Gene Pool

基因库
  • 文章类型: Journal Article
    背景:这项研究探索了诱变的功效,特别是使用叠氮化钠(SA)和水合肼(HZ)处理,在三种小麦(TriticumaestivumL.)基因型中引入遗传多样性并增强性状。实验需要对种子进行不同剂量的SA和HZ,并在田间连续两代培养它们:M1(第一代)和M2(第二代)。然后,我们采用具有起始密码子靶向(SCoT)标记的选择性育种技术来选择小麦基因库中的性状。此外,SCoT标记与特定农艺性状之间的相关性提供了对小麦诱变诱导变化的遗传机制的见解。
    结果:在研究中,11种基因型来源于亲本品种Sids1、Sids12和Giza168,从M1代中筛选出8种突变基因型,并进一步培养建立M2代。结果表明,各种形态和农艺特征,如植物高度,每株植物的穗,穗长,每穗小穗,每小穗粒数,和100粒的重量,显示从M1到M2的不同基因型增加。SCoT标记用于评估11种基因型之间的遗传多样性。生物信息学分析确定了SCoT标记与转录因子ABI3(ABI3)和VIVIPAROUS1(VP1)之间的相关性,对植物发育至关重要,增长,和压力适应。对遗传距离的全面检查和基因相关SCoT标记的功能鉴定可能为SA和HZ充当诱变剂的机制提供有价值的见解。提高小麦农艺品质。
    结论:本研究证明了SA和HZ处理通过诱变在小麦基因库中诱导基因多样性的有效利用,导致农艺性状的增强,正如SCoT标记所揭示的。形态学和农艺特性的显着改善凸显了诱变技术对作物改良的潜力。这些发现为育种者制定有效的育种计划提供了有价值的信息,以通过增加遗传多样性来提高小麦的质量和恢复力。
    BACKGROUND: This research explores the efficacy of mutagenesis, specifically using sodium azide (SA) and hydrazine hydrate (HZ) treatments, to introduce genetic diversity and enhance traits in three wheat (Triticum aestivum L.) genotypes. The experiment entails subjecting the seeds to different doses of SA and HZ and cultivating them in the field for two consecutive generations: M1 (first generation) and M2 (second generation). We then employed selective breeding techniques with Start Codon Targeted (SCoT) markers to select traits within the wheat gene pool. Also, the correlation between SCoT markers and specific agronomic traits provides insights into the genetic mechanisms underlying mutagenesis-induced changes in wheat.
    RESULTS: In the study, eleven genotypes were derived from parent varieties Sids1, Sids12, and Giza 168, and eight mutant genotypes were selected from the M1 generation and further cultivated to establish the M2 generation. The results revealed that various morphological and agronomical characteristics, such as plant height, spikes per plant, spike length, spikelet per spike, grains per spikelet, and 100-grain weight, showed increases in different genotypes from M1 to M2. SCoT markers were employed to assess genetic diversity among the eleven genotypes. The bioinformatics analysis identified a correlation between SCoT markers and the transcription factors ABSCISIC ACID INSENSITIVE3 (ABI3) and VIVIPAROUS1 (VP1), crucial for plant development, growth, and stress adaptation. A comprehensive examination of genetic distance and the function identification of gene-associated SCoT markers may provide valuable insights into the mechanisms by which SA and HZ act as mutagens, enhancing wheat agronomic qualities.
    CONCLUSIONS: This study demonstrates the effective use of SA and HZ treatments to induce gene diversity through mutagenesis in the wheat gene pool, resulting in the enhancement of agronomic traits, as revealed by SCoT markers. The significant improvements in morphological and agronomical characteristics highlight the potential of mutagenesis techniques for crop improvement. These findings offer valuable information for breeders to develop effective breeding programs to enhance wheat quality and resilience through increased genetic diversity.
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  • 文章类型: Journal Article
    由于其动荡的人口历史,以欧亚大陆不同地区的广泛定居和基因流动为标志,东南欧(参见)一直是东西方之间的遗传十字路口,也是重塑欧洲人口的移民的交汇处。看,包括现代克罗地亚领土,是来自近东甚至更遥远地区和该地区人口的重要通道,几乎任何其他欧洲人口都代表着一种非凡的遗传混合物。自从上旧石器时代以来,现代人类一直在占领这个地区,不同的(前)历史事件在该地区的历史叙事上留下了独特的遗传特征。在过去的几十年中,从Y染色体研究中获得的非凡数据使我们对其历史的看法得到了极大的更新。最近,国际研究界,将遗传学家和考古学家聚集在一起,从这个地区稳定地释放了越来越多的古代基因组,揭示了其复杂的过去人口动态,并塑造了克罗地亚和欧洲这一地区的基因库。
    Due to its turbulent demographic history, marked by extensive settlement and gene flow from diverse regions of Eurasia, Southeastern Europe (SEE) has consistently served as a genetic crossroads between East and West and a junction for the migrations that reshaped Europe\'s population. SEE, including modern Croatian territory, was a crucial passage from the Near East and even more distant regions and human populations in this region, as almost any other European population represents a remarkable genetic mixture. Modern humans have continuously occupied this region since the Upper Paleolithic era, and different (pre)historical events have left a distinctive genetic signature on the historical narrative of this region. Our views of its history have been mostly renewed in the last few decades by extraordinary data obtained from Y-chromosome studies. In recent times, the international research community, bringing together geneticists and archaeologists, has steadily released a growing number of ancient genomes from this region, shedding more light on its complex past population dynamics and shaping the genetic pool in Croatia and this part of Europe.
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  • 文章类型: Journal Article
    目的:NF2相关神经鞘瘤病(NF2)的新诊断标准于2022年发布。根据这些生成了最新的英国患病率,强调从头NF2的发生率(遗传咨询中广泛引用了50%的频率)。还评估了从头和家族性NF2病例中变异类型的分布。
    方法:英国国家NF2数据库从英格兰专业服务机构高度确定的人群中识别出符合更新NF2标准的患者。诊断患病率于2023年2月1日进行评估。血液和分子分析,在可能的情况下,进行了NF2,LZTR1和SMARCB1的肿瘤标本。
    结果:在发病当天确定了1084例NF2患者(相当于1/61332)。在英格兰,从受影响的父母那里继承的NF2的比例仅为23%。如果没有确诊的分子诊断或双侧前庭神经鞘瘤被排除在外,从头NF2的频率仍然很高(72%)。在确认的从头病例中,几乎一半是马赛克。最常见的变体类型是无义变体,占173/697(24.8%)具有既定变体的人,但只有18/235(7.7%)具有遗传的NF2致病变异(p<0.0001)。错义变异的家族关联比例最高(56%)。LZTR1相关神经鞘瘤病和SMARCB1相关神经鞘瘤病的患病率分别为527000中的1和1.1M中的1,分别,比NF2低8.4-18.4倍。
    结论:这项工作证实了novoNF2的发生率比以前报道的高得多,并强调了维护患者数据库以进行准确咨询的好处。
    OBJECTIVE: New diagnostic criteria for NF2-related schwannomatosis (NF2) were published in 2022. An updated UK prevalence was generated in accordance with these, with an emphasis on the rate of de novo NF2 (a 50% frequency is widely quoted in genetic counselling). The distribution of variant types among de novo and familial NF2 cases was also assessed.
    METHODS: The UK National NF2 database identifies patients meeting updated NF2 criteria from a highly ascertained population cared for by England\'s specialised service. Diagnostic prevalence was assessed on 1 February 2023. Molecular analysis of blood and, where possible, tumour specimens for NF2, LZTR1 and SMARCB1 was performed.
    RESULTS: 1084 living NF2 patients were identified on prevalence day (equivalent to 1 in 61 332). The proportion with NF2 inherited from an affected parent was only 23% in England. If people without a confirmed molecular diagnosis or bilateral vestibular schwannoma are excluded, the frequency of de novo NF2 remains high (72%). Of the identified de novo cases, almost half were mosaic. The most common variant type was nonsense variants, accounting for 173/697 (24.8%) of people with an established variant, but only 18/235 (7.7%) with an inherited NF2 pathogenic variant (p<0.0001). Missense variants had the highest proportion of familial association (56%). The prevalence of LZTR1-related schwannomatosis and SMARCB1-related schwannomatosis was 1 in 527 000 and 1 in 1.1M, respectively, 8.4-18.4 times lower than NF2.
    CONCLUSIONS: This work confirms a much higher rate of de novo NF2 than previously reported and highlights the benefits of maintaining patient databases for accurate counselling.
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  • 文章类型: Journal Article
    驯化综合征,选择压力,和现代植物育种计划降低了小麦种质的遗传多样性。为了使育种计划的遗传收益可持续,植物育种者需要不同的基因库来选择抗生物胁迫因子的基因,对非生物胁迫因素的耐受性,以及改进的质量和产量组件。因此,古老的地方,亚种和野生祖先是尚未被充分利用的遗传多样性的丰富来源,并且可以利用这种多样性。与硬粒小麦相比,尽管遗传漂移和各种环境影响,四倍体小麦亚种仍保留了更大的遗传多样性,这种多样性的鉴定和利用可以为小麦的遗传富集做出更大的贡献。此外,使用前繁殖方法,小麦基因库中有价值的遗留等位基因可以通过杂交和基因渗入来重新引入,从而为小麦的遗传增益创造可持续的机会。这篇综述提供了一些关于四倍体小麦在植物育种中的潜力以及它们在过去几十年中在植物育种中获得的遗传收益的见解。并收集有关基因/QTL的已知功能信息,代谢物,性状及其直接参与小麦对生物/非生物胁迫的抗性/耐受性。
    Domestication syndrome, selection pressure, and modern plant breeding programs have reduced the genetic diversity of the wheat germplasm. For the genetic gains of breeding programs to be sustainable, plant breeders require a diverse gene pool to select genes for resistance to biotic stress factors, tolerance to abiotic stress factors, and improved quality and yield components. Thus, old landraces, subspecies and wild ancestors are rich sources of genetic diversity that have not yet been fully exploited, and it is possible to utilize this diversity. Compared with durum wheat, tetraploid wheat subspecies have retained much greater genetic diversity despite genetic drift and various environmental influences, and the identification and utilization of this diversity can make a greater contribution to the genetic enrichment of wheat. In addition, using the pre-breeding method, the valuable left-behind alleles in the wheat gene pool can be re-introduced through hybridization and introgressive gene flow to create a sustainable opportunity for the genetic gain of wheat. This review provides some insights about the potential of tetraploid wheats in plant breeding and the genetic gains made by them in plant breeding across past decades, and gathers the known functional information on genes/QTLs, metabolites, traits and their direct involvement in wheat resistance/tolerance to biotic/abiotic stresses.
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  • 文章类型: Journal Article
    普通豆的驯化过程产生了六个不同的种族,它们来自两个祖先的遗传库,中美洲(杜兰戈,哈利斯科州,和中美洲种族)和安第斯(新格拉纳达,秘鲁,和智利种族)。在这项研究中,使用12K-SNP微阵列分析了来自智利的281种常见豆类地方品种的集合。此外,分析了代表五个常见豆类品种中其余品种的401种。总共2543个SNP使我们能够区分165个与智利种族相对应的遗传组,其中90个被归类为纯加入,例如bean类型\'Tórtola\',\'Sapito\',\'Cosorrón\',和\'Fratilla\'。我们的遗传分析表明,智利种族与阿根廷的加入有着密切的关系,表明游牧祖先将豆子种子引入智利。先前的考古和遗传研究支持这一假设。此外,低遗传多样性(π=0.053;uHe=0.53)和Tajima\'D的负值(D=-1.371)表明智利种族在引入后遭受了瓶颈和选择性扫荡,支持一小群阿根廷豆基因型导致智利种族的假设。在仅在智利种族中检测到的单倍型区块中总共鉴定出235个基因,它们中的大多数参与信号转导,支持以下假设:细胞内信号通路在生物体适应环境变化中起着基本作用。迄今为止,我们的发现是与普通豆智利种族起源相关的最完整的调查。
    The domestication process of the common bean gave rise to six different races which come from the two ancestral genetic pools, the Mesoamerican (Durango, Jalisco, and Mesoamerica races) and the Andean (New Granada, Peru, and Chile races). In this study, a collection of 281 common bean landraces from Chile was analyzed using a 12K-SNP microarray. Additionally, 401 accessions representing the rest of the five common bean races were analyzed. A total of 2543 SNPs allowed us to differentiate a genetic group of 165 accessions that corresponds to the race Chile, 90 of which were classified as pure accessions, such as the bean types \'Tórtola\', \'Sapito\', \'Coscorrón\', and \'Frutilla\'. Our genetic analysis indicates that the race Chile has a close relationship with accessions from Argentina, suggesting that nomadic ancestral peoples introduced the bean seed to Chile. Previous archaeological and genetic studies support this hypothesis. Additionally, the low genetic diversity (π = 0.053; uHe = 0.53) and the negative value of Tajima\' D (D = -1.371) indicate that the race Chile suffered a bottleneck and a selective sweep after its introduction, supporting the hypothesis that a small group of Argentine bean genotypes led to the race Chile. A total of 235 genes were identified within haplotype blocks detected exclusively in the race Chile, most of them involved in signal transduction, supporting the hypothesis that intracellular signaling pathways play a fundamental role in the adaptation of organisms to changes in the environment. To date, our findings are the most complete investigation associated with the origin of the race Chile of common bean.
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  • 文章类型: Journal Article
    The worldwide chicken gene pool encompasses a remarkable, but shrinking, number of divergently selected breeds of diverse origin. This study was a large-scale genome-wide analysis of the landscape of the complex molecular architecture, genetic variability, and detailed structure among 49 populations. These populations represent a significant sample of the world\'s chicken breeds from Europe (Russia, Czech Republic, France, Spain, UK, etc.), Asia (China), North America (USA), and Oceania (Australia). Based on the results of breed genotyping using the Illumina 60K single nucleotide polymorphism (SNP) chip, a bioinformatic analysis was carried out. This included the calculation of heterozygosity/homozygosity statistics, inbreeding coefficients, and effective population size. It also included assessment of linkage disequilibrium and construction of phylogenetic trees. Using multidimensional scaling, principal component analysis, and ADMIXTURE-assisted global ancestry analysis, we explored the genetic structure of populations and subpopulations in each breed. An overall 49-population phylogeny analysis was also performed, and a refined evolutionary model of chicken breed formation was proposed, which included egg, meat, dual-purpose types, and ambiguous breeds. Such a large-scale survey of genetic resources in poultry farming using modern genomic methods is of great interest both from the viewpoint of a general understanding of the genetics of the domestic chicken and for the further development of genomic technologies and approaches in poultry breeding. In general, whole genome SNP genotyping of promising chicken breeds from the worldwide gene pool will promote the further development of modern genomic science as applied to poultry.
    全球范围内的鸡品种基因库中涵盖了数量庞大且多样化起源的多种品系,不过这个数量正逐渐减少。本研究采用了大规模的全基因组分析,探究了49个种群的复杂分子结构、遗传变异性以及详细结构组成。这些种群来自于欧洲(如俄罗斯、捷克共和国、法国、西班牙、英国等)、亚洲(如中国)、北美(如美国)和大洋洲(如澳大利亚),代表了世界各地的鸡品种。我们使用Illumina 60K单核苷酸多态性(SNP)芯片对品种进行了基因型分析,然后进行了生物信息学分析。这一分析包括了杂合子/纯合子统计、近交系数和有效种群大小的计算,以及连锁不平衡的评估和系统发生树的构建。通过多维缩放、主成分分析和ADMIXTURE辅助全球祖先分析,我们探索了每个品种种群和亚群的遗传结构。此外,还进行了总体的49个种群的系统发生分析,并提出了一种精细化的鸡品种形成演化模型,其中包括蛋、肉、兼用型和混合的品种。利用现代基因组方法对家禽养殖中的遗传资源进行如此大规模的调查,不仅对于普遍了解家鸡遗传学的角度具有重要意义,而且对于进一步发展家禽育种中的基因组技术和方法也是至关重要的。总而言之,对来自全球基因库的有发展潜力的鸡品种进行全基因组SNP基因分型,将促进现代基因组学在家禽育种中的进一步发展。.
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  • 文章类型: Journal Article
    拼写(T.aestivumssp.spelta)是20世纪以前主要在欧洲种植的重要小麦亚种,作为宝贵的遗传资源,为现代小麦育种做出了贡献。然而,拼写种群的起源和维护仍然难以捉摸。这里,基于416份全球小麦种质的重新测序数据集,包括具有代表性的拼写小麦,我们证明,当原始六倍体小麦传播到西方并与预先定居的驯化emmer杂交时,欧洲拼写就出现了,推定的母体捐赠者.来自驯化emmer的基因组渗入区域赋予拼写的原始形态特征,用于物种分类学,如顽强的颖片和后来的开花。我们进一步提出了基于单倍型的“拼写指数”,以鉴定拼写型小麦品种,并量化现代小麦品种中拼写基因库的利用。这项研究破译了在特定生态位建立拼写小麦亚种的遗传基础,并揭示了拼写基因库作为独特的种质资源在现代小麦育种中的重要作用。
    Spelt (Triticum aestivum ssp. spelta) is an important wheat subspecies mainly cultivated in Europe before the 20th century that has contributed to modern wheat breeding as a valuable genetic resource. However, relatively little is known about the origins and maintenance of spelt populations. Here, using resequencing data from 416 worldwide wheat accessions, including representative spelt wheat, we demonstrate that European spelt emerged when primitive hexaploid wheat spread to the west and hybridized with pre-settled domesticated emmer, the putative maternal donor. Genomic introgression regions from domesticated emmer confer spelt\'s primitive morphological characters used for species taxonomy, such as tenacious glumes and later flowering. We propose a haplotype-based \"spelt index\" to identify spelt-type wheat varieties and to quantify utilization of the spelt gene pool in modern wheat cultivars. This study reveals the genetic basis for the establishment of the spelt wheat subspecies in a specific ecological niche and the vital role of the spelt gene pool as a unique germplasm resource in modern wheat breeding.
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  • 文章类型: Journal Article
    背景:说苗族(HM)的人与语言有关,主要生活在中国,但是对它们的祖先起源或形成基因组多样性的进化机制知之甚少。特别是,由于缺乏瑶族人群的全基因组测序数据,因此无法全面调查HM使用者的起源和进化史.因此,他们的起源是有争议的。
    结果:这里,我们对80个瑶族基因组进行了深度测序,我们的分析与28个东亚人口和968个古代亚洲基因组一起表明,HM语言家族的形成有很强的遗传基础。我们估计最近的共同祖先可以追溯到5800年前,而HM和Tai-Kadai使用者之间的遗传差异估计为8200年前。我们提出HM扬声器起源于长江流域,并与农业文明一起传播。我们确定了HM和汉族之间的高度分化变异,特别是,GJB2基因中与耳聋相关的错义变体(rs72474224)在HM说话者中的频率高于其他说话者。
    结论:我们的结果表明,人类人类的演化史涉及复杂的基因流和医学相关变异。
    BACKGROUND: Hmong-Mien (HM) speakers are linguistically related and live primarily in China, but little is known about their ancestral origins or the evolutionary mechanism shaping their genomic diversity. In particular, the lack of whole-genome sequencing data on the Yao population has prevented a full investigation of the origins and evolutionary history of HM speakers. As such, their origins are debatable.
    RESULTS: Here, we made a deep sequencing effort of 80 Yao genomes, and our analysis together with 28 East Asian populations and 968 ancient Asian genomes suggested that there is a strong genetic basis for the formation of the HM language family. We estimated that the most recent common ancestor dates to 5800 years ago, while the genetic divergence between the HM and Tai-Kadai speakers was estimated to be 8200 years ago. We proposed that HM speakers originated from the Yangtze River Basin and spread with agricultural civilization. We identified highly differentiated variants between HM and Han Chinese, in particular, a deafness-related missense variant (rs72474224) in the GJB2 gene is in a higher frequency in HM speakers than in others.
    CONCLUSIONS: Our results indicated complex gene flow and medically relevant variants involved in the HM speakers\' evolution history.
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  • 文章类型: Journal Article
    与儿童死亡率增加相关的种系致病变异必须经过自然选择。这里,我们分析了来自4,574名癌症儿童的公开可用的种系遗传元数据[11项研究;1,083个全外显子组序列(WES),1,950个全基因组序列(WGS),和1,541个基因小组]和141,456个成年人[125,748个WES和15,708个WGS]。我们发现儿科癌症易感性综合征(pCPS)基因[n=85]是高度受限的,仅拥有预期的功能丧失变体的四分之一。在来自儿科和成人队列的多个种系基因组学数据中发现了对pCPS基因的选择压力的强烈指示。对于六个基因[ELP1,GPR161,VHL和SDHA/B/C],明显缺乏突变约束使相关癌症的儿科外显率和/或严重程度受到质疑。相反,在23个已知的与双等位基因风险相关的pCPS基因中,两个[9%,DIS3L2和MSH2]显示显著约束,表明它们可能单等位基因增加儿童患癌症的风险。总之,我们表明,群体遗传数据提供了经验证据,表明可遗传的儿童期癌症会导致足够强大的自然选择,从而显著影响当今的基因库.
    Germline pathogenic variants associated with increased childhood mortality must be subject to natural selection. Here, we analyze publicly available germline genetic metadata from 4,574 children with cancer [11 studies; 1,083 whole exome sequences (WES), 1,950 whole genome sequences (WGS), and 1,541 gene panel] and 141,456 adults [125,748 WES and 15,708 WGS]. We find that pediatric cancer predisposition syndrome (pCPS) genes [n = 85] are highly constrained, harboring only a quarter of the loss-of-function variants that would be expected. This strong indication of selective pressure on pCPS genes is found across multiple lines of germline genomics data from both pediatric and adult cohorts. For six genes [ELP1, GPR161, VHL and SDHA/B/C], a clear lack of mutational constraint calls the pediatric penetrance and/or severity of associated cancers into question. Conversely, out of 23 known pCPS genes associated with biallelic risk, two [9%, DIS3L2 and MSH2] show significant constraint, indicating that they may monoallelically increase childhood cancer risk. In summary, we show that population genetic data provide empirical evidence that heritable childhood cancer leads to natural selection powerful enough to have significantly impacted the present-day gene pool.
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  • 文章类型: Journal Article
    为了追求增强羊肉产量,改善早熟和高肉类生产率的绵羊的遗传储备势在必行。这项研究旨在评估将Dorper和Hissar公羊整合到哈萨克族肥尾粗毛母羊的繁殖计划中以产生年轻羊肉的功效。这项研究包括三个小组,每只母羊包括40头哈萨克肥尾粗毛母羊,基于模拟对。第一组的母羊用Dorperram精液授精,第二组的人使用Hissarram精液授精,和第三组作为纯种哈萨克族肥尾粗毛绵羊繁殖的对照。结果表明,第二组杂交公羊在120日龄时的活重明显更高,为45.2公斤,分别超过其他组9.7公斤和10.6公斤。第二组的杂交母猪在4个月时达到了42.0公斤的活重,超过其他组12.2kg。杂交羔羊表现出膨胀,深,健壮的体格,表明肉类生产率提高。体质指数分析表明,杂交公羊表现出细长的四肢,笨重,与纯种的哈萨克族肥尾粗毛羔羊相比,质量较高。在4.0-4.5个月的年龄范围内,杂交公羊显示出比纯种公羊更高的car体肌肉产量,尽管后者表现出0.18%的骨产量。此外,I组和II组绵羊的肉中蛋白质含量分别为19.6%和20.1%,分别,绝对数量分别超过当地哈萨克族肥尾羊的0.7%和1.2%。
    In the pursuit of enhanced mutton production, improving the genetic reservoir of sheep with early maturation and high meat productivity is imperative. This study aims to assess the efficacy of integrating Dorper and Hissar rams into the breeding program of Kazakh fat-tailed coarse-haired ewes for generating young mutton. The research involved forming three groups, each comprising 40 ewes of the Kazakh fat-tailed coarse-haired breed, based on analog pairs. Ewes in Group I were inseminated with Dorper ram semen, those in Group II were inseminated with Hissar ram semen, and Group III served as a control with purebred Kazakh fat-tailed coarse-haired sheep breeding. Results revealed that crossbred rams in Group II achieved a significantly higher live weight of 45.2 kg at 120 days of age, surpassing the other groups by 9.7 kg and 10.6 kg. Crossbred gimmers in Group II reached a live weight of 42.0 kg by 4 months, outpacing the other groups by 12.2 kg. The crossbred lambs exhibited an expansive, deep, and sturdy physique, indicative of elevated meat productivity. Physique index analysis displayed that crossbred rams exhibited elongated limbs, bulkiness, and massiveness compared to purebred Kazakh fat-tailed coarse-haired lambs. In the 4.0-4.5-month age range, crossbred rams demonstrated a higher carcass muscle yield than their purebred counterparts, albeit the latter exhibited a 0.18% greater bone yield. Moreover, the meat of groups I and II sheep contained 19.6% and 20.1% protein content, respectively, surpassing the local Kazakh fat-tailed sheep population by 0.7% and 1.2% in absolute terms.
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