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Longitudinal Study of Changes in Ammonia, Carbon Dioxide, Humidity and Temperature in Individually Ventilated Cages Housing Female and Male C57BL/6N Mice during Consecutive Cycles of Weekly and Bi-Weekly Cage Changes. 雌性和雄性 C57BL/6N 小鼠独立通风笼中氨气、二氧化碳、湿度和温度在每周和每两周换笼的连续周期内变化的纵向研究。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-21 DOI: 10.3390/ani14182735
Martina Andersson, Karin Pernold, Niklas Lilja, Rafael Frias-Beneyto, Brun Ulfhake

Housing conditions are essential for ensuring animal welfare and high-quality research outcomes. In this study, we continuously monitored air quality-specifically ammonia, carbon dioxide, relative humidity, and temperature-in Individually Ventilated Cages (IVCs) housing five female or male C57BL/6N mice. The cages were cleaned either weekly or bi-weekly, and the data were collected as the mice aged from 100 to 348 days. The survival rate remained above 96%, with body weight increasing by 35-52% during the study period. The ammonia levels rose throughout the cleaning cycle, but averaged below 25 ppm. However, in the older, heavier mice with bi-weekly cage cleaning, the ammonia levels reached between 25 and 75 ppm, particularly in the males. While circadian rhythms influenced the ammonia concentration only to a small extent, the carbon dioxide levels varied between 800 and 3000 ppm, increasing by 30-50% at night and by 1000 ppm with body weight. Humidity also correlated primarily with the circadian rhythms (10% higher at night) and, to a lesser extent, with body weight, reaching ≥70% in the middle-aged mice. The temperature variations remained minimal, within a 1 °C range. We conclude that air quality assessments in IVCs should be conducted during animals' active periods, and both housing density and biomass must be considered to optimise welfare.

饲养条件对于确保动物福利和高质量的研究成果至关重要。在这项研究中,我们连续监测了饲养五只雌性或雄性 C57BL/6N 小鼠的独立通风笼(IVC)中的空气质量,特别是氨气、二氧化碳、相对湿度和温度。笼子每周或每两周清理一次,并在小鼠从 100 天到 348 天的生长过程中收集数据。在研究期间,小鼠的存活率保持在 96% 以上,体重增加了 35-52%。在整个清洗周期中,氨的含量都在上升,但平均低于 25 ppm。然而,在每两周清理一次笼子的较年长、较重的小鼠中,氨含量达到 25 至 75 ppm,尤其是雄性小鼠。昼夜节律对氨气浓度的影响很小,而二氧化碳浓度则在 800 至 3000 ppm 之间变化,夜间增加 30-50%,并随体重增加 1000 ppm。湿度也主要与昼夜节律相关(夜间增加 10%),在较小程度上与体重相关,在中年小鼠中达到≥70%。温度变化仍然很小,在 1 °C范围内。我们的结论是,IVC中的空气质量评估应在动物活动期间进行,而且必须考虑饲养密度和生物量,以优化福利。
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引用次数: 0
Pedigree-Based Description of Danubia Alba Rabbit Breed Lines. 基于血统的达努比亚阿尔巴兔品系描述。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-21 DOI: 10.3390/ani14182740
János Posta, Csongor Demeter, Zoltán Német, Máté Sándor, Zsolt Gerencsér, Zsolt Matics

The diversity of livestock animal breeds is an integral part of global biodiversity and requires careful management for sustainability and future availability. Avoiding inbreeding is a crucial aspect of mating of breeding animals. Our aims were to describe the quality of the pedigree, generation interval, gene origin, inbreeding, and effective population size of Danubia Alba rabbit lines. Line "D" is the maternal, whereas lines "C" and "X" are used as the paternal lines. The pedigree information was followed back from the actual breeding rabbits up to the founder animals. The rabbits having offspring in 2023 were chosen as reference populations for each line. The complete generation equivalent (GenCom) was 17.68 for line "C", 18.32 for line "D", and 17.49 for line "X", respectively. The maximum number of generations (GenMax) was above 30 for each line. The estimated bottleneck effect is mostly the result of selection and not a real genetic loss. The Wright inbreeding coefficient (F_Wright) was the highest for the "X" line rabbits, whereas it was the lowest for the line "D". Kalinowski's decomposition of inbreeding showed that it originated mostly from the past; the current fixation of alleles was quite similar for the line "C" and "D". Based on the predicted effective population sizes, it seems that there is no problem in maintaining of Danubia Alba lines.

牲畜品种的多样性是全球生物多样性不可分割的一部分,需要精心管理,以实现可持续性和未来的可用性。避免近亲繁殖是种畜交配的一个重要方面。我们的目的是描述达努比亚阿尔巴兔品系的血统质量、世代间隔、基因来源、近亲繁殖和有效种群数量。D "品系为母系,"C "和 "X "品系为父系。血统信息从实际种兔一直追溯到始祖兔。每个品系选择在 2023 年有后代的兔子作为参考群体。C "品系、"D "品系和 "X "品系的完整世代当量(GenCom)分别为 17.68、18.32 和 17.49。各品系的最大世代数(GenMax)均超过 30 代。估计的瓶颈效应主要是选择的结果,而不是真正的遗传损失。X "品系兔的莱特近交系数(F_Wright)最高,而 "D "品系兔的莱特近交系数最低。卡利诺夫斯基近亲繁殖分解法表明,近亲繁殖主要源自过去;"C "品系和 "D "品系目前的等位基因固定情况非常相似。根据预测的有效种群数量,保持达努比亚阿尔巴品系似乎没有问题。
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引用次数: 0
Effects of Feeding Systems on the Growth Performance, Carcass Characteristics, and Meat Quality in Sheep: A Meta-Analysis. 饲喂系统对绵羊生长性能、胴体特征和肉质的影响:Meta 分析。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-21 DOI: 10.3390/ani14182738
Wenjie Wang, Xiaoan Zhang, Huiqing Wei, Sunze Wang, Yang Ye, Li He, Kefan Zhang, Yuan Lu, Zijun Zhang, Yafeng Huang

Meat quality is important in the meat-production chain. Conflicting reports of the effects of feeding systems on sheep growth performance and meat quality exist. By way of meta-analysis, we reviewed the literature on the growth and slaughter performance, and meat quality of lambs that grazed solely on pasture, those that grazed on pasture but received a dietary supplement, and those were exclusively fed indoors. The relevant literature comprised 28 papers, from which response variables of interest were obtained. Compared with stall-fed sheep, pasture-grazing led to significantly (p < 0.05) lower average daily gain, slaughter live weight, hot carcass weight, cold carcass weight, and similar dressing percentage, but pasture-grazed sheep fed a supplement had similar (p > 0.05) values for each of these attributes to stall-fed sheep. The quality of the longissimus muscle from lambs that grazed either exclusively on pasture or pasture with a supplement had significantly (p < 0.05) lower lightness and intramuscular fat content, and significantly (p < 0.05) higher yellowness, Warner-Bratzler shear force, and protein content than meat from stall-fed sheep. We conclude that sheep that have fed exclusively on pasture have lower carcass yield and meat edibility, but improved meat quality, and that pasture-fed sheep that received a supplement had comparable carcass attributes, but greater meat color and health quality than stall-fed sheep.

肉质在肉类生产链中非常重要。关于饲养系统对绵羊生长性能和肉质的影响,存在着相互矛盾的报道。通过荟萃分析,我们查阅了有关羔羊生长和屠宰性能以及肉质的文献,这些羔羊包括只在牧场放牧的羔羊、在牧场放牧但接受日粮补充的羔羊以及只在室内饲养的羔羊。相关文献包括 28 篇论文,从中获得了感兴趣的响应变量。与散养绵羊相比,放牧绵羊的平均日增重、屠宰活重、热胴体重、冷胴体重明显较低(p < 0.05),拌料百分比也与散养绵羊相似,但放牧绵羊在这些属性中的每项数值都与散养绵羊相似(p > 0.05)。与厩饲绵羊相比,只吃牧草或吃牧草并添加辅料的绵羊长肌质量的光亮度和肌内脂肪含量明显较低(p < 0.05),而黄度、Warner-Bratzler 剪切力和蛋白质含量则明显较高(p < 0.05)。我们的结论是,只吃牧草的绵羊胴体产量和肉的可食性较低,但肉质有所改善,而吃牧草的绵羊与吃厩牧草的绵羊相比,胴体属性相当,但肉色和健康质量更好。
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引用次数: 0
Pleiotropic Gene HMGA2 Regulates Myoblast Proliferation and Affects Body Size of Sheep. 多效基因 HMGA2 调控成肌细胞增殖并影响绵羊的体型
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182721
Xiukai Cao, Chen Ling, Yongqi Liu, Yifei Gu, Jinlin Huang, Wei Sun

Uncovering genes associated with muscle growth and body size will benefit the molecular breeding of meat Hu sheep. HMGA2 has proven to be an important gene in mouse muscle growth and is associated with the body size of various species. However, its roles in sheep are still limited. Using sheep myoblast as a cell model, the overexpression of HMGA2 significantly promoted sheep myoblast proliferation, while interference with HMGA2 expression inhibited proliferation, indicated by qPCR, EdU, and CCK-8 assays. Furthermore, the dual-luciferase reporter system indicated that the region NC_056056.1: 154134300-154134882 (-618 to -1200 bp upstream of the HMGA2 transcription start site) was one of the habitats of the HMGA2 core promoter, given the observation that this fragment led to a ~3-fold increase in luciferase activity. Interestingly, SNP rs428001129 (NC_056056.1:g.154134315 C>A) was detected in this fragment by Sanger sequencing of the PCR product of pooled DNA from 458 crossbred sheep. This SNP was found to affect the promoter activity and was significantly associated with chest width at birth and two months old, as well as chest depth at two and six months old. The data obtained in this study demonstrated the phenotypic regulatory role of the HMGA2 gene in sheep production traits and the potential of rs428001129 in marker-assisted selection for sheep breeding in terms of chest width and chest depth.

发现与肌肉生长和体型相关的基因将有利于肉用胡羊的分子育种。HMGA2 已被证明是小鼠肌肉生长的重要基因,并与不同物种的体型有关。然而,它在绵羊中的作用仍然有限。以绵羊成肌细胞为细胞模型,通过 qPCR、EdU 和 CCK-8 试验表明,过表达 HMGA2 能显著促进绵羊成肌细胞的增殖,而干扰 HMGA2 的表达则会抑制增殖。此外,双荧光素酶报告系统表明,NC_056056.1: 154134300-154134882 区域(HMGA2 转录起始位点上游 -618 至 -1200 bp)是 HMGA2 核心启动子的栖息地之一,因为观察到该片段导致荧光素酶活性增加了约 3 倍。有趣的是,通过对来自 458 只杂交绵羊的汇集 DNA 的 PCR 产物进行 Sanger 测序,在该片段中检测到了 SNP rs428001129(NC_056056.1:g.154134315 C>A)。研究发现,该 SNP 会影响启动子的活性,并与出生时和两个月大时的胸宽以及两个月大和六个月大时的胸深显著相关。本研究获得的数据证明了 HMGA2 基因在绵羊生产性状中的表型调控作用,以及 rs428001129 在绵羊育种中胸宽和胸深方面的标记辅助选择潜力。
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引用次数: 0
Fermented Rapeseed Meal as a Dietary Intervention to Improve Mineral Utilization and Bone Health in Weaned Piglets. 发酵菜籽粕作为改善断奶仔猪矿物质利用率和骨骼健康的膳食干预措施
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182727
Anna Czech, Katarzyna Woś, Karol Pachciński, Siemowit Muszyński, Michał Świetlicki, Ewa Tomaszewska

This study examined the effects of incorporating fermented rapeseed meal (FRSM) into the diet of newly weaned piglets on mineral digestibility and bone health. Experimental diets containing varying levels of FRSM (8%, 12%, 15%, and 25%) were introduced to the piglets at 18 days of age, prior to weaning at 28 days. These diets were continued until the piglets were euthanized at 42 days of age. Mineral absorption was assessed using the apparent total tract digestibility (ATTD) method and blood plasma element analysis, while bone mineral content and mechanical properties were evaluated through densitometry and three-point bending tests. The results showed that intermediate levels of FRSM (12-15%) significantly enhanced the digestibility of key minerals, including phosphorus, calcium, magnesium, copper, zinc, and iron. This improvement was linked to increased femoral mineral content and bone stiffness, as well as a higher yield point, likely due to enhanced collagen synthesis. Additionally, there was an increase in bone fracture load and fracture stress, potentially due to changes in the organization of the bone mineral phase, as no changes in bone mid-shaft mineral density or geometry were observed. These findings suggest FRSM as a promising dietary component for improving mineral bioavailability and bone health in piglets.

本研究探讨了在刚断奶仔猪的日粮中添加发酵菜籽粕(FRSM)对矿物质消化率和骨骼健康的影响。在 28 天断奶前,18 日龄的仔猪开始食用含有不同水平 FRSM(8%、12%、15% 和 25%)的试验性日粮。这些日粮一直持续到仔猪 42 日龄安乐死为止。采用表观总消化率(ATTD)法和血浆元素分析评估了矿物质的吸收情况,同时通过密度计和三点弯曲试验评估了骨矿物质含量和机械性能。结果表明,中等水平的 FRSM(12-15%)能显著提高磷、钙、镁、铜、锌和铁等主要矿物质的消化率。这种改善与股骨矿物质含量和骨硬度的增加以及更高的屈服点有关,这可能是由于胶原蛋白合成的增强。此外,骨骨折负荷和骨折应力也有所增加,这可能是由于骨矿相组织发生了变化,因为在骨中轴矿物质密度或几何形状方面没有观察到任何变化。这些研究结果表明,FRSM 是一种很有前景的改善仔猪矿物质生物利用率和骨骼健康的膳食成分。
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引用次数: 0
First Detection of Gammacoronavirus in a Striped Dolphin (Stenella coeruleoalba) from the Adriatic Sea. 首次在亚得里亚海的花纹海豚(Stenella coeruleoalba)体内检测到加马可罗病毒。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182725
Matteo Legnardi, Giovanni Franzo, Mattia Cecchinato, Haiyang Si, Riccardo Baston, Sandro Mazzariol, Cinzia Centelleghe, Guido Pietroluongo, Draško Holcer, Jure Miočić-Stošić, Jeroen Hofs, Maša Frleta-Valić, Claudia Maria Tucciarone

This case report presents the first molecular identification of a gammacoronavirus in a free-ranging striped dolphin (Stenella coeruleoalba) that was found stranded along the Croatian coastline in 2022. The dolphin exhibited a concurrent infection with cetacean morbillivirus. The gammacoronavirus strain was amplified and sequenced from heart tissue imprinted on an FTA®card, revealing a notable genetic distance (approximately 8%) from previously characterized cetacean gammacoronaviruses. This finding highlights the importance of including gammacoronaviruses in routine diagnostics for stranded dolphins to gather epidemiological data on their prevalence and potential role in causing disease in cetaceans. This study sets the premises for a further understanding of the diversity and distribution of gammacoronaviruses in marine mammals and highlights the necessity for ongoing surveillance of emerging infectious diseases in wild populations.

本病例报告首次从 2022 年在克罗地亚海岸线发现的一只搁浅的自由放养条纹海豚(Stenella coeruleoalba)身上进行了伽马科罗纳病毒的分子鉴定。该海豚同时还感染了鲸目动物摩比病毒。从印制在 FTA® 卡上的心脏组织中扩增并测序了伽马可龙病毒菌株,发现其与之前的鲸目动物伽马可龙病毒有明显的遗传距离(约 8%)。这一发现凸显了将伽马可罗那病毒纳入搁浅海豚常规诊断的重要性,以收集关于其流行率及其在鲸类动物中致病的潜在作用的流行病学数据。这项研究为进一步了解海洋哺乳动物中加马可罗病毒的多样性和分布情况奠定了基础,并强调了对野生种群中新出现的传染性疾病进行持续监测的必要性。
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引用次数: 0
Effects of Different Processed Diets on Growth Performance, Blood Parameters, Hair Quality and Fecal Microbiota in Ragdoll Cats. 不同加工日粮对布偶猫生长性能、血液参数、毛发质量和粪便微生物群的影响
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182729
Peng Wang, Xin Tian, Jie Feng

In recent years, there has been ongoing debate about the dietary choices for pet cats, particularly regarding three options: extruded dry food, cooked meat, and raw meat. Determining which diet is most suitable for a cat's healthy growth still requires substantial empirical support. Our study aimed to evaluate the effects of feeding Ragdoll cats (n = 5/group) extruded dry food (ED), cooked meat (CM), and raw meat (RM) on their growth performance, apparent digestibility, fur condition, blood parameters, fecal scores, and gut microbiota composition. However, our results indicate that different types of diets did not significantly affect the daily weight gain of Ragdoll cats. The CM group showed a significant improvement in the digestibility of dry matter, fat and protein compared to the ED group (p < 0.05) but no improvement in that of fat compared to the RM group. Compared to the ED group, both the CM and RM groups showed significant improvements in fur condition while exhibiting a significant decrease in fecal scores (p < 0.05). The CM and RM groups exhibited enhanced serum antioxidant capacity (p < 0.05) and increased immunity in the cats (p < 0.05). Immunity enhancement in the CM group was significantly higher than that in the RM group(p < 0.05). The ED group showed an increase in the abundance of beneficial bacteria in Ragdoll cat intestines, while the CM and RM groups showed enhancements in the innate microbiota of feline animals. These data, to some extent, suggest that CM is the most suitable diet for Ragdoll cats, but further research on intestine microbiota is still needed. These study findings provide a reference for purebred pet breeding purposes.

近年来,关于宠物猫饮食选择的争论一直不断,尤其是关于挤压干粮、熟肉和生肉这三种选择。要确定哪种饮食最适合猫咪的健康成长,仍然需要大量的经验支持。我们的研究旨在评估用挤压干粮(ED)、熟肉(CM)和生肉(RM)喂养布偶猫(每组 5 只)对其生长表现、表观消化率、皮毛状况、血液参数、粪便评分和肠道微生物群组成的影响。然而,我们的研究结果表明,不同类型的日粮对布偶猫的日增重没有显著影响。与 ED 组相比,CM 组的干物质、脂肪和蛋白质消化率明显提高(p < 0.05),但与 RM 组相比,脂肪消化率没有提高。与 ED 组相比,CM 组和 RM 组的毛皮状况均有显著改善,而粪便评分则显著下降(p < 0.05)。CM 组和 RM 组的猫血清抗氧化能力增强(p < 0.05),免疫力提高(p < 0.05)。CM 组免疫力的提高明显高于 RM 组(P < 0.05)。ED 组显示布偶猫肠道中有益细菌的数量有所增加,而 CM 组和 RM 组则显示猫科动物的先天微生物群有所增加。这些数据在一定程度上表明,CM 是最适合布偶猫的饮食,但仍需对肠道微生物群进行进一步研究。这些研究结果为纯种宠物饲养提供了参考。
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引用次数: 0
Comparative Analysis of the Potential Adaptability of Tibetan Dzo and Yellow Cattle Based on Blood Indices, Metabolites, and Fecal Microbiota. 基于血液指标、代谢物和粪便微生物群的藏牛和黄牛潜在适应性比较分析
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182728
Kenan Li, Guorui Zhang, Mengjiao Sun, Maolin Xia, Ruizhi Shi, Yanmei Jin, Xiaoqing Zhang

This study aimed to investigate the differences in environmental adaptability between dzo and Tibetan yellow cattle by using corresponding assay kits to analyze blood indices, utilizing mass spectrometry for blood metabolite profiling, and performing 16S rDNA sequencing of fecal microbiota. Forty female cattle were randomly divided into a dzomo (female dzo) group (MG, n = 20) and a Tibetan-yellow-cattle group (HG, n = 20). After 150 days of uniform feeding, six cattle from each group were randomly picked for jugular blood sampling and collection of fecal microorganisms. The results showed that the serum albumin, creatinine, total protein, superoxide dismutase, IgG, and IgM concentrations in the MG group were higher (p < 0.05), whereas the serum triglyceride concentration was lower, compared to the HG group (p < 0.05). The higher level of phospholipids containing long-chain polyunsaturated fatty acids (PUFAs) (PC (18:5e/2:0), PC (20:5e/2:0), LPC 18:2, LPC 20:5) observed in the serum of the dzo suggests that they have an advantage in adapting to the challenging conditions of the plateau environment. The fecal microbiota analysis showed that Akkermansia was significantly enriched in the MG group; this might be the key bacterial genus leading to the strong adaptability of dzo. Our findings indicated the dzo's superior adaptation to the Tibetan Plateau's harsh environment.

本研究旨在通过使用相应的检测试剂盒分析血液指标、利用质谱分析血液代谢物谱以及对粪便微生物群进行 16S rDNA 测序,研究藏黄牛和藏褐牛在环境适应性方面的差异。40 头雌性牛被随机分为地藏组(MG,n = 20)和藏黄牛组(HG,n = 20)。统一饲养 150 天后,每组随机抽取 6 头牛进行颈静脉采血和粪便微生物采集。结果显示,与 HG 组相比,MG 组的血清白蛋白、肌酐、总蛋白、超氧化物歧化酶、IgG 和 IgM 浓度较高(P < 0.05),而血清甘油三酯浓度较低(P < 0.05)。在鲯鳅血清中观察到的含有长链多不饱和脂肪酸(PUFAs)(PC (18:5e/2:0)、PC (20:5e/2:0)、LPC 18:2、LPC 20:5)的磷脂含量较高,这表明它们在适应高原环境的挑战性条件方面具有优势。粪便微生物群分析表明,MG组中Akkermansia显著富集;这可能是导致虾夷具有较强适应性的关键细菌属。我们的研究结果表明,虾夷能够很好地适应青藏高原的恶劣环境。
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引用次数: 0
Supervised Machine Learning Techniques for Breeding Value Prediction in Horses: An Example Using Gait Visual Scores. 用于马匹育种价值预测的有监督机器学习技术:以步态视觉评分为例。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182723
Fernando Bussiman, Anderson A C Alves, Jennifer Richter, Jorge Hidalgo, Renata Veroneze, Tiago Oliveira

Gait scores are widely used in the genetic evaluation of horses. However, the nature of such measurement may limit genetic progress since there is subjectivity in phenotypic information. This study aimed to assess the application of machine learning techniques in the prediction of breeding values for five visual gait scores in Campolina horses: dissociation, comfort, style, regularity, and development. The dataset contained over 5000 phenotypic records with 107,951 horses (14 generations) in the pedigree. A fixed model was used to estimate least-square solutions for fixed effects and adjusted phenotypes. Variance components and breeding values (EBV) were obtained via a multiple-trait model (MTM). Adjusted phenotypes and fixed effects solutions were used to train machine learning models (using the EBV from MTM as target variable): artificial neural network (ANN), random forest regression (RFR) and support vector regression (SVR). To validate the models, the linear regression method was used. Accuracy was comparable across all models (but it was slightly higher for ANN). The highest bias was observed for ANN, followed by MTM. Dispersion varied according to the trait; it was higher for ANN and the lowest for MTM. Machine learning is a feasible alternative to EBV prediction; however, this method will be slightly biased and over-dispersed for young animals.

步态评分被广泛用于马匹遗传评估。然而,由于表型信息存在主观性,这种测量的性质可能会限制遗传进展。本研究旨在评估机器学习技术在预测坎波利纳马五种视觉步态评分的育种价值中的应用:离群度、舒适度、风格、规则度和发展度。数据集包含 5000 多条表型记录,血统中有 107,951 匹马(14 代)。采用固定模型估计固定效应和调整表型的最小二乘法解。变异成分和育种值(EBV)通过多性状模型(MTM)获得。调整后的表型和固定效应解用于训练机器学习模型(使用 MTM 的 EBV 作为目标变量):人工神经网络 (ANN)、随机森林回归 (RFR) 和支持向量回归 (SVR)。为了验证模型,使用了线性回归方法。所有模型的准确度相当(但人工神经网络的准确度略高)。ANN 的偏差最大,其次是 MTM。离散性因性状而异;ANN 的离散性较高,MTM 的离散性最低。机器学习是 EBV 预测的一种可行的替代方法;但是,这种方法对幼畜会有轻微的偏差和过度分散。
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引用次数: 0
The Individual Division of Food Hoarding in Autumn Brandt's Voles (Lasiopodomys brandtii). 秋季布氏田鼠(Lasiopodomys brandtii)囤积食物的个体分工。
IF 2.7 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-09-20 DOI: 10.3390/ani14182719
Zhiliang Zhang, Fan Bu, Shanshan Sun, Ming Ming, Tao Liu, Yanan Li, Xiaodong Wu, Xueying Zhang, Shuai Yuan, Heping Fu

Brandt's voles (Lasiopodomys brandtii), one of the main non-hibernating rodent species in the typical grassland of Inner Mongolia, live in groups and have the behavioral habit of hoarding food in underground warehouses in autumn to prepare for the winter food shortage ahead. The division of labor and cooperation are typical behavior patterns of gregarious mammals, but it is unclear whether Brandt's voles exercise a division of labor in food hoarding before overwintering. To explore the division of food hoarding in Brandt's voles during the autumn period, three treatments, namely added food, added food + competition, and control, were set up with three replicates. An infrared camera was positioned to observe and record the behavior of Brandt's voles under different treatments. Next, behavioral experiments regarding food-hoarding division were performed on individuals. The results showed that (1) Brandt's voles had two types of hoarding behavior, namely high food hoarding and low food hoarding, but not all individuals displayed hoarding behavior. (2) In all treatments, feeding behavior, which was the most important type of behavior, accounted for the highest proportion of all behaviors. (3) There was no significant difference in body weight and sex between high- and low-food-hoarding individuals of Brandt's voles, and there was no significant difference between high- and low-food-hoarding individuals in other divisions of labor either. (4) There was no significant difference in inquiry ability between high- and low-food-hoarding groups, but there was a significant difference in spatial memory. High-food-hoarding individuals had greater spatial memory. In summary, Brandt's voles had two types of hoarding behavior: high food hoarding and low food hoarding. Furthermore, high-food-hoarding individuals had greater spatial memory.

布氏田鼠(Lasiopodomys brandtii)是内蒙古典型草原上的主要非冬眠啮齿类动物之一,它们群居,并有在秋季将食物囤积在地下仓库的行为习惯,以应对即将到来的冬季食物短缺。分工与合作是群居哺乳动物的典型行为模式,但布氏田鼠在越冬前是否有囤积食物的分工行为尚不清楚。为了探索布氏田鼠在秋季囤积食物的分工情况,研究人员设置了三个重复的处理,即添加食物、添加食物+竞争和对照。通过红外相机观察和记录布氏田鼠在不同处理下的行为。接着,对个体进行了有关囤积食物分工的行为实验。结果表明:(1)布氏田鼠有两种囤积行为,即高囤积和低囤积,但并非所有个体都有囤积行为。(2)在所有处理中,觅食行为是最重要的行为类型,占所有行为的比例最高。(3)囤积食物多的布氏田鼠和囤积食物少的布氏田鼠在体重和性别上没有显著差异,囤积食物多的布氏田鼠和囤积食物少的布氏田鼠在其他分工上也没有显著差异。(4)囤积食物多和囤积食物少的个体在探究能力上没有显著差异,但在空间记忆能力上有显著差异。囤积食物多的人空间记忆能力更强。总之,布氏田鼠有两种囤积行为:高囤积食物和低囤积食物。此外,囤积食物多的个体空间记忆能力更强。
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