fertilization

施肥
  • 文章类型: Journal Article
    背景:疟疾,全球健康问题,是由疟原虫属的寄生虫引起的,在摄入受感染的血粉后,蚊子的中肠发生配子。产生的雄配子和雌配子融合形成合子,分化为能动的Ookinete。穿过中肠上皮后,卵细胞分化为上皮基底侧的卵囊。
    方法:利用PlasmoDB研究了伯氏疟原虫从配子到卵囊阶段基因表达水平增加的膜蛋白,疟原虫的功能基因组数据库。基于这一分析,我们选择了184kDa的膜蛋白,Pb184,供进一步研究。免疫荧光染色进一步证实了Pb184的表达,随后,我们使用靶向Pb184的C末端区域和生物素标记的Pb184的C末端区域肽的抗体检查Pb184是否参与受精。
    结果:Pb184在雄性和雌性配子的表面上表达。该抗体在体外抑制合子和卵分裂体的形成。当蚊子以含有抗体的寄生虫感染血液为食时,饲喂后第二天卵囊形成减少。合成的生物素标记肽与Pb184的C末端区域相匹配,与雌配子和雄配子的残体结合,并在体外培养系统中抑制分化为卵细胞。
    结论:这些结果可能有助于进一步研究疟原虫的受精机制。它们也有可能成为预防疟疾传播的未来工具。
    BACKGROUND: Malaria, a global health concern, is caused by parasites of the Plasmodium genus, which undergo gametogenesis in the midgut of mosquitoes after ingestion of an infected blood meal. The resulting male and female gametes fuse to form a zygote, which differentiates into a motile ookinete. After traversing the midgut epithelium, the ookinete differentiates into an oocyst on the basal side of the epithelium.
    METHODS: Membrane proteins with increased gene expression levels from the gamete to oocyst stages in P. berghei were investigated utilizing PlasmoDB, the functional genomic database for Plasmodium spp. Based on this analysis, we selected the 184-kDa membrane protein, Pb184, for further study. The expression of Pb184 was further confirmed through immunofluorescence staining, following which we examined whether Pb184 is involved in fertilization using antibodies targeting the C-terminal region of Pb184 and biotin-labeled C-terminal region peptides of Pb184.
    RESULTS: Pb184 is expressed on the surface of male and female gametes. The antibody inhibited zygote and ookinete formation in vitro. When mosquitoes were fed on parasite-infected blood containing the antibody, oocyst formation decreased on the second day after feeding. Synthesized biotin-labeled peptides matching the C-terminal region of Pb184 bound to the female gamete and the residual body of male gametes, and inhibited differentiation into ookinetes in the in vitro culture system.
    CONCLUSIONS: These results may be useful for the further studying the fertilization mechanism of Plasmodium protozoa. There is also the potential for their application as future tools to prevent malaria transmission.
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  • 文章类型: Journal Article
    小麦的复杂进化史塑造了其相关的根微生物群落。然而,对农业集约化影响的考虑是有限的。这项研究调查了内源性(基因组多倍体化)和外源(引入化学肥料)因素形成了有益的根瘤菌选择。我们结合培养无关和依赖的方法,从一系列祖先和现代小麦基因型中分析根际细菌群落组成及其在根-土壤界面的相关功能,在添加和不添加化肥的情况下生长。在受控的盆栽实验中,施肥和土壤隔室(根际,根际平面)是影响根际细菌群落组成的主要因素,而小麦基因组从二倍体到异源多倍体的扩展导致了下一个最大的变异。对植物生长促进(PGP)性状进行测试的根际平面衍生的可培养细菌集合表明,施肥降低了异源多倍体小麦中推定的植物生长促进根际细菌(PGPR)的丰度,但在野生小麦祖细胞中却没有。这些分离株的分类学分类表明,这些差异很大程度上是由于对代表异源多倍体小麦中类杆菌门的有益根部细菌的选择减少所致。此外,与二倍体野生小麦相比,六倍体小麦中支持的有益细菌种群的复杂性大大降低。因此,我们建议选择具有PGP功能的根相关细菌属可能会受到作物驯化的影响,这是一个潜在的关键发现,可以指导未来的植物育种计划,以改善不断变化的环境中的作物生产系统。
    The complex evolutionary history of wheat has shaped its associated root microbial community. However, consideration of impacts from agricultural intensification have been limited. This study investigated how endogenous (genome polyploidization), and exogenous (introduction of chemical fertilizers) factors have shaped beneficial rhizobacterial selection. We combined culture -independent and -dependent methods to analyze rhizobacterial community composition and its associated functions at the root-soil interface from a range of ancestral and modern wheat genotypes, grown with and without the addition of chemical fertilizer. In controlled pot experiments, fertilization and soil compartment (rhizosphere, rhizoplane) were the dominant factors shaping rhizobacterial community composition, whereas the expansion of the wheat genome from diploid to allopolyploid caused the next greatest variation. Rhizoplane-derived culturable bacterial collections tested for plant growth-promoting (PGP) traits revealed that fertilization reduced the abundance of putative plant growth-promoting rhizobacteria (PGPR) in allopolyploid wheats but not in wild wheat progenitors. Taxonomic classification of these isolates showed that these differences were largely driven by reduced selection of beneficial root bacteria representative of the Bacteroidota phylum in allopolyploid wheats. Furthermore, the complexity of supported beneficial bacterial populations in hexaploid wheats was greatly reduced in comparison to diploid wild wheats. We therefore propose that the selection of root-associated bacterial genera with PGP functions may be impaired by crop domestication in a fertilizer-dependent manner, a potentially crucial finding to direct future plant breeding programs to improve crop production systems in a changing environment.
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  • 文章类型: Journal Article
    众所周知,性选择在昆虫精子大小的进化中起着重要作用,而自然选择被认为是昆虫卵大小的主要驱动因素。尽管有这些不同的选择操作形式,由于受精过程中的重要相互作用,雄性和雌性配子之间可能会发生共同进化。我们测试了昆虫中的卵-精子协同进化,发现更长的精子与更长和更宽的卵子相关。此外,精子进入昆虫卵的入口点的大小(微孔),与精子直径呈正相关,平均大约是精子直径的三倍。这表明了减少和引导精子进入的功能,但仍有可能为运动留出空间。我们的工作表明,在受精之前需要更多地关注卵子-精子的相互作用,因为它们可能会影响配子的进化。
    Sexual selection is known to play a major role in the evolution of insect sperm size, whereas natural selection is thought to be a major driver of insect egg size. Despite these differing forms of selection operating, it is possible coevolution between male and female gametes can occur owing to their vital interactions during fertilization. We tested egg-sperm coevolution in insects and found that longer sperm correlated to longer and wider eggs. Moreover, the size of the entry point of sperm into insect eggs (micropyles), was positively related to the diameter of sperm, on average being approximately three times the diameter of the sperm. This suggests a function in reducing and channelling sperm entry, but potentially still leaving space for movement. Our work suggests that greater attention needs to be paid to egg-sperm interactions prior to the point of fertilization as they may influence the evolution of gametes.
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  • 文章类型: Journal Article
    线粒体是母系遗传的,但是受精后父系线粒体消除的潜在机制远不清楚。用果蝇,我们表明,特殊的卵源多囊体囊泡通过激活LC3相关的吞噬作用样途径促进父系线粒体消除,通常用于抵抗入侵微生物的细胞防御途径。受精后,这些卵子来源的囊泡在精子鞭毛周围形成延伸的囊泡鞘,促进精子线粒体衍生物和质膜的降解。LC3相关吞噬级联事件,包括将基于Rubicon的III类PI(3)K复合物招募到鞭毛囊状鞘中,它的激活,以及随之而来的Atg8/LC3的募集,都是父系线粒体消除所必需的。最后,溶酶体与鞭毛囊泡鞘衍生的大囊泡融合,并含有父系线粒体衍生物的降解片段。鉴于报告显示,在一些哺乳动物中,父系线粒体也装饰有Atg8/LC3,受精后被多泡体包围,我们的研究结果表明,在其他有鞭毛的精子产生生物体中,类似的通路也介导父系线粒体的消除.
    Mitochondria are maternally inherited, but the mechanisms underlying paternal mitochondrial elimination after fertilization are far less clear. Using Drosophila, we show that special egg-derived multivesicular body vesicles promote paternal mitochondrial elimination by activating an LC3-associated phagocytosis-like pathway, a cellular defense pathway commonly employed against invading microbes. Upon fertilization, these egg-derived vesicles form extended vesicular sheaths around the sperm flagellum, promoting degradation of the sperm mitochondrial derivative and plasma membrane. LC3-associated phagocytosis cascade of events, including recruitment of a Rubicon-based class III PI(3)K complex to the flagellum vesicular sheaths, its activation, and consequent recruitment of Atg8/LC3, are all required for paternal mitochondrial elimination. Finally, lysosomes fuse with strings of large vesicles derived from the flagellum vesicular sheaths and contain degrading fragments of the paternal mitochondrial derivative. Given reports showing that in some mammals, the paternal mitochondria are also decorated with Atg8/LC3 and surrounded by multivesicular bodies upon fertilization, our findings suggest that a similar pathway also mediates paternal mitochondrial elimination in other flagellated sperm-producing organisms.
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  • 文章类型: Journal Article
    背景:褪黑激素是松果体产生的一种激素,具有抗氧化特性。
    目的:本研究旨在通过系统评价和荟萃分析评估褪黑素对辅助生殖技术的影响。
    方法:在过去15年中,PubMed和其他数据库中使用了搜索策略。经过资格筛选,选取17篇文章进行系统评价。对于荟萃分析统计,组成了两个小组,治疗组(使用褪黑素)和对照组(不使用褪黑素)的各种辅助生殖结局。
    结果:主要结果是临床妊娠结局无统计学差异(p=0.64)。但对于成熟卵母细胞(MII)有统计学差异(p=0.001),窦卵泡计数(p=0.0002),和受精率(p≤0.0001)。
    结论:褪黑素具有改善受精率等有益作用,尽管作者没有获得临床妊娠率的意义。
    Melatonin is a hormone produced by the pineal gland and it has antioxidant properties.
    This study aimed to evaluate the effects of melatonin on assisted reproductive technologies through a systematic review and a meta-analysis.
    Search strategies were used in PubMed and in other databases covering the last 15 years. After screening for eligibility, 17 articles were selected for the systematic review. For the meta-analysis statistics, two groups were formed, the treatment group (with melatonin) and the control group (without melatonin) for various assisted reproduction outcomes.
    The main results were that no statistical differences were found concerning the clinical pregnancy outcome (p = 0.64), but there was a statistical difference with respect to Mature Oocytes (MII) (p = 0.001), antral follicle count (p = 0.0002), and the fertilization rate (p ≤ 0.0001).
    Melatonin had beneficial effects such as the improvement in the fertilization rate, although the authors did not obtain significance in the clinical pregnancy rate.
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  • 文章类型: Journal Article
    背景:在体外受精(IVF)领域,人工智能(AI)模型是临床医生的宝贵工具,提供对卵巢刺激结果的预测性见解。预测和了解患者对卵巢刺激的反应有助于个性化药物剂量,预防不良后果(例如,过度刺激),并提高成功受精和怀孕的可能性。鉴于准确预测在IVF程序中的关键作用,研究用于预测卵巢刺激结果的AI模型的前景变得很重要。
    目的:本综述的目的是全面审查文献,以探索在IVF背景下用于预测卵巢刺激结果的AI模型的特征。
    方法:总共搜索了6个电子数据库,以查找2023年8月之前发表的同行评审文献,使用IVF和AI的概念,以及他们的相关术语。记录由2名评审员根据资格标准独立筛选。然后将提取的数据合并并通过叙事综合呈现。
    结果:在查看1348篇文章时,30符合预定的纳入标准。文献主要集中在作为主要预测结果的卵母细胞的数量上。显微镜图像是主要的地面实况参考。审查的研究还强调,最常用的刺激方案是促性腺激素释放激素(GnRH)拮抗剂。在使用触发药物方面,人绒毛膜促性腺激素(hCG)是最常见的选择。在机器学习技术中,最受欢迎的选择是支持向量机。至于AI算法的验证,坚持交叉验证方法是最普遍的.曲线下的面积被突出显示为主要评估度量。文献显示,用于AI算法开发的特征数量存在很大差异,范围从2到28,054个功能。数据主要来自患者的人口统计,其次是实验室数据,特别是荷尔蒙水平。值得注意的是,绝大多数研究仅限于一家不孕症诊所,并且完全依赖于非公开数据集.
    结论:这些见解强调迫切需要使数据源多样化,并探索各种AI技术,以提高AI模型的预测准确性和普适性,从而预测卵巢刺激结局。未来的研究应该优先考虑多诊所合作,并考虑利用公共数据集,旨在实现更精确的AI驱动预测,最终提高患者护理和IVF成功率。
    BACKGROUND: In the realm of in vitro fertilization (IVF), artificial intelligence (AI) models serve as invaluable tools for clinicians, offering predictive insights into ovarian stimulation outcomes. Predicting and understanding a patient\'s response to ovarian stimulation can help in personalizing doses of drugs, preventing adverse outcomes (eg, hyperstimulation), and improving the likelihood of successful fertilization and pregnancy. Given the pivotal role of accurate predictions in IVF procedures, it becomes important to investigate the landscape of AI models that are being used to predict the outcomes of ovarian stimulation.
    OBJECTIVE: The objective of this review is to comprehensively examine the literature to explore the characteristics of AI models used for predicting ovarian stimulation outcomes in the context of IVF.
    METHODS: A total of 6 electronic databases were searched for peer-reviewed literature published before August 2023, using the concepts of IVF and AI, along with their related terms. Records were independently screened by 2 reviewers against the eligibility criteria. The extracted data were then consolidated and presented through narrative synthesis.
    RESULTS: Upon reviewing 1348 articles, 30 met the predetermined inclusion criteria. The literature primarily focused on the number of oocytes retrieved as the main predicted outcome. Microscopy images stood out as the primary ground truth reference. The reviewed studies also highlighted that the most frequently adopted stimulation protocol was the gonadotropin-releasing hormone (GnRH) antagonist. In terms of using trigger medication, human chorionic gonadotropin (hCG) was the most commonly selected option. Among the machine learning techniques, the favored choice was the support vector machine. As for the validation of AI algorithms, the hold-out cross-validation method was the most prevalent. The area under the curve was highlighted as the primary evaluation metric. The literature exhibited a wide variation in the number of features used for AI algorithm development, ranging from 2 to 28,054 features. Data were mostly sourced from patient demographics, followed by laboratory data, specifically hormonal levels. Notably, the vast majority of studies were restricted to a single infertility clinic and exclusively relied on nonpublic data sets.
    CONCLUSIONS: These insights highlight an urgent need to diversify data sources and explore varied AI techniques for improved prediction accuracy and generalizability of AI models for the prediction of ovarian stimulation outcomes. Future research should prioritize multiclinic collaborations and consider leveraging public data sets, aiming for more precise AI-driven predictions that ultimately boost patient care and IVF success rates.
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  • 文章类型: Journal Article
    农业草原在保护欧洲文化景观的生物多样性方面发挥着重要作用。两者,凋落物覆盖和土壤养分利用率,随着草地管理的变化,但是,尚未充分研究多种草地物种的幼苗招募和生长如何受到其单一或综合作用的影响。因此,我们研究了氮肥(每年100kgN和ha)和凋落物覆盖(每平方米250gdw)对75种温带草地物种(16个类线虫物种,51个forb物种,8种豆科植物)在全因子微观实验中。总的来说,肥料减少了幼苗出苗,而即使与施肥相结合,凋落物的覆盖率也会增加。施肥增加了幼苗高度和生物量,肥料和凋落物的结合产生了更强的反应。仅凋落物覆盖不会影响幼苗生物量或幼苗高度。虽然不同功能组的治疗效果总体方向相似,它们的强项大多比非豆类和豆类弱。在大种子物种中,凋落物对幼苗出苗的积极影响更强。小种子物种对幼苗生长的积极施肥作用更强,而它们的幼苗生物量受到凋落物覆盖的负面影响。总之,我们的结果表明,对于多个草地物种,凋落物覆盖和施肥的组合调节了它们的单一效应。代表不同功能群和种子大小的草地物种对幼苗出苗和生长对凋落物覆盖和氮肥的敏感性不同,这表明土地利用变化对草地多样性和组成的影响已经开始显现在植物生命周期的最早阶段。
    Agricultural grasslands play an important role in conserving the biodiversity of the European cultural landscape. Both, litter cover and soil nutrient availability, change with grassland management, but it is not well-studied how seedling recruitment and growth of multiple grassland species are influenced by their single or combined effects. Therefore, we studied the effects of nitrogen fertilization (100 kg N per year and ha) and litter cover (250 gdw per m2) on seedling recruitment and growth of 75 temperate grassland species (16 graminoid species, 51 forb species, 8 legume species) in a full factorial microcosm experiment. Overall, fertilizer reduced seedling emergence, while litter cover increased it even when combined with fertilization. Fertilization increased seedling height and biomass, and the combination of fertilizer and litter resulted in even stronger responses. Litter cover alone did not influence seedling biomass or seedling height. While the overall direction of treatment effects was similar across functional groups, their strengths were mostly weaker in graminoids than in non-legume forbs and legumes. Positive litter effects on seedling emergence were stronger in large-seeded species. Positive fertilization effects on seedling growth were stronger in small-seeded species, while their seedling biomass was negatively affected by litter cover. In summary, our results show for multiple grassland species that the combination of litter cover and fertilization modulates their single effects. The varying sensitivity of how grassland species representing different functional groups and seed sizes respond with their seedling emergence and growth to litter cover and nitrogen fertilization indicates that the consequences of land-use change on grassland diversity and composition already start to manifest in the earliest stages of the plant life cycle.
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  • 文章类型: Journal Article
    背景:据报道,女性受孕延迟和不孕症的经历。然而,交叉性的概念很少在不孕症的研究中使用,这在低收入和中等收入国家的研究中尤为罕见。
    目标:在德里的中低收入社区中,受孕延迟的妇女的生活经历是什么?
    方法:这是一项定性研究(n=35),招募了经过18个月的定期无保护性交后未能怀孕的女性。数据收集时间为2021年2月至7月。数据是通过德里低收入至中等收入社区的焦点小组讨论收集的,印度。分析确定了与不平等相交轴有关的主题。
    结果:结果表明,性别与经济学有关,阳刚之气,父权制规范和阶级影响女性的经历。性别的交集,经济学和父权制规范损害了妇女作为家庭收入积极产生者的机构,父系居住加剧了这种动态。此外,男子气概助长了对女性的污名化和指责,由于不准确的看法,男人没有促成一对夫妇的不孕症。医疗环境中性别和社会阶层的交叉为女性获取医疗信息造成了障碍。
    结论:这项研究的结果提供了各种不平等轴的代表性例子,这些轴塑造了研究环境中女性的经历。尽管这些发现可能无法适用于所有受孕延迟的女性,他们强调需要提高对不孕症的认识和教育,以及需要确保有需要的夫妇获得生育护理。
    BACKGROUND: Experiences of delayed conception and infertility have been reported among women. However, the concept of intersectionality is rarely utilised in studies of infertility, and it is particularly uncommon in research from low- and middle- income countries.
    OBJECTIVE: What are the lived experiences of women with delayed conception in low to -middle income neighbourhoods of Delhi, India?
    METHODS: This was a qualitative study (n = 35) that recruited women who had failed to conceive after 18 months of regular unprotected sexual intercourse. Data were collected between February and July 2021. Data were collected through focus group discussions in low income to middle income neighbourhoods of Delhi, India. Analysis identified themes related to intersecting axes of inequality.
    RESULTS: The results showed that gender intersected with economics, masculinity, patriarchal norms and class to influence the experiences of women. The intersection of gender, economics and patriarchal norms compromised women\'s agency to be active generators of family income, and this dynamic was exacerbated by patrilocal residence. In addition, masculinity contributed to stigmatisation and blaming of women, due to the inaccurate perception that men did not contribute to a couple\'s infertility. The intersection of gender and social class in medical settings created barriers to women\'s access to medical information.
    CONCLUSIONS: Findings from this study provide representative examples of the variety of axes of inequality that shape women\'s experiences in the study setting. Although these findings may not be generalisable to all women who are experiencing delayed conception, they highlight a need for improved awareness and education on infertility, as well as a need to ensure the availability and accessibility of fertility care for couples in need.
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  • 文章类型: Journal Article
    排卵后衰老是排卵卵母细胞的时间依赖性退化,是降低后代适应性的主要限制因素。该过程可能导致卵母细胞凋亡等细胞死亡途径的激活。
    我们评估了卵母细胞膜的完整性,卵发育能力,RT-qPCR检测凋亡相关基因的mRNA丰度。来自斑马鱼Daniorerio的卵母细胞在体内在28.5°C下保留24小时排卵后(HPO)。使用锥虫蓝(TB)染色评估活力。体内卵母细胞衰老对后代发育能力的影响由受精后24小时的胚胎存活决定,孵化,和幼虫畸形率。
    受精,卵母细胞活力,0HPO时的孵化率分别为91%、97%和65%,4HPO时分别降至62%、90%和22%,分别。在8HPO时,施肥能力降低到2%,而72%的卵母细胞仍有完整的质膜。在凋亡基因bcl-2(b细胞淋巴瘤2)中,bada(bcl2相关的细胞死亡激动剂a),组织蛋白酶D,组织蛋白酶Z,caspase6a,caspase7,caspase8,caspase9,apaf1,tp53(肿瘤蛋白p53),研究了cdk1(细胞周期蛋白依赖性激酶1),在24HPO时,抗凋亡bcl-2的mRNA丰度降低,促凋亡组织蛋白酶D增加。此外,与0HPO相比,tp53和cdk1mRNA转录本在24HPO降低。
    因此,TB染色未检测到衰老引起的卵母细胞能力丧失。TB染色,然而,可作为评价斑马鱼卵母细胞受精前质量的一种简便、快速的方法。一起来看,我们的结果表明斑马鱼卵母细胞衰老晚期细胞死亡途径的激活。
    UNASSIGNED: Post-ovulatory aging is a time-dependent deterioration of ovulated oocytes and a major limiting factor reducing the fitness of offspring. This process may lead to the activation of cell death pathways like apoptosis in oocytes.
    UNASSIGNED: We evaluated oocyte membrane integrity, egg developmental competency, and mRNA abundance of apoptosis-related genes by RT-qPCR. Oocytes from zebrafish Danio rerio were retained in vivo at 28.5°C for 24 h post-ovulation (HPO). Viability was assessed using trypan blue (TB) staining. The consequences of in vivo oocyte aging on the developmental competence of progeny were determined by the embryo survival at 24 h post fertilization, hatching, and larval malformation rates.
    UNASSIGNED: The fertilization, oocyte viability, and hatching rates were 91, 97, and 65% at 0 HPO and dropped to 62, 90, and 22% at 4 HPO, respectively. The fertilizing ability was reduced to 2% at 8 HPO, while 72% of oocytes had still intact plasma membranes. Among the apoptotic genes bcl-2 (b-cell lymphoma 2), bada (bcl2-associated agonist of cell death a), cathepsin D, cathepsin Z, caspase 6a, caspase 7, caspase 8, caspase 9, apaf1, tp53 (tumor protein p53), cdk1 (cyclin-dependent kinase 1) studied, mRNA abundance of anti-apoptotic bcl-2 decreased and pro-apoptotic cathepsin D increased at 24 HPO. Furthermore, tp53 and cdk1 mRNA transcripts decreased at 24 HPO compared to 0 HPO.
    UNASSIGNED: Thus, TB staining did not detect the loss of oocyte competency if caused by aging. TB staining, however, could be used as a simple and rapid method to evaluate the quality of zebrafish oocytes before fertilization. Taken together, our results indicate the activation of cell death pathways in the advanced stages of oocyte aging in zebrafish.
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  • 文章类型: Journal Article
    我们从牛奶性状预测了奶牛的能量平衡,并估计了前三个泌乳的预测能量平衡(PEB)与生育力性状的遗传相关性。数据包括2015年至2019年日本576,555头荷斯坦奶牛的9,646,606个测试日记录。使用多性状模型估算遗传参数,在该模型中,泌乳期和奇偶校验之间的记录被视为单独的性状。生育特征是第一次授精(CR)时的受胎率,授精次数(NI),和天开放(DO)。PEB的遗传力估计为0.28-0.35(首次泌乳),0.15-0.29(秒),和0.09-0.23(第三)。估计泌乳阶段之间的遗传相关性为0.85-1.00(第一次泌乳),0.73-1.00(秒),和0.64-1.00(第三)。奇偶校验之间的估计遗传相关性为0.82-0.96(第一和第二),0.97-0.99(第二和第三),和0.69-0.92(第一和第三)。对于CR,泌乳早期PEB与生育力的遗传相关性估计为0.04至0.19,对于NI,-0.03至-0.19,DO为-0.01至-0.24。PEB的遗传改进是可能的。泌乳早期较低的PEB与生育能力较差有关,提示在泌乳早期改善PEB可能提高生殖性能。
    We predicted the energy balance of cows from milk traits and estimated the genetic correlations of predicted energy balance (PEB) with fertility traits for the first three lactations. Data included 9,646,606 test-day records of 576,555 Holstein cows in Japan from 2015 to 2019. Genetic parameters were estimated with a multiple-trait model in which the records among lactation stages and parities were treated as separate traits. Fertility traits were conception rate at first insemination (CR), number of inseminations (NI), and days open (DO). Heritability estimates of PEB were 0.28-0.35 (first lactation), 0.15-0.29 (second), and 0.09-0.23 (third). Estimated genetic correlations among lactation stages were 0.85-1.00 (first lactation), 0.73-1.00 (second), and 0.64-1.00 (third). Estimated genetic correlations among parities were 0.82-0.96 (between first and second), 0.97-0.99 (second and third), and 0.69-0.92 (first and third). Estimated genetic correlations of PEB in early lactation with fertility were 0.04 to 0.19 for CR, -0.03 to -0.19 for NI, and -0.01 to -0.24 for DO. Genetic improvement of PEB is possible. Lower PEB in early lactation was associated with worse fertility, suggesting that improving PEB in early lactation may improve reproductive performance.
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