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Genetic Characterization of the First Case of Lumpy Skin Disease in Singapore, 2022. 2022年新加坡第一例肿块性皮肤病的遗传特征
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-20 DOI: 10.3390/vetsci12111108
Eileen Y Koh, Adrian K S Tan, Yin Cheong Aden Ip, Clara Lau, Jasmine Ong, Oi Wing Ng, Jing Chen, Christine Lee, Suria Fabbri, Juline Chua, Samyuktha Balakumar, Kelvin Ho, Wai Kwan Wong, Brian Z Y Tan, Charlene Judith Fernandez, Siow Foong Chang, Him Hoo Yap

Lumpy Skin Disease (LSD) is a transboundary viral disease of wild and domesticated ruminants, and notifiable to the World Organisation for Animal Health (WOAH). LSD has spread rapidly in the cattle population across the African, European and Asian continents since 1929. Following recent outbreaks in the Southeast Asia region, Singapore observed its first occurrence of LSD in a local dairy cattle farm in March 2022. LSD was confirmed in dairy cattle exhibiting clinical signs with quantitative real-time PCR and sequencing with MinION Nanopore. Analyses of the assembled whole viral genomes also revealed high phylogenetic relatedness to LSD recombinant strains. It remains unclear how the virus was introduced into Singapore, given the absence of known vectors and strict import regulations in place. This highlights the importance of biosurveillance, and laboratory diagnostic readiness to manage outbreaks and prevent the spread of transboundary diseases.

肿块性皮肤病(LSD)是一种野生和家养反刍动物的跨界病毒性疾病,并向世界动物卫生组织(WOAH)报告。自1929年以来,LSD在非洲、欧洲和亚洲大陆的牛群中迅速传播。继东南亚地区最近爆发LSD之后,新加坡于2022年3月在当地一家奶牛养殖场首次发现LSD。通过实时荧光定量PCR和MinION纳米孔测序,证实了LSD对表现临床症状的奶牛的作用。对组装的整个病毒基因组的分析也显示出与LSD重组菌株的高度系统发育亲缘性。目前尚不清楚这种病毒是如何传入新加坡的,因为没有已知的媒介,也没有严格的进口规定。这突出了生物监测和实验室诊断准备对管理疫情和防止跨界疾病传播的重要性。
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引用次数: 0
Development and Validation of a Droplet Digital PCR Assay for Detection of Feline Herpesvirus Type-1. 猫疱疹病毒1型滴数PCR检测方法的建立与验证。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-20 DOI: 10.3390/vetsci12111107
Yaxi Zhou, Danni Wu, Mengle Tang, Zihan Ye, Erkai Feng, Haili Zhang, Guoliang Luo, Zhenjun Wang, Chunxia Wang, Lina Liu, Yuening Cheng

Feline herpesvirus type-1 (FHV-1), a double-stranded DNA virus, which is a highly infectious upper respiratory tract infection of felids, particularly in kittens. Droplet digital PCR (ddPCR) provides an absolute quantification method with high sensitivity and accuracy. This study aimed to develop a highly sensitive and accurate ddPCR assay for the detection of FHV-1. We designed primers and a probe targeting the FHV-1 glycoprotein D (gD) gene and evaluated the assay's limit of detection (LOD), sensitivity, repeatability, and specificity in comparison to quantitative real-time PCR (qPCR). The developed ddPCR assay demonstrated a strong linear dynamic range (R2 ≥ 0.99) and an exceptionally low LOD of 0.18 copies/μL, which was significantly more sensitive than the method qPCR (LOD ~10 copies/μL). Additionally, the assay exhibited high specificity with no cross-reactivity against other common feline pathogens (feline calicivirus, FCV; feline panleukopenia virus, FPV; feline infectious peritonitis virus, FIPV; Bordetella bronchiseptica and Chlamydia felis) and displayed outstanding repeatability (inter-run CV < 1.35). When applied to 118 clinical samples, the ddPCR assay achieved a significantly higher positive detection rate (27.4%) compared to qPCR (14.8%). In conclusion, we have successfully established a reliable ddPCR assay for the absolute quantification of FHV-1, providing a superior tool for laboratory diagnosis and research.

猫疱疹病毒1型(FHV-1),一种双链DNA病毒,是一种高度传染性的上呼吸道感染猫科动物,特别是在小猫中。液滴数字PCR (ddPCR)提供了一种灵敏度高、准确度高的绝对定量方法。本研究旨在建立一种高度灵敏、准确的检测FHV-1的ddPCR方法。我们设计了针对FHV-1糖蛋白D (gD)基因的引物和探针,并与定量实时PCR (qPCR)比较,评估了该方法的检出限(LOD)、灵敏度、重复性和特异性。该方法具有较强的线性动态范围(R2≥0.99)和极低的LOD (0.18 copies/μL),灵敏度显著高于qPCR方法(LOD ~10 copies/μL)。此外,该方法对其他常见的猫科病原体(猫杯状病毒、猫泛白细胞减少病毒、猫感染性腹膜炎病毒、支气管脓毒杆菌和猫衣原体)具有高特异性,无交叉反应性,重复性好(运行间CV < 1.35)。在118份临床样本中,ddPCR检测的阳性检出率(27.4%)明显高于qPCR(14.8%)。总之,我们成功建立了一种可靠的FHV-1绝对定量的ddPCR方法,为实验室诊断和研究提供了一种优越的工具。
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引用次数: 0
Role of Diet as a Predisposing Factor for Dilated Cardiomyopathy in Dogs: A Narrative Review. 饮食作为犬扩张型心肌病易感因素的作用:一篇叙述性综述。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-20 DOI: 10.3390/vetsci12111106
Léa Mornard, Anna Carolina Massara Brasileiro, Mário Marcondes-Santos

In 2018, the Food and Drug Administration (FDA) reported cases of dilated cardiomyopathy (DCM) in dogs, including breeds without known genetic predisposition, fed diets containing a high proportion of legumes or potatoes, many labeled grain-free. Despite concerns, grain-free diets remain increasingly popular. This narrative review focuses on the peer-reviewed literature and summarizes recent studies evaluating the effects of grain-free diets on canine cardiac health, with emphasis on taurine deficiency, metabolic alterations, and emerging hypotheses extending beyond nutritional inadequacy. These findings suggest a strong link between diet and DCM, particularly regarding legumes. Dogs of various breeds showed larger left ventricular diameters, reduced systolic function, and increased premature ventricular complexes when fed non-traditional, grain-free, legume-rich diets compared to those on traditional, low-legume diets. Many affected dogs improved clinically and functionally with dietary changes and treatment, suggesting nutritional DCM could be reversible. Though mechanisms remain unclear, the research highlights the potential roles of legumes, particularly peas, in the gut microbiota and fiber-related bile acid metabolism. This review also distinguishes taurine-deficiency-related DCM as a separate form, with certain breeds, notably Golden Retrievers, being more susceptible. Overall, further studies are required to better understand the role of nutrition in canine cardiac health.

2018年,美国食品和药物管理局(FDA)报告了一些扩张型心肌病(DCM)的病例,其中包括没有已知遗传易感的犬种,它们的饮食中含有大量豆类或土豆,其中许多被标记为无谷物。尽管存在担忧,无谷物饮食仍然越来越受欢迎。本文综述了同行评议的文献,总结了最近评估无谷物饮食对犬心脏健康影响的研究,重点是牛磺酸缺乏、代谢改变和营养不足以外的新假设。这些发现表明饮食和DCM之间有很强的联系,尤其是豆类。与传统的低豆类饮食相比,不同品种的狗在喂食非传统的、无谷物的、富含豆类的饮食时,左心室直径更大,收缩功能降低,过早的心室复合物增加。许多受影响的狗在饮食改变和治疗后临床上和功能上都有所改善,这表明营养性DCM是可逆的。虽然机制尚不清楚,但研究强调了豆类,特别是豌豆,在肠道微生物群和纤维相关的胆汁酸代谢中的潜在作用。这篇综述还区分了牛磺酸缺乏相关的DCM作为一种单独的形式,某些品种,特别是金毛猎犬,更容易受到影响。总的来说,需要进一步的研究来更好地了解营养在犬心脏健康中的作用。
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引用次数: 0
Quantitative Conspicuity of Pancreatic Canine Insulinoma: A Comparison of Dynamic 4D CT and Dual-Source, Dual-Energy Bolus-Triggered Multiphase CT Imaging. 犬胰腺胰岛素瘤的定量显像:动态4D CT与双源双能量丸触发多相CT成像的比较。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-19 DOI: 10.3390/vetsci12111102
Veronica Camosci, Claudia Canton, Laura Ventura, Giovanna Bertolini

The aim of this retrospective study was to compare lesion conspicuity-the visibility of a lesion relative to surrounding tissue-and CT characteristics of pancreatic insulinomas in dogs using multiphase dual-energy CT (DECT) and dynamic 4D perfusion CT. Seventy dogs with insulinomas, confirmed either cytologically or histologically, or with clinical and imaging findings consistent with the diagnosis, were included. Forty dogs underwent perfusion CT and 30 underwent multiphase DECT on a dual-source, dual-energy CT scanner (192 × 2 detector configuration). Imaging evaluations focused on arterial and portal phases for DECT, and early arterial, late arterial, pancreatic, and portal venous phases for perfusion CT. Tumor conspicuity was quantified using the tumor-to-pancreas ratio (TPR) and contrast-to-noise ratio (CNR), while time-to-peak (TTP) enhancement was recorded for both tumors and pancreatic parenchyma. Perfusion CT demonstrated significantly higher TPR and CNR values compared to DECT (p < 0.001), indicating improved tumor visibility. The late arterial phase of perfusion CT, although not statistically significant, showed the highest median TPR and CNR. Mean TTP for tumors was 38.8 s, slightly earlier than the pancreatic parenchyma (41.25 s). In conclusion, perfusion CT appears to enhance visualization of insulinomas in dogs, particularly between 34 and 44 s after contrast injection, aligning with the late arterial phase of perfusion CT.

本回顾性研究的目的是利用多相双能CT (DECT)和动态4D灌注CT比较犬胰腺胰岛素瘤的病变显著性(病变相对于周围组织的可见性)和CT特征。纳入了70只患有胰岛素瘤的狗,无论是细胞学上还是组织学上确诊的,还是临床和影像学结果与诊断一致的。40只狗在双源双能CT扫描仪(192 × 2探测器配置)上进行灌注CT, 30只狗进行多相DECT。影像学评估主要集中在DECT的动脉期和门静脉期,以及灌注CT的早期动脉期、晚期动脉期、胰腺期和门静脉期。采用肿瘤与胰腺的比值(TPR)和噪声对比比(CNR)量化肿瘤的显著性,同时记录肿瘤和胰腺实质的峰值时间(TTP)增强。灌注CT显示TPR和CNR值明显高于DECT (p < 0.001),表明肿瘤可见性提高。动脉灌注期CT虽无统计学意义,但TPR和CNR中位数最高。肿瘤的平均TTP为38.8 s,略早于胰腺实质的41.25 s。总之,灌注CT似乎增强了犬胰岛素瘤的可视化,特别是在注射造影剂后34 - 44秒之间,这与灌注CT的动脉晚期相一致。
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引用次数: 0
SideCow-VSS: A Video Semantic Segmentation Dataset and Benchmark for Intelligent Monitoring of Dairy Cows Health in Smart Ranch Environments. SideCow-VSS:智能牧场环境下奶牛健康智能监测的视频语义分割数据集和基准
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-19 DOI: 10.3390/vetsci12111104
Lei Yao, Jin Liu, Weinan Hong, Fanrong Kong, Zipei Fan, Lin Lei, Xinwei Li

Accurate and non-invasive monitoring of dairy cows is a cornerstone of precision livestock farming, paving the way for proactive health management and earlier disease detection. The development of robust, AI-driven diagnostic tools, however, is hindered by a dual challenge: scarce realistic video datasets and a lack of standardized benchmarks for deep learning models. To confront these issues, this study puts forward SideCow-VSS, a video semantic segmentation dataset comprising 921 side-view clips with dense, pixel-level annotations of dairy cows under variable on-farm conditions. We systematically evaluated eight deep learning architectures, from classic convolutional neural networks to state-of-the-art Transformers. The evaluation highlighted a clear performance trade-off: the Mask2Former model with a Swin-L backbone yielded the highest mIoU at 97.32%, making it well-suited for detailed morphological analysis. In contrast, the lightweight PIDNet-s model achieved the fastest inference speed of 59.5 FPS, demonstrating its potential for real-time behavioral alerting systems. This work delivers a foundational resource and quantitative framework to inform model selection, accelerating the creation of computer vision systems for automated health monitoring and adopting preventive strategies against key metabolic and immunological disorders in dairy production.

对奶牛进行准确和无创的监测是精准畜牧业的基石,为主动健康管理和早期疾病检测铺平了道路。然而,强大的、人工智能驱动的诊断工具的发展受到双重挑战的阻碍:缺乏真实的视频数据集和缺乏深度学习模型的标准化基准。为了解决这些问题,本研究提出了SideCow-VSS,这是一个视频语义分割数据集,包含921个奶牛在可变农场条件下的侧视图片段,带有密集的像素级注释。我们系统地评估了八种深度学习架构,从经典的卷积神经网络到最先进的变形金刚。评估突出了一个明显的性能权衡:带有swing - l主干的Mask2Former模型产生了97.32%的最高mIoU,使其非常适合详细的形态分析。相比之下,轻量级PIDNet-s模型实现了59.5 FPS的最快推理速度,展示了其作为实时行为警报系统的潜力。这项工作提供了一个基础资源和定量框架,为模型选择提供信息,加速计算机视觉系统的创建,用于自动健康监测,并采取预防策略,防止乳制品生产中关键的代谢和免疫紊乱。
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引用次数: 0
Hematology Reference Values for the Iberian Ribbed Newt (Pleurodeles waltl) Under Human Care. 人类护理下伊比利亚肋蝾螈的血液学参考值。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-19 DOI: 10.3390/vetsci12111103
Carmen Peñas Rodríguez, Manuel Fuertes-Recuero, Teresa Encinas Cerezo, Manuel de la Riva-Fraga, Andrés Montesinos Barceló, Pablo Morón-Elorza

The Iberian ribbed newt (Pleurodeles waltl) is a salamander in the Salamandridae family. Endemic to the Iberian Peninsula and North Africa, it is not commonly found in zoological institutions or wildlife rescue centers. As in other species, routine blood analysis of amphibians under human care is highly recommended, forming an essential component of preventive medicine and effective clinical management. However, despite the great utility of hematological parameters for the diagnosis and prevention of diseases in amphibians, the lack of reliable reference values for many species severely limits their clinical use. The aim of this study is to establish preliminary reference values (RV) for the main hematological parameters in the Iberian ribbed newt. Blood samples were taken from healthy adult individuals (n = 30), females (n = 9) and males (n = 21) maintained under controlled conditions in two zoological institutions. A complete hematological analysis was conducted, which included measurements of hematocrit, total erythrocyte and leukocyte counts, as well as a leukocyte differential. The reference intervals were established according to the guidelines provided by the American Society for Veterinary Clinical Pathology (ASVCP) for sample sizes between 20 and 40 individuals. No significant sex-related differences were detected in the hematological parameters analyzed. Despite the broad reference ranges obtained, these preliminary data provide an essential foundation for the clinical assessment and preventive medical management of P. waltl under human care. Expanding the dataset through collaboration with additional institutions will further refine and improve the accuracy and clinical utility of these reference values.

伊比利亚肋蝾螈(Pleurodeles waltl)是蝾螈科的蝾螈。它是伊比利亚半岛和北非的地方病,在动物机构或野生动物救援中心并不常见。与其他物种一样,强烈建议在人类护理下对两栖动物进行常规血液分析,这是预防医学和有效临床管理的重要组成部分。然而,尽管血液学参数在两栖动物疾病的诊断和预防方面具有很大的效用,但许多物种缺乏可靠的参考值,严重限制了它们的临床应用。本研究旨在建立伊比利亚肋蝾螈主要血液学参数的初步参考值(RV)。血液样本取自健康成人(n = 30)、雌性(n = 9)和雄性(n = 21),分别在两个动物机构的控制条件下饲养。进行了完整的血液学分析,其中包括红细胞压积、红细胞总数和白细胞计数以及白细胞差异的测量。参考区间根据美国兽医临床病理学会(ASVCP)提供的指南建立,样本量为20至40人。在血液学参数分析中没有发现明显的性别相关差异。尽管获得的参考范围较广,但这些初步数据为人工护理下的临床评估和预防性医疗管理提供了必要的基础。通过与其他机构合作扩大数据集,将进一步完善和提高这些参考值的准确性和临床实用性。
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引用次数: 0
Genetic Analysis of Stayability and its Relationships with Production, Conformation, Fertility and Health Traits in Holstein Cattle. 荷斯坦牛可育性遗传分析及其与产量、构象、育性和健康性状的关系。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-19 DOI: 10.3390/vetsci12111105
Honghong Hu, Zhaodi Xu, Liyun Han, Zhixuan Qiao, Yi Wang, Yikun Jia, Tong Mu, Yun Ma

The objectives of this study were to estimate genetic parameters for stayability in Chinese Holstein cattle and to estimate its genetic correlations with routinely collected traits. Although knowledge and genetic breeding technologies for dairy cattle have advanced, the lifespan of dairy cows has been declining, mainly due to increased production stress and associated health problems. This makes the genetic improvement of Holstein cattle crucial for sustainable production. Stayability is an indicator trait reflecting longevity, measured as the survival probability of dairy cows at specific stages. To evaluate temporal differences in herd retention, we defined 7 stayability traits as the ability of cows to remain in the herd for 36 (S36), 42 (S42), 48 (S48), 54 (S54), 60 (S60), 72 (S72), and 84 (S84) months after first calving. Data from 56,630 cows between 2011 and 2020 across 14 dairy farms in Ningxia were considered for stayability analyses. Survival analysis using non-parametric methods showed that cattle with sterility had the longest survival time, while those with abomasal displacement had the shortest survival time. The heritability estimates (±standard error) for S36, S42, S48, S54, S60, S72 and S84 were 0.048 ± 0.006, 0.063 ± 0.006, 0.074 ± 0.007, 0.099 ± 0.007, 0.115 ± 0.007, 0.088 ± 0.007, 0.118 ± 0.008, respectively. The genetic and phenotypic correlations among stayability traits ranged from 0.382 to 0.975 and from 0.090 to 0.799, respectively. Furthermore, the approximate genetic correlations between stayability and routinely collected traits (8 production, 20 conformation, 13 fertility, 13 health traits) were assessed. Stayability showed low to moderate genetic correlations with most of these traits. In summary, developing a selection index that incorporates stayability is expected to improve the longevity of dairy cows. All unfavorable genetic relationships observed between stayability and other routinely collected traits should be accounted for in a selection index, thereby enhancing the lifespan of Holstein cattle while maintaining or improving productive performance.

本研究的目的是估计中国荷斯坦牛可育性的遗传参数,并估计其与常规收集性状的遗传相关性。虽然奶牛的知识和遗传育种技术有所进步,但奶牛的寿命一直在下降,主要是由于生产压力增加和相关的健康问题。这使得荷斯坦牛的基因改良对可持续生产至关重要。可持续性是反映奶牛寿命的指标性状,以奶牛在特定阶段的存活率来衡量。为了评估牛群保留的时间差异,我们定义了7个可保留性特征,即奶牛在首次产犊后36 (S36)、42 (S42)、48 (S48)、54 (S54)、60 (S60)、72 (S72)和84 (S84)个月留在牛群中的能力。2011年至2020年间,宁夏14个奶牛场的56630头奶牛的数据被用于可持续性分析。非参数生存分析结果表明,不育牛的生存时间最长,而皱胃移位牛的生存时间最短。S36、S42、S48、S54、S60、S72、S84的遗传力估计值(±标准误差)分别为0.048±0.006、0.063±0.006、0.074±0.007、0.099±0.007、0.115±0.007、0.088±0.007、0.118±0.008。可留性性状的遗传相关为0.382 ~ 0.975,表型相关为0.090 ~ 0.799。此外,还评估了可持续性与常规采集性状(8个产量性状、20个构象性状、13个育性性状和13个健康性状)之间的近似遗传相关性。可持续性与大多数这些性状表现出低到中等程度的遗传相关性。总之,开发一种包含可持续性的选择指数有望提高奶牛的寿命。在稳定性和其他常规收集性状之间观察到的所有不利遗传关系都应在选择指数中考虑,从而在保持或提高生产性能的同时延长荷斯坦牛的寿命。
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引用次数: 0
Radiofrequency Wave Sensing for Rapid Animal Health Monitoring: A Proof-of-Concept Study. 用于快速动物健康监测的射频波传感:概念验证研究。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-18 DOI: 10.3390/vetsci12111096
Aftab Siddique, Ramya Kota, Goutham Kumar Isai, Davia Brown, Oreta Samples, Niki Whitley, Phaneendra Batchu, Thomas H Terrill, Jan van Wyk

Anemia caused by gastrointestinal parasitism is a major constraint to small ruminant productivity, particularly in low-resource production systems where diagnostic tools and veterinary access are limited, with use of FAMACHA as a biological reference This study evaluated the potential of radio-frequency non-destructive technique (RF-NDT) wave-derived features as non-invasive biomarkers for anemia detection in goats, using FAMACHA© scores as a biological reference. Variable clustering of the top ten frequencies revealed distinct patterns across health states. Healthy (FAMACHA© 1) animals were characterized by a single frequency cluster centered at 8.43 GHz, which explained 93.7% of variation, whereas moderately affected animals (FAMACHA© 2) shifted to 9.33 GHz with reduced uniformity (88.7%). Borderline animals (FAMACHA© 3) required two clusters (9.89 and 8.23 GHz), explaining 91.0% of variation, indicating increasing tissue heterogeneity with anemia progression. Regression analysis demonstrated strong predictive power, with Linear Regression achieving R2 = 1.00 and Random Forest R2 = 0.79 (RMSE = 0.07), Support Vector Regression underperformed (R2 = 0.31). Classification models confirmed the feasibility of categorical anemia detection. The Multilayer Perceptron achieved the highest accuracy (0.84), F1-score (0.83), and ROC-AUC (0.94), outperforming Support Vector Machine (accuracy 0.67, F1 = 0.67) and K-Nearest Neighbors (accuracy 0.60, F1 = 0.61). These findings establish proof-of-concept that RF waves capture physiologically meaningful dielectric signatures linked to anemia, reflecting hemoglobin concentration, hydration, and microcirculatory function. The integration of RF sensing with machine learning offers a rapid, and non-invasive scalable diagnostic approach. Future work should expand validation across breeds and environments, optimize sensor design, and embed neural classifiers for field-ready deployment.

胃肠寄生引起的贫血是小反刍动物生产力的主要制约因素,特别是在诊断工具和兽医准入有限的低资源生产系统中,使用FAMACHA作为生物学参考。本研究使用FAMACHA©评分作为生物学参考,评估了射频无损技术(RF-NDT)波衍生特征作为山羊贫血检测的非侵入性生物标志物的潜力。前十个频率的可变聚类揭示了不同健康状态的不同模式。健康动物(FAMACHA©1)以以8.43 GHz为中心的单频簇为特征,解释了93.7%的变异,而中度影响动物(FAMACHA©2)转移到9.33 GHz,均匀性降低(88.7%)。边缘动物(FAMACHA©3)需要两个簇(9.89和8.23 GHz),解释了91.0%的变异,表明组织异质性随着贫血的进展而增加。回归分析显示了较强的预测能力,线性回归达到R2 = 1.00,随机森林R2 = 0.79 (RMSE = 0.07),支持向量回归表现不佳(R2 = 0.31)。分类模型证实了分类贫血检测的可行性。多层感知器实现了最高的精度(0.84),F1得分(0.83)和ROC-AUC(0.94),优于支持向量机(精度0.67,F1 = 0.67)和k -最近邻(精度0.60,F1 = 0.61)。这些发现建立了概念验证,即射频波捕获与贫血有关的生理学上有意义的介电信号,反映血红蛋白浓度、水合作用和微循环功能。射频传感与机器学习的集成提供了一种快速、无创的可扩展诊断方法。未来的工作应该扩展跨品种和环境的验证,优化传感器设计,并为现场部署嵌入神经分类器。
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引用次数: 0
Comparative Prediction of Methane Production In Vitro Using Multiple Regression Model and Backpropagation Neural Network Based on Cornell Net Carbohydrate and Protein System. 基于Cornell净碳水化合物和蛋白质系统的多元回归模型和反向传播神经网络体外甲烷产量比较预测
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-18 DOI: 10.3390/vetsci12111099
Guanghui Yu, Zenghui Li, Ruilan Dong

Methane (CH4) produced by methanogenic archaea during the rumen fermentation of feed carbohydrates leads to global warming and total energy loss. This study aims to compare the accuracy of multiple linear regression (MLR) models and backpropagation neural network (BPNN) in predicting ruminal CH4 production of the carbohydrate (Carbs) components of the Cornell Net Carbohydrate and Protein System (CNCPS) in mixed rations of beef cattle with different concentrate-to-forage (C/F) ratios. Two datasets were established using the in vitro fermentation method of Menke and Steingass. One of the datasets contained 60 mixed rations with C/F ratios of 30:70, 40:60, 50:50, 60:40, 70:30, 80:20, and 90:10, respectively, which were used to develop CH4 prediction models. Another dataset included 10 mixed rations with the same C/F ratios, which were used to validate and compare the accuracy of the prediction models. Results indicated that there was a significant multiple regression relationship between CH4 production and the Carbs-components (CA (sugars), CB1 (starch and pectin), CB2 (available cell wall), CC (unavailable cell wall)) of CNCPS (r2 = 0.91, p < 0.0001). An optimal BPNN model with 2 hidden-layer neuron nodes was established with the same variables (r2 = 0.93, p < 0.0001). The findings demonstrated that both MLR and BPNN models (p < 0.0001) were suitable for predicting CH4 production using the Carbs components (CA, CB1, CB2, CC) of CNCPS. However, compared with the MLR model, the BPNN model has a greater coefficient of determination (r2) value and concordance correlation coefficient (CCC), and a lower root mean square prediction error (RMSPE), demonstrating better prediction performance.

产甲烷古菌在饲料碳水化合物的瘤胃发酵过程中产生的甲烷(CH4)导致全球变暖和总能量损失。本研究旨在比较多元线性回归(MLR)模型和反向传播神经网络(BPNN)预测不同精粗比肉牛混合日粮中康奈尔净碳水化合物和蛋白质系统(CNCPS)碳水化合物组分瘤胃CH4产量的准确性。采用门克酵母和施泰格斯酵母体外发酵法建立了两个数据集。其中一个数据集包含60个碳氟比分别为30:70、40:60、50:50、60:40、70:30、80:20和90:10的混合饲料,用于建立CH4预测模型。另一个数据集包括10种具有相同碳氟比的混合饲料,用于验证和比较预测模型的准确性。结果表明,CH4产量与CNCPS碳水化合物组分(CA(糖)、CB1(淀粉和果胶)、CB2(有效细胞壁)、CC(不可用细胞壁)之间存在显著的多元回归关系(r2 = 0.91, p < 0.0001)。在相同的变量条件下,建立了包含2个隐藏层神经元节点的最优BPNN模型(r2 = 0.93, p < 0.0001)。结果表明,MLR和BPNN模型(p < 0.0001)均适用于CNCPS碳水化合物组分(CA, CB1, CB2, CC)的CH4产量预测。然而,与MLR模型相比,BPNN模型具有更大的决定系数(r2)值和一致性相关系数(CCC),并且具有更低的均方根预测误差(RMSPE),显示出更好的预测性能。
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引用次数: 0
Exposure of Wild Ruminants to Toxoplasma gondii in Alpine Ecosystems, NE Spain. 西班牙东北部高山生态系统中野生反刍动物对弓形虫的暴露。
IF 2.3 2区 农林科学 Q2 VETERINARY SCIENCES Pub Date : 2025-11-18 DOI: 10.3390/vetsci12111101
Alejandra Escudero, Maria Puig Ribas, Sonia Almería, Hojjat Gholipour, Lola Pailler-García, Natalia Sastre, Jordi Ruiz-Olmo, Santiago Palazón, Ferran Sayol, Johan Espunyes, Xavier Fernández Aguilar, Oscar Cabezón

Toxoplasma gondii is a protozoan parasite with a complex life cycle that involves warm-blooded animals as intermediate hosts and felids as definitive hosts. Its epidemiology in alpine ecosystems remains poorly understood. This study presents the first long-term investigation of T. gondii exposure in wild ruminants in the Pyrenees (NE Spain), where definitive hosts are scarce. Pyrenean chamois (Rupicapra pyrenaica; n = 1045) and mouflon (Ovis aries musimon; n = 115) sera collected between 2001 and 2024 were tested (Modified Agglutination Test, ELISA-IDvet, ELISA-IDEXX) for the presence of T. gondii antibodies. Sera from 53 chamois and 27 mouflon foetuses and hearts and brains from 38 chamois and 35 mouflon foetuses were analysed for the presence of antibodies and parasite's DNA, respectively. Moreover, heart and brain (n = 3) and faeces (n = 91) from Pyrenean wildcats (Felis silvestris) were analysed for parasite's DNA. Seroprevalence was overall low (chamois: 5.24%; mouflon: 1.74%). In multivariate analyses performed in chamois, seroprevalence variation was mainly associated with geographic origin and the diagnostic method used, with little influence of the individual traits of sex or age. No antibodies or T. gondii DNA were detected in chamois or mouflon foetuses. However, chamois did not show a clear age-related increase in exposure to T. gondii, as would be expected if indirect horizontal transmission were the predominant route. In contrast, T. gondii DNA was detected in brain and faecal samples from wildcats, confirming their role as definitive hosts in this ecosystem. Overall, our results reinforce the hypothesis that alpine ecosystems are environments with low T. gondii oocyst contamination and that the parasite most probably relies on sylvatic cycles. These results suggest that wild ruminants, such as chamois and mouflon, could serve as effective sentinels of changes in the extent of this parasite under ongoing environmental and ecological changes.

刚地弓形虫是一种具有复杂生命周期的原生动物寄生虫,以温血动物为中间宿主,以猫科动物为最终宿主。它在高山生态系统中的流行病学仍然知之甚少。本研究首次对比利牛斯山脉(西班牙东北部)野生反刍动物中弓形虫暴露进行了长期调查,那里的最终宿主很少。采用改良凝集试验(ELISA-IDvet, ELISA-IDEXX)检测2001 - 2024年收集的比利牛斯羚羊(Rupicapra pyrenaica, n = 1045)和羊驼羊(Ovis aries musimon, n = 115)血清中弓形虫抗体的存在。分别分析了53只岩羚羊和27只mouflon胎儿的血清,以及38只岩羚羊和35只mouflon胎儿的心脏和大脑中抗体和寄生虫DNA的存在。此外,对比利牛斯野猫(Felis silvestris)的心脏和大脑(n = 3)和粪便(n = 91)进行了寄生虫DNA分析。血清阳性率总体较低(麂皮:5.24%;摩绒:1.74%)。在对岩羚羊进行的多变量分析中,血清阳性率变化主要与地理来源和使用的诊断方法有关,性别或年龄的个体特征影响不大。在羚羊和摩富龙胎中未检测到抗体和弓形虫DNA。然而,如果间接水平传播是主要途径,那么岩羚羊接触弓形虫并没有显示出明显的与年龄相关的增加。相比之下,在野猫的大脑和粪便样本中检测到弓形虫DNA,证实了它们在该生态系统中作为最终宿主的作用。总的来说,我们的研究结果加强了高山生态系统是弓形虫卵囊污染较低的环境的假设,弓形虫很可能依赖于森林循环。这些结果表明,在持续的环境和生态变化中,野生反刍动物,如岩羚羊和mouflon,可以作为该寄生虫范围变化的有效哨兵。
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Veterinary Sciences
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