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The effect of solar radiation on spermatozoa abnormality and motility in bulls. 太阳辐射对公牛精子异常和运动的影响。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e118
Onur Şahin

The aim of this study was to investigate the effects of solar radiation on spermatozoa motility and abnormalities. The material of the study consisted of 28 bulls of the Holstein Friesian, Brown Swiss and Simmental breeds reared in a private AI center for artificial insemination, as well as the data of 1,539 collected ejaculations of these bulls and the meteorological data of the research area. The SPPS 25.0 program was used for statistical analysis. The differences between the solar radiation intensity groups for the concentration and proportion of distal midpiece reflex (DMR) and coiled tail (CT) spermatozoa were highly statistically significant (p < 0.01) and the differences found for the concentration and proportion of proximal drop (PD) spermatozoa were statistically significant (p < 0.05). In contrast, the differences found between the groups for CT spermatozoa were statistically insignificant (p > 0.05). The difference between the groups of solar radiation for the ratio of solve spermatozoa (SL) to abnormal spermatozoa was statistically significant (p < 0.01), while the differences for Static spermatozoa (ST), Progressive spermatozoa (PR), and motile spermatozoa (MO) spermatozoa ratios were statistically insignificant (p > 0.05). The differences observed between the temperature-humidity index groups in all abnormal spermatozoa ratios were not statistically significant (p > 0.05). The intensity of solar radiation was positively and significantly (p < 0.05) associated with ST spermatozoa, while it was negatively and significantly (p < 0.01) associated with MO and SL spermatozoa. There was a positive and significant (p < 0.01) association between solar radiation intensity and abnormal spermatozoa bent tail (BT), DMR, distal drop (DD) and proximal drop (PD), while CT showed a negative and significant (p < 0.05) association with spermatozoa. There was a positive and significant relationship between temperature-humidity index (THI) and ST motility traits, a negative and significant relationship with MO spermatozoa and a negative and significant relationship with SL spermatozoa ratio. There was a positive and significant relationship between THI and BT, DMR, DD and PD abnormal spermatozoa, while a negative and significant relationship was found with CT.

本研究的目的是探讨太阳辐射对精子运动和异常的影响。该研究的材料包括在一家私人人工授精人工智能中心饲养的荷斯坦弗里西亚、布朗瑞士和西门塔尔品种的28头公牛,以及这些公牛收集的1539次射精数据和研究区域的气象数据。采用SPPS 25.0程序进行统计分析。太阳辐射强度组间远端中段反射(DMR)和盘尾(CT)精子的浓度和比例差异极有统计学意义(p < 0.01),近端下垂(PD)精子的浓度和比例差异有统计学意义(p < 0.05)。CT精子组间差异无统计学意义(p < 0.05)。太阳辐射组间溶解精子(SL)与异常精子之比差异有统计学意义(p < 0.01),而静止精子(ST)、进步精子(PR)、运动精子(MO)之比差异无统计学意义(p < 0.05)。各异常精子比例温湿指数组间差异均无统计学意义(p < 0.05)。太阳辐射强度与ST精子呈极显著正相关(p < 0.05),与MO和SL精子呈极显著负相关(p < 0.01)。太阳辐射强度与异常精子弯尾(BT)、DMR、远端下降(DD)、近端下降(PD)呈显著正相关(p < 0.01), CT与异常精子呈显著负相关(p < 0.05)。温湿指数(THI)与ST活力性状呈显著正相关,与MO精子呈显著负相关,与SL精子比呈显著负相关。THI与BT、DMR、DD、PD异常精子呈显著正相关,与CT呈显著负相关。
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引用次数: 0
Effects of irradiation on microbiological safety and physicochemical properties of dry pet food. 辐照对干性宠物食品微生物安全性及理化性质的影响。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e117
Dongbin Park, Anand Kumar Sethukali, Minwoo Choi, Jae-Kyung Kim, Hyun Jung Lee, Cheorun Jo

The objective of this study was to investigate the effects of electron beam (EB) and X-ray (XR) irradiation on dry pet food during long-term storage. The samples were irradiated with EB and XR at doses of 0, 2.5, 5, 10, and 20 kGy, and their microbial safety and quality/oxidation properties were analyzed over 56 days under storage conditions of 25°C and 70% relative humidity. As a result, total aerobic bacteria and yeasts and molds significantly decreased as the doses of EB and XR increased. When treated with 10 kGy for both irradiations, no bacteria were detected in the dry pet food, and this effect remained during the 56-day storage period. While EB and XR were effective in reducing aflatoxin B1 in solution, they showed limited effect on dry pet food. On the other hand, changes in quality traits such as proximate compositions, pH, water activity, color, and volatile basic nitrogen due to EB and XR were negligible. However, both types of irradiation induced lipid and protein oxidation in dry pet food. Also, a significant increase was observed in oxidation-related volatile compounds such as hydrocarbons, aldehydes, and ketones with EB and XR treatment, which suggested these changes could potentially impact the flavor of the dry pet food. The current findings confirm the efficient microbial reduction of dry pet food by EB and XR and the consequent changes in quality and oxidative properties. Future research should focus on sensory evaluations to understand the implications of these oxidized substances on pet preferences and explore potential methods to mitigate negative effects.

本研究的目的是研究电子束(EB)和x射线(XR)辐照对干燥宠物食品长期贮存的影响。在25°C和70%相对湿度条件下,用0、2.5、5、10和20 kGy剂量的EB和XR辐照样品56 d,分析其微生物安全性和质量/氧化性能。结果表明,随着EB和XR剂量的增加,需氧菌总数、酵母总数和霉菌总数显著减少。当两种辐射均为10 kGy时,干燥宠物食品中未检测到细菌,并且这种效果在56天的储存期内保持不变。虽然EB和XR对溶液中的黄曲霉毒素B1有降低作用,但对干宠物食品的效果有限。另一方面,EB和XR对质量性状(如近似组成、pH、水活度、颜色和挥发性碱性氮)的影响可以忽略不计。然而,两种类型的辐照都引起干宠物食品中的脂质和蛋白质氧化。此外,在EB和XR处理下,与氧化相关的挥发性化合物(如碳氢化合物、醛类和酮类)显著增加,这表明这些变化可能会影响干宠物食品的风味。目前的研究结果证实了EB和XR对干宠物食品的有效微生物还原作用,以及由此引起的质量和氧化性能的变化。未来的研究应侧重于感官评估,以了解这些氧化物质对宠物偏好的影响,并探索减轻负面影响的潜在方法。
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引用次数: 0
Complete genome sequence of bacteriocin-producing Lactococcus lactis subsp. lactis DOME 6301 with potential oral-pathogen control applications. 产细菌素乳酸乳球菌亚种的全基因组序列。乳酸菌DOME 6301具有潜在的口腔病原体控制应用。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e62
Arxel G Elnar, Yujin Jang, Byeong-Gwan Eum, Yookyung Hur, Chul Sung Huh, Geun-Bae Kim

Lactococcus lactis subsp. lactis DOME 6301, isolated from bovine milk, produces an antimicrobial compound that inhibits oral pathogens including Streptococcus mutans, Prevotella intermedia, and Fusobacterium nucleatum. The entire genome of L. lactis DOME 6301 was sequenced and assembled de novo using the PacBio RS II platform. The genome was 2,532,858 bp in length, assembled into three contigs, and had a guanine and cytosine (G + C) ratio of 35%. The annotation results revealed 2,469 protein-coding sequences, 22 rRNA genes, and 78 tRNA genes. Genes involved in the utilization of complex carbohydrates (i.e., cellulose, xylose, pullulan, amylose, maltodextrin, and arabinofuranose) and synthesis of the bacteriocin, nisin Z, were detected. In addition, genes encoding antimicrobial resistance and virulence factors (i.e., hemolysin and enterotoxin) were detected. Whole-genome analysis of strain DOME 6301 contributed to our understanding of the evolution of the taxa and provided the basis for the correct selection of probiotic candidates for downstream applications.

乳酸乳球菌亚种乳酸菌DOME 6301从牛乳中分离出来,产生一种抗菌化合物,可抑制口腔病原体,包括变形链球菌、中间普雷沃氏菌和核梭杆菌。利用PacBio RS II平台对乳酸菌DOME 6301全基因组进行测序和从头组装。基因组全长2,532,858 bp,组装成3个contigs,鸟嘌呤和胞嘧啶(G + C)比值为35%。注释结果显示2469个蛋白质编码序列,22个rRNA基因,78个tRNA基因。检测了参与复合碳水化合物(即纤维素、木糖、普鲁兰、直链淀粉、麦芽糊精和阿拉伯糖葡聚糖)利用和细菌素nisin Z合成的基因。此外,还检测了编码抗菌素耐药性和毒力因子(即溶血素和肠毒素)的基因。菌株DOME 6301的全基因组分析有助于我们了解该分类群的进化过程,并为正确选择下游应用的候选益生菌提供依据。
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引用次数: 0
Investigating the correlation of glucose-regulated protein 78 with sperm motility and kinematic parameters insights into male fertility. 研究葡萄糖调节蛋白78与精子活力和运动学参数的相关性,以了解男性生育能力。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e108
Claudine Uwamahoro, Jae-Hwan Jo, Seung-Ik Jang, Eun-Ju Jung, Woo-Jin Lee, Jeong-Won Bae, Dae-Hyun Kim, Jun Koo Yi, Dong Yep Oh, Seung Won Nam, Eu Jin Chung, Jae Jung Ha, Woo-Sung Kwon

Glucose-regulated protein 78 (GRP78), which belongs to the heat shock protein 70 family, is a chaperone essential for maintaining cellular balance in the endoplasmic reticulum. It acts as a receptor on the cell surface, affecting cell growth and survival. Recent research has emphasized the involvement of GRP78 in protein folding, endoplasmic reticulum stress signaling, and cancer cell proliferation and highlighted its presence on sperm cells, where it contributes to spermatogenesis and sperm capacitation. Despite these findings, the association of GRP78 with sperm motility and motion kinematic parameters remains insufficiently understood. This study assessed the correlation between GRP78 and various sperm motility and kinematic parameters, which are essential for the capacitation process. GRP78 expression was positively correlated with linearity and straightness and negatively correlated with total sperm motility and beat cross frequency. However, GRP78 expression did not exhibit a significant correlation with progressive sperm motility, average path velocity, curvilinear velocity, straight-line velocity, and amplitude of lateral head displacement. These results provide novel insights into the correlation between GRP78 and sperm motility, as well as its potential implications for male fertility.

葡萄糖调节蛋白78 (GRP78)属于热休克蛋白70家族,是维持内质网细胞平衡所必需的伴侣蛋白。它作为细胞表面的受体,影响细胞的生长和存活。最近的研究强调GRP78参与蛋白质折叠、内质网应激信号传导和癌细胞增殖,并强调其存在于精子细胞中,在那里它有助于精子发生和精子获能。尽管有这些发现,GRP78与精子活力和运动运动学参数的关系仍然没有得到充分的了解。本研究评估了GRP78与各种精子运动和运动学参数之间的相关性,这些参数对获能过程至关重要。GRP78的表达与精子的线性度和直线度呈正相关,与精子总活力和搏动交叉频率呈负相关。然而,GRP78的表达与精子运动能力、平均路径速度、曲线速度、直线速度和头部侧向位移幅度没有显著相关。这些结果为GRP78与精子活力之间的相关性及其对男性生育能力的潜在影响提供了新的见解。
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引用次数: 0
Erratum to: Effect of dietary natural phytoncide on blood characteristics to lipopolysaccharide challenge of Hanwoo cattle. 饲粮中添加天然植物杀菌剂对汉宇牛血脂挑战血液特性的影响。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2500108.e
Bohye Park, Donghun Kang, Sunsik Jang, Uihyung Kim, Jongkyoo Kim, Bonghwan Choi, Seungchang Kim, Kiyong Chung

[This corrects the article DOI: 10.5187/jast.2500108.].

[这更正了文章DOI: 10.5187/jast.2500108.]。
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引用次数: 0
Aporocactus flagelliformis water extract and limonin suppresses P2Y purinoceptor 14-mediated proinflammatory features in 3D4/31 porcine alveolar macrophages. 鞭毛棘棘水提物和柠檬苦素抑制P2Y嘌呤受体14介导的3D4/31猪肺泡巨噬细胞促炎特征。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e103
Hyungkuen Kim, Hyun Sik Jun, Ki-Duk Song, Sung-Jo Kim

Respiratory diseases have been recognized as a significant cause of reduced livestock productivity since 1995. Respiratory diseases in the swine industry caused by both biological and non-biological factors are collectively referred to as porcine respiratory disease complex (PRDC). However, there is a lack of eco-friendly anti-inflammatory drugs (AIDs) that can effectively control lung inflammation caused by PRDC. P2Y purinoreceptor 14 (P2Y14) has been identified as a key regulator of macrophage inflammatory responses; however, its regulatory role in porcine lung inflammation remains unclear. In this study, we investigated the role of P2Y14 in inflammation in 3D4/31 porcine macrophages and attempted to develop a novel AID. An extract of the Mexican medicinal plant Aporocactus flagelliformis water extract (AFWE) reduced reactive oxygen species production and pro-inflammatory cytokine expression in phorbol myristate acetate-stimulated 3D4/31-PAMs. It also reduced glucose uptake, glycogen accumulation, and expression of genes related to the P2Y14 cascade. Polarity-based fractionation and liquid chromatography-mass spectrometry identified limonin as an anti-inflammatory compound in AFWE. Limonin reduced P2RY14 and proinflammatory gene expression induced by the P2Y14 ligand UDPG in 3D4/31-PAMs, demonstrating its inhibitory effect on P2Y14-mediated inflammation. These results suggest that P2Y14 is an inflammatory receptor in PAMs and an effective target for AID development. We also propose AFWE and limonin as candidate AIDs for pigs.

自1995年以来,呼吸道疾病已被确认为牲畜生产力下降的一个重要原因。由生物和非生物因素引起的猪呼吸系统疾病统称为猪呼吸系统疾病复合体(PRDC)。然而,目前还缺乏能够有效控制PRDC引起的肺部炎症的环保型抗炎药(AIDs)。P2Y嘌呤受体14 (P2Y14)已被确定为巨噬细胞炎症反应的关键调节因子;然而,其在猪肺部炎症中的调节作用尚不清楚。在本研究中,我们研究了P2Y14在3D4/31猪巨噬细胞炎症中的作用,并试图开发一种新的AID。墨西哥药用植物Aporocactus flagelliformis水提取物(AFWE)的提取物降低了肉豆蔻酸酯phorbol acetate刺激3D4/31-PAMs中活性氧的产生和促炎细胞因子的表达。它还降低了葡萄糖摄取、糖原积累和P2Y14级联相关基因的表达。极性分馏法和液相色谱-质谱联用法鉴定了苦柠檬素在AFWE中的抗炎作用。Limonin降低了3d4 /31- pam中P2Y14配体UDPG诱导的P2RY14和促炎基因表达,表明其对P2Y14介导的炎症有抑制作用。这些结果表明P2Y14是PAMs中的炎症受体,是AID发展的有效靶点。我们还提出AFWE和柠檬苦素作为猪的候选艾滋病。
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引用次数: 0
Impact of naturally derived preservatives in sausage during refrigerated storage. 天然防腐剂对香肠冷藏过程的影响。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e109
Jae Hoon Lee, Min Kyung Park, Yea-Ji Kim, Tae-Kyung Kim, Ji Yoon Cha, Su-Kyung Ku, Seung-Hye Woo, Heeyoung Lee, Jung-Min Sung, Min-Cheol Kang, Yun-Sang Choi

In the present study, we developed a general-purpose preservative using natural extracts to reduce the residual toxicity and negative health effects of chemical preservatives. This study was conducted to improve the yield of optimized extracts of Psidium guajava, Ecklonia cava, and Paeonia japonica (Makino) Miyabe & Takeda extracts, which have already proven to exert antibacterial effects and verify their effectiveness in meat products. Ultrasonic extraction, a well-known eco-friendly extraction method, was performed to confirm the extraction yield, content of bioactive compounds in the extract, and antimicrobial activity and thus improve the extraction yield of the ethanol extract. In addition, ultrasound extraction was applied to sausages to confirm quality characteristics, including sensory evaluation. The extraction yield increased by 56.8% (P. guajava), 182.0% (E. cava), and 235.0% (Paeonia japonica) compared to the ethanol obtained through ultrasonic extraction of three types of natural products. Furthermore, a 32.53% increase in the extraction yield for the mixture extract was obtained through ultrasonic extraction. The MIC and MBC results for foodborne pathogens to measure the antimicrobial activity demonstrated that extracts obtained through ultrasonic extraction exhibited increased antimicrobial activity against certain pathogens. Total plate counts, Coliform, and Escherichia coli were not detected in all treatments in the sausage storage experiment (4 weeks). Although no significant difference was noted in the VBN of sausages among all treatments during the storage period (4 weeks), TBARS during storage was significantly lower in the natural extract treatments. Among the sensory characteristic evaluations, the overall acceptance scores were significantly higher for P. guajava, E. cava, and Paeonia japonica (Makino) Miyabe & Takeda extracts than for the grapefruit seed extract. Altogether, the extraction yield of P. guajava, E. cava, and Paeonia japonica (Makino) Miyabe & Takeda extracts was improved by about 32.53%, and almost the same effect was confirmed in the sausage application test.

在本研究中,我们开发了一种使用天然提取物的通用防腐剂,以减少化学防腐剂的残留毒性和负面健康影响。本研究旨在提高番石榴、Ecklonia cava和芍药(牧野)Miyabe & Takeda提取物的优化提取物的产率,这些提取物已被证明具有抗菌作用,并验证其在肉制品中的有效性。采用众所周知的环保提取方法超声提取,确定提取物的提取率、生物活性成分的含量和抗菌活性,从而提高乙醇提取物的提取率。此外,还对香肠进行了超声提取,以确定香肠的质量特征,包括感官评价。与超声波提取三种天然产物的乙醇相比,番石榴的提取率提高了56.8%,卡瓦菊的提取率提高了182.0%,芍药的提取率提高了235.0%。此外,超声波提取的混合提取物提取率提高了32.53%。对食源性病原菌的MIC和MBC测定结果表明,超声提取的提取物对某些病原菌的抗菌活性增强。在香肠贮藏试验(4周)中,所有处理均未检测到总平板计数、大肠菌群和大肠杆菌。在4周的贮藏期内,各处理香肠的VBN无显著差异,但TBARS显著低于天然提取物处理。在感官特征评价中,瓜爪哇、卡瓦和芍药(牧野)宫部和武田提取物的总体接受分数显著高于葡萄柚籽提取物。加在一起,番石榴、卡瓦和芍药(牧野)宫部和武田提取物的提取率提高了约32.53%,在香肠应用试验中也得到了几乎相同的效果。
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引用次数: 0
Prospects of feed additive incorporation in laying hen diets: a narrative review of principal biological effects and recent developments. 蛋鸡饲粮中添加饲料添加剂的前景:主要生物学效应及最新进展。
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2500369
Elijah Ogola Oketch, Jung Min Heo

Selected feed additives (probiotics, prebiotics, synbiotics, postbiotics, phytogenics, feed enzymes, and organic acids) are reviewed for reported biological responses, and some recent developments when incorporated into laying hen diets. Several feed enzymes (phytase, carbohydrase, protease, and multi-enzymes) have been adopted to improve the nutritive quality of feedstuffs by mitigating inherent digestive function inefficiencies, complementing endogenous enzyme activity, and cleaving anti-nutritional factors abundant in vegetable-based poultry diets. Phytase use is targeted at hydrolyzing phytate to liberate phosphorus and possibly other encapsulated nutrients, with widely reported environmental and economic benefits. Proteases often improve the hydrolysis of amino acids and protein complexes to improve dietary protein digestibility and utilization, potentially restoring performance losses and maintaining the egg quality of hens fed low-protein diets whose CP level has been further reduced. The digestibility-enhancing effects of fiber-degrading carbohydrases are associated with the reduction of intestinal viscosity and improved energy utilization through depolymerization of soluble non-starch polysaccharides. Considering that nutrients exist in a complex matrix involving starch and non-starch polysaccharides, protein, lipids, minerals, and vitamins, laying hens could also benefit from potential additive and synergistic effects accrued from adopting defined feed enzyme combinations. The incorporation of gut-health-promoting feed additives (pre, pro, syn- and postbiotics, phytogenics, organic acids) optimizes feed nutrient utilization by inducing immuno-stimulatory, antimicrobial, and antioxidant activities, modulating gut immune function, and microbial balance and population. Hen responses to feed additives are context-dependent and highly variable due to various factors, including rearing system, age, breed, health status, environmental factors, feed composition and quality, and management. However, on balance, feed additive products with proven efficacy and financial value are recommended for inclusion in laying hen diets; and could potentiate optimized performance and egg quality, reduced feed costs, improved animal welfare and skeletal health, and reduced environmental stress due to nutrient excretion, thereby improving the economic and environmental sustainability of hen egg production. Strategic application of feed additive combinations could potentiate additive and synergistic responses.

本文综述了所选饲料添加剂(益生菌、益生元、合成菌、后益生菌、植物制剂、饲料酶和有机酸)在蛋鸡日粮中应用的生物学反应和一些最新进展。几种饲料酶(植酸酶、糖酶、蛋白酶和多种酶)被用于改善植物性家禽日粮中固有的消化功能低下,补充内源性酶活性,以及切割富含的抗营养因子,从而提高饲料的营养品质。植酸酶用于水解植酸以释放磷和其他可能被封装的营养物质,具有广泛报道的环境和经济效益。蛋白酶通常可以改善氨基酸和蛋白质复合物的水解,从而提高饲粮蛋白质的消化率和利用率,有可能恢复生产性能损失,并保持饲粮中粗蛋白质水平进一步降低的蛋鸡的蛋品质。纤维降解糖酶提高消化率的作用与降低肠道粘度和通过解聚提高可溶性非淀粉多糖的能量利用有关。考虑到营养物质存在于一个复杂的基质中,包括淀粉和非淀粉多糖、蛋白质、脂质、矿物质和维生素,蛋鸡也可以从采用特定饲料酶组合产生的潜在添加剂和协同效应中受益。促进肠道健康的饲料添加剂(前、前、合成和后生物制剂、植物制剂、有机酸)的掺入通过诱导免疫刺激、抗菌和抗氧化活性、调节肠道免疫功能、微生物平衡和种群来优化饲料营养利用。母鸡对饲料添加剂的反应是受饲养制度、年龄、品种、健康状况、环境因素、饲料成分和质量以及管理等多种因素影响的环境依赖性和高度可变的。然而,综合考虑,建议在蛋鸡饲粮中添加已证实有效和经济价值的饲料添加剂产品;可以优化母鸡的生产性能和蛋品质,降低饲料成本,改善动物福利和骨骼健康,减少营养物质排泄造成的环境压力,从而提高母鸡生产的经济和环境可持续性。饲料添加剂组合的战略性应用可以增强添加剂和协同效应。
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引用次数: 0
Non-destructive evaluation of microbial quality of beef (M. longissimus thoracis muscle) using visible/NIR hyperspectral imaging and machine learning methods. 利用可见/近红外高光谱成像和机器学习方法无损评价牛肉(M. longissimus胸肌)微生物质量
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e110
Seongmin Park, Suk-Ju Hong, Chang-Hyup Lee, EungChan Kim, Sang-Yeon Kim, Cheorun Jo, Ghiseok Kim

Machine learning models were developed to predict the degree of microbial quality of beef by a non-destructive method using a near-infrared hyperspectral imaging system. Beef was stored under aerobic conditions at different temperature scenarios (refrigerated, thawed after freezing, or left at room temperature) for a period of 15 days to induce freshness change and microbial growth. Hyperspectral data cubes were obtained from a data acquisition system in a darkroom environment. The total aerobic bacteria (TAB) experiment was performed in the established meat science manner to provide reference values for the microbial contamination level of the sample. The region of interest designated as the red meat region was selected for spectral extraction. Regression models were developed to predict the TAB value from the extracted data. Partial least squares regression, support vector machine, artificial neural network, and one-dimensional convolutional neural network methods were employed to construct TAB prediction models. Chemical maps were also created for each developed model to visualize the performance of the model. The model development process concluded with the iteration of all previous steps at completely different times and with different beef samples, generating the data for verification and applying it to the developed model to evaluate its versatility. As a result of the development, it was confirmed that the microbial quality of beef can be predicted by models generated from hyperspectral data (Best validation R 2 = 0.8593, RMSE = 0.6947). Accurate quality prediction helps livestock breeders develop and apply better husbandry practices, which ultimately leads to higher quality beef production.

利用近红外高光谱成像系统,建立了机器学习模型,通过非破坏性方法预测牛肉的微生物质量程度。在不同温度条件下(冷藏、冷冻后解冻或室温下),牛肉在有氧条件下储存15天,以诱导新鲜度变化和微生物生长。利用暗室环境下的数据采集系统获得高光谱数据立方体。采用已建立的肉类科学方法进行总需氧细菌(TAB)试验,为样品微生物污染水平提供参考值。选择感兴趣的区域作为红肉区域进行光谱提取。建立回归模型,从提取的数据中预测TAB值。采用偏最小二乘回归、支持向量机、人工神经网络和一维卷积神经网络等方法构建TAB预测模型。还为每个开发的模型创建了化学图,以可视化模型的性能。模型开发过程以在完全不同的时间和使用不同的牛肉样本对前面所有步骤进行迭代而结束,生成用于验证的数据并将其应用于开发的模型以评估其通用性。结果表明,利用高光谱数据生成的模型可以预测牛肉的微生物质量(最佳验证R 2 = 0.8593, RMSE = 0.6947)。准确的质量预测有助于牲畜饲养者开发和应用更好的饲养方法,最终导致更高质量的牛肉生产。
{"title":"Non-destructive evaluation of microbial quality of beef (<i>M. longissimus thoracis</i> muscle) using visible/NIR hyperspectral imaging and machine learning methods.","authors":"Seongmin Park, Suk-Ju Hong, Chang-Hyup Lee, EungChan Kim, Sang-Yeon Kim, Cheorun Jo, Ghiseok Kim","doi":"10.5187/jast.2024.e110","DOIUrl":"10.5187/jast.2024.e110","url":null,"abstract":"<p><p>Machine learning models were developed to predict the degree of microbial quality of beef by a non-destructive method using a near-infrared hyperspectral imaging system. Beef was stored under aerobic conditions at different temperature scenarios (refrigerated, thawed after freezing, or left at room temperature) for a period of 15 days to induce freshness change and microbial growth. Hyperspectral data cubes were obtained from a data acquisition system in a darkroom environment. The total aerobic bacteria (TAB) experiment was performed in the established meat science manner to provide reference values for the microbial contamination level of the sample. The region of interest designated as the red meat region was selected for spectral extraction. Regression models were developed to predict the TAB value from the extracted data. Partial least squares regression, support vector machine, artificial neural network, and one-dimensional convolutional neural network methods were employed to construct TAB prediction models. Chemical maps were also created for each developed model to visualize the performance of the model. The model development process concluded with the iteration of all previous steps at completely different times and with different beef samples, generating the data for verification and applying it to the developed model to evaluate its versatility. As a result of the development, it was confirmed that the microbial quality of beef can be predicted by models generated from hyperspectral data (Best validation <i>R</i> <sup>2</sup> = 0.8593, RMSE = 0.6947). Accurate quality prediction helps livestock breeders develop and apply better husbandry practices, which ultimately leads to higher quality beef production.</p>","PeriodicalId":14923,"journal":{"name":"Journal of Animal Science and Technology","volume":"68 1","pages":"290-305"},"PeriodicalIF":3.2,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12902639/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146201666","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
Effects of varying levels of β-mannanase on growth performance, nutrient digestibility, blood metabolites and diarrhea incidence in weaning pigs. 不同水平β-甘露聚糖酶对断奶仔猪生长性能、营养物质消化率、血液代谢产物和腹泻发生率的影响
IF 3.2 3区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2026-01-01 Epub Date: 2026-01-31 DOI: 10.5187/jast.2024.e100
Minhyuk Jang, Minsoo Park, Yoo Yong Kim

This study was carried out to examine the effects of varying levels of β-mannanase supplementation in corn-soybean meal (SBM)-based diet on growth performance, nutrient digestibility, blood metabolites, and diarrhea incidence of weaning pigs. A total of 160 pigs with an initial body weight (BW) of 8.66 ± 0.060 kg were used in the experiment. Using a randomized complete block (RCB) design, they were assigned to 4 treatments with 5 replicates and 8 pigs per pen, considering sex and initial BW. Treatments for early (0-2 weeks) and late weaning phases (2-5 weeks) were as follows: β-Man0: corn-SBM-based basal diet + β-mannanase 0%; β-Man0.05: basal diet + β-mannanase 0.05%; β-Man0.1: basal diet + β-mannanase 0.1%; and β-Man0.15: basal diet + β-mannanase 0.15%. During the early weaning phase, average daily gain tended to increase when β-mannanase level increased (linear, p = 0.07). When β-mannanase level increased in the late weaning phase, the average daily feed intake tended to decrease (linear, p = 0.08), and gain to feed ratio (G:F ratio) increased (linear, p = 0.02). Throughout the whole experimental period, G:F ratio tended to increase as β-mannanase level increased (linear, p = 0.06). According to nutrient digestibility, crude fat digestibility increased when the β-mannanase level increased (linear, p = 0.04). Accordingly, the total protein and triglyceride concentration increased as β-mannanase level increased in the early weaning phase (linear, p = 0.01; p = 0.01). During the entire experimental period, the total cholesterol concentration increased significantly (linear, p < 0.01), whereas the high-density lipoprotein cholesterol and low-density lipoprotein cholesterol concentration increased with higher levels of β-mannanase (linear, p = 0.02; p = 0.02). Lastly, diarrhea incidence showed no significant variation during the early and late weaning phases according to β-mannanase levels. As the level of β-mannanase supplementation in the weaning pig diet increased, growth performance, nutrient digestibility, and blood metabolites showed some positive trends. Therefore, supplementing β-mannanase up to 0.15% in the diet of weaning pigs could enhance their productivity.

本试验旨在研究以玉米豆粕为基础的饲粮中添加不同水平β-甘露聚糖酶对断奶仔猪生长性能、营养物质消化率、血液代谢产物和腹泻发生率的影响。试验选用初始体重为8.66±0.060 kg的猪160头。试验采用随机完全区组(RCB)设计,根据性别和初始体重,分为4个处理,每个处理5个重复,每个栏8头猪。断奶早期(0-2周)和断奶后期(2-5周)处理如下:β-Man0:以玉米- sbm为基础的基础饲粮+ β-甘露聚糖酶0%;β-Man0.05:基础日粮+ β-甘露聚糖酶0.05%;β-甘露聚糖0.1:基础日粮+ β-甘露聚糖酶0.1%;β-甘露聚糖0.15:基础日粮+ β-甘露聚糖酶0.15%。在断奶早期,平均日增重随β-甘露聚糖酶水平的升高而增加(线性,p = 0.07)。断奶后期随着β-甘露聚糖酶水平的升高,平均日采食量有降低的趋势(线性,p = 0.08),料重比(G:F比)有升高的趋势(线性,p = 0.02)。在整个试验期间,G:F比随β-甘露聚糖酶水平的升高呈增加趋势(线性,p = 0.06)。从营养物质消化率来看,粗脂肪消化率随β-甘露聚糖酶水平的升高而升高(线性关系,p = 0.04)。因此,断奶早期总蛋白和甘油三酯浓度随着β-甘露聚糖酶水平的升高而升高(线性,p = 0.01; p = 0.01)。在整个试验期间,总胆固醇浓度显著升高(线性,p < 0.01),高密度脂蛋白胆固醇和低密度脂蛋白胆固醇浓度随β-甘露聚糖酶水平升高而升高(线性,p = 0.02; p = 0.02)。最后,断奶早期和后期腹泻发生率随β-甘露聚糖酶水平的变化无显著差异。随着饲粮中β-甘露聚糖酶添加水平的增加,断奶仔猪的生长性能、营养物质消化率和血液代谢产物均呈现一定的积极趋势。因此,在断奶仔猪日粮中添加0.15%的β-甘露聚糖酶可提高其生产能力。
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引用次数: 0
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Journal of Animal Science and Technology
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