Genetic selection

遗传选择
  • 文章类型: Journal Article
    本文讨论了在当今复杂的畜牧业系统中,用于下游基因分型的样品类型和样品收集装置的不同选择和最佳实践。样本收集的最佳实践,航运,并展示了样品的提交,并提供了实验室分析技术的概述。最终目标是促进为客户生成有用且有意义的结果。
    This article discusses different options and best practices for sample types and sample collection devices for downstream genotyping in today\'s sophisticated animal husbandry systems. Best practices for sample collection, shipping, and submission of samples are shown and an overview of techniques for laboratory analysis is provided. The ultimate goal is to facilitate the generation of useful and meaningful results for the client.
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  • 文章类型: Journal Article
    在不断发展的肉牛管理环境中,兽医正在从治疗疾病的传统角色过渡到成为积极主动的顾问。本文探讨了具有遗传工具知识的兽医如何应对基本行业挑战。它强调了遗传选择在减少产卵困难方面的作用,强调其对动物健康和福利的好处。本文还调查了可用的基因组技术,并讨论了将这些见解与兽医专业知识相结合以支持选择中的明智决策的重要性。交配,和营销策略。
    In the evolving landscape of beef cattle management, veterinarians are transitioning from their traditional role of treating diseases to becoming proactive advisors. This article explores how veterinarians with knowledge of genetic tools are poised to be vital in addressing the fundamental industry challenges. It highlights the role of genetic selection in reducing calving difficulties, emphasizing its benefits for animal health and welfare. The article also surveys the genomic technologies available and discusses the importance of integrating these insights with veterinary expertise to support informed decisions in selection, mating, and marketing strategies.
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  • 文章类型: Journal Article
    背景:Murrah水牛,在亚洲农业中举足轻重,尽管进行了大量的育种工作,但在最大限度地提高牛奶产量方面仍面临挑战。认识到其经济重要性,这项研究调查mtDNAD-loop变异在Murrah水牛作为潜在指标的产奶变异性,尽管进行了大量育种工作,但仍要解决最大产量方面的挑战。
    结果:分析50只水牛的mtDNAD环序列,我们将它们分类为低(第1组),中等(第2组),和基于产奶量的高ECM(第3组)组,30天期间数据的脂肪和蛋白质百分比。体细胞mtDNAD-loop分析揭示了不同的遗传变异,ECM组间差异显著。第2组显示更高的SNP患病率,第3组有更多的插入/缺失,第1组表现出最高的跃迁频率。值得注意的是,第714位出现一致的“C”缺失,发生在第1组和第3组中,占第2组的68%。在第93位的G-A变异对培养基ECM组是特异性的。TajimaD的负值表明每组有独特的变化,第1组的数字最高,并鉴定了与组2相关的特定SNP。D-loop区域中的这些SNP会影响mtDNA复制,影响动物线粒体含量。我们的结果为mtDNAD环多态性在Murrah水牛产奶性状中的作用提供了有价值的见解。
    结论:我们的研究强调了Murrah水牛细胞能量效率的有价值标志物的潜力。探索不同的细胞质背景为基于mtDNA的选择策略开辟了道路,提高乳品产量,优化乳品行业的遗传性状。
    BACKGROUND: The Murrah buffalo, pivotal in Asian agriculture, faces challenges in maximizing milk production despite significant breeding efforts. Recognizing its economic importance, this study investigates mtDNA D-loop variations in Murrah buffalo as potential indicators of milk production variability, addressing challenges in maximizing yield despite significant breeding efforts.
    RESULTS: Analyzing mtDNA D-loop sequences from 50 buffaloes, we categorized them into Low (Group 1), Medium (Group 2), and High ECM (Group 3) groups based on milk yields, fat and protein percentage of a 30-day period data. Somatic cell mtDNA D-loop analysis revealed distinct genetic variations, with significant differences among ECM groups. Group 2 showed higher SNP prevalence, group 3 had more insertions/deletions, and Group 1 exhibited the highest transition frequency. Notably, a consistent \"C\" deletion at the 714th position occurred in Groups 1 and 3, prevalent in 68% of Group 2. A G-A variation at the 93rd position was specific to the medium ECM group. Negative Tajima D values indicated unique variations in each group, with Group 1 having the highest number, and a specific SNP linked to Group 2 was identified. These SNPs in the D-loop region could impact mtDNA replication, influencing mitochondrial content among animals. Our results provide valuable insights into the role of mtDNA D-loop polymorphisms in milk production traits in Murrah buffalo.
    CONCLUSIONS: Our research highlights the potential for valuable markers of cellular energy efficiency in Murrah buffalo. Exploring diverse cytoplasmic backgrounds opens avenues for mtDNA-based selection strategies, enhancing milk production and optimizing genetic traits for the dairy industry.
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  • 文章类型: Journal Article
    肌内脂肪(IMF)含量对肉类生产和人体健康具有重要意义,宿主遗传学及其微生物组极大地促进了其变异。这项研究的目的是通过选择微生物组的分类组成来描述IMF的遗传修饰的后果,使用来自IMF的第10代不同选择实验的兔子(高(H)和低(L)线相差3.8个标准偏差)。选择改变了肠道微生物群的组成。在属水平(51属)上比在门水平(10门)上更好地区分了相关的反应。H线富含匈牙利纹状体,Limosilactacillus,军团菌,溶血芽孢杆菌,Phorphyromonas,Methanosphaera,Desulfovibrio,和Akkermansia,而L-线富含埃希氏菌,甲烷杆菌,Fonticella,CandidatusAmulumruptor,甲烷杆菌,Exiguobacterium,Fllintibacter,和球菌,在其他具有较小线条差异的属中。从这些属中的四个属的丰度产生的微生物生物标记物在logit回归中以78%的准确度对品系进行分类。我们的结果表明,具有不同IMF基因型的宿主中肠道微生物组组成不同。此外,我们提供了一种微生物生物标志物,用作遗传上倾向于积累肌肉脂质的宿主的指标,这为研究开发针对IMF的基于益生菌或微生物组的育种策略提供了机会。
    Intramuscular fat (IMF) content is important for meat production and human health, where the host genetics and its microbiome greatly contribute to its variation. The aim of this study is to describe the consequences of the genetic modification of IMF by selecting the taxonomic composition of the microbiome, using rabbits from the 10th generation of a divergent selection experiment for IMF (high (H) and low (L) lines differ by 3.8 standard deviations). The selection altered the composition of the gut microbiota. Correlated responses were better distinguished at the genus level (51 genera) than at the phylum level (10 phyla). The H-line was enriched in Hungateiclostridium, Limosilactobacillus, Legionella, Lysinibacillus, Phorphyromonas, Methanosphaera, Desulfovibrio, and Akkermansia, while the L-line was enriched in Escherichia, Methanobrevibacter, Fonticella, Candidatus Amulumruptor, Methanobrevibacter, Exiguobacterium, Flintibacter, and Coprococcus, among other genera with smaller line differences. A microbial biomarker generated from the abundance of four of these genera classified the lines with 78% accuracy in a logit regression. Our results demonstrate different gut microbiome compositions in hosts with divergent IMF genotypes. Furthermore, we provide a microbial biomarker to be used as an indicator of hosts genetically predisposed to accumulate muscle lipids, which opens up the opportunity for research to develop probiotics or microbiome-based breeding strategies targeting IMF.
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  • 文章类型: Journal Article
    背景:基于肠道微生物群组成的个体差异的群体分层揭示了人类和各种动物物种中存在几种生态型,称为肠型。肠型通常与环境因素有关,包括饮食,但是关于宿主遗传学作用的知识仍然很少。此外,肠型具有可能与其宿主的不同能力和敏感性相关的功能。以前,我们证明了在受控条件下,60天大的猪种群始终分为两种肠型,其中Prevotella和Mitsuokella(PM肠型)或Ruminococus和密螺旋体(RT肠型)作为梯形分类群。这里,我们的目标是依靠猪作为模型来研究宿主遗传学对组装肠型的影响,并为肠型功能差异及其与生长性状的联系提供线索。
    结果:我们建立了两个猪品系,它们在60日龄时指定了每种肠型,并评估了它们在连续三代中的粪便微生物群组成和生长。对三代人的选择的反应显示,每行,所选肠型的患病率以及直接和间接选择的细菌属的平均相对丰度增加。发现PM肠型的多样性比RT肠型少,但在断奶后的仔猪生长效率更高。鸟枪宏基因组学揭示了两种肠型之间丰富的细菌种类。通过使用KEGGOrthology数据库,我们表明,与淀粉降解和多糖代谢相关的功能在PM肠型中富集,而与一般核苷转运和肽/镍转运相关的功能在RT肠型中富集。我们的结果还表明,PM和RT肠型在缬氨酸的代谢中可能存在差异,亮氨酸,和异亮氨酸,有利于它们的生物合成和降解,分别。
    结论:我们通过实验证明肠型是功能性生态系统,可以通过对宿主遗传学施加压力来整体选择。我们还强调,在育种计划中,应将全精子视为选择单位。这些结果为整体使用宿主遗传学铺平了道路,微生物群多样性,和肠型功能,以了解完整的塑造和适应。视频摘要。
    BACKGROUND: Population stratification based on interindividual variability in gut microbiota composition has revealed the existence of several ecotypes named enterotypes in humans and various animal species. Enterotypes are often associated with environmental factors including diet, but knowledge of the role of host genetics remains scarce. Moreover, enterotypes harbor functionalities likely associated with varying abilities and susceptibilities of their host. Previously, we showed that under controlled conditions, 60-day-old pig populations consistently split into two enterotypes with either Prevotella and Mitsuokella (PM enterotype) or Ruminococcus and Treponema (RT enterotype) as keystone taxa. Here, our aim was to rely on pig as a model to study the influence of host genetics to assemble enterotypes, and to provide clues on enterotype functional differences and their links with growth traits.
    RESULTS: We established two pig lines contrasted for abundances of the genera pairs specifying each enterotype at 60 days of age and assessed them for fecal microbiota composition and growth throughout three consecutive generations. Response to selection across three generations revealed, per line, an increase in the prevalence of the selected enterotype and in the average relative abundances of directly and indirectly selected bacterial genera. The PM enterotype was found less diverse than the RT enterotype but more efficient for piglet growth during the post-weaning period. Shotgun metagenomics revealed differentially abundant bacterial species between the two enterotypes. By using the KEGG Orthology database, we show that functions related to starch degradation and polysaccharide metabolism are enriched in the PM enterotype, whereas functions related to general nucleoside transport and peptide/nickel transport are enriched in the RT enterotype. Our results also suggest that the PM and RT enterotypes might differ in the metabolism of valine, leucin, and isoleucine, favoring their biosynthesis and degradation, respectively.
    CONCLUSIONS: We experimentally demonstrated that enterotypes are functional ecosystems that can be selected as a whole by exerting pressure on the host genetics. We also highlight that holobionts should be considered as units of selection in breeding programs. These results pave the way for a holistic use of host genetics, microbiota diversity, and enterotype functionalities to understand holobiont shaping and adaptation. Video Abstract.
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  • 文章类型: Journal Article
    心皮数(CN)是影响甜瓜果实大小和形状的重要性状,这在决定整体外观和市场价值方面起着至关重要的作用。CmCLAVATA3(CmCLV3)中独特的非同义单核苷酸多态性(SNP)负责C.melossp中CN的变异。agrestis(以下简称agrestis),但在C.melossp中还不清楚。melo(以下简称melo)。在这项研究中,使用大量分离分析(BSA-seq)鉴定了控制甜瓜中5-CN(多CN)和3-CN(正常CN)多态性的一个主要基因座。然后使用包含1451个后代的分离群体将该基因座精细定位到12号染色体上1.8Mb的间隔。CmCLV3仍然存在于候选区域中。CmCLV3的一个新的等位基因,其中包含五个其他核苷酸多态性,包括编码序列(CDS)中的非同义SNP,除了agrestis报道的SNP,在梅洛被确认。顺式-反式测试证实了候选基因,CmCLV3,有助于CNs在melo中的变异。qRT-PCR结果表明,CmCLV3在根茎中的表达水平在多CN植物和正常CN植物之间没有显着差异。总的来说,本研究为甜瓜果实发育研究和分子育种提供了遗传资源。此外,这表明melo经历了类似的遗传选择,但进化成了一个独立的等位基因。
    Carpel number (CN) is an important trait affecting the fruit size and shape of melon, which plays a crucial role in determining the overall appearance and market value. A unique non-synonymous single nucleotide polymorphism (SNP) in CmCLAVATA3 (CmCLV3) is responsible for the variation of CN in C. melo ssp. agrestis (hereafter agrestis), but it has been unclear in C. melo ssp. melo (hereafter melo). In this study, one major locus controlling the polymorphism of 5-CN (multi-CN) and 3-CN (normal-CN) in melo was identified using bulked segregant analysis (BSA-seq). This locus was then fine-mapped to an interval of 1.8 Mb on chromosome 12 using a segregating population containing 1451 progeny. CmCLV3 is still present in the candidate region. A new allele of CmCLV3, which contains five other nucleotide polymorphisms, including a non-synonymous SNP in coding sequence (CDS), except the SNP reported in agrestis, was identified in melo. A cis-trans test confirmed that the candidate gene, CmCLV3, contributes to the variation of CNs in melo. The qRT-PCR results indicate that there is no significant difference in the expression level of CmCLV3 in the apical stem between the multi-CN plants and the normal-CN plants. Overall, this study provides a genetic resource for melon fruit development research and molecular breeding. Additionally, it suggests that melo has undergone similar genetic selection but evolved into an independent allele.
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  • 文章类型: Journal Article
    白斑综合症病毒(WSSV)是全球对虾养殖中最具经济破坏性的病原体之一。养殖虾的感染可导致大量死亡率(高达100%)。虽然取得了进展,我们对WSSV的感染过程和病毒-宿主-环境相互作用的理解还很不完整。这反过来又阻碍了针对WSSV的有效缓解策略的开发。感染模型在试图阐明传染病过程以开发新的抗病毒治疗的研究流程中占据了关键的第一步。此外,由于连续虾细胞系的建立是一项正在进行的工作,开发和使用反映虾中宿主-病原体相互作用的标准化体内感染模型是必要的。这篇综述严格审查了体内WSSV感染模型开发的关键方面,这些方面经常被忽视,比如标准化,(后)幼虫质量,接种类型和接种程序的选择,住房条件,和虾福利的考虑。此外,将讨论实验感染模型对不同WSSV研究的有用性,目的是帮助研究人员选择适合其研究需求的模型。
    White spot syndrome virus (WSSV) is marked as one of the most economically devastating pathogens in shrimp aquaculture worldwide. Infection of cultured shrimp can lead to mass mortality (up to 100%). Although progress has been made, our understanding of WSSV\'s infection process and the virus-host-environment interaction is far from complete. This in turn hinders the development of effective mitigation strategies against WSSV. Infection models occupy a crucial first step in the research flow that tries to elucidate the infectious disease process to develop new antiviral treatments. Moreover, since the establishment of continuous shrimp cell lines is a work in progress, the development and use of standardized in vivo infection models that reflect the host-pathogen interaction in shrimp is a necessity. This review critically examines key aspects of in vivo WSSV infection model development that are often overlooked, such as standardization, (post)larval quality, inoculum type and choice of inoculation procedure, housing conditions, and shrimp welfare considerations. Furthermore, the usefulness of experimental infection models for different lines of WSSV research will be discussed with the aim to aid researchers when choosing a suitable model for their research needs.
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  • 文章类型: Journal Article
    随着我们更好地了解健康与生产潜力和动物福利的关系,对奶牛健康的兴趣持续增长。在过去的十年里,已努力将健康特征纳入国家遗传评估。然而,他们专注于成熟的牛,小腿健康在很大程度上被忽视了。腹泻和呼吸道疾病是与小腿健康有关的主要疾病。控制小牛疾病的常规方法包括将小牛从大坝和小牛单独分离。然而,公众对这些方法的关注,越来越多的证据表明这些方法可能会对小腿发育产生负面影响,这意味着乳制品行业可能会放弃这些做法。遗传选择可能是解决这些重大疾病问题的有希望的工具。在这次审查中,我们研究了通过遗传学增强小腿健康的现有文献,并讨论了通过使用流行病学建模方法改善小腿健康的替代方法。以及通过改善初乳质量间接选择改善小腿健康的潜力。腹泻观察量表的遗传力估计值为0.03至0.20,而呼吸道疾病,估计范围从0.02到0.24。这些范围的宽度是应该的,至少在某种程度上,疾病患病率的差异,人口结构,数据编辑和模型,以及数据收集实践,在比较文献价值时,都应该考虑到这一点。将流行病学理论纳入数量遗传学为更好地确定疾病性状的遗传变异水平提供了机会,因为它解释了同时代人之间的疾病传播。初乳的摄入是决定小牛是否发生呼吸道疾病或腹泻的主要因素。初乳性状具有连续测量和报告的优势,这消除了传统上与二元疾病特征相关的问题。总的来说,遗传选择改善小腿健康是可行的。然而,为了确保最大的响应,任何行业成员的第一步都应集中努力标准化记录实践,并鼓励通过群体管理软件将信息上传到基因评估中心,因为高质量的表型是任何成功育种计划的支柱。
    Interest in dairy cow health continues to grow as we better understand health\'s relationship with production potential and animal welfare. Over the past decade, efforts have been made to incorporate health traits into national genetic evaluations. However, they have focused on the mature cow, with calf health largely being neglected. Diarrhoea and respiratory disease comprise the main illnesses with regard to calf health. Conventional methods to control calf disease involve early separation of calves from the dam and housing calves individually. However, public concern regarding these methods, and growing evidence that these methods may negatively impact calf development, mean the dairy industry may move away from these practices. Genetic selection may be a promising tool to address these major disease issues. In this review, we examined current literature for enhancing calf health through genetics and discussed alternative approaches to improve calf health via the use of epidemiological modelling approaches, and the potential of indirectly selecting for improved calf health through improving colostrum quality. Heritability estimates on the observed scale for diarrhoea ranged from 0.03 to 0.20, while for respiratory disease, estimates ranged from 0.02 to 0.24. The breadth in these ranges is due, at least in part, to differences in disease prevalence, population structure, data editing and models, as well as data collection practices, which should be all considered when comparing literature values. Incorporation of epidemiological theory into quantitative genetics provides an opportunity to better determine the level of genetic variation in disease traits, as it accounts for disease transmission among contemporaries. Colostrum intake is a major determinant of whether a calf develops either respiratory disease or diarrhoea. Colostrum traits have the advantage of being measured and reported on a continuous scale, which removes the issues classically associated with binary disease traits. Overall, genetic selection for improved calf health is feasible. However, to ensure the maximum response, first steps by any industry members should focus efforts on standardising recording practices and encouragement of uploading information to genetic evaluation centres through herd management software, as high-quality phenotypes are the backbone of any successful breeding programme.
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  • 文章类型: Journal Article
    异源表达活性,大肠杆菌中的天然折叠蛋白在学术研究和生物技术环境中都至关重要。当在大肠杆菌中表达非天然重组蛋白时,获得可溶性和活性蛋白可能是具有挑战性的。许多技术可以用来提高蛋白质的溶解度,主要集中在改变表达张力上,质粒载体特征,生长条件,或蛋白质编码序列本身。然而,没有一个放之四海而皆准的方法来解决蛋白质溶解度问题,找到解决方案既需要时间又需要劳动力。另一种方法是使用分子伴侣的共表达来帮助增加蛋白质溶解度。通过设计一个基因系统,使蛋白质的溶解度与生存能力相关,对于任何给定的感兴趣的蛋白质,可以选择合适的蛋白质折叠因子。为此,我们开发了拆分抗生素选择(SAS),其中不溶性蛋白被插入到潮霉素B抗性蛋白的编码序列中,氨基糖苷7″-磷酸转移酶-Ia(APH(7″)),以产生三方融合。通过用APH(7″)创建这个三方融合,可以通过测量细胞的潮霉素B抗性水平来评估插入蛋白的溶解度。
    我们使用已知的蛋白质和共同伴侣对证明了该系统的功能,人类线粒体Hsp70ATP酶结构域(ATPase70)及其共同伴侣人类护送蛋白(Hep)。在APH(7\'\')内插入不溶性ATPase70使三联融合物不溶,并导致对潮霉素B的敏感性。通过辅助伴侣Hep的表达可以挽救抗生素耐药性,该伴侣Hep有助于折叠APH(7\'\')-ATPase70-APH(7\'\')三联融合物,并发现细胞中的抗潮霉素B融合物与总蛋白相关。最后,使用不同的伴侣图书馆,我们发现SAS可用于合并遗传选择中,以鉴定能够提高客户蛋白溶解度的伴侣.
    三方APH(7\'\')融合将插入的目的蛋白的体内溶解度与潮霉素B抗性联系起来。该构建体可以与伴侣文库结合使用以选择增加插入的蛋白质的溶解度的伴侣。该选择系统可以应用于多种客户蛋白,并且消除了单独测试伴侣-蛋白对以鉴定增加溶解度的那些的需要。
    UNASSIGNED: Heterologous expression of active, native-folded protein in Escherichia coli is critical in both academic research and biotechnology settings. When expressing non-native recombinant proteins in E. coli, obtaining soluble and active protein can be challenging. Numerous techniques can be used to enhance a proteins solubility, and largely focus on either altering the expression strain, plasmid vector features, growth conditions, or the protein coding sequence itself. However, there is no one-size-fits-all approach for addressing issues with protein solubility, and it can be both time and labor intensive to find a solution. An alternative approach is to use the co-expression of chaperones to assist with increasing protein solubility. By designing a genetic system where protein solubility is linked to viability, the appropriate protein folding factor can be selected for any given protein of interest. To this end, we developed a Split Antibiotic Selection (SAS) whereby an insoluble protein is inserted in-frame within the coding sequence of the hygromycin B resistance protein, aminoglycoside 7″-phosphotransferase-Ia (APH(7″)), to generate a tripartite fusion. By creating this tripartite fusion with APH(7″), the solubility of the inserted protein can be assessed by measuring the level of hygromycin B resistance of the cells.
    UNASSIGNED: We demonstrate the functionality of this system using a known protein and co-chaperone pair, the human mitochondrial Hsp70 ATPase domain (ATPase70) and its co-chaperone human escort protein (Hep). Insertion of the insoluble ATPase70 within APH(7\'\') renders the tripartite fusion insoluble and results in sensitivity to hygromycin B. Antibiotic resistance can be rescued by expression of the co-chaperone Hep which assists in the folding of the APH(7\'\')-ATPase70-APH(7\'\') tripartite fusion and find that cellular hygromycin B resistance correlates with the total soluble fusion protein. Finally, using a diverse chaperone library, we find that SAS can be used in a pooled genetic selection to identify chaperones capable of improving client protein solubility.
    UNASSIGNED: The tripartite APH(7\'\') fusion links the in vivo solubility of the inserted protein of interest to hygromycin B resistance. This construct can be used in conjunction with a chaperone library to select for chaperones that increase the solubility of the inserted protein. This selection system can be applied to a variety of client proteins and eliminates the need to individually test chaperone-protein pairs to identify those that increase solubility.
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  • 文章类型: Journal Article
    近几十年来,通过不断的育种努力,鸡的生长速度取得了显著进步。然而,这一进步也导致商业饲养鸡的繁殖力下降。因此,了解和改善影响生育率的因素以确保该行业的持续成功至关重要。这里,我们在2个纯种雌系中进行了3代选择实验,目的是增加生育能力(DF)的持续时间。生育力的持续时间是指母鸡保持能够生产受精卵的时间长度,是直接影响雏鸡产量的关键因素。结果表明,在产卵高峰期和产卵后期,胚胎存活率和生育力日均取得了显着的遗传进步。此外,经过3代选择性育种,在先祖种群中,在8d和5d授精间隔之间产卵的胚胎存活率和雏鸡健康率的差异显着减少。率从1.83%和2.39%下降到0.72%和0.33%,分别。令人惊讶的是,间隔为8d的母鸡的孵化性能与未经过DF遗传选择且间隔为5d的母鸡相当。我们进一步讨论了将母本的授精间隔延长至8d以进行商业实践的可能性。亲本群体在胚胎存活率和产卵健康雏鸡的百分比方面表现出显著的表现,比率超过94%和90%,分别。因此,通过DF的遗传选择可以推断延长授精间隔是可行的。这些发现将为遗传选择在增强DF中的功效及其在商业育种计划中的实际应用提供有价值的见解。
    The growth rate of chickens has made remarkable progress in recent decades through continuous breeding efforts. However, this advancement has also led to a decline in fertility among commercially bred chickens. Therefore, it is crucial to understand and improve factors that influence fertility to ensure the continued success of the industry. Here, we conduct a 3-generation selection experiment within 2 purebred female lines, with the aim of increasing the duration of fertility (DF). Duration of fertility refers to the length of time hens remain capable of producing fertilized eggs and is a crucial factor that directly impacts chick output. The results showed that significant genetic progress was achieved in embryo survival rates and the fertility duration day during both the peak and late laying periods. Moreover, after 3 generations of selective breeding, the disparities in embryo survival and chick health rates from setting eggs between 8-d and 5-d insemination intervals in the grandparent stock were significantly reduced. The rates decreased from 1.83% and 2.39 to 0.72% and 0.33%, respectively. Surprisingly, the hatching performances of hens with an 8-d interval were comparable to those hens that had not undergone genetic selection for DF and had a 5-d interval. We further discussed the possibility of extending the insemination interval to 8 d in parent stock for commercial practices. The parental populations exhibited remarkable performance in terms of percentages of embryo survival and healthy chicks from the setting eggs, with rates exceeding 94 and 90%, respectively. Thus, it can be inferred that an extended insemination interval is feasible by genetic selection for DF. These findings will provide valuable insights into the efficacy of genetic selection in enhancing DF and its practical application in commercial breeding programs.
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