation, differentiation and milk component synthesis. This study provides an initial understanding of the changes in gene expression in BMECs with PRL-stimulation, as determined by RNA-seq transcriptomic analysis, thereby enhancing our knowledge of the molecular regulation of lactation metabolism.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142590630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Potential biomarkers for lameness and claw lesions in dairy cows: A scoping review. 奶牛跛足和爪伤的潜在生物标志物:范围审查。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-28 DOI: 10.1017/S0022029924000487
Mohammed B Sadiq, Siti Z Ramanoon, Rozaihan Mansor, Wan Mastura Shaik Mossadeq, Sharifah Salmah Syed-Hussain, Nurhusien Yimer, Ubedullah Kaka, Mokrish Ajat, Jesse Faez Firdaus Abdullah

One of the major challenges in lameness management is prompt detection, especially before visible gait disturbance. This scoping review describes the potential biomarkers for lameness in dairy cows reported in the literature, their relevance in lameness diagnosis, identifying cows at risk of developing claw lesions and monitoring recovery after treatment. Using specific keywords, a comprehensive literature search was performed in three databases: PubMed, Google Scholar and ScienceDirect to retrieve relevant articles published between 2010 and 2022. A total of 31 articles fulfilling the inclusion criteria were analysed. The categories of potential markers for lameness reported in the literature included acute phase proteins (APPs), nociceptive neuropeptides, stress hormones, proteomes, inflammatory cytokines and metabolites in serum, urine and milk. Cortisol, APPs (serum amyloid A and haptoglobin) and serum, urinary and milk metabolites were the most studied biomarkers for lameness in dairy cows. While APPs, nociceptive neuropeptides and blood cortisol analyses assisted in elucidating the pain and stress experienced by lame cows during diagnosis and after treatment, evidence-based data are lacking to support their use in identifying susceptible animals. Meanwhile, metabolomic techniques revealed promising results in assessing metabolic alterations occurring before, during and after lameness onset. Several metabolites in serum, urinary and milk were reported that could be used to identify susceptible cows even before the onset of clinical signs. Nevertheless, further research is required employing metabolomic techniques to advance our knowledge of claw horn lesions and the discovery of novel biomarkers for identifying susceptible cows. The applicability of these biomarkers is challenging, particularly in the field, as they often require invasive procedures.

跛足管理的主要挑战之一是及时发现,尤其是在出现明显的步态障碍之前。本范围综述介绍了文献中报道的奶牛跛足的潜在生物标志物、它们与跛足诊断的相关性、识别有发生爪伤风险的奶牛以及监测治疗后的恢复情况。利用特定的关键词,在三个数据库中进行了全面的文献检索:PubMed、Google Scholar 和 ScienceDirect,检索 2010 年至 2022 年间发表的相关文章。共分析了 31 篇符合纳入标准的文章。文献中报道的跛足潜在标记物类别包括急性期蛋白(APPs)、痛觉神经肽、应激激素、蛋白质组、炎症细胞因子以及血清、尿液和牛奶中的代谢物。皮质醇、APPs(血清淀粉样蛋白A和血红蛋白)以及血清、尿液和牛奶中的代谢物是研究最多的奶牛跛足生物标志物。虽然APPs、痛觉神经肽和血液皮质醇分析有助于阐明跛足奶牛在诊断期间和治疗后所经历的疼痛和压力,但缺乏循证数据来支持它们用于识别易感动物。同时,代谢组学技术在评估跛足发生前、发生期间和发生后的代谢变化方面取得了可喜的成果。据报道,血清、尿液和牛奶中的几种代谢物甚至可用于在临床症状出现之前识别易感奶牛。尽管如此,我们仍需利用代谢组学技术开展进一步研究,以增进我们对爪角病变的了解,并发现用于识别易感奶牛的新型生物标志物。这些生物标志物的适用性具有挑战性,尤其是在野外,因为它们通常需要侵入性程序。
{"title":"Potential biomarkers for lameness and claw lesions in dairy cows: A scoping review.","authors":"Mohammed B Sadiq, Siti Z Ramanoon, Rozaihan Mansor, Wan Mastura Shaik Mossadeq, Sharifah Salmah Syed-Hussain, Nurhusien Yimer, Ubedullah Kaka, Mokrish Ajat, Jesse Faez Firdaus Abdullah","doi":"10.1017/S0022029924000487","DOIUrl":"https://doi.org/10.1017/S0022029924000487","url":null,"abstract":"<p><p>One of the major challenges in lameness management is prompt detection, especially before visible gait disturbance. This scoping review describes the potential biomarkers for lameness in dairy cows reported in the literature, their relevance in lameness diagnosis, identifying cows at risk of developing claw lesions and monitoring recovery after treatment. Using specific keywords, a comprehensive literature search was performed in three databases: PubMed, Google Scholar and ScienceDirect to retrieve relevant articles published between 2010 and 2022. A total of 31 articles fulfilling the inclusion criteria were analysed. The categories of potential markers for lameness reported in the literature included acute phase proteins (APPs), nociceptive neuropeptides, stress hormones, proteomes, inflammatory cytokines and metabolites in serum, urine and milk. Cortisol, APPs (serum amyloid A and haptoglobin) and serum, urinary and milk metabolites were the most studied biomarkers for lameness in dairy cows. While APPs, nociceptive neuropeptides and blood cortisol analyses assisted in elucidating the pain and stress experienced by lame cows during diagnosis and after treatment, evidence-based data are lacking to support their use in identifying susceptible animals. Meanwhile, metabolomic techniques revealed promising results in assessing metabolic alterations occurring before, during and after lameness onset. Several metabolites in serum, urinary and milk were reported that could be used to identify susceptible cows even before the onset of clinical signs. Nevertheless, further research is required employing metabolomic techniques to advance our knowledge of claw horn lesions and the discovery of novel biomarkers for identifying susceptible cows. The applicability of these biomarkers is challenging, particularly in the field, as they often require invasive procedures.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Association of STAT1 gene with milk fat and protein yield in Holstein Friesian crossbred cattle maintained in the sub-tropical climate of India. 在印度亚热带气候条件下饲养的荷斯坦弗里斯兰杂交牛的 STAT1 基因与乳脂和蛋白质产量的关系。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-23 DOI: 10.1017/S0022029924000530
Anika Sharma, Simarjeet Kaur, Jaspreet Singh Arora, Neeraj Kashyap

Signal transducers and activators of transcription (STAT) genes are involved in signal mediation of various hormones and cytokines. STAT1 located on chromosome number 2 is involved in mammary gland development and is associated with milk composition traits in bovines. This study aimed to find any relationship and impact of STAT1/BspHI gene with milk fat and protein yields in a herd of Holstein Friesian (HF) crossbred cattle of sub-tropical climate of Northern India. Milk composition data of 535 adult HF crossbred cows for a period of 12 years was collected from the records maintained at Livestock Farm, Guru Angad Dev Veterinary and Animal Sciences University. First lactation data of 222 animals was chosen for further analysis. After data correction for non-genetic factors (season of calving, period of calving, interaction effect of season and period of calving and age at first calving) these animals were categorised into two groups based on corrected high and low milk fat and protein yields. Forty animals were then selected for blood collection and further laboratory analysis. Amplified using PCR-RFLP technique, the 314 bp STAT1 gene was digested using BspHI restriction enzyme. C-T polymorphism at nucleotide position 201 and 260 of the STAT1 amplicon was observed. At 201, for genotype AA and Aa, the genotypic frequencies were 0.80 and 0.20%. At 260, for genotype BB and Bb, the genotypic frequencies were 0.25 and 0.75%. Least square analysis showed a significant association of all genotypes with milk fat and protein yields. Hence, STAT1 can be used as a potential candidate gene to aid in better animal selection in breeding programmes.

信号转导和转录激活因子(STAT)基因参与各种激素和细胞因子的信号调解。位于第 2 号染色体上的 STAT1 参与乳腺发育,并与牛的牛奶成分特征有关。本研究旨在寻找 STAT1/BspHI 基因与印度北部亚热带气候条件下荷斯坦弗里斯兰(HF)杂交牛群中牛奶脂肪和蛋白质产量的关系和影响。从 Guru Angad Dev 兽医和动物科学大学畜牧场的记录中收集了 535 头成年荷斯坦弗里斯兰杂交牛 12 年间的牛奶成分数据。选取了 222 头奶牛的第一次泌乳数据进行进一步分析。在对非遗传因素(产仔季节、产仔期、产仔季节和产仔期的交互效应以及初产年龄)进行数据校正后,根据校正后的高乳脂率和低乳蛋白率将这些动物分为两组。然后选取 40 头动物进行采血和进一步的实验室分析。使用 PCR-RFLP 技术扩增 314 bp STAT1 基因,并使用 BspHI 限制性酶进行消化。在 STAT1 扩增片段的核苷酸位置 201 和 260 观察到 C-T 多态性。在 201 位,基因型 AA 和 Aa 的基因型频率分别为 0.80% 和 0.20%。在 260 位,基因型 BB 和 Bb 的基因型频率分别为 0.25% 和 0.75%。最小平方分析表明,所有基因型都与牛奶脂肪和蛋白质产量有显著关系。因此,STAT1 可作为潜在的候选基因,帮助在育种计划中更好地选择动物。
{"title":"Association of STAT1 gene with milk fat and protein yield in Holstein Friesian crossbred cattle maintained in the sub-tropical climate of India.","authors":"Anika Sharma, Simarjeet Kaur, Jaspreet Singh Arora, Neeraj Kashyap","doi":"10.1017/S0022029924000530","DOIUrl":"https://doi.org/10.1017/S0022029924000530","url":null,"abstract":"<p><p>Signal transducers and activators of transcription (STAT) genes are involved in signal mediation of various hormones and cytokines. STAT1 located on chromosome number 2 is involved in mammary gland development and is associated with milk composition traits in bovines. This study aimed to find any relationship and impact of STAT1/<i>BspHI</i> gene with milk fat and protein yields in a herd of Holstein Friesian (HF) crossbred cattle of sub-tropical climate of Northern India. Milk composition data of 535 adult HF crossbred cows for a period of 12 years was collected from the records maintained at Livestock Farm, Guru Angad Dev Veterinary and Animal Sciences University. First lactation data of 222 animals was chosen for further analysis. After data correction for non-genetic factors (season of calving, period of calving, interaction effect of season and period of calving and age at first calving) these animals were categorised into two groups based on corrected high and low milk fat and protein yields. Forty animals were then selected for blood collection and further laboratory analysis. Amplified using PCR-RFLP technique, the 314 bp STAT1 gene was digested using <i>BspHI</i> restriction enzyme. C-T polymorphism at nucleotide position 201 and 260 of the STAT1 amplicon was observed. At 201, for genotype AA and Aa, the genotypic frequencies were 0.80 and 0.20%. At 260, for genotype BB and Bb, the genotypic frequencies were 0.25 and 0.75%. Least square analysis showed a significant association of all genotypes with milk fat and protein yields. Hence, STAT1 can be used as a potential candidate gene to aid in better animal selection in breeding programmes.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Occurrence of antimicrobial resistance and class 1 integrons in Staphylococcus aureus isolated from bovine mastitis in China. 从中国牛乳腺炎中分离出的金黄色葡萄球菌的抗菌药耐药性和 1 类整合子的出现。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-15 DOI: 10.1017/S0022029924000566
Limei Zhang, Kai Liu, Jianming Deng, Hui Xu, Juyu Wang, Kuan Wang, Weijie Qu, Gang Liu, Xiaolong Gu

Integrons are important genetic elements that allow easy acquisition and dissemination of antimicrobial resistance genes. Studies reporting occurrence of integrons in Staphylococcus aureus (S. aureus) isolated from bovine mastitis in large dairy farms across China are scarce. The aim of this study was to investigate the occurrence of class 1 integrons (intI1), antimicrobial resistance (AMR) and associated genes in S. aureus isolated from bovine mastitis and their associations. Minimum inhibitory concentrations (MICs) were determined to evaluate the AMR phenotypes, whereas PCR was carried out to assess the occurrence of AMR genes and intI1. In addition, index cluster analysis was used to estimate associations between AMR phenotype, genotype and intI1 in 103 isolates. Overall, 83% of S. aureus were intI1-positive and 5 types of gene cassettes were detected. Susceptibility against single antimicrobial agents ranged from 0% (erythromycin), 12% (ampicillin) and 16% (penicillin G) to 96% (gentamicin). Most isolates (64%) were intermediate-resistant against erythromycin, whereas resistance against ceftriaxone (22%), clindamycin (4%), cefotaxime (2%), tetracycline (1%) and ciprofloxacin (1%) were relatively uncommon. The predominant resistant gene was blaZ gene (n = 88, 85%) followed by tetD gene (n = 85, 83%). With an estimated prevalence of 12% of the mecA gene, methicillin-resistant S. aureus isolates had higher MIC50 and MIC90 for majority of antimicrobials than methicillin-susceptible S. aureus isolates. Presence of the ermC gene was associated with erythromycin resistance. Ampicillin, erythromycin and penicillin G resistance were associated with intI1. The data presented in our study indicated that class 1 integron-mediated resistance possibly plays an important role in dissemination of AMR in S. aureus isolated from bovine mastitis.

整合子是重要的遗传元件,可使抗菌药耐药性基因易于获得和传播。在中国,从大型奶牛场牛乳腺炎中分离出的金黄色葡萄球菌(S. aureus)中出现整合子的研究报告很少。本研究旨在调查从牛乳腺炎中分离出的金黄色葡萄球菌中 1 类整合子(intI1)、抗菌药耐药性(AMR)和相关基因的发生及其关联。测定最低抑菌浓度(MIC)以评估 AMR 表型,而 PCR 则用于评估 AMR 基因和 intI1 的发生情况。此外,还使用指数聚类分析估计了 103 个分离物的 AMR 表型、基因型和 intI1 之间的关联。总体而言,83%的金黄色葡萄球菌为 intI1 阳性,检测到 5 种基因盒。对单一抗菌药物的敏感性从 0%(红霉素)、12%(氨苄西林)和 16%(青霉素 G)到 96%(庆大霉素)不等。大多数分离株(64%)对红霉素具有中等耐药性,而对头孢曲松(22%)、克林霉素(4%)、头孢他啶(2%)、四环素(1%)和环丙沙星(1%)的耐药性则相对较少。耐药基因主要是 blaZ 基因(88 个,占 85%),其次是 tetD 基因(85 个,占 83%)。耐甲氧西林金黄色葡萄球菌的mecA基因估计流行率为12%,与对甲氧西林敏感的金黄色葡萄球菌相比,耐甲氧西林金黄色葡萄球菌分离株对大多数抗菌药物的MIC50和MIC90都较高。ermC基因的存在与红霉素耐药性有关。氨苄西林、红霉素和青霉素 G 的耐药性与 intI1 有关。我们的研究数据表明,1类整合素介导的耐药性可能在从牛乳腺炎中分离出的金黄色葡萄球菌的AMR传播中发挥了重要作用。
{"title":"Occurrence of antimicrobial resistance and class 1 integrons in <i>Staphylococcus aureus</i> isolated from bovine mastitis in China.","authors":"Limei Zhang, Kai Liu, Jianming Deng, Hui Xu, Juyu Wang, Kuan Wang, Weijie Qu, Gang Liu, Xiaolong Gu","doi":"10.1017/S0022029924000566","DOIUrl":"https://doi.org/10.1017/S0022029924000566","url":null,"abstract":"<p><p>Integrons are important genetic elements that allow easy acquisition and dissemination of antimicrobial resistance genes. Studies reporting occurrence of integrons in <i>Staphylococcus aureus</i> (<i>S. aureus</i>) isolated from bovine mastitis in large dairy farms across China are scarce. The aim of this study was to investigate the occurrence of class 1 integrons (intI1), antimicrobial resistance (AMR) and associated genes in <i>S. aureus</i> isolated from bovine mastitis and their associations. Minimum inhibitory concentrations (MICs) were determined to evaluate the AMR phenotypes, whereas PCR was carried out to assess the occurrence of AMR genes and intI1. In addition, index cluster analysis was used to estimate associations between AMR phenotype, genotype and intI1 in 103 isolates. Overall, 83% of <i>S. aureus</i> were intI1-positive and 5 types of gene cassettes were detected. Susceptibility against single antimicrobial agents ranged from 0% (erythromycin), 12% (ampicillin) and 16% (penicillin G) to 96% (gentamicin). Most isolates (64%) were intermediate-resistant against erythromycin, whereas resistance against ceftriaxone (22%), clindamycin (4%), cefotaxime (2%), tetracycline (1%) and ciprofloxacin (1%) were relatively uncommon. The predominant resistant gene was <i>blaZ</i> gene (<i>n</i> = 88, 85%) followed by <i>tetD</i> gene (<i>n</i> = 85, 83%). With an estimated prevalence of 12% of the <i>mecA</i> gene, methicillin-resistant <i>S. aureus</i> isolates had higher MIC<sub>50</sub> and MIC<sub>90</sub> for majority of antimicrobials than methicillin-susceptible <i>S. aureus</i> isolates. Presence of the <i>ermC</i> gene was associated with erythromycin resistance. Ampicillin, erythromycin and penicillin G resistance were associated with intI1. The data presented in our study indicated that class 1 integron-mediated resistance possibly plays an important role in dissemination of AMR in <i>S. aureus</i> isolated from bovine mastitis.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467195","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Detecting play behaviour in weaned dairy calves using accelerometer data. 利用加速度计数据检测断奶乳牛的玩耍行为
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-14 DOI: 10.1017/S0022029924000542
Ciara McKay, Kathryn Ellis, Marie J Haskell, Heather Cousar, Nicola Gladden

This research paper describes a validation study evaluating the ability of IceTag accelerometers (Peacock Technology, UK) to detect play behaviour in weaned dairy calves. Play behaviour is commonly observed in young animals and is regarded as an indicator of positive welfare states. Eight Holstein Friesian calves aged three to five months old were monitored using leg-mounted accelerometers for 48 h. Data generated by accelerometers to quantify calf activity included step count, lying times and a proprietary measure of overall activity termed 'motion index' (MI). Calf behaviour was filmed continuously over the same 48-h period using closed circuit television cameras and analysed using one-zero sampling to identify the presence (1) or absence (0) of play within each 15-min time period. A positive correlation between MI and visually recorded play was found. Visual observations were compared with accelerometer-generated data and analysed using 2 × 2 contingency tables and classification and regression tree analysis. A MI value of ≥69 was established as the optimum threshold to detect play behaviour (sensitivity = 94.4%; specificity = 93.6%; balanced accuracy = 94.0%). The results of this study suggest that accelerometer-generated MI data have the potential to detect play behaviour in weaned dairy calves in a more time efficient manner than traditional visual observations.

本研究论文介绍了一项验证研究,评估了 IceTag 加速度计(英国孔雀技术公司)检测断奶乳牛玩耍行为的能力。玩耍行为在幼畜中很常见,被视为积极福利状态的指标。加速度计生成的量化犊牛活动的数据包括步数、躺卧时间和称为 "运动指数"(MI)的整体活动专有测量方法。在相同的 48 小时内,使用闭路电视摄像机连续拍摄小牛的行为,并使用一零采样法进行分析,以确定在每个 15 分钟的时间段内是否有玩耍(1)。发现 MI 与目测记录的游戏之间存在正相关。目测观察结果与加速度计生成的数据进行了比较,并使用 2 × 2 或然率表以及分类和回归树分析法进行了分析。MI值≥69被确定为检测游戏行为的最佳阈值(灵敏度=94.4%;特异度=93.6%;平衡准确度=94.0%)。这项研究的结果表明,与传统的肉眼观察相比,加速度计生成的MI数据有可能以更省时的方式检测断奶奶牛犊牛的玩耍行为。
{"title":"Detecting play behaviour in weaned dairy calves using accelerometer data.","authors":"Ciara McKay, Kathryn Ellis, Marie J Haskell, Heather Cousar, Nicola Gladden","doi":"10.1017/S0022029924000542","DOIUrl":"https://doi.org/10.1017/S0022029924000542","url":null,"abstract":"<p><p>This research paper describes a validation study evaluating the ability of IceTag accelerometers (Peacock Technology, UK) to detect play behaviour in weaned dairy calves. Play behaviour is commonly observed in young animals and is regarded as an indicator of positive welfare states. Eight Holstein Friesian calves aged three to five months old were monitored using leg-mounted accelerometers for 48 h. Data generated by accelerometers to quantify calf activity included step count, lying times and a proprietary measure of overall activity termed 'motion index' (MI). Calf behaviour was filmed continuously over the same 48-h period using closed circuit television cameras and analysed using one-zero sampling to identify the presence (1) or absence (0) of play within each 15-min time period. A positive correlation between MI and visually recorded play was found. Visual observations were compared with accelerometer-generated data and analysed using 2 × 2 contingency tables and classification and regression tree analysis. A MI value of ≥69 was established as the optimum threshold to detect play behaviour (sensitivity = 94.4%; specificity = 93.6%; balanced accuracy = 94.0%). The results of this study suggest that accelerometer-generated MI data have the potential to detect play behaviour in weaned dairy calves in a more time efficient manner than traditional visual observations.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Prepartum supplementation of dairy cows with inorganic selenium, organic selenium or rumen-protected choline does not affect carotenoid composition or colour characteristics of bovine colostrum or transition milk. 奶牛产前补充无机硒、有机硒或瘤胃保护胆碱不会影响牛初乳或过渡乳的类胡萝卜素组成或颜色特征。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-14 DOI: 10.1017/S0022029924000463
Fionnuala McDermott, Hao Shi, Emer Kennedy, Sean A Hogan, Lorraine Brennan, Tom F O'Callaghan, Michael Egan, John M Nolan, Alfonso Prado-Cabrero

Minerals are supplemented routinely to dairy cows during the dry period to prevent metabolic issues postpartum. However, limited information exists on the impacts of mineral supplementation on colostrum carotenoids. This study aimed to determine the effects of prepartum supplementation with three micro-nutrients; inorganic selenium (INORG), organic selenium (ORG) or rumen-protected choline (RPC) on the carotenoid content of bovine colostrum and transition milk (TM) from pasture-based dairy cows. A total of 57 (12 primiparous and 45 multiparous) Holstein-Friesian (HF) and HF × Jersey (JEX) cows were supplemented daily for 49 ± 12.9 d before calving. Colostrum samples were collected from all cows immediately postpartum and TM one to five (TM1-TM5) were collected from a sub-set of 15 cows (five per treatment group) at each consecutive milking postpartum. Carotenoid concentration was determined using ultra-high performance liquid chromatography - diode array detection (UHPLC-DAD). With the use of transmittance, the colour index and colour parameters a*, b* and L* were used to determine colour variations over this period. Prepartum supplementation did not have a significant effect on colostrum β-carotene concentration or colour. Positive correlations between β-carotene and colour parameter b* (R2 = 0.671; P < 0.001) and β-carotene and colour index (R2 = 0.560; P < 0.001) were observed. Concentrations of β-carotene were highest in colostrum (1.34 μg/g) and decreased significantly with each milking postpartum (TM5 0.31 μg/g). Breed had a significant effect on colostrum colour with JEX animals producing a greater b* colostrum than HF animals (P = 0.030). Primiparous animals produced colostrum with the weakest colour compared to second or ≥third parity animals (P = 0.042). Despite statistical increases in the b* parameter in colostrum from JEX cows and multiparous cows, β-carotene concentrations did not significantly increase suggesting that other factors may influence colostrum colour. The b* parameter may be used as an indicator for estimating carotenoid concentrations in colostrum and TM, particularly when assessed via transmittance spectroscopy.

奶牛在干奶期经常补充矿物质,以防止产后出现代谢问题。然而,有关补充矿物质对初乳类胡萝卜素影响的信息却很有限。本研究旨在确定产前补充三种微量营养素(无机硒(INORG)、有机硒(ORG)或瘤胃保护胆碱(RPC))对牧场奶牛初乳和过渡乳(TM)中类胡萝卜素含量的影响。共有 57 头荷斯坦-弗里斯兰(HF)和 HF × 泽西(JEX)奶牛(12 头初产牛和 45 头多产牛)在产犊前 49 ± 12.9 天每天接受补充营养。产后立即收集所有奶牛的初乳样本,并在产后每次连续挤奶时收集 15 头奶牛(每个处理组 5 头)的 TM 1 至 5(TM1-TM5)样本。类胡萝卜素浓度采用超高效液相色谱-二极管阵列检测法(UHPLC-DAD)测定。利用透射率、颜色指数和颜色参数 a*、b* 和 L* 来确定这一时期的颜色变化。产前补充对初乳β-胡萝卜素浓度或颜色没有显著影响。β-胡萝卜素与颜色参数 b* 之间呈正相关(R2 = 0.671;P < 0.001),β-胡萝卜素与颜色指数之间呈正相关(R2 = 0.560;P < 0.001)。初乳中的β-胡萝卜素浓度最高(1.34 μg/g),并随着产后每次挤奶而显著下降(TM5 0.31 μg/g)。品种对初乳颜色有显著影响,JEX 动物比 HF 动物产生的 b* 初乳更大(P = 0.030)。初产动物与二胎或≥三胎动物相比,初乳颜色最淡(P = 0.042)。尽管JEX奶牛和多胎奶牛初乳中的b*参数在统计学上有所增加,但β-胡萝卜素浓度并没有显著增加,这表明其他因素可能会影响初乳的颜色。b* 参数可用作估计初乳和TM中类胡萝卜素浓度的指标,尤其是通过透射光谱评估时。
{"title":"Prepartum supplementation of dairy cows with inorganic selenium, organic selenium or rumen-protected choline does not affect carotenoid composition or colour characteristics of bovine colostrum or transition milk.","authors":"Fionnuala McDermott, Hao Shi, Emer Kennedy, Sean A Hogan, Lorraine Brennan, Tom F O'Callaghan, Michael Egan, John M Nolan, Alfonso Prado-Cabrero","doi":"10.1017/S0022029924000463","DOIUrl":"https://doi.org/10.1017/S0022029924000463","url":null,"abstract":"<p><p>Minerals are supplemented routinely to dairy cows during the dry period to prevent metabolic issues postpartum. However, limited information exists on the impacts of mineral supplementation on colostrum carotenoids. This study aimed to determine the effects of prepartum supplementation with three micro-nutrients; inorganic selenium (INORG), organic selenium (ORG) or rumen-protected choline (RPC) on the carotenoid content of bovine colostrum and transition milk (TM) from pasture-based dairy cows. A total of 57 (12 primiparous and 45 multiparous) Holstein-Friesian (HF) and HF × Jersey (JEX) cows were supplemented daily for 49 ± 12.9 d before calving. Colostrum samples were collected from all cows immediately postpartum and TM one to five (TM1-TM5) were collected from a sub-set of 15 cows (five per treatment group) at each consecutive milking postpartum. Carotenoid concentration was determined using ultra-high performance liquid chromatography - diode array detection (UHPLC-DAD). With the use of transmittance, the colour index and colour parameters <i>a</i>*, <i>b</i>* and <i>L</i>* were used to determine colour variations over this period. Prepartum supplementation did not have a significant effect on colostrum β-carotene concentration or colour. Positive correlations between β-carotene and colour parameter <i>b</i>* (<i>R</i><sup>2</sup> = 0.671; <i>P</i> < 0.001) and β-carotene and colour index (<i>R</i><sup>2</sup> = 0.560; <i>P</i> < 0.001) were observed. Concentrations of β-carotene were highest in colostrum (1.34 μg/g) and decreased significantly with each milking postpartum (TM5 0.31 μg/g). Breed had a significant effect on colostrum colour with JEX animals producing a greater <i>b</i>* colostrum than HF animals (<i>P</i> = 0.030). Primiparous animals produced colostrum with the weakest colour compared to second or ≥third parity animals (<i>P</i> = 0.042). Despite statistical increases in the <i>b</i>* parameter in colostrum from JEX cows and multiparous cows, β-carotene concentrations did not significantly increase suggesting that other factors may influence colostrum colour. The <i>b</i>* parameter may be used as an indicator for estimating carotenoid concentrations in colostrum and TM, particularly when assessed <i>via</i> transmittance spectroscopy.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467196","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Productive performance and milk composition of dairy ewes supplemented with corn silage (Zea mays L.), sunflower (Helianthus annuus) silage and their mixture. 补充玉米青贮、向日葵青贮和它们的混合物的奶牛母羊的生产性能和牛奶成分。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-14 DOI: 10.1017/S0022029924000293
Manuel Gonzalez-Ronquillo, Navid Ghavipanje, Lizbeth E Robles-Jimenez, Eduardo Cardoso-Gutierrez, Edgar Aranda-Aguirre, Augusto Lizarazo, Ricardo A Garcia Herrera, Octavio A Castelán Ortega, Einar Vargas-Bello-Pérez

The work reported in the Research Communication investigated in vitro rumen gas kinetics and fermentation profile as well as in vivo performance of lactating ewes fed corn silage (CS), sunflower silage (SFS) and their 50 : 50 mixture (CS-SFS). For the in vivo experiment, nine early-lactation Suffolk × Texel ewes were grouped in a replicated 3 × 3 Latin square design of three 21-d periods. Treatments were based on ad libitum CS, SFS, and CS-SFS supplemented with concentrate at 48 g/kg LW0.75. In vitro results showed that the CS had the highest dry matter degraded substrate and microbial crude protein production followed by CS-SFS. The in vivo data showed that animals fed on CS had higher digestibility of dry matter and organic matter than CS-SFS, while SFS were intermediate. Nitrogen (N) intake, fecal N excretion, and urine N excretion were similar between groups, however, milk N excretion was lower in SFS than CS. Milk yield was higher for CS and CS-SFS than SFS group, however, SFS-fed ewes had higher milk fat content than either CS or CS-SFS (all differences reported here were significant, P < 0.05 or better). Overall, CS-SFS could be used as dietary roughage for dairy ewes without deleterious effects on nutrient intake, N-balance and milk yield whilst potentially offering a more sustainable alternative to CS.

研究通讯》中报告的工作调查了瘤胃气体动力学和发酵概况,以及泌乳母羊饲喂玉米青贮(CS)、葵花籽青贮(SFS)及其 50 : 50 混合物(CS-SFS)的体内表现。在体内试验中,9 只早期泌乳的萨福克×特克塞尔母羊被分组,采用 3 × 3 拉丁正方形重复设计,三个试验周期为 21 天。处理方式为自由采食 CS、SFS 和 CS-SFS,并补充 48 克/千克 LW0.75 的精料。体外试验结果表明,CS 的干物质降解基质和微生物粗蛋白产量最高,其次是 CS-SFS。体内数据显示,饲喂 CS 的动物的干物质和有机物消化率高于 CS-SFS,而 SFS 处于中间水平。各组之间的氮(N)摄入量、粪氮排泄量和尿氮排泄量相似,但 SFS 的牛奶氮排泄量低于 CS。CS 组和 CS-SFS 组的产奶量高于 SFS 组,但 SFS 饲喂的母羊的乳脂含量高于 CS 或 CS-SFS(此处报告的所有差异均有显著性,P < 0.05 或更高)。总之,CS-SFS 可用作乳用母羊的日粮粗饲料,而不会对营养摄入、氮平衡和产奶量产生有害影响,同时还可能成为 CS 的一种更具可持续性的替代品。
{"title":"Productive performance and milk composition of dairy ewes supplemented with corn silage (<i>Zea mays</i> L.), sunflower (<i>Helianthus annuus</i>) silage and their mixture.","authors":"Manuel Gonzalez-Ronquillo, Navid Ghavipanje, Lizbeth E Robles-Jimenez, Eduardo Cardoso-Gutierrez, Edgar Aranda-Aguirre, Augusto Lizarazo, Ricardo A Garcia Herrera, Octavio A Castelán Ortega, Einar Vargas-Bello-Pérez","doi":"10.1017/S0022029924000293","DOIUrl":"https://doi.org/10.1017/S0022029924000293","url":null,"abstract":"<p><p>The work reported in the Research Communication investigated <i>in vitro</i> rumen gas kinetics and fermentation profile as well as <i>in vivo</i> performance of lactating ewes fed corn silage (CS), sunflower silage (SFS) and their 50 : 50 mixture (CS-SFS). For the <i>in vivo</i> experiment, nine early-lactation Suffolk × Texel ewes were grouped in a replicated 3 × 3 Latin square design of three 21-d periods. Treatments were based on <i>ad libitum</i> CS, SFS, and CS-SFS supplemented with concentrate at 48 g/kg LW<sup>0.75</sup>. <i>In vitro</i> results showed that the CS had the highest dry matter degraded substrate and microbial crude protein production followed by CS-SFS. The <i>in vivo</i> data showed that animals fed on CS had higher digestibility of dry matter and organic matter than CS-SFS, while SFS were intermediate. Nitrogen (N) intake, fecal N excretion, and urine N excretion were similar between groups, however, milk N excretion was lower in SFS than CS. Milk yield was higher for CS and CS-SFS than SFS group, however, SFS-fed ewes had higher milk fat content than either CS or CS-SFS (all differences reported here were significant, <i>P</i> < 0.05 or better). Overall, CS-SFS could be used as dietary roughage for dairy ewes without deleterious effects on nutrient intake, N-balance and milk yield whilst potentially offering a more sustainable alternative to CS.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467197","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Intelligent, artificially. 人工智能
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-14 DOI: 10.1017/S0022029924000499
Christopher H Knight
{"title":"Intelligent, artificially.","authors":"Christopher H Knight","doi":"10.1017/S0022029924000499","DOIUrl":"https://doi.org/10.1017/S0022029924000499","url":null,"abstract":"","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467186","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Substituting imported soybean meal with locally produced novel yeast protein in concentrates for Norwegian Red dairy cows: implications for rumen microbiota and fatty acid composition. 用当地生产的新型酵母蛋白替代挪威红奶牛精料中的进口豆粕:对瘤胃微生物群和脂肪酸组成的影响
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-14 DOI: 10.1017/S0022029924000281
Eirin Stork, Dag Ekeberg, Hanne M Devle, Özgün C O Umu, Davide Porcellato, Martine A Olsen, Stine G Vhile, Alemayehu Kidane, Tove Devold, Siv B Skeie

This research paper addresses the hypothesis that substituting soybean meal with locally produced yeast protein from Cyberlindnera jadinii in barley-based concentrates for Norwegian Red (NR) dairy cows does not have adverse effects on milk fatty acid (FA) composition, rumen microbiota and sensory quality of milk. As soybeans also represent valuable protein sources for human consumption, alternative protein sources need to be investigated for animal feed. A total of 48 NR dairy cows were allocated into three feeding treatments, with the same basal diet of grass silage, but different concentrates. The concentrates were all based on barley, but 7% of the barley in the barley-concentrate (BAR; negative control) was replaced by either soybean meal (SBM; conventional control) or yeast microbial protein (YEA). The experiment lasted for a total of 10 weeks, including 2 weeks of adaptation with the soybean meal concentrate. Analysis of the feed revealed some differences in the FA composition of the YEA concentrate compared to the SBM and BAR concentrates. In milk, only two FAs (C17:1n-8cis9 and an unidentified isomer of C18:3) were significantly different between the YEA- and SBM-group, while six FAs differed between the BAR- and SBM-group. However, the amount of these FAs was low compared to the entire FA profile (<0.7 g/100 g). The experimental diets did not affect rumen microbiota nor the milk sensory quality. This study shows that C. jadinii can replace soybean meal as a protein source in concentrates (7% inclusion) for NR dairy cows fed a diet composed of grass silage and concentrates without any effects on rumen microbiota, and without compromising the FA composition or sensory quality of milk.

本研究论文提出的假设是,在挪威红(NR)奶牛的大麦精饲料中,用当地生产的酵母蛋白(Cyberlindnera jadinii)替代豆粕,不会对牛奶脂肪酸(FA)组成、瘤胃微生物群和牛奶的感官质量产生不利影响。由于大豆也是人类消费的重要蛋白质来源,因此需要研究动物饲料的替代蛋白质来源。总共 48 头 NR 奶牛被分配到三个饲喂处理中,基础日粮相同,均为青贮草料,但精料不同。精料均以大麦为基础,但大麦精料(BAR;阴性对照)中 7% 的大麦由豆粕(SBM;常规对照)或酵母微生物蛋白(YEA)代替。实验总共持续了 10 周,其中包括 2 周对豆粕浓缩物的适应期。饲料分析表明,与 SBM 和 BAR 浓缩物相比,YEA 浓缩物的脂肪酸组成存在一些差异。在牛奶中,只有两种脂肪酸(C17:1n-8cis9 和 C18:3 的不明异构体)在 YEA 组和 SBM 组之间存在显著差异,而在 BAR 组和 SBM 组之间有六种脂肪酸存在差异。然而,与整个脂肪酸谱相比,这些脂肪酸的含量较低(C. jadinii可替代豆粕作为精料中的蛋白质来源(添加量为7%),用于饲喂由青草青贮和精料组成的日粮的NR奶牛,而不会对瘤胃微生物群产生任何影响,也不会影响牛奶的脂肪酸组成或感官质量。
{"title":"Substituting imported soybean meal with locally produced novel yeast protein in concentrates for Norwegian Red dairy cows: implications for rumen microbiota and fatty acid composition.","authors":"Eirin Stork, Dag Ekeberg, Hanne M Devle, Özgün C O Umu, Davide Porcellato, Martine A Olsen, Stine G Vhile, Alemayehu Kidane, Tove Devold, Siv B Skeie","doi":"10.1017/S0022029924000281","DOIUrl":"https://doi.org/10.1017/S0022029924000281","url":null,"abstract":"<p><p>This research paper addresses the hypothesis that substituting soybean meal with locally produced yeast protein from <i>Cyberlindnera jadinii</i> in barley-based concentrates for Norwegian Red (NR) dairy cows does not have adverse effects on milk fatty acid (FA) composition, rumen microbiota and sensory quality of milk. As soybeans also represent valuable protein sources for human consumption, alternative protein sources need to be investigated for animal feed. A total of 48 NR dairy cows were allocated into three feeding treatments, with the same basal diet of grass silage, but different concentrates. The concentrates were all based on barley, but 7% of the barley in the barley-concentrate (BAR; negative control) was replaced by either soybean meal (SBM; conventional control) or yeast microbial protein (YEA). The experiment lasted for a total of 10 weeks, including 2 weeks of adaptation with the soybean meal concentrate. Analysis of the feed revealed some differences in the FA composition of the YEA concentrate compared to the SBM and BAR concentrates. In milk, only two FAs (C17:1<i>n</i>-8<i>cis</i>9 and an unidentified isomer of C18:3) were significantly different between the YEA- and SBM-group, while six FAs differed between the BAR- and SBM-group. However, the amount of these FAs was low compared to the entire FA profile (<0.7 g/100 g). The experimental diets did not affect rumen microbiota nor the milk sensory quality. This study shows that <i>C. jadinii</i> can replace soybean meal as a protein source in concentrates (7% inclusion) for NR dairy cows fed a diet composed of grass silage and concentrates without any effects on rumen microbiota, and without compromising the FA composition or sensory quality of milk.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Vertical back movement of cows during locomotion: detecting lameness with a simple image processing technique. 奶牛运动时背部的垂直运动:利用简单的图像处理技术检测跛足。
IF 1.6 3区 农林科学 Q2 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-10-14 DOI: 10.1017/S0022029924000505
Ibrahim Akin, Yilmaz Kalkan, Yalcin Alper Ozturan

This research paper proposes a simple image processing technique for automatic lameness detection in dairy cows under farm conditions. Seventy-five cows were selected from a dairy farm and visually assessed for a reference/real lameness score (RLS) as they left the milking parlor, while simultaneously being video-captured. The method employed a designated walking path and video recordings processed through image analysis to derive a new computerized automatic lameness score (ALDS) based on calculated factors from back arch posture. The proposed automatic lameness detection system was calibrated using 12 cows, and the remaining 63 were used to evaluate the diagnostic characteristics of the ALDS. The agreement and correlation between ALDS and RLS were investigated. ALDS demonstrated high diagnostic accuracy with 100% sensitivity and specificity and was found to be 100% accurate with a perfect agreement (ρc = 1) and strong correlation (r = 1, P < 0.001) for lameness detection in binary scores (lame/non-lame). Moreover, the ALDS had a strong agreement (ρc = 0.885) and was highly correlated (r = 0.840; 0.796-1.000 95% confidence interval, P < 0.001) with RLS in ordinal scores (lameness severity; LS1 to LS5). Our findings suggest that the proposed method has the potential to compete with vision-based lameness detection methods in dairy cows in farm conditions.

本研究论文提出了一种在牧场条件下自动检测奶牛跛足的简单图像处理技术。研究人员从一个奶牛场挑选了 75 头奶牛,在它们离开挤奶厅时对其进行视觉评估,得出参考/实际跛足评分(RLS),同时对它们进行视频采集。该方法采用指定的行走路径和通过图像分析处理的视频记录,根据背弓姿势的计算因子得出新的计算机自动跛足评分(ALDS)。利用 12 头奶牛对所提出的自动跛行检测系统进行了校准,并利用其余 63 头奶牛对 ALDS 的诊断特性进行了评估。研究了 ALDS 和 RLS 之间的一致性和相关性。ALDS的诊断准确率很高,灵敏度和特异性均为100%,而且在二元评分(跛足/非跛足)的跛足检测中,ALDS的准确率为100%,具有完美的一致性(ρc = 1)和很强的相关性(r = 1,P < 0.001)。此外,ALDS 与 RLS 在序数评分(跛足严重程度;LS1 至 LS5)上具有很高的一致性(ρc = 0.885)和高度相关性(r = 0.840; 0.796-1.000 95% 置信区间,P < 0.001)。我们的研究结果表明,所提出的方法有可能与基于视觉的奶牛跛足检测方法相媲美。
{"title":"Vertical back movement of cows during locomotion: detecting lameness with a simple image processing technique.","authors":"Ibrahim Akin, Yilmaz Kalkan, Yalcin Alper Ozturan","doi":"10.1017/S0022029924000505","DOIUrl":"https://doi.org/10.1017/S0022029924000505","url":null,"abstract":"<p><p>This research paper proposes a simple image processing technique for automatic lameness detection in dairy cows under farm conditions. Seventy-five cows were selected from a dairy farm and visually assessed for a reference/real lameness score (RLS) as they left the milking parlor, while simultaneously being video-captured. The method employed a designated walking path and video recordings processed through image analysis to derive a new computerized automatic lameness score (ALDS) based on calculated factors from back arch posture. The proposed automatic lameness detection system was calibrated using 12 cows, and the remaining 63 were used to evaluate the diagnostic characteristics of the ALDS. The agreement and correlation between ALDS and RLS were investigated. ALDS demonstrated high diagnostic accuracy with 100% sensitivity and specificity and was found to be 100% accurate with a perfect agreement (ρ<i>c</i> = 1) and strong correlation (<i>r</i> = 1, <i>P</i> < 0.001) for lameness detection in binary scores (lame/non-lame). Moreover, the ALDS had a strong agreement (ρ<i>c</i> = 0.885) and was highly correlated (<i>r</i> = 0.840; 0.796-1.000 95% confidence interval, <i>P</i> < 0.001) with RLS in ordinal scores (lameness severity; LS1 to LS5). Our findings suggest that the proposed method has the potential to compete with vision-based lameness detection methods in dairy cows in farm conditions.</p>","PeriodicalId":15615,"journal":{"name":"Journal of Dairy Research","volume":null,"pages":null},"PeriodicalIF":1.6,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467199","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Journal of Dairy Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1