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The potential of virtual fencing technology to facilitate sustainable livestock grazing management 虚拟围栏技术促进可持续牲畜放牧管理的潜力
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101231
J. Schillings , C. Holohan , F. Lively , G. Arnott , T. Russell

Virtual fencing (VF) technology is gaining interest due to its potential to facilitate sustainable grazing management. It allows farmers to contain grazing livestock without physical fences, thereby reducing the time and labour associated with the implementation of conventional fences. From a conservation perspective, some sensitive areas within uplands should not be grazed during certain periods of the year, and VF provides an invisible and moveable fence line that can exclude livestock from these areas. However, there are also concerns associated with its use, including animal welfare impacts, cost-effectiveness, and public perception. The extent to which VF can contribute to make livestock systems more sustainable remains to be investigated. To address this gap, this study investigates the potential of VF to promote sustainable grazing management using the Efficiency, Substitution, and Redesign framework, which has been used for the first time in this context. The framework is particularly relevant in taking an active and normative approach to identify key aspects to focus on to help achieve sustainability. We consulted stakeholders including farmers, wildlife inspectors, veterinarians, policy officers, researchers, NGOs, farm advisors or certification managers, through focus groups (N = 4) and in-depth, semi-structured interviews (N = 5). Stakeholders have highlighted the potential of VF to provide new opportunities to increase the efficiency and sustainability of livestock grazing systems, enabling their redesign, and contributing to improved environmental and animal welfare outcomes, as well as higher financial and social performance. However, there are important aspects that remain to be addressed to achieve such redesign, including issues of reliability due to poor network signal, animals’ ability to learn, biosecurity and safety issues related to the absence of physical fences, farm suitability and farmers’ ability to use the systems effectively. This study highlights the need to ensure that the development and uptake of VF are mutually beneficial to farmers, animals, and the wider farming industry. This includes a highlight on the importance of participative approaches to involve key stakeholders to address concerns and maximise the potential of the technology.

虚拟围栏()技术因其促进可持续放牧管理的潜力而越来越受到关注。它允许农民在没有实体围栏的情况下控制放牧牲畜,从而减少了与实施传统围栏相关的时间和劳动力。从保护的角度来看,高地的一些敏感区域在一年中的某些时期不应放牧,而 VF 提供了一种隐形和可移动的围栏线,可将牲畜排除在这些区域之外。然而,使用这种方法也存在一些问题,包括对动物福利的影响、成本效益和公众看法。可视栅栏能在多大程度上促进畜牧系统的可持续发展仍有待研究。为了填补这一空白,本研究利用 "效率、替代和重新设计 "框架,调查了可持续森林管理在促进可持续放牧管理方面的潜力,该框架是首次在此背景下使用,尤其适用于采取积极和规范的方法,以确定有助于实现可持续发展的关键方面。我们通过焦点小组(4 人)和深入的半结构化访谈(5 人)咨询了利益相关者,包括农民、野生动物检查员、兽医、政策官员、研究人员、非政府组织、农场顾问或认证经理。利益相关者强调,自愿基金有潜力为提高牲畜放牧系统的效率和可持续性提供新机遇,使其能够重新设计,并有助于改善环境和动物福利成果,以及提高财务和社会绩效。然而,要实现这种重新设计,仍有一些重要方面需要解决,包括网络信号不佳导致的可靠性问题、动物的学习能力、与没有物理围栏有关的生物安保和安全问题、农场适用性以及农民有效使用系统的能力。本研究强调,有必要确保农户、动物和更广泛的养殖业在开发和采用虚拟农场系统的过程中互惠互利。这包括强调参与式方法的重要性,让主要利益相关者参与其中,以解决关切问题并最大限度地发挥技术潜力。
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引用次数: 0
Genome-wide detection of runs of homozygosity and heterozygosity in Tunchang pigs 全基因组检测屯昌猪的同源性和异源性区段
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101236
S.Q. Liu , Y.J. Xu , Z.T. Chen , H. Li , Z. Zhang , Q.S. Wang , Y.C. Pan

Tunchang pigs, mainly distributed throughout Hainan Province of China, are well-known for their superior meat quality, crude feed tolerance, and adaptability to high temperatures and humidity. Runs of homozygosity (ROH) can provide valuable information about the inbreeding coefficient in individuals and selection signals that may reveal candidate genes associated with key functional traits. Runs of heterozygosity (ROHet) are commonly associated with balance selection, which can help us understand the adaptive evolutionary history of domestic animals. In this study, we investigated ROHs and ROHets in 88 Tunchang pigs. We also compared the estimates of inbreeding coefficients in individuals calculated based on four methods. In summary, we detected a total of 16 ROH islands in our study, and 100 genes were found within ROH regions. These genes were correlated with economically important traits such as reproduction (e.g., SERPIND1, HIRA), meat quality (e.g., PI4KA, TBX1), immunity (e.g., ESS2, RANBP1), adaption to heat stress (TXNRD2 and DGCR8), and crude food tolerance (TRPM6). Moreover, we discovered 18 ROHet islands harbouring genes associated with reproduction (e.g., ARHGEF12, BMPR2), immune system (e.g., BRD4, DNMT3B). These findings may help us design effective breeding and conservation strategies for this unique breed.

屯昌猪主要分布在中国海南省,以肉质优良、耐粗饲料、适应高温高湿而闻名。同源杂合度(ROH)可提供有关个体近交系数的宝贵信息和选择信号,从而揭示与关键功能性状相关的候选基因。杂合度(ROHet)通常与平衡选择有关,这有助于我们了解家畜的适应性进化史。在这项研究中,我们调查了 88 头屯昌猪的 ROHs 和 ROHets。我们还比较了根据四种方法计算出的个体近交系数估计值。总之,我们在研究中总共发现了 16 个 ROH 岛,在 ROH 区域内发现了 100 个基因。这些基因与繁殖(如 SERPIND1、HIRA)、肉质(如 PI4KA、TBX1)、免疫(如 ESS2、RANBP1)、热应激适应(TXNRD2 和 DGCR8)和粗食耐受性(TRPM6)等重要经济性状相关。此外,我们还发现了18个ROHet岛,其中包含与繁殖(如ARHGEF12、BMPR2)和免疫系统(如BRD4、DNMT3B)相关的基因。这些发现可能有助于我们为这一独特的品种设计有效的育种和保护策略。
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引用次数: 0
Impact of truncating historical data on prediction ability of dairy sheep selection candidates 截断历史数据对奶羊选育候选者预测能力的影响
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101245
I. Granado-Tajada, E. Ugarte

Along the last decades, the genetic evaluation methodology has evolved, improving breeding value estimates. Many breeding programmes have historical phenotypic records and large number of generations, but to make use of them could result in more inconveniences than benefits. In this study, the prediction ability of genotyped young animals was assessed by simultaneously evaluating the removal of historical data, two pedigree deepness and two methodologies (traditional BLUP and single−step genomic BLUP or ssGBLUP), using milk yield records of 40 years of three Latxa dairy sheep populations. The linear regression method was used to compare predictions of young rams before and after progeny testing, with six cut-off points, by intervals of 4 years (from 1992 to 2012), and statistics of ratio of accuracies, bias, and dispersion were calculated. The prediction accuracy of selection candidates, when genomic information was included, was the highest in all Latxa populations (between 0.54 and 0.69 with full data set). Nevertheless, the deletion of historical phenotypic data resulted on moderate accuracy gain in the bigger data size populations (mean gain 2.5%), and the smaller population took advantage of a moderate data deletion (2.7% gain by removing data until 2004), reducing accuracy when more records were removed. The bias of validation individuals was lower when the breeding value was predicted based on genomic information (between 2.1 and 13.9), being lower when the biggest amount of data was deleted in the bigger data size populations (5.2% reduction), and the smaller population was benefited from data deletion between 1996 and 2008 (3.8% bias reduction). Meanwhile, the slope of estimated genetic trend was lower when less data were included, and an overestimation of the unknown parent group estimates was observed. The results indicated that ssGBLUP evaluations were outstanding, compared with traditional BLUP evaluations, while the depth of pedigree had a very small influence, and deletion of historical phenotypic data was beneficial. Thus, Latxa routine genetic evaluations would benefit from truncating phenotypic records between 2000 and 2004, the use of two pedigree generations and the implementation of ssGBLUP methodology.

过去几十年来,遗传评估方法不断发展,改进了育种价值评估。许多育种计划都有历史表型记录和大量世代,但利用这些记录可能会带来更多的不便,而不是好处。本研究利用三个拉特萨奶羊种群 40 年的产奶量记录,通过同时评估去除历史数据、两种血统深度和两种方法(传统 BLUP 和单步基因组 BLUP 或 ssGBLUP)来评估基因分型幼畜的预测能力。使用线性回归法比较了后代测试前后对年轻公羊的预测,以 4 年为间隔(从 1992 年到 2012 年)设置了 6 个截断点,并计算了准确率、偏差和离散度的比率。在所有拉特萨种群中,包含基因组信息的候选品种预测准确率最高(全数据集在 0.54 至 0.69 之间)。然而,在数据量较大的种群中,删除历史表型数据会导致中等程度的准确率提高(平均提高 2.5%),而在数据量较小的种群中,删除 2004 年之前的数据会导致中等程度的准确率提高(提高 2.7%),当删除更多记录时,准确率会降低。根据基因组信息预测育种值时,验证个体的偏差较小(介于 2.1 和 13.9 之间),数据量大的种群删除数据量最大时偏差较小(减少 5.2%),而数据量较小的种群从 1996 年至 2008 年的数据删除中获益(偏差减少 3.8%)。同时,当包含的数据较少时,估计遗传趋势的斜率较低,并观察到未知亲本组估计值被高估。结果表明,与传统的 BLUP 评价相比,ssGBLUP 评价效果显著,而血统深度的影响很小,删除历史表型数据也有好处。因此,删除 2000 年至 2004 年的表型记录、使用两代血统以及实施 ssGBLUP 方法将有利于 Latxa 的常规遗传评估。
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引用次数: 0
Dietary sodium sulphate supplementation during mid-to-late gestation improves placental angiogenesis, bile acid metabolism, and serum amino acid concentrations of sows 妊娠中后期补充日粮硫酸钠可改善母猪胎盘血管生成、胆汁酸代谢和血清氨基酸浓度
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101237
R. Zhou , L. Zhe , S.S. Lai , H.M. Wen , L. Hu , X.L. Zhang , Y. Zhuo , S.Y. Xu , Y. Lin , B. Feng , L.Q. Che , D. Wu , Z.F. Fang

Sulphate plays a vital role in the growth and development of the foetus. Sodium sulphate (Na2SO4) is utilised as a dietary protein nutrient factor and helps replenish sulphur elements in livestock and poultry. Therefore, this study aimed to investigate the effects of Na2SO4 supplementation in mid to late pregnancy on bile acid metabolism, amino acid metabolism, placental vascular development and antioxidant capacity of sows. At day 1 of gestation (G1), a total of twenty-six primiparous sows were carefully chosen and randomised into two groups: (1) control group, (2) Na2SO4 group (1.40 g/kg). Blood samples and placentas from sows were collected to measure biochemistry parameters, antioxidant indexes, placental vascular density, and indicators related to bile acid metabolism and amino acid concentrations, respectively. We found that dietary supplementation with Na2SO4 had a tendency for a reduction of incidence of stillborn at farrowing. Further observation showed that sows supplemented with Na2SO4 had decreased total bile acid level in cord blood, and increased placental gene expression of sulphotransferase and organic anion transport peptide. Na2SO4 supplementation increased catalase and total superoxide dismutase activity in cord blood, decreased placental malondialdehyde content, and enhanced placental protein expression of Sirtuin 1. Moreover, Na2SO4 consumption resulted in increased vascular density of placental stroma and elevated amino acid levels in sows and cord blood. Furthermore, maternal Na2SO4 consumption reduced serum urea concentrations of sows and umbilical cord blood at G114. In addition, dietary supplementation with Na2SO4 activated the protein expression of the placental mechanistic target of rapamycin complex 1. Collectively, these findings indicated that maternal supplementation with Na2SO4 during mid-to-late gestation elevated foetal survival via improving placental angiogenesis, bile acid metabolism and amino acid utilisation.

硫酸盐对胎儿的生长发育起着至关重要的作用。硫酸钠(Na2SO4)被用作膳食蛋白质营养因子,有助于补充家畜和家禽体内的硫元素。因此,本研究旨在探讨妊娠中后期补充 Na2SO4 对母猪胆汁酸代谢、氨基酸代谢、胎盘血管发育和抗氧化能力的影响。在妊娠第 1 天(G1),精心挑选了 26 头初产母猪,随机分为两组:(1) 对照组;(2) Na2SO4 组(1.40 克/千克)。采集母猪血样和胎盘,分别测定生化指标、抗氧化指标、胎盘血管密度以及胆汁酸代谢和氨基酸浓度相关指标。我们发现,日粮中添加 Na2SO4 有降低产仔死胎率的趋势。进一步观察发现,补充 Na2SO4 的母猪脐血中总胆汁酸水平降低,胎盘中硫基转移酶和有机阴离子转运肽的基因表达增加。补充 Na2SO4 可提高脐带血中过氧化氢酶和总超氧化物歧化酶的活性,降低胎盘丙二醛含量,并增强 Sirtuin 1 的胎盘蛋白表达。 此外,母猪和脐带血中的 Na2SO4 可导致胎盘基质血管密度增加和氨基酸水平升高。此外,母体摄入 Na2SO4 可降低母猪血清尿素浓度和 G114 期脐血尿素浓度。此外,膳食中补充 Na2SO4 还能激活胎盘雷帕霉素机理靶点复合物 1 的蛋白表达。总之,这些研究结果表明,母体在妊娠中晚期补充 Na2SO4 可改善胎盘血管生成、胆汁酸代谢和氨基酸利用,从而提高胎儿存活率。
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引用次数: 0
Effects of grass species and harvest date on cell wall components and feed efficiency of dairy cows 草种和收割日期对细胞壁成分和奶牛饲料效率的影响
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101256
D. Sousa , M. Murphy , R. Hatfield , E. Nadeau

There is a balance between DM yield and feed value when choosing types of grasses on a farm depending on the acreages of farmland and types of ruminants to be fed. Therefore, optimisation of the harvest strategy for grass silage is important for profitable dairy farming. Tall fescue has high DM yield and can replace traditional grasses, such as timothy, in Northern Europe in a changing climate as it has been shown to be more drought tolerant. As differences in climate responses previously have been related to differences in cell wall structure between grass species and, consequently, in digestibility, it is highly relevant to compare these species at similar maturity stages and to investigate if a very early harvest date will diminish potential differences between the species. This study evaluated the effects of harvest date and forage species on the concentration of hydroxycinnamic acids in silages and its relationship to feed efficiency of dairy cows. Tall fescue and timothy were harvested at very early date on May 25 or at early date on May 31 in the spring growth cycle. Forty lactating dairy cows were used in a block design. Cows received 1 of 4 treatments: (1) tall fescue harvested at very early date, (2) timothy harvested at very early date, (3) tall fescue harvested at early date, and (4) timothy harvested at early date. Diets were formulated to have the same forage-to-concentrate ratio (49:51 on DM basis). Tall fescue silages showed greater concentrations of DM, ash, and CP than timothy silages. Grasses harvested at early date showed greater concentrations of NDF, ADL, and cell wall than grasses harvested at very early date. Tall fescue silages showed greater concentration of p-coumaric acid and lower in vitro organic matter digestibility (IVOMD) compared to timothy silages. Milk production and composition were not affected by treatments but cows fed tall fescue-based diets showed lower milk protein yield and greater milk urea nitrogen than when timothy-based diets were fed. Furthermore, cows receiving timothy-based diets showed greater feed efficiency compared to cows receiving tall fescue-based diets. Thus, the lower concentration of p-coumaric acid and the higher IVOMD was associated with greater feed efficiency of cows fed timothy-based diets compared to tall fescue-based diets.

根据耕地面积和饲养反刍动物的种类,在选择牧场牧草种类时,需要在 DM 产量和饲料价值之间取得平衡。因此,优化青贮草的收割策略对奶牛场的盈利非常重要。高羊茅具有较高的 DM 产量,在气候不断变化的北欧可以取代传统牧草(如梯牧草),因为事实证明高羊茅更耐旱。由于对气候反应的差异以前与不同草种细胞壁结构的差异有关,因此也与消化率的差异有关,因此在相似的成熟阶段对这些草种进行比较,并研究较早的收割日期是否会减少草种之间的潜在差异,是非常有意义的。本研究评估了收割日期和牧草品种对青贮饲料中羟基肉桂酸浓度的影响及其与奶牛饲料效率的关系。高羊茅和梯牧草在春季生长周期的 5 月 25 日早期或 5 月 31 日早期收割。40 头泌乳奶牛采用了区组设计。奶牛接受 4 种处理中的一种:(1)早期收割的高羊茅;(2)早期收割的梯牧草;(3)早期收割的高羊茅;(4)早期收割的梯牧草。日粮的饲草与精料比例相同(按 DM 计为 49:51)。高羊茅青贮饲料的 DM、灰分和 CP 含量高于梯牧草青贮饲料。早熟禾的 NDF、ADL 和细胞壁含量高于极早熟禾。与梯牧草青贮饲料相比,高羊茅青贮饲料显示出更高的对香豆酸浓度和更低的体外有机物消化率(IVOMD)。牛奶产量和成分不受处理方法的影响,但与饲喂以提牧草为主的日粮相比,饲喂高羊茅的奶牛牛奶蛋白质产量较低,牛奶尿素氮较高。此外,与饲喂高羊茅的奶牛相比,饲喂提摩西日粮的奶牛饲料效率更高。因此,与饲喂高羊茅的日粮相比,饲喂以提木西为主的日粮的奶牛的对香豆酸浓度较低,IVOMD较高,因此饲料效率较高。
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引用次数: 0
Growth performance, proximate composition and fatty acid profile of black soldier fly larvae reared on two grape pomace varieties 两种葡萄渣饲养的黑实蝇幼虫的生长性能、近似物组成和脂肪酸谱
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101240
M. Renna , L. Gasco , L. Livorsi , M. Mele , G. Conte , M. Meneguz , C. Lussiana

The black soldier fly (Hermetia illucens) is attracting increasing interest for its ability to convert low-value substrates into highly nutritious feed. This study aimed at evaluating grape pomace from two varieties (Becuet – B; Moscato – M) as rearing substrates for black soldier fly larvae (BSFL), focusing on the related effects on larval growth performance, proximate composition, and fatty acid profile. A total of six replicates per treatment, and 1 000 BSFL per replica, were used. Larval development was assessed by larvae weight, which was recorded eight times during the trial: the day after the beginning of the trial, and then on days 5, 8, 13, 15, 20, 22, and 27 (day in which the 30% of BSFL reached the prepupal stage). Production and waste reduction efficiency parameters, namely the growth rate, substrate reduction and substrate reduction index, were calculated. The two grape pomace varieties were analysed for their proximate composition and fatty acid profile; the same analyses were conducted on BSFL (30 larvae per replica) that were collected at the end of the trial (day 27). The growth rate of BSFL showed a higher value when the larvae were reared on B substrate (4.4 and 3.2 mg/day for B and M, respectively; P < 0.01). The rearing substrate did not significantly affect the proximate composition of BSFL. The percentage of total lipids (TL) in M-fed BSFL was significantly higher than in B ones. Total saturated (P < 0.001) and monounsaturated fatty acids (P < 0.05) were significantly higher in M-fed BSFL, while an opposite trend was observed for total branched-chain (P < 0.001) and total polyunsaturated fatty acids (P < 0.001). Interestingly, some conjugated linoleic acid (CLA) isomers [i.e., C18:2 c9t11(+t7c9+t8c10) and t9t11] were detected in low amounts in both rearing substrates (total CLA equal to 0.085 and 0.16 g/100 g TL in B and M substrate, respectively). Some CLA isomers (i.e., C18:2 c9t11, t7c9, and t10c12) were also found in BSFL, reaching a total CLA concentration equal to 2.95 and 0.052 g/100 g of TL in B-fed and M-fed BSFL, respectively. This study demonstrates that winery by-products from different grape varieties can significantly affect the development and lipid composition of BSFL. The CLA biosynthesis potential of BSFL opens newsworthy perspectives for a new valorisation of winery by-products to produce full-fat black soldier fly meal and black soldier fly oil enriched in specific fatty acids of potential health-promoting interest.

黑翅大实蝇(Hermetia illucens)将低价值基质转化为高营养饲料的能力正引起越来越多的关注。本研究旨在评估两个品种(Becuet - B;Moscato - M)的葡萄渣作为黑刺蝇幼虫(BSFL)饲养基质的情况,重点研究其对幼虫生长性能、近似物成分和脂肪酸组成的相关影响。每个处理共使用了 6 个重复,每个重复使用了 1 000 只黑斑潜蝇。幼虫发育情况通过幼虫体重进行评估,试验期间记录了八次幼虫体重:试验开始后的第二天,然后是第 5、8、13、15、20、22 和 27 天(30%的 BSFL 达到预蛹阶段的当天)。计算了生产和废物减量效率参数,即生长率、基质减量和基质减量指数。对两个葡萄渣品种的近似成分和脂肪酸谱进行了分析;对试验结束时(第 27 天)收集的 BSFL(每个重复 30 只幼虫)也进行了同样的分析。在 B 基质上饲养的幼虫的 BSFL 生长率较高(B 和 M 的生长率分别为 4.4 和 3.2 mg/天;P < 0.01)。饲养基质对 BSFL 的近似组成没有明显影响。M饲喂的BSFL的总脂百分比(TL)明显高于B饲喂的BSFL。饱和脂肪酸总量(P < 0.001)和单不饱和脂肪酸总量(P < 0.05)在 M 饲喂的 BSFL 中明显较高,而支链脂肪酸总量(P < 0.001)和多不饱和脂肪酸总量(P < 0.001)则呈相反趋势。有趣的是,在两种饲养底物中都检测到了一些共轭亚油酸异构体[即 C18:2 c9t11(+t7c9+t8c10) 和 t9t11],但含量较低(B 和 M 底物中的共轭亚油酸总量分别为 0.085 和 0.16 克/100 克 TL)。在 BSFL 中还发现了一些 CLA 异构体(即 C18:2 c9t11、t7c9 和 t10c12),在 B 饲喂和 M 饲喂的 BSFL 中,CLA 总浓度分别为 2.95 和 0.052 克/100 克 TL。这项研究表明,不同葡萄品种的酿酒副产品会显著影响 BSFL 的生长发育和脂质组成。BSFL 的 CLA 生物合成潜力为酿酒厂副产品的新价值化开辟了新的前景,可用于生产富含特定脂肪酸的全脂黑翅蝇粉和黑翅蝇油,具有潜在的健康促进作用。
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引用次数: 0
Milk components as potential indicators of energy status in early lactation Holstein dairy cows from two farms 作为两个牧场荷斯坦奶牛泌乳早期能量状况潜在指标的牛奶成分
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-08-01 DOI: 10.1016/j.animal.2024.101235
M. Štolcová, L. Bartoň, D. Řehák

Negative energy balance (NEB) is a serious problem in most dairy cows. It occurs most frequently after calving, when cows are unable to consume sufficient DM to meet their energy requirements during early lactation. During NEB, the breakdown of fat stores releases non−esterified fatty acids (NEFAs) into the bloodstream. High blood concentrations of NEFAs cause health problems such as ketosis, fatty liver syndrome, and enhanced susceptibility to infections. These issues may substantially increase premature culling from the herd. Serum NEFA concentrations are often used as a direct marker of energy metabolism. However, because the direct measurement of serum NEFAs is difficult under commercial conditions, alternative indicators, such as milk components, have been increasingly investigated for their use in estimating energy balance. The objectives of this study were to (1) evaluate the relationships between serum NEFA concentrations and selected milk components in cows from two farms during the first 5 weeks of lactation, and to (2) develop a model valid for both herds for predicting serum NEFA concentrations using milk components. A total of 121 lactating Holstein cows from two different farms were included in the experiment. Blood samples were collected for NEFA analysis on days 7 (± 3), 14 (± 3), 21 (± 3), and 35 (± 3) after calving. Composite milk samples were collected during afternoon milking on the same days as blood sampling. Concentrations of fat, protein, lactose, and milk fatty acids (FAs) were determined using Fourier-transform IR spectroscopy analysis. The strongest correlations (r > 0.43) were recorded between serum NEFAs and milk long-chain FAs, monounsaturated FAs, C18:0, and C18:1 within each farm and for both farms combined. Two prediction models for serum log(NEFA) using milk components as predictors were developed by stepwise regression. The prediction model with the best fit (R2 = 0.52) included days in milk, fat-to-protein ratio, and C18:1, C18:12 and C14:0 expressed as g/100 g of milk fat. An essential finding is that, despite different concentrations of NEFAs, and of most milk components observed in the evaluated herds, there were no significant interactions between farm and any of the FAs, so the same regression coefficients could be used for the prediction models in both farms. Validation of these findings in a greater number of herds would allow for the use of milk FAs to identify energy−imbalanced cows in herds under different farm conditions.

负能量平衡(NEB)是大多数奶牛面临的一个严重问题。它最常发生在产犊后,因为奶牛无法摄入足够的 DM 以满足泌乳早期的能量需求。在 NEB 期间,脂肪储存的分解会将非酯化脂肪酸 (NEFAs) 释放到血液中。血液中高浓度的非酯化脂肪酸会导致酮病和脂肪肝综合症等健康问题,并增加感染的几率。这些问题可能会大大增加牛群的过早淘汰。血清 NEFA 浓度通常被用作能量代谢的直接指标。然而,由于在商业条件下难以直接测量血清 NEFA,因此人们越来越多地研究牛奶成分等替代指标在估计能量平衡中的应用。本研究的目的是:(1) 评估两个牧场的奶牛在泌乳期前 5 周的血清 NEFA 浓度与所选牛奶成分之间的关系;(2) 建立一个适用于两个牧场的模型,利用牛奶成分预测血清 NEFA 浓度。共有来自两个不同牧场的 121 头泌乳荷斯坦奶牛参加了实验。在产犊后第 7 天(± 3)、14 天(± 3)、21 天(± 3)和 35 天(± 3)采集血液样本进行 NEFA 分析。在采血的同一天下午挤奶时采集复合奶样。采用傅立叶变换红外光谱分析法测定脂肪、蛋白质、乳糖和乳脂肪酸(FAs)的浓度。每个牧场和两个牧场的血清 NEFAs 与牛奶长链脂肪酸、单不饱和脂肪酸、C18:0 和 C18:1 之间的相关性最强(r > 0.43)。通过逐步回归法建立了两个以牛奶成分为预测因子的血清对数(NEFA)预测模型。拟合度最高的预测模型(R2 = 0.52)包括产奶天数、脂肪与蛋白质比率以及以克/100 克乳脂表示的 C18:1、C18:12 和 C14:0。一个重要的发现是,尽管在接受评估的牛群中观察到的 NEFAs 和大多数牛奶成分的浓度不同,但牧场与任何一种 FA 之间都没有显著的交互作用,因此两个牧场的预测模型可以使用相同的回归系数。在更多的牛群中验证这些发现将有助于利用牛奶中的 FAs 来识别不同牧场条件下牛群中能量失衡的奶牛。
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引用次数: 0
Novel pathways linked to the expression of temperament in Merino sheep: a genome-wide association study 与美利奴羊性情表达有关的新途径:全基因组关联研究
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-31 DOI: 10.1016/j.animal.2024.101279
L. Ding , E.R. Colman , Y. Wang , M. Ramachandran , S.K. Maloney , N. Chen , J. Yin , L. Chen , E.V. Lier , D. Blache , M. Wang
Animal temperament refers to the inherent behavioural and emotional characteristics of an animal, influencing how it interacts with its environment. The selection of sheep for temperament can change the temperament traits of the selected line and improve the welfare and production (reproduction, growth, immunity) of those animals. To understand the genetics that underly variation in temperament in sheep, and how selection on temperament can affect other production traits, a genome-wide association study was carried out. Merino sheep from lines selected for traits of calm and nervous temperament, and a commercial population, on which the temperament traits had never been assessed, were used. Blood samples from the three populations were genotyped using an Illumina GGP Ovine 50 K Genotyping BeadChip. The calm and nervous populations in the selected lines presented as distinct genetic populations, and 2 729 of the 45 761 single nucleotide polymorphisms (SNPs) had significantly different proportions between the two lines. Of those 2 729 SNPs, 2 084 were also associated with temperament traits in the commercial population. A genomic annotation identified 81 candidate genes for temperament, nearly half of which are associated with disorders of social behaviour in humans. Five of those 81 candidate genes are related to production traits in sheep. Two genes were associated with personality disorders in humans and with production traits in sheep. We identified significant enrichment in genes involved in nervous system processes such as the regulation of systemic arterial blood pressure, ventricular myocyte action, multicellular organismal signalling, ion transmembrane transport, and calcium ion binding, suggesting that temperament is underpinned by variation in multiple biological systems. Our results contribute to understanding of the genetic basis of animal temperament which could be applied to the genetic evaluation of temperament in sheep and other farm animals.
动物性情是指动物固有的行为和情感特征,影响着动物与环境的互动方式。对绵羊进行性情选择可以改变所选品系的性情特征,并改善这些动物的福利和生产状况(繁殖、生长、免疫)。为了了解绵羊性情变异的遗传学基础,以及性情选择如何影响其他生产性状,我们开展了一项全基因组关联研究。该研究使用了针对绵羊沉稳和神经质性情特征选择的美利奴羊品系,以及一个从未对其性情特征进行过评估的商业种群。使用 Illumina GGP Ovine 50 K 基因分型 BeadChip 对这三个群体的血液样本进行了基因分型。在所选品系中,沉着和紧张的群体表现为不同的遗传群体,在 45 761 个单核苷酸多态性()中,有 2 729 个在两个品系中的比例有显著差异。在这 2 729 个 SNPs 中,有 2 084 个也与商业种群的性情特征相关。基因组注释确定了 81 个性情候选基因,其中近一半与人类的社会行为障碍有关。这 81 个候选基因中有 5 个与绵羊的生产性状有关。有两个基因与人类的人格障碍和绵羊的生产性状有关。我们发现涉及神经系统过程的基因明显丰富,如全身动脉血压调节、心室肌细胞作用、多细胞生物体信号传导、离子跨膜转运和钙离子结合等,这表明性情是由多个生物系统的变异支撑的。我们的研究结果有助于了解动物性情的遗传基础,可用于绵羊和其他农场动物性情的遗传评估。
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引用次数: 0
Genome-wide association study for high-temperature tolerance in the Japanese flounder 日本鲽鱼耐高温的全基因组关联研究
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-25 DOI: 10.1016/j.animal.2024.101273
L.Z. San , G.X. Wang , Z.W. He , Y.F. Liu , W. Cao , Y.T. Zhang , Y.C. Yang , T. Han , Y.W. Qin , T.L. Yang , Y.F. Wang , J.L. Hou

This study addresses the critical issue of high-temperature stress in Japanese flounder (Paralichthys olivaceus), a factor threatening both their survival and the growth of the aquaculture industry. The research aims to identify genetic markers associated with high-temperature tolerance, unravel the genetic regulatory mechanisms, and lay the foundation for breeding Japanese flounder with increased resistance to high temperatures. In this study, using a genome-wide association study was performed to identify single nucleotide polymorphisms (SNPs) and genes associated with high−temperature tolerance for Japanese flounder using 280 individuals with 342 311 high-quality SNPs. The traits of high-temperature tolerance were defined as the survival time and survival status of Japanese flounder at high water temperature (31℃) for 15 days cultivate. A genome-wide association study identified six loci on six chromosomes significantly correlated with survival time under high-temperature stress. Six candidate genes were successfully annotated. Additionally, 34 loci associated with survival status were identified and mapped to 15 chromosomes, with 22 candidate genes annotated. Functional analysis highlighted the potential importance of genes like traf4 and ppm1l in regulating apoptosis, impacting high-temperature tolerance in Japanese flounder. These findings provide a valuable theoretical framework for integrating molecular markers into Japanese flounder breeding programmes, serving as a molecular tool to enhance genetic traits linked to high-temperature tolerance in cultured Japanese flounder.

日本鲽鱼(Paralichthys olivaceus)的高温胁迫是威胁其生存和水产养殖业发展的关键因素,本研究针对这一关键问题进行了研究。该研究旨在确定与耐高温相关的遗传标记,揭示遗传调控机制,为培育具有更强耐高温能力的日本鲽奠定基础。本研究采用全基因组关联研究,利用 280 个个体,342 311 个高质量 SNPs,鉴定与日本鲽耐高温相关的单核苷酸多态性(SNPs)和基因。耐高温性状是指日本鲽鱼在高水温(31℃)养殖 15 天的存活时间和存活状况。全基因组关联研究发现,6条染色体上的6个位点与高温胁迫下的存活时间显著相关。成功地注释了 6 个候选基因。此外,还发现了与存活状态相关的 34 个位点,并将其映射到 15 条染色体上,注释了 22 个候选基因。功能分析强调了traf4和ppm1l等基因在调控细胞凋亡方面的潜在重要性,从而影响了日本鲽鱼的高温耐受性。这些发现为将分子标记整合到日本鲽育种计划中提供了一个宝贵的理论框架,可作为一种分子工具来提高养殖日本鲽耐高温的遗传性状。
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引用次数: 0
Imputation strategies for low-coverage whole-genome sequencing data and their effects on genomic prediction and genome-wide association studies in pigs 低覆盖率全基因组测序数据的估算策略及其对猪基因组预测和全基因组关联研究的影响
IF 4 2区 农林科学 Q1 AGRICULTURE, DAIRY & ANIMAL SCIENCE Pub Date : 2024-07-25 DOI: 10.1016/j.animal.2024.101258
X.Q. Wang , L.G. Wang , L.Y. Shi , J.J. Tian , M.Y. Li , L.X. Wang , F.P. Zhao

The uncertainty resulting from missing genotypes in low-coverage whole-genome sequencing (LCWGS) data complicates genotype imputation. The aim of this study is to find out an optimal strategy for accurately imputing LCWGS data and assess its effectiveness for genomic prediction (GP) and genome-wide association study (GWAS) on economically important traits of Large White pigs. The LCWGS data of 1 423 Large White pigs were imputed using three different strategies: (1) using the high-coverage whole-genome sequencing (HCWGS) of 30 key progenitors as the reference panel (Ref_LG); (2) mixing HCWGS of key progenitors with LCWGS (Mix_HLG) and (3) self-imputation in LCWGS (Within_LG). Additionally, to compare the imputation effects of LCWGS, we also imputed SNP chip data of 1 423 Large White pigs to the whole-genome sequencing level using the reference panel consisting of key progenitors (Ref_SNP). To evaluate effects of the imputed sequencing data, we compared the accuracies of GP and statistical power of GWAS for four reproductive traits based on the chip data, sequencing data imputed from chip data and LCWGS data using an optimal strategy. The average imputation accuracies of the Within_LG, Ref_LG and Mix_HLG were 0.9893, 0.9899 and 0.9875, respectively, which were higher than that of the Ref_SNP (0.8522). Using the imputed sequencing data from LCWGS with the Ref_LG imputation strategy, the accuracies of GP for four traits improved by approximately 0.31–1.04% compared to the chip data, and by 0.7–1.05% compared to the imputed sequencing data from chip data. Furthermore, by using the sequence data imputed from LCWGS with the Ref_LG, 18 candidate genes were identified to be associated with the four reproductive traits of interest in Large White pigs: total number of piglets born - EPC2, MBD5, ORC4 and ACVR2A; number of piglets born healthy - IKBKE; total litter weight of piglets born alive - HSPA13 and CPA1; gestation length - GTF2H5, ITGAV, NFE2L2, CALCRL, ITGA4, STAT1, HOXD10, MSTN, COL5A2 and STAT4. With the exception of EPC2, ORC4, ACVR2A and MSTN, others represent novel candidates. Our findings can provide a reference for the application of LCWGS data in livestock and poultry.

低覆盖率全基因组测序(LCWGS)数据中基因型缺失导致的不确定性使基因型归约变得复杂。本研究旨在找出精确归约 LCWGS 数据的最佳策略,并评估其在大白猪重要经济性状的基因组预测(GP)和全基因组关联研究(GWAS)中的有效性。采用三种不同的策略对 1 423 头大白猪的 LCWGS 数据进行了归约:(1)使用 30 个关键祖先的高覆盖全基因组测序(HCWGS)作为参考面板(Ref_LG);(2)将关键祖先的 HCWGS 与 LCWGS 混合(Mix_HLG);(3)在 LCWGS 中进行自我归约(Within_LG)。此外,为了比较 LCWGS 的估算效果,我们还使用由关键祖代组成的参考面板(Ref_SNP)将 1 423 头大白猪的 SNP 芯片数据估算到全基因组测序水平。为了评估推算测序数据的效果,我们比较了基于芯片数据、从芯片数据推算的测序数据和使用最优策略的 LCWGS 数据的 GP 的准确性和 GWAS 对四个繁殖性状的统计能力。Within_LG、Ref_LG和Mix_HLG的平均估算精确度分别为0.9893、0.9899和0.9875,高于Ref_SNP(0.8522)。采用 Ref_LG 归约策略使用 LCWGS 的归约测序数据,四个性状的 GP 精确度与芯片数据相比提高了约 0.31-1.04%,与芯片数据的归约测序数据相比提高了 0.7-1.05%。此外,通过使用 LCWGS 与 Ref_LG 估算的序列数据,确定了 18 个与大白猪四个相关繁殖性状有关的候选基因:出生仔猪总数--EPC2、MBD5、ORC4 和 ACVR2A;健康出生仔猪数--IKBKE;活产仔猪窝重--HSPA13 和 CPA1;妊娠期--GTF2H5、ITGAV、NFE2L2、CALCRL、ITGA4、STAT1、HOXD10、MSTN、COL5A2 和 STAT4。除 EPC2、ORC4、ACVR2A 和 MSTN 外,其他均为新的候选基因。我们的研究结果可为 LCWGS 数据在畜禽中的应用提供参考。
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