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A review of sound-based pig monitoring for enhanced precision production. 基于声音的养猪监测技术综述,以提高精密度。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-03-01 Epub Date: 2025-03-31 DOI: 10.5187/jast.2024.e113
Md Nasim Reza, Md Razob Ali, Md Asrakul Haque, Hongbin Jin, Hyunjin Kyoung, Young Kyoung Choi, Gookhwan Kim, Sun-Ok Chung

Pig farming is experiencing significant transformations, driven by technological advancements, which have greatly improved management practices and overall productivity. Sound-based technologies are emerging as a valuable tool in enhancing precision pig farming. This review explores the advancements in sound-based technologies and their role in improving precision pig farming through enhanced monitoring of health, behavior, and environmental conditions. When strategically placed on farms, non-invasive technologies such as microphones and sound sensors can continuously collect data without disturbing the animals, making them highly efficient. Farmers using sound data, can monitor key factors such as respiratory conditions, stress levels, and social behaviors, leading to improved animal welfare and optimized production. Advancements in sensor technology and data analytics have enhanced the capabilities of sound-based precision systems in pig farming. The integration of machine learning and artificial intelligence (AI) is further enhancing the capacity to interpret complex sound patterns, enabling the automated detection of abnormal behaviors or health issues. Moreover, sound-based precision technologies offer solutions for improving environmental sustainability and resource management in pig farming. By continuously monitoring ventilation, feed distribution, and other key factors, these systems optimize resource use, reduce energy consumption, and detect stressors such as heat and poor air quality. The integration of sound technologies with other precision farming tools, such as physiological monitoring sensors and automated feeding systems, further enhances farm management and productivity. However, despite the advantages, challenges remain in terms of low accuracy and high initial costs, and further research is needed to improve specificity across different pig breeds and environmental conditions. Nonetheless, acoustic technologies hold immense promise for pig farming, offering enhanced management, an optimized performance, and improved animal welfare. Continued research can refine these tools and address the challenges, paving the way for a more efficient, profitable, and sustainable future for the industry.

在技术进步的推动下,养猪业正在经历重大变革,这大大改善了管理实践和整体生产力。基于声音的技术正在成为提高精准养猪的宝贵工具。本综述探讨了基于声音的技术的进展及其通过加强对健康、行为和环境条件的监测来改善精准养猪的作用。当策略性地放置在农场时,麦克风和声音传感器等非侵入性技术可以在不打扰动物的情况下持续收集数据,使它们效率很高。农民使用可靠的数据,可以监测呼吸状况、压力水平和社会行为等关键因素,从而改善动物福利和优化生产。传感器技术和数据分析的进步增强了养猪业中基于声音的精确系统的能力。机器学习和人工智能(AI)的结合进一步增强了解释复杂声音模式的能力,从而能够自动检测异常行为或健康问题。此外,基于声音的精密技术为改善养猪业的环境可持续性和资源管理提供了解决方案。通过持续监测通风、饲料分配和其他关键因素,这些系统优化了资源利用,降低了能源消耗,并检测了热量和空气质量差等压力因素。将健全技术与其他精准农业工具(如生理监测传感器和自动饲养系统)相结合,进一步提高了农场管理和生产力。然而,尽管具有优势,但仍存在准确性低和初始成本高的挑战,需要进一步研究以提高不同猪种和环境条件下的特异性。尽管如此,声学技术对养猪业有着巨大的希望,可以提高管理水平,优化性能,改善动物福利。持续的研究可以完善这些工具,解决挑战,为行业更高效、更有利可图、更可持续的未来铺平道路。
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引用次数: 0
Exploring the in vitro protein digestive behaviors of pork sausage models based on NaCl level-dependent gel properties. 基于NaCl水平依赖性凝胶特性研究猪肠模型的体外蛋白质消化行为。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-03-01 Epub Date: 2025-03-31 DOI: 10.5187/jast.2024.e74
Soeun Kim, Kyung Jo, Seul-Ki-Chan Jeong, Hayeon Jeon, Seokhee Han, Minkyung Woo, Yun-Sang Choi, Samooel Jung, Seonmin Lee

This study investigated the impact of varying NaCl concentrations on the gel properties and in vitro digestive behavior of pork sausage models. Meat batters formulated with pork shoulders were prepared with NaCl concentrations of 1.0% , 1.5%, and 2.0% (w/w). NaCl 2.0% yielded the lowest actomyosin content (33.46%) and highest total protein solubility (0.61 g/g) in the batter (p < 0.05), followed by 1.5% (34.72% and 0.56 g/g, respectively) and 1.0% (42.19% and 0.55 g/g, respectively). Subsequently, pork sausage models were produced by placing the batters in stainless-steel cans, vacuum-packing, and heating. The sausages prepared with NaCl 2.0% exhibited the lowest cooking loss (2.8%, p < 0.05), with corresponding the highest hardness and cohesiveness values of 102.47 N and 0.44, respectively, among the treatments (p < 0.05). In vitro gastric digestion revealed that lower NaCl concentrations (1.0% and 1.5%) led to a higher release of α-amino groups (0.29 and 0.31 mM/g, respectively) than NaCl 2.0% (0.24 mM/g, p < 0.05) with the larger and more aggregated gel particles in the fluorescence microscopic images. However, after the small intestinal digestion, NaCl 1.0% retained the highest release of α-amino groups (2.19 mM/g, p < 0.05), whereas NaCl 1.5% had the lowest value (1.96 mM/g, p < 0.05). These findings illustrate that the variations in the physicochemical and gel properties of pork sausages depending on the NaCl levels result in the different in vitro protein digestive behaviors.

本研究研究了不同NaCl浓度对猪肠模型凝胶特性和体外消化行为的影响。以猪肩肉为原料,配制成NaCl浓度为1.0%、1.5%和2.0% (w/w)的肉糊。当NaCl浓度为2.0%时,肌动球蛋白含量最低(33.46%),总蛋白溶解度最高(0.61 g/g) (p < 0.05),其次为1.5%(分别为34.72%和0.56 g/g)和1.0%(分别为42.19%和0.55 g/g)。随后,通过将浆料放入不锈钢罐中,真空包装和加热,生产出猪肉香肠模型。NaCl浓度为2.0%时,香肠的蒸煮损失最小(2.8%,p < 0.05),硬度值和黏结度最高,分别为102.47 N和0.44 N (p < 0.05)。体外胃消化实验显示,较低NaCl浓度(1.0%和1.5%)的α-氨基释放量(分别为0.29和0.31 mM/g)高于NaCl浓度(0.24 mM/g, p < 0.05),荧光显微图像显示凝胶颗粒更大,聚集程度更高。小肠消化后,NaCl 1.0% α-氨基释放量最高(2.19 mM/g, p < 0.05), NaCl 1.5% α-氨基释放量最低(1.96 mM/g, p < 0.05)。研究结果表明,不同NaCl水平下猪肉香肠的理化特性和凝胶特性的变化导致了其体外蛋白质消化行为的不同。
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引用次数: 0
Monitoring of genetic alterations of lumpy skin disease virus in cattle after vaccination in Thailand. 泰国接种疫苗后牛肿块性皮肤病病毒遗传变异的监测。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-03-01 Epub Date: 2025-03-31 DOI: 10.5187/jast.2023.e72
Nutthakarn Suwankitwat, Taweewat Deemagarn, Kultyarat Bhakha, Tapanut Songkasupa, Porntippa Lekcharoensuk, Pipat Arunvipas

Lumpy skin disease (LSD) is a contagious viral disease that has a significant impact on the cattle and buffalo agricultural industries. The use of live attenuated LSD virus (LSDV) vaccines (LAVs) is the most efficient method of disease prevention. However, it is well recognized that LAVs might result in viral mutation that could enhance viral infectivity or virulence. The goal of this research was to monitor the changes in genetic characteristics of LSDV in cattle after vaccination in Thailand. Five LSDV DNA samples from five different regions of Thailand including North, Northeast, West, Central, and South were selected. All samples came from non-vaccinated animals that developed LSD clinical signs after vaccination with the LAVs in each area. The samples were examined using real-time polymerase chain reaction (PCR) targeting the p32 gene and the whole genome sequences were analyzed. The genomes were compared to LSDV / Thailand / Yasothon / 2021, a recombinant LSDV strain discovered during the early stage of the outbreak in Northeast Thailand. Single nucleotide polymorphisms (SNPs), amino acid changes, and affected proteins were analyzed. The study discovered that following immunization in the area, LSDVs from Chiang Mai (North), Khon Kaen (Northeast), and Nakhon Pathom (Central) differed from the Yasothon isolate. Open reading frame (ORF) 032 Poly (A) polymerase large subunit, ORF094 virion core protein, and ORF133 DNA ligase-like protein, as well as virulence and host range genes; ORF144 Kelch-like protein and ORF148 Ankyrin-like protein had mutations, while the genomic sequences of Prachuap Khiri Khan (West) and Trang (South) isolates are 100% identical to the Yasothon virus. Mutations occurred in LSDV genomes from the North, Northeast, and Central regions following immunization. As a result, viral genetics should be examined on an annual basis for effective diagnosis and control of the disease.

疙瘩性皮肤病(LSD)是一种传染性病毒疾病,对牛和水牛农业产生重大影响。使用LSDV减毒活疫苗(lav)是最有效的疾病预防方法。然而,人们普遍认识到lav可能导致病毒突变,从而增强病毒的传染性或毒力。本研究的目的是监测泰国接种疫苗后牛LSDV遗传特征的变化。选取泰国北部、东北部、西部、中部和南部5个不同地区的5份LSDV DNA样本。所有样本均来自未接种疫苗的动物,这些动物在接种lav后出现LSD临床症状。采用实时聚合酶链反应(real-time polymerase chain reaction, PCR)检测p32基因,分析全基因组序列。将这些基因组与LSDV / Thailand / Yasothon / 2021进行比较,后者是在泰国东北部暴发早期发现的重组LSDV菌株。分析单核苷酸多态性(snp)、氨基酸变化和受影响蛋白。研究发现,在该地区进行免疫接种后,来自清迈(北部)、孔庆(东北部)和那空梧桐(中部)的lsdv与Yasothon分离株不同。开放阅读框(ORF) 032 Poly (A)聚合酶大亚基,ORF094病毒粒子核心蛋白,ORF133 DNA连接酶样蛋白,以及毒力和宿主范围基因;ORF144 kelch样蛋白和ORF148 ankyrin样蛋白发生突变,而Prachuap Khiri Khan(西部)和Trang(南部)分离株的基因组序列与Yasothon病毒100%相同。免疫后,来自北部、东北部和中部地区的LSDV基因组发生突变。因此,应每年检查病毒遗传学,以有效诊断和控制疾病。
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引用次数: 0
Genetic insights into avian influenza resistance in Jeju Island chickens: the roles of Mx1 and oligoadenylate synthetase-like single nucleotide polymorphisms. 济州岛鸡禽流感抗性的遗传洞察:Mx1和寡聚腺苷酸合成酶样单核苷酸多态性的作用。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2025.e10
Young-Won Kim, Seohyun Jeong, Ju-Hee Yang, Dongseob Tark, Woo Hyun Kim, Hyoung-Seok Yang, Seong-Hwan Mun, Sung Hyun Kang, Eun-A Ko, Jae-Hong Ko

Influenza A virus (FLUAV) causes serious diseases in both poultry and humans. Various host proteins, including Mx1, are considered candidates for avian influenza (AI) resistance. After infecting Jeju Native chicken embryo fibroblasts (CEFs) with three types of AI viruses, we performed gene expression profiling, identified single nucleotide polymorphisms (SNPs) through RNA-sequencing, and confirmed phenotypes showing antiviral activity in vitro. Highly pathogenic AI viruses upregulated FGF2, LYN, and FLT4 and downregulated HGF, ANGPT1, and ROR2, while a low pathogenicity AI upregulated PARK7, RACK1, and DTX3L and downregulated SIRT1, LRRK2, and WAC. However, no virus affected Mx1 expression. Although SNPs in Mx1 could not discriminate antiviral activity alone, the only CEF resistant to H5N6, strain AN4, contained the Mx1 631 R/R genotype and strongly expressed an oligoadenylate synthetase-like (OASL) variant with a unique SNP: c.G880A (p.E294K). Using transfected cell lines, H5N6-infected cells expressing OASL with the c.G880A SNP showed minimal cytopathic effects and the lowest M gene expression. This study confirms that Jeju Native chickens with specific SNP combinations in both Mx1 and OASL showed H5N6 resistance and demonstrates the interplay of genetic factors in host-pathogen dynamics, suggesting a need for integrated analyses of multiple resistance genes to inform AI prevention strategies.

甲型流感病毒(FLUAV)在家禽和人类中引起严重疾病。包括Mx1在内的各种宿主蛋白被认为是禽流感(AI)抗性的候选物。将三种AI病毒感染济州土鸡胚成纤维细胞(CEFs)后,进行基因表达谱分析,通过rna测序鉴定单核苷酸多态性(snp),并在体外证实具有抗病毒活性的表型。高致病性AI病毒上调FGF2、LYN和FLT4,下调HGF、ANGPT1和ROR2,而低致病性AI病毒上调PARK7、RACK1和DTX3L,下调SIRT1、LRRK2和WAC。然而,没有病毒影响Mx1的表达。虽然Mx1的SNP不能单独区分抗病毒活性,但唯一对H5N6具有抗性的CEF菌株AN4含有Mx1 631 R/R基因型,并强烈表达具有独特SNP的低聚腺苷酸合成酶样(OASL)变体:c.G880A (p.E294K)。在转染细胞系中,表达带有c.G880A SNP的OASL的h5n6感染细胞表现出最小的细胞病变效应和最低的M基因表达。本研究证实,具有Mx1和OASL特异性SNP组合的济州土鸡表现出对H5N6的抗性,并证明了遗传因素在宿主-病原体动力学中的相互作用,表明需要对多种抗性基因进行综合分析,为AI预防策略提供信息。
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引用次数: 0
In vitro gene editing using primary cells derived from Cas9-expressing pigs. 使用来自表达cas9的猪的原代细胞进行体外基因编辑。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2024.e77
Seokho Kim, Jin-Gu No, Seunghoon Lee, Areum Choi, Namwoong Hyung, Ju Young Lee, Tae-Uk Kwak, Won Seok Ju, Jae-Yeong Lee, Poogyeon Lee, Mi-Ryung Park, Sung June Byun, Haesun Lee, Keon Bong Oh, Hyeon Yang, Jae Gyu Yoo

Clustered Regularly Interspaced Short Palindromic Repeats/CRISPR-associated protein 9 (CRISPR/Cas9) technology has significantly facilitated the generation of gene-edited (GE) pigs. Although GE pigs are promising for agricultural and biomedical applications, the entire process of generating useful GE pigs is time- and labor-intensive. To overcome this, in vivo gene-editing techniques have been developed, where Cas9 nuclease and single guide RNA (sgRNA) are directly injected into animals; however, their efficiency remains low owing to the large size of the nuclease. In this study, we generated a Cas9-expressing pig by inserting the Cas9 gene into the ROSA26 locus, resulting in its constitutive expression in various tissues. We also confirmed the pig's fertility. In vitro experiments with primary cells from the pig confirmed effective gene deletion by adding only sgRNAs. These results suggest that the Cas9-expressing pig generated in this study could serve as an effective platform for in vivo and in vitro gene editing in agricultural and biomedical research.

聚类规则间隔短回文重复序列/CRISPR相关蛋白9 (CRISPR/Cas9)技术显著促进了基因编辑(GE)猪的产生。尽管转基因猪在农业和生物医学应用方面很有前景,但生产有用的转基因猪的整个过程是时间和劳动密集型的。为了克服这个问题,已经开发了体内基因编辑技术,其中将Cas9核酸酶和单导RNA (sgRNA)直接注射到动物体内;然而,由于核酸酶的大尺寸,它们的效率仍然很低。在本研究中,我们通过将Cas9基因插入到ROSA26位点,培育出一只表达Cas9的猪,使其在多种组织中组成性表达。我们还确认了猪的生育能力。用猪原代细胞进行的体外实验证实,只添加sgRNAs就能有效地删除基因。这些结果表明,本研究产生的表达cas9的猪可以作为农业和生物医学研究中体内和体外基因编辑的有效平台。
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引用次数: 0
Melatonin effects on animal behavior: circadian rhythm, stress response, and modulation of behavioral patterns. 褪黑素对动物行为的影响:昼夜节律、应激反应和行为模式的调节。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2024.e105
Yubin Song, Minjung Yoon

Melatonin plays a crucial role in various behavioral and physiological aspects of animals, including regulating their circadian rhythms. This review provides a comprehensive evaluation of the multifaceted effects of melatonin on animal behavior, such as temperament, stress, and aggression regulation. The focus is on the complex interactions between melatonin and the hormonal and neurotransmitter systems, highlighting how melatonin interacts with cortisol, serotonin, and dopamine to influence behavior. Additionally, it investigates the effects of melatonin on the hypothalamic-pituitary-gonada (HPG) axis and stress responses, emphasizing its potential to improve stress management and social interactions, thereby enhancing animal welfare. The review also examines the seasonal variations of melatonin and its impact on aggression and reproductive activities related to photoperiods, as well as its effects on learning and memory to suggest improvements in animal training methods and practices. Furthermore, it discusses the influence of melatonin on appetite and physical activity regulation, implying its involvement in metabolic processes. In conclusion, further research is needed to elucidate the complex mechanisms underlying the extensive influence of melatonin on animal behavior. Through this review, the aim is to integrate the overall knowledge about melatonin and animal behavioral temperament and to propose new research areas for animal management based on behavioral and hormonal regulation.

褪黑素在动物的各种行为和生理方面起着至关重要的作用,包括调节动物的昼夜节律。本文综述了褪黑素对动物行为的多方面影响,如气质、应激和攻击调节。重点是褪黑激素与激素和神经递质系统之间的复杂相互作用,强调褪黑激素如何与皮质醇,血清素和多巴胺相互作用以影响行为。此外,它还研究了褪黑素对下丘脑-垂体-性腺(HPG)轴和应激反应的影响,强调其改善压力管理和社会互动的潜力,从而提高动物福利。该综述还研究了褪黑素的季节性变化及其对与光周期相关的攻击性和生殖活动的影响,以及对学习和记忆的影响,以建议改进动物训练方法和实践。此外,它还讨论了褪黑素对食欲和身体活动调节的影响,暗示其参与代谢过程。总之,需要进一步的研究来阐明褪黑素对动物行为广泛影响的复杂机制。通过本文的综述,旨在整合褪黑素与动物行为气质的整体知识,为基于行为和激素调节的动物管理提出新的研究领域。
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引用次数: 0
Comparative miRNome analysis of colostrum- and mature milk-derived extracellular vesicles from Holstein and Jersey cows. 荷斯坦奶牛和泽西奶牛初乳和成熟乳细胞外囊泡的miRNome比较分析。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2024.e84
Daye Mun, Sangdon Ryu, Dong-Hyun Lim, Sangnam Oh, Younghoon Kim

MicroRNAs (miRNAs) are small noncoding RNAs that play a pivotal role in the regulation of gene expression. Analysis of miRNAs is important for understanding a variety of biological processes. Sequencing of miRNAs within milk-derived extracellular vesicles (EVs) provides valuable insights into the molecular mechanisms through which these EVs influence recipient cells. Comparative miRNA sequencing of colostrum and mature milk from different cow breeds can demonstrate breed-specific differences and improve the understanding of potential therapeutic applications in immune regulation and gut health. Therefore, this study was conducted to compare the miRNA profiles and characteristics of colostrum- and mature milk-derived EVs from Holstein and Jersey breeds and determine their effects on intestinal epithelial cells. The miRNA profiles of EVs isolated from the colostrum and mature milk of Holstein and Jersey cows were analyzed via small RNA sequencing. Holstein colostrum-derived EVs exhibited the most diverse miRNA profile with 421 identified miRNAs compared with 259 in mature milk-derived EVs. Jersey colostrum EVs had 198 miRNAs, whereas mature milk EVs had 282. Differential expression analysis revealed considerable miRNA differences between colostrum and mature milk, particularly in Holstein cows. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses revealed that miRNAs from colostrum EVs predominantly regulated immune-related pathways. Transcriptomic analysis of human colon cell line HT-29 treated with Holstein colostrum EVs confirmed the modulation of genes associated with immune responses. These findings indicate that colostrum-derived EVs, particularly from Holstein cows, play a pivotal role in immune regulation and could be potential candidates for therapeutic applications.

MicroRNAs (miRNAs)是一种小的非编码rna,在基因表达调控中起着关键作用。mirna的分析对于理解各种生物过程非常重要。乳源性细胞外囊泡(ev)内mirna的测序为这些ev影响受体细胞的分子机制提供了有价值的见解。不同奶牛品种初乳和成熟乳的比较miRNA测序可以揭示品种特异性差异,并提高对免疫调节和肠道健康潜在治疗应用的理解。因此,本研究旨在比较荷斯坦和泽西品种初乳和成熟乳源性ev的miRNA谱和特征,并确定其对肠上皮细胞的影响。采用小RNA测序技术对荷斯坦奶牛和泽西奶牛初乳和成熟乳中分离的ev的miRNA谱进行了分析。荷斯坦牛初乳衍生的ev表现出最多样化的miRNA谱,鉴定出421种miRNA,而成熟乳源ev鉴定出259种miRNA。泽西岛初乳ev有198个mirna,而成熟乳ev有282个。差异表达分析显示,初乳和成熟乳之间存在相当大的miRNA差异,特别是在荷斯坦奶牛中。基因本体和京都基因与基因组百科(KEGG)途径富集分析显示,来自初乳ev的mirna主要调控免疫相关途径。用荷斯坦初乳ev处理的人结肠细胞系HT-29的转录组学分析证实了与免疫反应相关的基因的调节。这些发现表明,初乳衍生的ev,特别是来自荷斯坦奶牛的ev,在免疫调节中起着关键作用,可能是治疗应用的潜在候选物。
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引用次数: 0
RGB-based machine vision for enhanced pig disease symptoms monitoring and health management: a review. 基于rgb的机器视觉增强猪疾病症状监测和健康管理综述
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2024.e111
Md Nasim Reza, Kyu-Ho Lee, Eliezel Habineza, Samsuzzaman, Hyunjin Kyoung, Young Kyoung Choi, Gookhwan Kim, Sun-Ok Chung

The growing demands of sustainable, efficient, and welfare-conscious pig husbandry have necessitated the adoption of advanced technologies. Among these, RGB imaging and machine vision technology may offer a promising solution for early disease detection and proactive disease management in advanced pig husbandry practices. This review explores innovative applications for monitoring disease symptoms by assessing features that directly or indirectly indicate disease risk, as well as for tracking body weight and overall health. Machine vision and image processing algorithms enable for the real-time detection of subtle changes in pig appearance and behavior that may signify potential health issues. Key indicators include skin lesions, inflammation, ocular and nasal discharge, and deviations in posture and gait, each of which can be detected non-invasively using RGB cameras. Moreover, when integrated with thermal imaging, RGB systems can detect fever, a reliable indicator of infection, while behavioral monitoring systems can track abnormal posture, reduced activity, and altered feeding and drinking habits, which are often precursors to illness. The technology also facilitates the analysis of respiratory symptoms, such as coughing or sneezing (enabling early identification of respiratory diseases, one of the most significant challenges in pig farming), and the assessment of fecal consistency and color (providing valuable insights into digestive health). Early detection of disease or poor health supports proactive interventions, reducing mortality and improving treatment outcomes. Beyond direct symptom monitoring, RGB imaging and machine vision can indirectly assess disease risk by monitoring body weight, feeding behavior, and environmental factors such as overcrowding and temperature. However, further research is needed to refine the accuracy and robustness of algorithms in diverse farming environments. Ultimately, integrating RGB-based machine vision into existing farm management systems could provide continuous, automated surveillance, generating real-time alerts and actionable insights; these can support data-driven disease prevention strategies, reducing the need for mass medication and the development of antimicrobial resistance.

对可持续、高效和有福利意识的养猪业日益增长的需求使采用先进技术成为必要。其中,RGB成像和机器视觉技术可能为先进养猪业的早期疾病检测和主动疾病管理提供有前途的解决方案。这篇综述探讨了通过评估直接或间接表明疾病风险的特征来监测疾病症状以及跟踪体重和整体健康的创新应用。机器视觉和图像处理算法能够实时检测猪的外观和行为的细微变化,这些变化可能预示着潜在的健康问题。关键指标包括皮肤病变、炎症、眼鼻分泌物以及姿势和步态的偏差,每一项都可以使用RGB相机进行无创检测。此外,当与热成像相结合时,RGB系统可以检测发烧,这是感染的可靠指标,而行为监测系统可以跟踪异常姿势、活动减少以及饮食习惯的改变,这些通常是疾病的前兆。该技术还有助于分析呼吸道症状,如咳嗽或打喷嚏(能够早期识别呼吸道疾病,这是养猪业面临的最大挑战之一),以及评估粪便的稠度和颜色(为消化系统健康提供有价值的见解)。早期发现疾病或健康状况不佳有助于采取积极干预措施,降低死亡率并改善治疗结果。除了直接的症状监测外,RGB成像和机器视觉还可以通过监测体重、摄食行为以及过度拥挤和温度等环境因素间接评估疾病风险。然而,需要进一步的研究来完善算法在不同农业环境中的准确性和鲁棒性。最终,将基于rgb的机器视觉集成到现有的农场管理系统中,可以提供连续的自动化监控,生成实时警报和可操作的见解;这些可以支持数据驱动的疾病预防战略,减少对大规模药物的需求和抗菌素耐药性的发展。
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引用次数: 0
Effect of breed composition in genomic prediction using crossbred pig reference population. 品种组成在杂交猪参考群体基因组预测中的作用。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2025.e2
Euiseo Hong, Yoonji Chung, Phuong Thanh N Dinh, Yoonsik Kim, Suyeon Maeng, Young Jae Choi, Jaeho Lee, Woonyoung Jeong, Hyunji Choi, Seung Hwan Lee

In contrast to conventional genomic prediction, which typically targets a single breed and circumvents the necessity for population structure adjustments, multi-breed genomic prediction necessitates accounting for population structure to mitigate potential bias. The presence of this structure in multi-breed datasets can influence prediction accuracy, rendering proper modeling crucial for achieving unbiased results. This study aimed to address the effect of population structure on multi-breed genomic prediction, particularly focusing on crossbred reference populations. The prediction accuracy of genomic models was assessed by incorporating genomic breed composition (GBC) or principal component analysis (PCA) into the genomic best linear unbiased prediction (GBLUP) model. The accuracy of five different genomic prediction models was evaluated using data from 354 Duroc × Korean native pig crossbreds, 1,105 Landrace × Korean native pig crossbreds, and 1,107 Landrace × Yorkshire × Duroc crossbreds. The models tested were GBLUP without population structure adjustment, GBLUP with PCA as a fixed effect, GBLUP with GBC as a fixed effect, GBLUP with PCA as a random effect, and GBLUP with GBC as a random effect. The highest prediction accuracies for backfat thickness (0.59) and carcass weight (0.50) were observed in Models 1, 4, and 5. In contrast, Models 2 and 3, which included population structure as a fixed effect, exhibited lower accuracies, with backfat thickness accuracies of 0.40 and 0.53 and carcass weight accuracies of 0.34 and 0.38, respectively. These findings suggest that in multi-breed genomic prediction, the most efficient and accurate approach is either to forgo adjusting for population structure or, if adjustments are necessary, to model it as a random effect. This study provides a robust framework for multi-breed genomic prediction, highlighting the critical role of appropriately accounting for population structure. Moreover, our findings have important implications for improving genomic selection efficiency, ultimately enhancing commercial production by optimizing prediction accuracy in crossbred populations.

传统的基因组预测通常针对单一品种,避免了群体结构调整的必要性,与之相反,多品种基因组预测需要考虑群体结构以减轻潜在的偏差。这种结构在多品种数据集中的存在会影响预测精度,因此正确的建模对于获得无偏结果至关重要。本研究旨在探讨群体结构对多品种基因组预测的影响,特别是对杂交参考群体的影响。通过将基因组品种组成(GBC)或主成分分析(PCA)纳入基因组最佳线性无偏预测(GBLUP)模型,对基因组模型的预测精度进行了评估。利用354个杜洛克×韩国本土猪杂交品种、1105个长白×韩国本土猪杂交品种和1107个长白×约克郡×杜洛克杂交品种的数据,对5种不同基因组预测模型的准确性进行了评估。检验的模型分别为不进行人口结构调整的GBLUP、PCA固定效应的GBLUP、GBC固定效应的GBLUP、PCA随机效应的GBLUP、GBC随机效应的GBLUP。模型1、模型4和模型5对背膘厚度(0.59)和胴体重(0.50)的预测精度最高。考虑种群结构影响的模型2和模型3精度较低,背膘厚度精度分别为0.40和0.53,胴体质量精度分别为0.34和0.38。这些发现表明,在多品种基因组预测中,最有效和最准确的方法要么放弃对种群结构的调整,要么在必要时将其建模为随机效应。该研究为多品种基因组预测提供了一个强有力的框架,突出了适当考虑种群结构的关键作用。此外,我们的研究结果对于提高基因组选择效率,最终通过优化杂交群体的预测准确性来提高商业化生产具有重要意义。
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引用次数: 0
Drone pupae extract enhances Hanwoo myosatellite cell function for cultivated meat production. 雄蜂蛹提取物增强汉宇肌卫星细胞功能,用于养殖肉制品生产。
IF 2.7 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2025-01-01 Epub Date: 2025-01-31 DOI: 10.5187/jast.2024.e98
Nayoung Choi, Sanghun Park, Gyutae Park, Sehyuk Oh, Sol-Hee Lee, Junsoo Lee, Hyoyoung Kim, Geul Bang, Jungseok Choi

In this study, we analyzed effects of drone pupae aqueous extract powder (DEP) on proliferation and differentiation of Hanwoo myosatellite cells (HSC). Results of amino acid, vitamin, and mineral analysis of drone pupae revealed the presence of branched-chain amino acids, Glu, essential amino acids, vitamins B6, C and Mg, K, and so on. Additionally, drone pupae were shown to have an antioxidant ability. HSC were cultured for proliferation by adding 0, 10, 100, 200, and 400 μg/mL DEP to the medium. As a result of MTS analysis, DEP increased the proliferation capacity of HSC, with cell viability being significantly higher after treatment with DEP, especially when DEP was used at 100 μg/mL (p < 0.05). To measure the differentiation ability of HSC, 0 and 100 μg/mL DEP (CON, D100) were added to the medium, and cells were cultured. Myotube formation was confirmed through images using immunofluorescence staining. Fusion index and myotube area in the D100 were higher than those in the CON (p < 0.01). DEP promoted differentiation ability and myotube formation by increasing the expression of MYH2, MYOG, and DES genes and MYH2 and DES proteins in HSC. Additionally, in HSC differentiation culture, proteome expression intensity was higher in D100 than in CON. Proteins upregulated in the D100 group included Myosin, IL18, MYO1D, and so on. In conclusion, characteristics of various components present in DEP could improve the proliferation and differentiation ability of HSC. This suggests that drone pupae can be used as a functional substance to enhance muscle growth.

本研究分析了雄蜂蛹水提物粉(DEP)对汉草肌卫星细胞(HSC)增殖和分化的影响。对蛹进行氨基酸、维生素和矿物质分析,发现存在支链氨基酸、谷氨酸、必需氨基酸、维生素B6、C和Mg、K等。此外,雄蜂蛹被证明具有抗氧化能力。分别在培养液中添加0、10、100、200、400 μg/mL DEP培养HSC增殖。MTS分析结果显示,DEP能提高HSC的增殖能力,DEP处理后细胞活力显著提高,特别是当DEP浓度为100 μg/mL时(p < 0.05)。分别在培养基中加入0、100 μg/mL DEP (CON, D100),进行细胞培养,测定HSC的分化能力。免疫荧光染色图像证实肌管形成。D100组融合指数和肌管面积均高于CON组(p < 0.01)。DEP通过增加HSC中MYH2、MYOG和DES基因以及MYH2和DES蛋白的表达,促进分化能力和肌管形成。此外,在HSC分化培养中,D100组蛋白组表达强度高于con组,D100组上调的蛋白包括Myosin、IL18、MYO1D等。综上所述,DEP中各成分的特性可以提高HSC的增殖和分化能力。这表明,雄蜂蛹可以作为一种功能物质来促进肌肉的生长。
{"title":"Drone pupae extract enhances Hanwoo myosatellite cell function for cultivated meat production.","authors":"Nayoung Choi, Sanghun Park, Gyutae Park, Sehyuk Oh, Sol-Hee Lee, Junsoo Lee, Hyoyoung Kim, Geul Bang, Jungseok Choi","doi":"10.5187/jast.2024.e98","DOIUrl":"10.5187/jast.2024.e98","url":null,"abstract":"<p><p>In this study, we analyzed effects of drone pupae aqueous extract powder (DEP) on proliferation and differentiation of Hanwoo myosatellite cells (HSC). Results of amino acid, vitamin, and mineral analysis of drone pupae revealed the presence of branched-chain amino acids, Glu, essential amino acids, vitamins B6, C and Mg, K, and so on. Additionally, drone pupae were shown to have an antioxidant ability. HSC were cultured for proliferation by adding 0, 10, 100, 200, and 400 μg/mL DEP to the medium. As a result of MTS analysis, DEP increased the proliferation capacity of HSC, with cell viability being significantly higher after treatment with DEP, especially when DEP was used at 100 μg/mL (p < 0.05). To measure the differentiation ability of HSC, 0 and 100 μg/mL DEP (CON, D100) were added to the medium, and cells were cultured. Myotube formation was confirmed through images using immunofluorescence staining. Fusion index and myotube area in the D100 were higher than those in the CON (<i>p</i> < 0.01). DEP promoted differentiation ability and myotube formation by increasing the expression of <i>MYH2</i>, <i>MYOG</i>, and <i>DES</i> genes and MYH2 and DES proteins in HSC. Additionally, in HSC differentiation culture, proteome expression intensity was higher in D100 than in CON. Proteins upregulated in the D100 group included Myosin, IL18, MYO1D, and so on. In conclusion, characteristics of various components present in DEP could improve the proliferation and differentiation ability of HSC. This suggests that drone pupae can be used as a functional substance to enhance muscle growth.</p>","PeriodicalId":14923,"journal":{"name":"Journal of Animal Science and Technology","volume":"67 1","pages":"252-272"},"PeriodicalIF":2.7,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11833203/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143457826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Animal Science and Technology
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