Whole genome sequencing

全基因组测序
  • 文章类型: Journal Article
    报道了酿酒酵母CBS493.94的全基因组测序(WGS)和有关身份和安全性的数据。该菌株于1958年从英国啤酒厂中分离出来,并以CBS493.94号保藏在CBS培养物Westerdijk真菌生物多样性研究所。长读数测序数据,通过PacBioSequel获得,和短读数据,通过IlluminaNovaSeq6000,以登录号PRJNA1044661存入NCBI。混合动力组件已通过Zenodo和NCBI公开提供。对于应变识别,来自18SrRNA的数据,ANI树状图和核心基因组单核苷酸多态性(SNP)树表明,本分离株属于酵母属,酿酒物种。潜在的关注基因,例如抗真菌基因,未检测到。该菌株通常用作改善动物健康的饲料添加剂,目前的数据总结了明确的身份,并且菌株的FKS1基因不编码任何令人关注的氨基酸变体。
    Whole genome sequencing (WGS) and data concerning identity and safety for Saccharomyces cerevisiae CBS 493.94 are reported. This strain was isolated from a British brewery in 1958 and deposited at the CBS culture collection Westerdijk Fungal Biodiversity Institute under the accession number CBS 493.94. The long-reads sequencing data, obtained via PacBio Sequel, and short-reads data, via Illumina NovaSeq 6000, were deposited at NCBI under accession number PRJNA1044661. The hybrid assembly was made publicly available via Zenodo and NCBI. For strain identification, data from 18S rRNA, ANI dendrogram and Core Genome single nucleotide polymorphism (SNP) Tree showed that the present isolate belongs to the genus Saccharomyces, species cerevisiae. The potential genes of concern, e.g. antimycotic resestance genes, were not detected. This strain is commonly used as a feed additive for animal health improvement and the present data summarise the unambiguous identity and strain\'s FKS1 gene does not code for any amino acid variants of concern.
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  • 文章类型: Journal Article
    非结核分枝杆菌(NTM)感染在全球范围内构成了重大的公共卫生挑战。影响广泛免疫状态的个体。最近的流行病学研究表明,在免疫功能低下和免疫功能正常的人群中,发病率都在上升。强调需要加强诊断和治疗方法。NTM感染通常表现出与结核病相似的症状,然而,由于特异性较低,增加患者误诊和潜在不良结局的风险。因此,快速准确地鉴定病原体对于精确诊断和治疗至关重要。传统的检测方法,特别是微生物培养,被漫长的潜伏期和有限的区分密切相关的NTM亚型的能力所阻碍,从而延迟诊断和启动靶向治疗。新兴的诊断技术为快速检测和准确识别NTM感染提供了新的可能性,在早期诊断和提供更准确和全面的信息方面发挥着关键作用。这篇综述描述了当前NTM物种和亚种鉴定的分子方法。我们严格评估这些诊断NTM技术固有的局限性和挑战,并探索其未来发展的潜在方向。它旨在为推进分子诊断技术在NTM感染鉴定中的应用提供有价值的见解。
    Non-tuberculous mycobacteria (NTM) infections pose a significant public health challenge worldwide, affecting individuals across a wide spectrum of immune statuses. Recent epidemiological studies indicate rising incidence rates in both immunocompromised and immunocompetent populations, underscoring the need for enhanced diagnostic and therapeutic approaches. NTM infections often present with symptoms similar to those of tuberculosis, yet with less specificity, increasing the risk of misdiagnosis and potentially adverse outcomes for patients. Consequently, rapid and accurate identification of the pathogen is crucial for precise diagnosis and treatment. Traditional detection methods, notably microbiological culture, are hampered by lengthy incubation periods and a limited capacity to differentiate closely related NTM subtypes, thereby delaying diagnosis and the initiation of targeted therapies. Emerging diagnostic technologies offer new possibilities for the swift detection and accurate identification of NTM infections, playing a critical role in early diagnosis and providing more accurate and comprehensive information. This review delineates the current molecular methodologies for NTM species and subspecies identification. We critically assess the limitations and challenges inherent in these technologies for diagnosing NTM and explore potential future directions for their advancement. It aims to provide valuable insights into advancing the application of molecular diagnostic techniques in NTM infection identification.
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  • 文章类型: Journal Article
    在对抗多重耐药细菌感染的斗争中,头孢他啶-阿维巴坦(CZA)是一个关键的防御,特别是针对耐碳青霉烯(CR)革兰氏阴性病原体。然而,对这种药物的耐药性上升对其有效性构成了重大威胁,强调迫切需要深入研究其抗性机制。
    本研究集中于对CR和CZA耐药的大肠杆菌(n=26)和肺炎克雷伯菌(n=34)菌株的基因组特征,携带blaNDM和/或blaOXA-48样基因,在黎巴嫩一家主要的三级医疗中心,使用全基因组测序(WGS)。
    我们的发现揭示了blaNDM在所有肺炎克雷伯菌分离株中的显著流行,其中27个也藏有blaOXA-48。另一方面,大肠杆菌菌株主要携带blaNDM-5基因。全基因组测序(WGS)确定ST383在肺炎克雷伯菌菌株中占主导地位,其具有包含blaNDM-5的多复制子IncFIB-IncHI1B质粒。此外,发现肺炎克雷伯氏菌中跨多种序列类型的各种Inc组质粒携带blaNDM。同样,观察到大肠杆菌的不同ST在不同质粒上携带blaNDM-5。
    该研究强调NDM碳青霉烯酶是黎巴嫩最重要的耐药机制,危及关键的最后手段治疗。它还阐明了不同序列类型和可移动遗传元件在NDM抗性传播中的作用,强调迫切需要减轻这一威胁的战略,尤其是在医院感染中。
    UNASSIGNED: In the battle against multidrug-resistant bacterial infections, ceftazidime- avibactam (CZA) stands as a pivotal defense, particularly against carbapenemresistant (CR) Gram-negative pathogens. However, the rise in resistance against this drug poses a significant threat to its effectiveness, highlighting the critical need for in-depth studies about its resistance mechanisms.
    UNASSIGNED: This research focuses on the genomic characterization of CR- and CZA-resistant Escherichia coli (n=26) and Klebsiella pneumoniae (n=34) strains, harboring the blaNDM and/or blaOXA-48-like genes, at a major Lebanese tertiary care medical center, using whole genome sequencing (WGS).
    UNASSIGNED: Our findings revealed a notable prevalence of blaNDM in all K. pneumoniae strains isolates, with 27 of these also harboring blaOXA-48. On the other hand, E. coli strains predominantly carried the blaNDM-5 gene. Whole genome sequencing (WGS) identified a predominance of ST383 among K. pneumoniae strains, which possessed a multi-replicon IncFIB-IncHI1B plasmid harboring the blaNDM-5. Additionally, various Inc group plasmids in K. pneumoniae across multiple sequence types were found to carry the blaNDM. Similarly, diverse STs of E. coli were observed to carry blaNDM-5 on different plasmids.
    UNASSIGNED: The study underscores NDM carbapenemases as a paramount resistance mechanism in Lebanon,jeopardizing critical last-resort treatments. It also illuminates the role of varied sequence types and mobile genetic elements in the spread of NDM resistance,stressing the urgent need for strategies to mitigate this threat, especially in nosocomial infections.
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  • 文章类型: Journal Article
    目的:产碳青霉烯酶的肺炎克雷伯菌(KPC-Kp)的基因组监测对毒力至关重要,耐药性监测,和疫情遏制。
    方法:通过全基因组测序(WGS)对2019-2021年从意大利北部3家医院分离的87株KPC-Kp菌株进行基因组分析,为了表征耐药性,病毒组,还有手机罩,并评估与表型抗性和临床表现的潜在关联。使用最大似然树和最小生成树来确定应变相关性并识别潜在的传播簇。
    结果:总体而言,发现了15种不同的ST;主要的包括ST307(35,40.2%),ST512/1519(15,17.2%),ST20(12,13.8%),和ST101(7,8.1%)。发现33株(37.9%)KPC-Kp菌株在5个传播簇中(每个簇中的分离株数量中位数:5[3-10]),其中四个以医院内传播为特征。所有87株都带有Tn4401a转座子,携带blaKPC-3(48,55.2%),blaKPC-2(38,43.7%),在一例(1.2%)blaKPC-33中,后者基因赋予对头孢他啶/阿维巴坦(CZA)的抗性。30株(34.5%)存在孔蛋白突变;其中,7份(8.1%)携带多个Tn4401a拷贝。与没有孔蛋白突变或单个Tn4401a拷贝的菌株相比,这些菌株的特征在于CZA最低抑制浓度显着提高。分别,即使他们没有克服8ug/mL的阻力断点。每个菌株检测到中位数2个(IQR:1-2)毒力因子。与其他ST相比,在ST20中观察到最低数目(p<0.001)。虽然ST307与感染事件相关,对于ST20,可以观察到与定殖事件相关的趋势.
    结论:基因组整合,阻力评分,和临床数据使我们能够定义2019年至2021年间意大利北部KPC-Kp的相对多样化,其特征是几乎没有大型传播链和罕见的医院间传播。我们的结果还提供了KPC-Kp基因组特征与某些抗菌药物或定植/感染状态的较高MIC水平之间相关性的初步证据。再次强调WGS在细菌监测中的重要性。
    OBJECTIVE: Genomic surveillance of Klebsiella pneumoniae carbapenemase-producing Klebsiella pneumoniae (KPC-Kp) is crucial for virulence, drug-resistance monitoring, and outbreak containment.
    METHODS: Genomic analysis on 87 KPC-Kp strains isolated from 3 Northern Italy hospitals in 2019-2021 was performed by whole genome sequencing (WGS), to characterize resistome, virulome, and mobilome, and to assess potential associations with phenotype resistance and clinical presentation. Maximum Likelihood and Minimum Spanning Trees were used to determine strain correlations and identify potential transmission clusters.
    RESULTS: Overall, 15 different STs were found; the predominant ones included ST307 (35, 40.2%), ST512/1519 (15, 17.2%), ST20 (12, 13.8%), and ST101 (7, 8.1%). 33 (37.9%) KPC-Kp strains were noticed to be in five transmission clusters (median number of isolates in each cluster: 5 [3-10]), four of them characterized by intra-hospital transmission. All 87 strains harbored Tn4401a transposon, carrying blaKPC-3 (48, 55.2%), blaKPC-2 (38, 43.7%), and in one case (1.2%) blaKPC-33, the latter gene conferred resistance to ceftazidime/avibactam (CZA). Thirty strains (34.5%) harbored porin mutations; of them, 7 (8.1%) carried multiple Tn4401a copies. These strains were characterized by significantly higher CZA minimum inhibitory concentration compared with strains with no porin mutations or single Tn4401a copy, respectively, even if they did not overcome the resistance breakpoint of 8 ug/mL. Median 2 (IQR:1-2) virulence factors per strain were detected. The lowest number was observed in ST20 compared to the other STs (p<0.001). While ST307 was associated with infection events, a trend associated with colonization events could be observed for ST20.
    CONCLUSIONS: Integration of genomic, resistance score, and clinical data allowed us to define a relative diversification of KPC-Kp in Northern Italy between 2019 and 2021, characterized by few large transmission chains and rare inter-hospital transmission. Our results also provided initial evidence of correlation between KPC-Kp genomic signatures and higher MIC levels to some antimicrobial agents or colonization/infection status, once again underlining WGS\'s importance in bacterial surveillance.
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  • 文章类型: Journal Article
    混合作图是有效识别和表征通过顺式机制调节的基因的强大方法。在这项研究中,使用表型不同的杜洛克和鲁莱猪品种的相互杂交,我们对整个大脑的调节变异进行了全面的多体表征,肝脏,肌肉,和胎盘经历了四个发育阶段。迄今为止,我们在猪中产生了最大的多元数据集之一,包括16个全基因组测序的个体,以及48个全基因组亚硫酸氢盐测序,168个ATAC-Seq和168个RNA-Seq样品。我们开发了一种基于读取计数的方法来可靠地评估等位基因特异性甲基化,染色质可及性,和RNA表达。我们表明,在所有DNA甲基化中,组织特异性比发育阶段特异性强得多,染色质可及性,和基因表达。我们鉴定了573个显示等位基因特异性表达的基因,包括受亲本起源以及等位基因基因型影响的那些。我们整合了甲基化,染色质可及性,和基因表达数据表明等位基因特异性表达在很大程度上可以通过等位基因特异性甲基化和/或染色质可及性来解释。这项研究提供了猪在多个组织和发育阶段的调节变异的全面表征。
    Hybrid mapping is a powerful approach to efficiently identify and characterize genes regulated through mechanisms in cis. In this study, using reciprocal crosses of the phenotypically divergent Duroc and Lulai pig breeds, we perform a comprehensive multi-omic characterization of regulatory variation across the brain, liver, muscle, and placenta through four developmental stages. We produce one of the largest multi-omic datasets in pigs to date, including 16 whole genome sequenced individuals, as well as 48 whole genome bisulfite sequencing, 168 ATAC-Seq and 168 RNA-Seq samples. We develop a read count-based method to reliably assess allele-specific methylation, chromatin accessibility, and RNA expression. We show that tissue specificity was much stronger than developmental stage specificity in all of DNA methylation, chromatin accessibility, and gene expression. We identify 573 genes showing allele specific expression, including those influenced by parent-of-origin as well as allele genotype effects. We integrate methylation, chromatin accessibility, and gene expression data to show that allele specific expression can be explained in great part by allele specific methylation and/or chromatin accessibility. This study provides a comprehensive characterization of regulatory variation across multiple tissues and developmental stages in pigs.
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  • 文章类型: Journal Article
    DNA甲基化在各种生物过程中起着重要作用,包括细胞分化,老化,和癌症的发展。哺乳动物中最重要的甲基化是5-甲基胞嘧啶,主要存在于CpG二核苷酸的背景下。测序方法如全基因组亚硫酸氢盐测序成功检测5-甲基胞嘧啶DNA修饰。然而,它们具有读长短的严重缺点,并可能引入放大偏差。在这里,我们介绍石鱼,一种深度学习算法,通过使用纳米孔测序显着改善读取水平5-甲基胞嘧啶检测。在R9.4.1和R10.4.1数据集上,将Rockfish与基于纳米孔测序的其他方法进行了比较。在R.9.4.1数据集上,单基准精度和F1测量值增加了5个百分点,R10.4.1数据集上高达0.82个百分点。此外,Rockfish显示与全基因组亚硫酸氢盐测序高度相关,需要较低的读取深度,并且在诸如富含CpG的启动子的生物学重要区域中实现更高的置信度,同时是计算高效的。其在人类和小鼠样品中的卓越性能凸显了其在不同生物体和疾病中研究5-甲基胞嘧啶甲基化的多功能性。最后,其适应性架构确保与新版本的孔和化学以及修改类型的兼容性。
    DNA methylation plays an important role in various biological processes, including cell differentiation, ageing, and cancer development. The most important methylation in mammals is 5-methylcytosine mostly occurring in the context of CpG dinucleotides. Sequencing methods such as whole-genome bisulfite sequencing successfully detect 5-methylcytosine DNA modifications. However, they suffer from the serious drawbacks of short read lengths and might introduce an amplification bias. Here we present Rockfish, a deep learning algorithm that significantly improves read-level 5-methylcytosine detection by using Nanopore sequencing. Rockfish is compared with other methods based on Nanopore sequencing on R9.4.1 and R10.4.1 datasets. There is an increase in the single-base accuracy and the F1 measure of up to 5 percentage points on R.9.4.1 datasets, and up to 0.82 percentage points on R10.4.1 datasets. Moreover, Rockfish shows a high correlation with whole-genome bisulfite sequencing, requires lower read depth, and achieves higher confidence in biologically important regions such as CpG-rich promoters while being computationally efficient. Its superior performance in human and mouse samples highlights its versatility for studying 5-methylcytosine methylation across varied organisms and diseases. Finally, its adaptable architecture ensures compatibility with new versions of pores and chemistry as well as modification types.
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  • 文章类型: Journal Article
    结核分枝杆菌(Mtb)的直接全基因组测序(WGS)可用作研究耐药性的工具,混合感染,和宿主内部的多样性。然而,由于在高背景下的低数量的杆菌,从临床样品中获得WGS是具有挑战性的。
    我们前瞻性收集了34个样本(痰,n=17;支气管肺泡灌洗,n=13;和脓液,n=4)来自活动性结核病(TB)患者。在DNA提取之前,我们使用配体介导的磁珠方法从临床样本中富集Mtb,并在Illumina平台上进行了WGS.
    根据WGS从88.2%(30/34)的样品中确定了Mtb,其中35.3%(12/34)为涂片阴性。总体基因组覆盖率中位数为15.2%(四分位数间距[IQR],7.7%-28.2%)。涂片上的杆菌负荷与基因组覆盖率呈正相关(P<0.001)。我们在每个阳性样本中检测到世界卫生组织突变目录中列出的58个基因(中位数覆盖率,85%[IQR,61%-94%]),能够识别常规诊断遗漏的突变。导致对利福平耐药的突变,异烟肼,链霉素,在34份样品中有5份(14.7%)检测到乙胺丁醇,包括赋予利福平抗性的rpoBS441A突变,XpertMTB/RIF不包括。
    我们证明了基于磁珠的富集用于临床标本中Mtb的无培养WGS的可行性,包括涂片阴性样本.这种方法也可以与低成本测序工作流程整合,例如靶向测序,以快速检测Mtb和耐药性。
    UNASSIGNED: Direct whole genome sequencing (WGS) of Mycobacterium tuberculosis (Mtb) can be used as a tool to study drug resistance, mixed infections, and within-host diversity. However, WGS is challenging to obtain from clinical samples due to low number of bacilli against a high background.
    UNASSIGNED: We prospectively collected 34 samples (sputum, n = 17; bronchoalveolar lavage, n = 13; and pus, n = 4) from patients with active tuberculosis (TB). Prior to DNA extraction, we used a ligand-mediated magnetic bead method to enrich Mtb from clinical samples and performed WGS on Illumina platform.
    UNASSIGNED: Mtb was definitively identified based on WGS from 88.2% (30/34) of the samples, of which 35.3% (12/34) were smear negative. The overall median genome coverage was 15.2% (interquartile range [IQR], 7.7%-28.2%). There was a positive correlation between load of bacilli on smears and genome coverage (P < .001). We detected 58 genes listed in the World Health Organization mutation catalogue in each positive sample (median coverage, 85% [IQR, 61%-94%]), enabling the identification of mutations missed by routine diagnostics. Mutations causing resistance to rifampicin, isoniazid, streptomycin, and ethambutol were detected in 5 of 34 (14.7%) samples, including the rpoB S441A mutation that confers resistance to rifampicin, which is not covered by Xpert MTB/RIF.
    UNASSIGNED: We demonstrate the feasibility of magnetic bead-based enrichment for culture-free WGS of Mtb from clinical specimens, including smear-negative samples. This approach can also be integrated with low-cost sequencing workflows such as targeted sequencing for rapid detection of Mtb and drug resistance.
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  • 文章类型: Journal Article
    背景:食管癌和贲门腺癌在中国南方潮汕地区发病率较高。多灶性食管癌和贲门癌(MECC)在临床实践中通常在该地区观察到。然而,MECC的基因组特征仍不清楚.
    方法:在本研究中,总共分析了2123例EC和GCA的临床样本,以确定多灶性肿瘤的频率,以及它们的发生部位和病理类型。Cox比例风险回归用于建立年龄之间的关系模型,性别,在我们对541例患者队列的分析中,肿瘤状态与生存有关,有可用的随访数据。我们对10例MECC患者的20个肿瘤病灶和10个正常样本进行了全基因组测序,以推断6例MECC患者的克隆结构,以探索基因组特征。
    结果:EC和GCA的MECC率为5.65%(2123中的121)。年龄和性别是可能影响MECC风险的潜在因素(p<0.001)。此外,与单肿瘤患者相比,MECC患者的生存率较差。我们发现6例患者的12个病灶是多中心起源模型(MC),与转移模型相比,其在成对病灶中表现出明显的异质性,并且免疫基因中的种系突变数量增加。在MC案例中,同一患者的不同病变由不同的突变和拷贝数变异(CNV)事件驱动.尽管TP53和其他驱动突变基因在样本中的频率很高,它们的突变位点在配对肿瘤标本中显示出显著的异质性.另一方面,CNV基因在配对样本中表现出更高的一致性,特别是在癌基因的扩增和抑癌基因的缺失方面。
    结论:肿瘤间异质性的程度表明MECC的单克隆和多克隆起源,这可以深入了解MECC的基因组多样性并指导临床实施。
    BACKGROUND: Esophageal carcinoma (EC) and gastric cardiac adenocarcinoma (GCA) have high incidence rates in the Chaoshan region of South China. Multifocal esophageal and cardiac cancer (MECC) is commonly observed in this region in clinical practice. However, the genomic characteristics of MECC remains unclear.
    METHODS: In this study, a total of 2123 clinical samples of EC and GCA were analyzed to determine the frequency of multifocal tumors, as well as their occurrence sites and pathological types. Cox proportional hazards regression was used to model the relationship between age, sex, and tumor state concerning survival in our analysis of the cohort of 541 patients with available follow-up data. We performed whole-genome sequencing on 20 tumor foci and 10 normal samples from 10 MECC patients to infer clonal structure on 6 MECC patients to explore genome characteristics.
    RESULTS: The MECC rate of EC and GCA was 5.65% (121 of 2123). Age and sex were potential factors that may influence the risk of MECC (p < 0.001). Furthermore, MECC patients showed worse survival compared with single tumor patients. We found that 12 foci from 6 patients were multicentric origin model (MC), which exhibited significant heterogeneity of variations in paired foci and had an increased number of germline mutations in immune genes compared to metastatic model. In MC cases, different lesions in the same patient were driven by distinct mutation and copy number variation (CNV) events. Although TP53 and other driver mutation genes have a high frequency in the samples, their mutation sites show significant heterogeneity in paired tumor specimens. On the other hand, CNV genes exhibited higher concordance in paired samples, especially in the amplification of oncogenes and the deletion of tumor suppressor genes.
    CONCLUSIONS: The extent of inter-tumor heterogeneity suggests both monoclonal and polyclonal origins of MECC, which could provide insight into the genome diversity of MECC and guide clinical implementation.
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  • 文章类型: Journal Article
    在圣卡塔琳娜发现死亡的南美海狮中检测到了进化枝2.3.4.4b高致病性禽流感(HPAI)H5N1病毒,巴西,2023年10月。进行了全基因组测序和比较系统发育分析,以调查起源,遗传多样性,和H5N1病毒的人畜共患潜力。H5N1病毒属于进化枝2.3.4.4bH5N1病毒的B3.2基因型,在北美发现并传播到南美。它们获得了与哺乳动物宿主亲和力相关的新氨基酸取代。我们的研究提供了对巴西H5N1病毒的遗传景观的见解,强调了有助于它们可能适应哺乳动物宿主的连续进化过程。
    Clade 2.3.4.4b highly pathogenic avian influenza (HPAI) H5N1 virus was detected in the South American sea lions found dead in Santa Catarina, Brazil, in October 2023. Whole genome sequencing and comparative phylogenetic analysis were conducted to investigate the origin, genetic diversity, and zoonotic potentials of the H5N1 viruses. The H5N1 viruses belonged to the genotype B3.2 of clade 2.3.4.4b H5N1 virus, which was identified in North America and disseminated to South America. They have acquired new amino acid substitutions related to mammalian host affinity. Our study provides insights into the genetic landscape of HPAI H5N1 viruses in Brazil, highlighting the continuous evolutionary processes contributing to their possible adaptation to mammalian hosts.
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  • 文章类型: Journal Article
    背景:与侵入性方法相比,饲养调查山羊是一种福利友好的去除角的方法。为了全面了解山羊的遗传基础,我们对106只西农萨农奶山羊进行了全基因组测序,包括33个人,70名接受调查的人,和3名接受调查的性欲综合征(PIS)个体。
    方法:本研究采用了全基因组关联研究(GWAS)和连锁不平衡(LD)分析,以精确地定位山羊中被调查表型的遗传位点。
    结果:在我们的研究中进行的分析揭示了总共320个与山羊有角/轮询表型相关的全基因组显著单核苷酸多态性(SNP)。这些SNP在1号染色体上表现出两个不同的峰,跨越128,817,052至133,005,441bp和150,336,143至150,808,639bp。本研究确定了三个全基因组显著的SNP,即Chr1:129789816,Chr1:129791507和Chr1:129791577,作为受PIS影响的山羊的潜在标记。我们的LD分析结果表明MRPS22与不育性个体之间存在潜在关联,以及ERG与山羊调查性状之间的潜在关联。
    结论:我们已经成功鉴定了与PIS密切相关的三个标记SNP,以及与山羊的调查性状相关的几个候选基因。这些结果可能有助于开发用于山羊PIS早期预测的SNP芯片,从而促进旨在生产具有轮询性状的肥沃牛群的育种计划。
    BACKGROUND: Breeding polled goats is a welfare-friendly approach for horn removal in comparison to invasive methods. To gain a comprehensive understanding of the genetic basis underlying polledness in goats, we conducted whole-genome sequencing of 106 Xinong Saanen dairy goats, including 33 horned individuals, 70 polled individuals, and 3 polled intersexuality syndrome (PIS) individuals.
    METHODS: The present study employed a genome-wide association study (GWAS) and linkage disequilibrium (LD) analysis to precisely map the genetic locus underlying the polled phenotype in goats.
    RESULTS: The analysis conducted in our study revealed a total of 320 genome-wide significant single nucleotide polymorphisms (SNPs) associated with the horned/polled phenotype in goats. These SNPs exhibited two distinct peaks on chromosome 1, spanning from 128,817,052 to 133,005,441 bp and from 150,336,143 to 150,808,639 bp. The present study identified three genome-wide significant SNPs, namely Chr1:129789816, Chr1:129791507, and Chr1:129791577, as potential markers of PIS-affected goats. The results of our LD analysis suggested a potential association between MRPS22 and infertile intersex individuals, as well as a potential association between ERG and the polled trait in goats.
    CONCLUSIONS: We have successfully identified three marker SNPs closely linked to PIS, as well as several candidate genes associated with the polled trait in goats. These results may contribute to the development of SNP chips for early prediction of PIS in goats, thereby facilitating breeding programs aimed at producing fertile herds with polled traits.
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