Whole genome sequencing

全基因组测序
  • 文章类型: Journal Article
    新型革兰氏阳性,过氧化氢酶阴性,从生活在河内的健康母亲的母乳样本中分离出α-溶血性球菌,越南。这些菌株的16SrRNA基因序列因0-2核苷酸多态性而异。一个菌株的16SrRNA基因序列,指定为BMESL6.1T,与唾液链球菌NCTC8618T的相似性最高(99.4%),前庭链球菌ATCC49124T(99.4%),唾液组和嗜热链球菌ATCC19258T(99.3%)。对三个选择的菌株进行全基因组测序。基于631个核心基因的系统发育将这三个菌株聚集到唾液组中,菌株与该组中的其他物种明显不同。菌株BMESL6.1T的平均核苷酸同一性(ANI)值与唾液链球菌NCTC8618T表现出最高的同一性(88.4%),其次是前庭链球菌ATCC49124T(88.3%)和嗜热链球菌ATCC19258T(87.4%)。菌株BMESL6.1T与其他物种之间的ANI和数字DNA-DNA杂交值低于临界值(95和70%,分别),表明它代表了链球菌属的一种新物种。这些菌株能够从棉子糖和蜜二糖中产生α-半乳糖苷酶和酸。因此,我们建议将菌株分配给链球菌属的新物种,即拉菲诺西链球菌。11月。菌株类型为BMESL6.1T(=VTCC12812T=NBRC116368T)。
    Novel Gram-positive, catalase-negative, α-haemolytic cocci were isolated from breast milk samples of healthy mothers living in Hanoi, Vietnam. The 16S rRNA gene sequences of these strains varied by 0-2 nucleotide polymorphisms. The 16S rRNA gene sequence of one strain, designated as BME SL 6.1T, showed the highest similarity to those of Streptococcus salivarius NCTC 8618T (99.4 %), Streptococcus vestibularis ATCC 49124T (99.4 %), and Streptococcus thermophilus ATCC 19258T (99.3 %) in the salivarius group. Whole genome sequencing was performed on three selected strains. Phylogeny based on 631 core genes clustered the three strains into the salivarius group, and the strains were clearly distinct from the other species in this group. The average nucleotide identity (ANI) value of strain BME SL 6.1T exhibited the highest identity with S. salivarius NCTC 8618T (88.4 %), followed by S. vestibularis ATCC 49124T (88.3 %) and S. thermophilus ATCC 19258T (87.4 %). The ANI and digital DNA-DNA hybridization values between strain BME SL 6.1T and other species were below the cut-off value (95 and 70 %, respectively), indicating that it represents a novel species of the genus Streptococcus. The strains were able to produce α-galactosidase and acid from raffinose and melibiose. Therefore, we propose to assign the strains to a new species of the genus Streptococcus as Streptococcus raffinosi sp. nov. The type strain is BME SL 6.1T (=VTCC 12812T=NBRC 116368T).
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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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  • 文章类型: Journal Article
    目的:新鲜市场番茄(Solanumlycopersicum)是为人类直接食用而培育的。它是针对特定特性选择的,以满足市场需求和生产系统,最近发现了新鲜市场番茄产量的独特遗传变异。然而,即使对于主要性状,DNA序列变异-性状关联也尚未完全检查。为新鲜番茄性状的各种遗传育种目标提供丰富的基因组序列资源,我们报告了当代美国新鲜番茄的全基因组序列数据.
    方法:美国学术番茄育种计划提名了81个番茄,68个是当代新鲜市场的西红柿,而其余13个是相关的新鲜番茄育种和种质材料。使用Illumina下一代测序技术对81个西红柿进行了全基因组测序(WGS)。无聚合酶链反应(PCR),对每个番茄的配对末端测序文库进行测序,每个测序碱基的平均深度为24倍.本数据说明提高了知名度和使用更多样化的潜力,免费获取当代新鲜市场西红柿的全基因组序列数据。
    OBJECTIVE: The fresh-market tomato (Solanum lycopersicum) is bred for direct human consumption. It is selected for specific traits to meet market demands and production systems, and unique genetic variations underlying fresh-market tomato yields have been recently identified. However, DNA sequence variant-trait associations are not yet fully examined even for major traits. To provide a rich genome sequence resource for various genetics and breeding goals for fresh-market tomato traits, we report whole genome sequence data of a pool of contemporary U.S. fresh-market tomatoes.
    METHODS: Eighty-one tomatoes were nominated by academic tomato breeding programs in the U.S. Of the 81 tomatoes, 68 were contemporary fresh-market tomatoes, whereas the remaining 13 were relevant fresh-market tomato breeding and germplasm accessions. Whole genome sequencing (WGS) of the 81 tomatoes was conducted using the Illumina next-generation sequencing technology. The polymerase chain reaction (PCR)-free, paired-end sequencing libraries were sequenced on an average depth per sequenced base of 24 × for each tomato. This data note enhances visibility and potential for use of the more diverse, freely accessible whole genome sequence data of contemporary fresh-market tomatoes.
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  • 文章类型: Journal Article
    为了在基因组水平上解析多孢木霉控制杂草的关键基因,我们在IlluminaHiseq平台上提取了基因组DNA并测序了多孢菌菌株HZ-31的全基因组。使用Trimmoatic清理原始数据,并使用FastQC检查质量。使用SPAdes组装测序数据,并利用GeneMark对装配结果进行基因预测。结果表明,多孢子菌HZ-31的基因组大小为39,325,746bp,具有48%的GC含量,编码的基因数量为11,998个。预测了总共148个tRNA和45个rRNA。在碳水化合物酶数据库中总共注释了782个基因,757个基因被注释到病原体-宿主相互作用数据库中,并鉴定出67个基因簇。此外,预测1023个基因是信号肽蛋白。多形虫HZ-31全基因组序列的注释和功能分析为深入研究其除草作用的分子机制和更有效的利用杂草控制提供了基础。
    In order to resolve the key genes for weed control by Trichoderma polysporum at the genomic level, we extracted the genomic DNA and sequenced the whole genome of T. polysporum strain HZ-31 on the Illumina Hiseq platform. The raw data was cleaned up using Trimmomatic and checked for quality using FastQC. The sequencing data was assembled using SPAdes, and GeneMark was used to perform gene prediction on the assembly results. The results showed that the genome size of T. polysporum HZ-31 was 39,325,746 bp, with 48% GC content, and the number of genes encoded was 11,998. A total of 148 tRNAs and 45 rRNAs were predicted. A total of 782 genes were annotated in the Carbohydrase Database, 757 genes were annotated to the Pathogen-Host Interaction Database, and 67 gene clusters were identified. In addition, 1023 genes were predicted to be signal peptide proteins. The annotation and functional analysis of the whole genome sequence of T. polymorpha HZ-31 provide a basis for the in-depth study of the molecular mechanism of its herbicidal action and more effective utilization for weed control.
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  • 文章类型: Journal Article
    这里,我们提出了BtS2160-1的全基因组序列,这是一种潜在的灭蚊模型菌株的替代品,Bti.BtS2160-1中包含一个染色体基因组和四个大型质粒,并且鉴定出13个编码预测杀虫晶体蛋白的预测基因聚集在一个质粒pS2160-1p2上,该质粒包含两个设计为PAI-1的致病岛(PAIs)(Cry54Ba,Cry30Ea4,Cry69Aa-like,Cry50Ba2样,Cry4Ca1样,Cry30Ga2,Cry71Aa样,Cry72Aa-like,Cry70Aa-like,Cyt1Da2样和Vpb4C1样)和PAI-2(Cyt1Aa样,和Tpp80Aa1一样)。簇似乎代表类似于致病性岛的杀蚊毒素岛。使用LTQ-OrbitrapLC-MS/MS通过全蛋白质组分析证实了13个预测基因中的10个的转录/翻译。总之,本研究确定了苏云金芽孢杆菌中存在灭蚊毒素岛,并为了解苏云金芽孢杆菌的杀虫机理提供了重要的基因组信息。
    Here, we present the whole genome sequence of Bt S2160-1, a potential alternative to the mosquitocidal model strain, Bti. One chromosome genome and four mega-plasmids were contained in Bt S2160-1, and 13 predicted genes encoding predicted insecticidal crystal proteins were identified clustered on one plasmid pS2160-1p2 containing two pathogenic islands (PAIs) designed as PAI-1 (Cry54Ba, Cry30Ea4, Cry69Aa-like, Cry50Ba2-like, Cry4Ca1-like, Cry30Ga2, Cry71Aa-like, Cry72Aa-like, Cry70Aa-like, Cyt1Da2-like and Vpb4C1-like) and PAI-2 (Cyt1Aa-like, and Tpp80Aa1-like). The clusters appear to represent mosquitocidal toxin islands similar to pathogenicity islands. Transcription/translation of 10 of the 13 predicted genes was confirmed by whole-proteome analysis using LTQ-Orbitrap LC-MS/MS. In summary, the present study identified the existence of a mosquitocidal toxin island in Bacillus thuringiensis, and provides important genomic information for understanding the insecticidal mechanism of B. thuringiensis.
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  • 文章类型: Journal Article
    背景:数据缺失是基于质谱的代谢组学中的一个共同挑战,这可能导致有偏见和不完整的分析。将全基因组测序(WGS)数据与代谢组学数据整合已成为一种有希望的方法,可提高代谢组学研究中数据填补的准确性。
    方法:在本研究中,我们提出了一种新的方法,利用WGS数据和参考代谢物的信息来估算未知的代谢物。我们的方法利用多尺度变分自动编码器来联合建模负担分数,多遗传风险评分(PGS),和连锁不平衡(LD)修剪的单核苷酸多态性(SNP)用于特征提取和缺失的代谢组学数据填补。通过学习两个组学数据的潜在表示,我们的方法可以基于基因组信息有效地估算缺失的代谢组学值.
    结果:我们评估了我们的方法在具有缺失值的经验代谢组学数据集上的性能,并证明了其与常规插补技术相比的优越性。使用35种模板代谢物得出的负担评分,PGS和LD修剪的SNP,对于71.55%的代谢物,所提出的方法的R2得分>0.01.
    结论:在代谢组学插补中整合WGS数据不仅提高了数据完整性,而且增强了下游分析,为更全面和准确的代谢途径和疾病关联研究铺平了道路。我们的发现为利用WGS数据进行代谢组学数据插补的潜在好处提供了有价值的见解,并强调了在精准医学研究中利用多模式数据集成的重要性。
    BACKGROUND: Missing data is a common challenge in mass spectrometry-based metabolomics, which can lead to biased and incomplete analyses. The integration of whole-genome sequencing (WGS) data with metabolomics data has emerged as a promising approach to enhance the accuracy of data imputation in metabolomics studies.
    METHODS: In this study, we propose a novel method that leverages the information from WGS data and reference metabolites to impute unknown metabolites. Our approach utilizes a multi-scale variational autoencoder to jointly model the burden score, polygenetic risk score (PGS), and linkage disequilibrium (LD) pruned single nucleotide polymorphisms (SNPs) for feature extraction and missing metabolomics data imputation. By learning the latent representations of both omics data, our method can effectively impute missing metabolomics values based on genomic information.
    RESULTS: We evaluate the performance of our method on empirical metabolomics datasets with missing values and demonstrate its superiority compared to conventional imputation techniques. Using 35 template metabolites derived burden scores, PGS and LD-pruned SNPs, the proposed methods achieved R2-scores > 0.01 for 71.55 % of metabolites.
    CONCLUSIONS: The integration of WGS data in metabolomics imputation not only improves data completeness but also enhances downstream analyses, paving the way for more comprehensive and accurate investigations of metabolic pathways and disease associations. Our findings offer valuable insights into the potential benefits of utilizing WGS data for metabolomics data imputation and underscore the importance of leveraging multi-modal data integration in precision medicine research.
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  • 文章类型: Journal Article
    四个杆状,不活动,非孢子形成,兼性厌氧,革兰氏染色阳性乳酸菌,指定为EB0058T,SCR0080,LD0937T和SCR0063T,从不同的玉米和草青贮样品中分离。使用多相方法对分离的菌株进行了表征,并通过16SrRNA基因序列分析将EB0058T和SCR0080鉴定为玉米乳杆菌。基于全基因组序列的表征,EB0058T和SCR0080被分离为来自玉米乳杆菌DSM20178T的独特进化枝,与CECT9104和UD2202一起,其基因组序列可从NCBIGenBank获得。新亚组中的平均核苷酸同一性(ANI)值为99.9%,数字DNA-DNA杂交(dDDH)值为99.3-99.9%,分别。相比之下,将新的亚组与公开可用的玉米乳杆菌菌株的基因组序列进行比较,包括DSM20178T型应变,显示dDDH值为70.2-72.5%,ANI值为96.2-96.6%。根据它们的化学分类学,表型和系统发育特征,EB0058T和SCR0080代表玉米乳杆菌的新亚种。名称乳杆菌玉米亚种。silagei亚科。11月。提出的应变为EB0058T(=DSM116376T=NCIMB15474T)。根据16SrRNA基因测序结果,LD0937T和SCR0063T是乳杆菌组的成员。分离物LD0937T和SCR0063T之间的dDDH值为67.6%,低于70%的物种门槛,清楚地表明这两个分离株属于不同的物种。对于这两种菌株,全基因组测序显示,乳杆菌组的近亲分别为胡氏乳杆菌DSM115425(dDDH66.5和65.9%)和干酪乳杆菌DSM20011T(dDDH64.1和64.9%).基于基因组,在这项研究中获得的化学分类和形态学数据,两个新颖的物种,副乳杆菌。11月。和苯乙烯乳杆菌。11月。提出了菌株类型为LD0937T(=DSM116105T=NCIMB15471T)和SCR0063T(=DSM116297T=NCIMB15473T),分别。
    Four rod-shaped, non-motile, non-spore-forming, facultative anaerobic, Gram-stain-positive lactic acid bacteria, designated as EB0058T, SCR0080, LD0937T and SCR0063T, were isolated from different corn and grass silage samples. The isolated strains were characterized using a polyphasic approach and EB0058T and SCR0080 were identified as Lacticaseibacillus zeae by 16S rRNA gene sequence analysis. Based on whole-genome sequence-based characterization, EB0058T and SCR0080 were separated into a distinct clade from Lacticaseibacillus zeae DSM 20178T, together with CECT9104 and UD2202, whose genomic sequences are available from NCBI GenBank. The average nucleotide identity (ANI) values within the new subgroup are 99.9 % and the digital DNA-DNA hybridization (dDDH) values are 99.3-99.9 %, respectively. In contrast, comparison of the new subgroup with publicly available genomic sequences of L. zeae strains, including the type strain DSM 20178T, revealed dDDH values of 70.2-72.5 % and ANI values of 96.2-96.6 %. Based on their chemotaxonomic, phenotypic and phylogenetic characteristics, EB0058T and SCR0080 represent a new subspecies of L. zeae. The name Lacticaseibacillus zeae subsp. silagei subsp. nov. is proposed with the type strain EB0058T (=DSM 116376T=NCIMB 15474T). According to the results of 16S rRNA gene sequencing, LD0937T and SCR0063T are members of the Lacticaseibacillus group. The dDDH value between the isolates LD0937T and SCR0063T was 67.6 %, which is below the species threshold of 70 %, clearly showing that these two isolates belong to different species. For both strains, whole genome-sequencing revealed that the closest relatives within the Lacticaseibacillus group were Lacticaseibacillus huelsenbergensis DSM 115425 (dDDH 66.5 and 65.9 %) and Lacticaseibacillus casei DSM 20011T (dDDH 64.1 and 64.9 %). Based on the genomic, chemotaxonomic and morphological data obtained in this study, two novel species, Lacticaseibacillus parahuelsenbergensis sp. nov. and Lacticaseibacillus styriensis sp. nov. are proposed and the type strains are LD0937T (=DSM 116105T=NCIMB 15471T) and SCR0063T (=DSM 116297T=NCIMB 15473T), respectively.
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