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The Effect of Seasonal Changes in Non-Structural Carbohydrates in Pasture on the Metabolic Profile of Horses with Laminitis. 牧场非结构性碳水化合物季节变化对板叶炎马代谢谱的影响。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3390/ani16020267
Eva Mlyneková, Stanislav Zaťko, Marko Halo, Ivan Imrich, Marko Halo

This study aimed to examine the seasonal dynamics of non-structural carbohydrates in pasture and their relationship to metabolic indicators in horses with a history of laminitis. Thirty Hucul mares were divided into a laminitis group (LG, n = 15) and a control group (CG, n = 15). Insulin, glucose, fructosamines concentrations and body weight were monitored during four sampling periods (S0-S3), while pasture variables were analyzed during three periods (S1-S3). The concentration of water-soluble carbohydrates was highest in May (126.8 g/kg DM) and measured lower in October (57.9 g/kg DM), while starch concentrations measured 0.1 g/kg DM in May, 25.8 g/kg DM in July, and 24.0 g/kg DM in October. No significant differences were observed in insulin concentrations between groups (p > 0.05). Glucose was significantly higher in LG in May (LG: 5.50 mmol/L; CG: 5.09 mmol/L; p < 0.05) and October (LG: 5.98 mmol/L; CG: 5.24 mmol/L; p < 0.01). Fructosamine values were higher in LG throughout the season, with significance in October (LG: 120.6 μmol/L; CG: 101.1 μmol/L; p < 0.05). Body weight increased in both LG and CG during grazing (S2), with mean values at S0 being 423.6 kg in LG and 424.8 kg in CG, and at S2 being 533.8 kg in LG and 535.6 kg in CG (p > 0.05 for between-group differences). These findings suggest a different glycemic response in laminitic horses in relation to WSC and starch concentrations and highlight starch as a potential predictor of glycemic instability.

本研究旨在研究牧场非结构性碳水化合物的季节性动态及其与蹄板炎病史马代谢指标的关系。30匹huul母马分为板炎组(LG, n = 15)和对照组(CG, n = 15)。在4个采样期(S1-S3)监测胰岛素、葡萄糖、果糖胺浓度和体重,在3个采样期(S1-S3)分析牧场变量。水溶性碳水化合物浓度在5月最高(126.8 g/kg DM), 10月最低(57.9 g/kg DM),淀粉浓度在5月、7月和10月分别为0.1 g/kg DM、25.8 g/kg DM和24.0 g/kg DM。各组胰岛素浓度差异无统计学意义(p < 0.05)。LG的葡萄糖在5月(LG: 5.50 mmol/L, CG: 5.09 mmol/L, p < 0.05)和10月(LG: 5.98 mmol/L, CG: 5.24 mmol/L, p < 0.01)显著升高。LG果胺值在整个季节都较高,在10月份具有显著性(LG: 120.6 μmol/L; CG: 101.1 μmol/L; p < 0.05)。放牧期间,肥羊和肥羊的体重均有所增加(S2),肥羊的平均值为423.6 kg,肥羊的平均值为424.8 kg,肥羊的平均值为533.8 kg,肥羊的平均值为535.6 kg(组间差异p < 0.05)。这些发现表明,与WSC和淀粉浓度相关的板状马的血糖反应不同,并强调淀粉是血糖不稳定的潜在预测因子。
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引用次数: 0
Effect of Dietary Supplementation with Rumen-Protected GABA (γ-Aminobutyric Acid) on Milk Productivity and Blood Profiles of Dairy Cattle Under Heat Stress Conditions. 饲粮中添加保护性瘤胃GABA (γ-氨基丁酸)对热应激条件下奶牛产奶量和血液特征的影响
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3390/ani16020262
Young Hye Joo, Jun Sik Woo, Honggu Lee, Won Seob Kim, Keun Kyu Park, Yognjun Choi

This study was conducted to evaluate the effect of rumen-protected γ-aminobutyric acid (GABA) supplementation on milk productivity of lactating Holstein cows. Eighteen Holstein dairy cows (mean parity, 2.2 ± 1.0 year; mean milk yield, 34.3 ± 5.5 kg) were selected in a commercial dairy farm for the experiment. The experiment was conducted from 17 July 2024 to 11 September 2024 (56 days). Generally, THI 72 is set as a threshold since the productivity of Holstein cows starts to decrease. Animals were exposed to heat stress conditions (THI ≥ 72) during the experimental period. The basal diet was fed as a total mixed ration (TMR), and GABA was top-dressed onto the TMR. The treatments were basal diet (Control), basal diet supplemented with rumen-protected GABA 3 g/d (Treatment 1), and basal diet supplemented with rumen-protected GABA 6 g/d (Treatment 2) as a completely randomized design. Statistical significance was compared between the control and GABA treatment groups using the method of repeated measurement. Increased levels of rumen-protected GABA supplementation tended to mitigate the decline in milk yield associated with heat stress (p = 0.083). Milk fat content in the GABA supplementation groups was significantly greater than that in the control group (p = 0.036). Milk lactose content was significantly increased by GABA supplementation (p = 0.017). Blood metabolic profiles and cortisol did not differ significantly between the control and GABA supplementation groups. Activities in the GABA supplementation groups were significantly greater than those in the control group (p < 0.05). Rest and rumination times in the GABA supplementation group were significantly lower than those in the control group (p < 0.05). These results suggest that rumen-protected GABA can be a practical nutritional intervention for minimizing productivity losses in Holstein cows during periods of elevated ambient temperature.

本试验旨在研究在泌乳期荷斯坦奶牛中添加保护瘤胃的γ-氨基丁酸(GABA)对泌乳奶牛产奶量的影响。选取某商业奶牛场18头平均胎次2.2±1.0年、平均产奶量34.3±5.5 kg的荷斯坦奶牛进行试验。实验时间为2024年7月17日至2024年9月11日(56天)。一般情况下,当荷斯坦奶牛的生产能力开始下降时,将THI 72设为阈值。动物在实验期间暴露于热应激条件下(THI≥72)。基础饲粮以全混合日粮(TMR)饲喂,在TMR上复配GABA。试验采用完全随机设计,分别为基础饲粮(对照组)、基础饲粮中添加保护瘤胃GABA 3 g/d(处理1)和基础饲粮中添加保护瘤胃GABA 6 g/d(处理2)。采用重复测量的方法比较对照组与GABA治疗组之间的差异有统计学意义。瘤胃保护性GABA添加水平的增加倾向于缓解与热应激相关的产奶量下降(p = 0.083)。GABA添加组乳脂含量显著高于对照组(p = 0.036)。添加GABA显著提高了乳糖含量(p = 0.017)。血液代谢谱和皮质醇在对照组和GABA补充组之间没有显著差异。GABA添加组的活性显著高于对照组(p < 0.05)。GABA添加组休息和反刍次数显著低于对照组(p < 0.05)。这些结果表明,在环境温度升高期间,保护瘤胃的GABA可能是一种实用的营养干预措施,可最大限度地减少荷斯坦奶牛的生产力损失。
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引用次数: 0
Genomic Insights into Abdominal and Intramuscular Fat Deposition in Chickens and Their Implications for Productivity Traits: A Systematic Review. 鸡腹部和肌肉内脂肪沉积的基因组分析及其对生产性状的影响:系统综述。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3390/ani16020260
Olga Kochetova, Gulnaz Korytina, Yanina Timasheva, Irina Gilyazova, Askar Akhmetshin, Gulshat Abdeeva, Alexandra Karunas, Elza Khusnutdinova, Oleg Gusev

Abdominal fat deposition in chickens significantly impacts production efficiency and is influenced by complex genetic and molecular mechanisms. This review summarizes current genomic and transcriptomic research on the regulation of adipogenesis and fat accumulation in chickens, highlighting key genes and loci identified through genome-wide association studies as well as other candidates involved in lipogenesis, lipolysis, and transcriptional regulation. Major metabolic pathways, including MAPK, AMPK, PI3K/AKT/mTOR, TGFβ1/Smad3, FoxO, JAK-STAT, Wnt/β-catenin, and Sonic Hedgehog signaling, are examined for their roles in fat deposition. The regulatory functions of non-coding RNAs, including microRNAs, long non-coding RNAs, and circular RNAs, are discussed, focusing on their interactions with target mRNAs and signaling networks that control lipid metabolism, adipocyte differentiation, and energy balance. Integrating insights from both avian and human studies, this review emphasizes the molecular mechanisms underlying adipogenesis and highlights potential strategies for genetic selection aimed at reducing excessive abdominal fat and improving poultry productivity.

鸡腹部脂肪沉积对生产效率有显著影响,受复杂的遗传和分子机制影响。本文综述了目前关于鸡脂肪形成和脂肪积累调控的基因组学和转录组学研究,重点介绍了通过全基因组关联研究发现的关键基因和位点,以及参与脂肪形成、脂肪分解和转录调控的其他候选基因和位点。主要的代谢途径,包括MAPK、AMPK、PI3K/AKT/mTOR、tgf - β1/Smad3、FoxO、JAK-STAT、Wnt/β-catenin和Sonic Hedgehog信号,在脂肪沉积中的作用。本文讨论了非编码rna的调控功能,包括microRNAs、长链非编码rna和环状rna,重点讨论了它们与控制脂质代谢、脂肪细胞分化和能量平衡的靶mrna和信号网络的相互作用。本文综合了禽类和人类研究的见解,强调了脂肪形成的分子机制,并强调了旨在减少过多腹部脂肪和提高家禽生产力的遗传选择的潜在策略。
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引用次数: 0
Reference Intervals for Trace Elements in Canine Plasma. 犬血浆中微量元素的参考区间。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3390/ani16020264
Belén Larrán, Marta López-Alonso, Marta Miranda, María Luisa Suárez, Inmaculada Orjales

Trace elements are essential for organisms, and their involvement in diverse diseases is increasingly recognised. Interest is increasing in veterinary medicine, particularly in relation to canine diseases. However, reference intervals for trace elements in dogs remain scarce. Plasma samples from 140 dogs were analysed by inductively coupled plasma mass spectrometry to determine the levels of 13 trace elements. Reference intervals (µg/L) were established for the following 12 elements: As, 0.417-8.17; Co, 0.039-1.33; Cr, 2.41-13.3; Cu, 296-790; Fe, 846-3643; Hg, 0.235-2.33; Ni, 0.567-9.04; Mn, 1.90-7.28; Mo, 1.43-12.7; Pb, 0.285-2.82; Se, 200-434; and Zn, 415-1095. However, Cd was below the limit of quantification in 77% of the samples. No differences in trace element concentrations were observed in relation to breed or reproductive status. Statistically significant differences were found in relation to sex (Cu, Mo, Zn), age (Co, Cu, Mo, Mn, Se, Zn), and size (Cu, Mo, Se, Zn); however, the magnitude of these effects varied among elements and was generally weak. Nevertheless, these factors should be considered when assessing trace element status. These reference intervals constitute an important resource for both clinical evaluation and future research.

微量元素对生物体至关重要,人们越来越认识到它们与各种疾病的关系。人们对兽医,特别是与犬类疾病有关的兽医越来越感兴趣。然而,狗体内微量元素的参考区间仍然很少。采用电感耦合等离子体质谱法对140只狗的血浆样品进行了分析,以确定13种微量元素的含量。建立了以下12个元素的参考区间(µg/L): As, 0.417-8.17;有限公司0.039 - -1.33;Cr, 2.41 - -13.3;铜、296 - 790;菲,846 - 3643;Hg, 0.235 - -2.33;倪,0.567 - -9.04;锰、1.90 - -7.28;密苏里州,1.43 - -12.7;Pb, 0.285 - -2.82;, 200 - 434;和Zn, 415-1095。77%的样品中Cd含量低于定量限。微量元素浓度与品种或生殖状况没有关系。性别(Cu、Mo、Zn)、年龄(Co、Cu、Mo、Mn、Se、Zn)、大小(Cu、Mo、Se、Zn)差异有统计学意义;然而,这些影响的程度因因素而异,而且普遍较弱。然而,在评估微量元素状态时应考虑这些因素。这些参考区间构成了临床评价和未来研究的重要资源。
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引用次数: 0
Avoidance Behavior in Chinhai Spiny Newt Larvae: Responses to Visual and Chemical Cues from a Novel Predator. 中国海刺蝾螈幼虫的回避行为:对一种新的捕食者的视觉和化学线索的反应。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3390/ani16020261
Shiyan Feng, Wei Li, Di An, Zhiya Ma, Zhenhua Luo, Aichun Xu

Effective recognition of potential threats is crucial for survival in aquatic habitats, especially for amphibian larvae. As a critically endangered species, understanding how the Chinhai spiny newt (Echinotriton chinhaiensis) larvae recognize novel predators provides key scientific support for developing targeted conservation strategies. Using the American bullfrog (Lithobates catesbeiana) as a representative predator, we examined larval responses by presenting isolated visual or chemical cues, as well as visual cues from predators of differing body sizes. We measured larval avoidance and activity. Results showed that with only visual cues, larvae quickly avoided the bullfrog and significantly reduced their activity compared to controls. With only chemical cues, activity decreased significantly, but avoidance behavior did not. When both large and small bullfrogs were present, larvae avoided the larger individual significantly more. These findings demonstrate that E. chinhaiensis larvae can use visual or chemical cues to detect novel potential predators and assess risk based on size to guide their avoidance behavior. This study provides key empirical data for understanding anti-predator responses in endangered caudate amphibians and informs conservation strategies against potential threats.

有效识别潜在威胁对水生栖息地的生存至关重要,尤其是两栖动物的幼虫。作为一种极危物种,了解中国海刺蝾螈(Echinotriton chinhaiensis)幼虫如何识别新的捕食者,为制定有针对性的保护策略提供了重要的科学支持。以美洲牛蛙(Lithobates catesbeiana)为代表的捕食者,我们通过提供孤立的视觉或化学线索,以及来自不同体型捕食者的视觉线索来研究幼虫的反应。我们测量了幼虫的躲避和活动。结果表明,与对照组相比,只有视觉提示的幼虫迅速避开牛蛙,并显著减少其活动。只有化学线索,活动显著减少,但回避行为没有。当大牛蛙和小牛蛙同时存在时,幼虫对大牛蛙的回避程度显著提高。这些研究结果表明,中国海按蚊幼虫可以利用视觉或化学线索发现新的潜在捕食者,并根据大小评估风险,指导它们的躲避行为。该研究为了解濒危尾状两栖动物的反捕食反应提供了关键的经验数据,并为应对潜在威胁的保护策略提供了依据。
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引用次数: 0
The Complexity of Communication in Mammals: From Social and Emotional Mechanisms to Human Influence and Multimodal Applications. 哺乳动物交流的复杂性:从社会和情感机制到人类影响和多模式应用。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-15 DOI: 10.3390/ani16020265
Krzysztof Górski, Stanisław Kondracki, Katarzyna Kępka-Borkowska

Communication in mammals constitutes a complex, multimodal system that integrates visual, acoustic, tactile, and chemical signals whose functions extend beyond simple information transfer to include the regulation of social relationships, coordination of behaviour, and expression of emotional states. This article examines the fundamental mechanisms of communication from biological, neuroethological, and behavioural perspectives, with particular emphasis on domesticated and farmed species. Analysis of sensory signals demonstrates that their perception and interpretation are closely linked to the physiology of sensory organs as well as to social experience and environmental context. In companion animals such as dogs and cats, domestication has significantly modified communicative repertoires ranging from the development of specialised facial musculature in dogs to adaptive diversification of vocalisations in cats. The neurobiological foundations of communication, including the activity of the amygdala, limbic structures, and mirror-neuron systems, provide evidence for homologous mechanisms of emotion recognition across species. The article also highlights the role of communication in shaping social structures and the influence of husbandry conditions on the behaviour of farm animals. In intensive production environments, acoustic, visual, and chemical signals are often shaped or distorted by crowding, noise, and chronic stress, with direct consequences for welfare. Furthermore, the growing importance of multimodal technologies such as Precision Livestock Farming (PLF) and Animal-Computer Interaction (ACI) is discussed, particularly their role in enabling objective monitoring of emotional states and behaviour and supporting individualised care. Overall, the analysis underscores that communication forms the foundation of social functioning in mammals, and that understanding this complexity is essential for ethology, animal welfare, training practices, and the design of modern technologies facilitating human-animal interaction.

哺乳动物的交流构成了一个复杂的、多模态的系统,它集成了视觉、听觉、触觉和化学信号,其功能不仅限于简单的信息传递,还包括社会关系的调节、行为的协调和情绪状态的表达。本文从生物学、神经行为学和行为学的角度探讨了交流的基本机制,特别强调了驯化和养殖物种。对感觉信号的分析表明,它们的感知和解释与感觉器官的生理以及社会经验和环境背景密切相关。在像狗和猫这样的伴侣动物中,驯化已经显著地改变了它们的交流能力,从狗的特殊面部肌肉组织的发展到猫的适应性多样化发声。交流的神经生物学基础,包括杏仁核、边缘结构和镜像神经元系统的活动,为跨物种情感识别的同源机制提供了证据。这篇文章还强调了交流在塑造社会结构中的作用,以及饲养条件对农场动物行为的影响。在集约化的生产环境中,声音、视觉和化学信号常常因拥挤、噪音和长期压力而变形或扭曲,对福利产生直接影响。此外,本文还讨论了诸如精准畜牧业(PLF)和动物-计算机交互(ACI)等多模式技术日益增长的重要性,特别是它们在实现情绪状态和行为的客观监测以及支持个性化护理方面的作用。总的来说,分析强调了交流构成了哺乳动物社会功能的基础,理解这种复杂性对于行为学、动物福利、训练实践和促进人与动物互动的现代技术设计至关重要。
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引用次数: 0
Dietary Defective Jujube as a Corn Substitute: Impacts on Growth Performance, Meat Traits, and Alternaria Toxin Exposure in Lambs. 饲粮用缺陷红枣替代玉米:对羔羊生长性能、肉性状和交替菌毒素暴露的影响。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-14 DOI: 10.3390/ani16020255
Letian Zhang, Haoyang Hui, Muhammad Faheem, Yanfeng Xue, Ning Chen, Xiaoling Zhou

This study evaluated the effects of replacing corn with defective jujube (DJ) on growth, digestibility, blood biochemical indices, meat performance, and the presence of Alternaria toxin residues in Karakul lambs. Thirty-six lambs were split into groups given 0%, 15%, or 30% DJ, replacing 0%, 45.45%, and 90.91% of corn. The trial lasted 75 days, with 15 days for adaptation and 60 days for measurement. Digestibility for crude protein and ether extract of male lambs increased in the DJ30 group over CON (p < 0.05). High-density lipoprotein decreased in DJ30 (p < 0.01), while triglycerides and total cholesterol in DJ30 dropped (p < 0.05). Blood urea nitrogen and aspartate aminotransferase decreased in DJ15 and DJ30 (p < 0.01). Superoxide dismutase and catalase rose in DJ30 (p < 0.01), while malondialdehyde declined (p < 0.05). Growth hormone and insulin-like growth factor-1 increased in DJ30 (p < 0.01). Feeding DJ did not affect meat production or quality. No Alternaria toxins were detected in rumen, liver, or meat. Feeding 15-30% DJ improved nitrogen utilization, lipid metabolism, and blood antioxidant levels in lambs and reduced the risk of liver damage, while no Alternaria toxin remained in organs. A 30% DJ substitution for corn is a safe strategy for lamb feeding.

本研究评价了缺陷枣(DJ)替代玉米对卡拉库尔羔羊生长、消化率、血液生化指标、肉用性能和交替菌毒素残留的影响。36只羔羊分为DJ为0%、15%和30%组,分别替代玉米的0%、45.45%和90.91%。试验期75 d,预试期15 d,正试期60 d。DJ30组公羔羊粗蛋白质和粗脂肪消化率高于CON组(p < 0.05)。DJ30的高密度脂蛋白降低(p < 0.01),甘油三酯和总胆固醇降低(p < 0.05)。DJ15和DJ30的血尿素氮和天冬氨酸转氨酶降低(p < 0.01)。DJ30组超氧化物歧化酶和过氧化氢酶升高(p < 0.01),丙二醛降低(p < 0.05)。生长激素和胰岛素样生长因子-1在DJ30组均升高(p < 0.01)。饲喂DJ不影响肉品质的产量。瘤胃、肝脏和肉中均未检测到交替菌毒素。饲喂15-30% DJ提高了羔羊的氮利用率、脂质代谢和血液抗氧化水平,降低了肝脏损伤的风险,同时各器官中没有交替菌毒素残留。用30%的DJ替代玉米是安全的羔羊饲养策略。
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引用次数: 0
Effects of Aquatic Plants on Water Quality, Microbial Community, and Fish Behaviors in Newly Established Betta Aquaria. 水生植物对新建斗鱼水族馆水质、微生物群落和鱼类行为的影响
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-14 DOI: 10.3390/ani16020247
Yidan Xu, Lixia Li, Yuting Chen, Yue Zhang, Tianyu Niu, Puyi Huang, Longhui Chai

Maintaining water quality and fish well-being in newly established, small, unfiltered betta (Betta splendens) aquaria is a significant challenge. To improve betta fish breeding and welfare, this study set up four groups: the Sagittaria subulata (S.su) group, the Alternanthera reineckii (A.re) group, the Wolffia globosa (W.gl) group, and the plant-free (CG) group. We evaluated the effects of aquatic plants on water quality, fish behavior, and microbial community in newly established tanks over 25 days. The results demonstrated that both the dissolved oxygen (DO) and potential of hydrogen (pH) decreased with the experimental duration, while ammonia nitrogen (NH3-N) increased over time in all groups. Compared to the CG group, all aquatic plants significantly reduced the NH3-N accumulation. The S.su group exhibited the lowest mean NH3-N concentration of only 0.14 mg·L-1, which was considerably lower than that of the other groups (p < 0.05). The behavioral analysis revealed that, during the 25-day randomized monitoring period, bettas in the S.su group exhibited the lowest surface breathing, with an average of only 0.36 events per 5 min, which was significantly lower than that of the CG group (p < 0.05). Additionally, the S.su and W.gl groups demonstrated longer average swimming durations than the other groups, suggesting a potential trend toward improved welfare in betta fish. Aquatic plants shaped the microbial diversity and composition within the experimental aquatic system. The W.gl group had the highest microbial diversity, and the A.re and S.su groups enriched Verrucomicrobiota. These results demonstrate the preferential shaping of microbial communities by aquatic plants, suggesting a potential pathway for enhancing water quality. In conclusion, S. subulata demonstrates the greatest benefits under the experimental conditions, making it a more suitable choice for this experiment.

维持新建立的小型未经过滤的斗鱼(betta splendens)水族馆的水质和鱼类健康是一个重大挑战。为了提高斗鱼的繁殖和福利水平,本研究将斗鱼分为4个组:矢尾鱼(Sagittaria subulata, s.u u)组、黄颡鱼(Alternanthera reineckii, A.re)组、黄颡鱼(Wolffia globosa, W.gl)组和无植鱼(CG)组。在25天的时间里,我们评估了水生植物对新建鱼缸的水质、鱼类行为和微生物群落的影响。结果表明,各组溶解氧(DO)和氢电位(pH)随实验时间的延长而降低,氨氮(NH3-N)随实验时间的延长而升高。与CG组相比,所有水生植物均显著降低了NH3-N积累。S.su组NH3-N平均浓度最低,仅为0.14 mg·L-1,显著低于其他各组(p < 0.05)。行为学分析显示,在25天的随机监测期间,s.u.组的斗鱼表面呼吸最低,平均每5 min只有0.36次,显著低于CG组(p < 0.05)。此外,S.su和W.gl组的平均游泳时间比其他组长,这表明斗鱼的福利有改善的潜在趋势。水生植物塑造了实验水生系统内微生物的多样性和组成。w.l l组微生物多样性最高,A.re和s.u u组Verrucomicrobiota富集。这些结果证明了水生植物对微生物群落的优先塑造,为改善水质提供了一条潜在的途径。综上所述,在实验条件下,藜麦的效益最大,是本实验较为合适的选择。
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引用次数: 0
Lightweight Fine-Tuning for Pig Cough Detection. 轻量微调猪咳嗽检测。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-14 DOI: 10.3390/ani16020253
Xu Zhang, Baoming Li, Xiaoliu Xue

Respiratory diseases pose a significant threat to intensive pig farming, and cough recognition serves as a key indicator for early intervention. However, its practical application is constrained by the scarcity of labeled samples and the complex acoustic conditions of farm environments. To address these challenges, this study proposes a lightweight pig cough recognition method based on a pre-trained model. By freezing the backbone of a pre-trained audio neural network and fine-tuning only the classifier, our approach achieves effective knowledge transfer and domain adaptation with very limited data. We further enhance the model's ability to capture temporal-spectral features of coughs through a time-frequency dual-stream module. On a dataset consisting of 107 cough events and 590 environmental noise clips, the proposed method achieved an accuracy of 94.59% and an F1-score of 92.86%, significantly outperforming several traditional machine learning and deep learning baseline models. Ablation studies validated the effectiveness of each component, with the model attaining a mean accuracy of 96.99% in cross-validation and demonstrating good calibration. The results indicate that our framework can achieve high-accuracy and well-generalized pig cough recognition under small-sample conditions. The main contribution of this work lies in proposing a lightweight fine-tuning paradigm for small-sample audio recognition in agricultural settings, offering a reliable technical solution for early warning of respiratory diseases on farms. It also highlights the potential of transfer learning in resource-limited scenarios.

呼吸道疾病对集约化养猪业构成重大威胁,咳嗽识别是早期干预的关键指标。然而,它的实际应用受到标记样品的稀缺性和农场环境复杂的声学条件的限制。为了解决这些挑战,本研究提出了一种基于预训练模型的轻量级猪咳嗽识别方法。通过冻结预训练音频神经网络的主干并仅微调分类器,我们的方法在非常有限的数据下实现了有效的知识转移和领域自适应。我们通过时频双流模块进一步增强了模型捕捉咳嗽时间谱特征的能力。在包含107个咳嗽事件和590个环境噪声片段的数据集上,该方法的准确率为94.59%,f1得分为92.86%,显著优于几种传统的机器学习和深度学习基线模型。消融研究验证了每个组件的有效性,模型在交叉验证中达到96.99%的平均精度,并显示出良好的校准。结果表明,该框架能够在小样本条件下实现高精度、泛化的猪咳嗽识别。这项工作的主要贡献在于为农业环境中的小样本音频识别提出了一种轻量级微调范例,为农场呼吸系统疾病的早期预警提供了可靠的技术解决方案。它还强调了迁移学习在资源有限的情况下的潜力。
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引用次数: 0
Evaluation of the Diagnostic Performance and Validation of an AI-Assisted Fluorescence Imaging Device for Fecal Egg Counts Against the Manual McMaster Reference Method in Kiko Male Goats. 人工智能辅助荧光成像设备对Kiko公山羊粪蛋计数诊断性能的评估及与人工麦克马斯特参考法的验证
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-14 DOI: 10.3390/ani16020248
Ahmadreza Mirzaei, Alireza Rahmani Shahraki, Fiona P Maunsell, Brittany N Diehl

Gastrointestinal parasites are a major health and economic concern in small ruminants. The classic microscopic approach using the manual McMaster method serves to quantitatively count parasite eggs, which are labor-intensive and prone to variation. Artificial intelligence-based systems (Parasight®, powered by Fecalsight AI™) could provide quicker and more objective alternatives; therefore, independent validation is necessary before clinical implementation. The objective of this study was to evaluate the agreement, classification consistency, and diagnostic performance of Parasight® relative to the manual McMaster method, with a focus on its suitability as a screening and decision-support tool. Fecal samples from 44 Kiko goats over 3 sampling times were analyzed using both methods, with manual counts performed independently by 2 observers. Agreement between methods was assessed using Lin's concordance correlation coefficient, Bland-Altman analysis, and Cohen's Kappa for categorical classification. Diagnostic performance for identifying animals exceeding the clinical treatment threshold (>1000 eggs per gram) was evaluated using receiver operating characteristic (ROC) analysis, and regression modeling was used to characterize associations between methods. Manual observers showed high reliability, confirming the suitability of the McMaster method as a reference. Compared with manual counts, Parasight® consistently underestimated egg counts, resulting in poor-to-moderate absolute agreement; however, it reliably ranked animals by parasite burden and showed excellent discrimination for identifying animals above the treatment threshold (AUC = 0.90-0.96). Regression analyses further demonstrated linear or curvilinear associations depending on egg counts. Overall, the Parasight® device reliably captured relative parasite burden but required a lower operational threshold to match manual treatment decisions.

胃肠道寄生虫是小反刍动物的主要健康和经济问题。使用手工麦克马斯特方法的经典显微镜方法用于定量计数寄生虫卵,这是劳动密集型的,容易发生变化。基于人工智能的系统(Parasight®,由Fecalsight AI™提供支持)可以提供更快、更客观的替代方案;因此,在临床应用前进行独立验证是必要的。本研究的目的是评估Parasight®相对于手动麦克马斯特方法的一致性、分类一致性和诊断性能,重点是其作为筛选和决策支持工具的适用性。采用两种方法对44只Kiko山羊的粪便样本进行了3次采样,并由2名观察员独立进行了人工计数。采用Lin的一致性相关系数、Bland-Altman分析和Cohen的Kappa分类法评估方法间的一致性。使用受试者工作特征(ROC)分析评估识别超过临床治疗阈值(每克1000个鸡蛋)的动物的诊断性能,并使用回归建模来表征方法之间的相关性。人工观测显示了高可靠性,证实了麦克马斯特方法作为参考的适用性。与人工计数相比,Parasight®一直低估卵子计数,导致绝对一致性差到中等;然而,该方法对动物寄生虫负担进行可靠排序,对识别高于处理阈值的动物具有良好的鉴别能力(AUC = 0.90-0.96)。回归分析进一步证明了依赖于卵子数量的线性或曲线关联。总体而言,Parasight®设备可靠地捕获了相对的寄生虫负担,但需要较低的操作阈值来匹配人工处理决策。
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