whole-genome sequencing

全基因组测序
  • 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
    在临床环境中,高粘膜粘性和高毒力肺炎克雷伯菌(hm-hvKp)分离株的发生和传播是世界上一个严重的公共卫生问题。然而,社区人群中这些分离株的数据有限.本研究旨在了解上海地区社区患者hm-hvKp分离株的流行情况和分子特征。中国。
    2018年,浦东新区实施了以社区腹泻病例hm-hvKp为重点的主动监测系统,上海,中国,涉及12个哨点医院.测试了粪便样品中hm-hvKp分离株的抗菌敏感性,和全基因组测序(WGS)进行预测血清型和序列类型,并确定抗菌素耐药性决定因素,毒力决定因素,和系统发育集群。
    肺炎克雷伯菌分离株的总体患病率为2.48%(31/1252),hm-hvKp的比例为1.76%(22/1252),hm非hv肺炎克雷伯菌的比例为0.72%(9/1252)。hm-hvKp分离株在不同年龄组和不同月份中的患病率有统计学意义。所有22hm-hvKp分离株对20种抗菌药物敏感,仅携带blaSHV基因,KL1和KL2分别占8例(36.36%)和7例(31.82%),分别。八个ST23/KL1分离株属于主要的CG23-I进化枝,通常具有rmpA/rmpA2-iro-iuc-ybt-irp-clb的毒力决定子谱。五个ST86/KL2分离株被分配到ST86/KL2-1的全局簇(n=2),ST86/KL2-2(n=2),ST86/KL2-3(n=1),都缺乏CLB基因.上海ST23/KL1和ST86/KL2分离株与全球肝脓肿分离株密切相关,血,还有尿液.
    Hm-hvKp由上海社区人口携带,以ST23/KL1和ST86/KL2分离株为主。不同大陆的Hm-HvKp分离株,不同的来源,不同毒力水平密切相关。有必要对社区人群中的hm-hvKp分离株进行持续监测。
    UNASSIGNED: The occurrence and dissemination of hypermucoviscous and hypervirulent Klebsiella pneumoniae (hm-hvKp) isolates in clinical settings are a critical public health problem in the world. However, the data on these isolates in community populations are limited. This study aims to understand the prevalence and molecular characteristics of hm-hvKp isolates in community patients in Shanghai, China.
    UNASSIGNED: In 2018, an active surveillance system focused on hm-hvKp in community diarrhoeal cases was implemented in Pudong New Area, Shanghai, China, involving 12 sentinel hospitals. The antimicrobial susceptibility of hm-hvKp isolates from fecal samples was tested, and whole-genome sequencing (WGS) was performed to predict the serotypes and sequence types and to identify antimicrobial resistance determinants, virulence determinants, and phylogenetic clusters.
    UNASSIGNED: The overall prevalence of hm K. pneumoniae isolates was 2.48% (31/1252), with the proportions of 1.76% (22/1252) for hm-hvKp and 0.72% (9/1252) for hm not hv K. pneumoniae. The prevalence of hm-hvKp isolates among different age groups and different months was statistically significant. All the 22 hm-hvKp isolates were susceptible to 20 antimicrobial agents and only carried bla SHV gene, and KL1 and KL2 accounted for eight (36.36%) cases and seven (31.82%) cases, respectively. The eight ST23/KL1 isolates belonged to the predominant CG23-I clade, which typically possessed the virulence determinants profile of rmpA/rmpA2-iro-iuc-ybt-irp-clb. The five ST86/KL2 isolates were assigned to the global clusters ST86/KL2-1 (n=2), ST86/KL2-2 (n=2), ST86/KL2-3 (n=1), all lack of the clb gene. Shanghai ST23/KL1 and ST86/KL2 isolates were closely related to the global isolates from liver abscesses, blood, and urine.
    UNASSIGNED: Hm-hvKp is carried by the community population of Shanghai, with ST23/KL1 and ST86/KL2 isolates predominant. Hm-hvKp isolates of different continents, different sources, and different virulence levels were closely related. Ongoing surveillance of hm-hvKp isolates in the community population is warranted.
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  • 文章类型: Case Reports
    一名30岁的韩国男子患有骨髓增生异常综合征,因未分化发热和复发性皮肤病变而入院。他接受了高剂量美罗培南的联合治疗,替加环素和阿米卡星,在住院日(HD)从血液培养物中产生耐碳青霉烯类肺炎克雷伯菌(CRKP),并携带肺炎克雷伯烯酶(KPC)-223。在HD37开始使用头孢他啶/阿维巴坦,5天后从血液培养物中根除CRKP。然而,头孢他啶/阿维巴坦治疗26天后出现携带KPC-44的耐头孢他啶/阿维巴坦的CRKP,然后出现耐头孢他啶/阿维巴坦,在HD65上分离出对碳青霉烯类敏感的携带KPC-135的肺炎克雷伯菌。KPC蛋白的3-D同源性表明,欧米茄环的热点变化可归因于头孢他啶/阿维巴坦抗性和碳青霉烯抗性的丧失。连续分离株的全基因组测序支持表型变异是由于克隆进化而不是克隆替代。从HD72开始,治疗方案从CAZ/AVI改为基于美罗培南的治疗(美罗培南1givq8小时和阿米卡星600mgiv/天)。CAZ/AVI易感CRKP再次从HD84的血液培养中出现,并且患者在HD85上过期。这是关于通过blaKPC变体的出现获得头孢他啶/阿维巴坦抗性的第一份韩国报告。
    A 30-year-old Korean man with myelodysplastic syndrome admitted hospital due to undifferentiated fever and recurrent skin lesions. He received combination therapy with high doses of meropenem, tigecycline and amikacin, yielding carbapenem resistant Klebsiella pneumoniae (CRKP) harboring K. pneumoniae carbapenemase (KPC)-2 from blood cultures on hospital day (HD) 23. Ceftazidime/avibactam was started at HD 37 and CRKP was eradicated from blood cultures after 5 days. However, ceftazidime/avibactam-resistant CRKP carrying KPC-44 emerged after 26 days of ceftazidime/avibactam treatment and then ceftazidime/avibactam-resistant, carbapenem-susceptible K. pneumoniae carrying KPC-135 was isolated on HD 65. The 3-D homology of KPC protein showed that hot spot changes in the omega loop could be attributed to ceftazidime/avibactam resistance and loss of carbapenem resistance. Whole genome sequencing of serial isolates supported that phenotypic variation was due to clonal evolution than clonal replacement. The treatment regimen was changed from CAZ/AVI to meropenem-based therapy (meropenem 1 g iv q 8 hours and amikacin 600 mg iv per day) starting with HD 72. CAZ/AVI-susceptible CRKP was presented again from blood cultures on HD 84, and the patient expired on HD 85. This is the first Korean report on the acquisition of ceftazidime/avibactam resistance through the emergence of blaKPC variants.
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  • 文章类型: Journal Article
    疫情对公众健康构成风险,特别是在致病时,高毒力,和/或多重耐药生物体(MDRO)参与。在医院里,脆弱的人群,如免疫抑制者,重症监护病人,新生儿的风险最大。快速准确的疫情检测对于在临床领域实施有效的干预措施以控制和阻止进一步的传播至关重要。全基因组测序(WGS)领域的进步降低了成本,容量增加,并提高了结果的可重复性。WGS现在有可能彻底改变疫情的调查和管理,取代传统的基因分型和其他歧视系统。这里,我们概述了实施WGS调查医疗机构疫情暴发的具体程序和方案.
    Outbreaks are a risk to public health particularly when pathogenic, hypervirulent, and/or multidrug-resistant organisms (MDROs) are involved. In a hospital setting, vulnerable populations such as the immunosuppressed, intensive care patients, and neonates are most at risk. Rapid and accurate outbreak detection is essential to implement effective interventions in clinical areas to control and stop further transmission. Advances in the field of whole genome sequencing (WGS) have resulted in lowered costs, increased capacity, and improved reproducibility of results. WGS now has the potential to revolutionize the investigation and management of outbreaks replacing conventional genotyping and other discrimination systems. Here, we outline specific procedures and protocols to implement WGS into investigation of outbreaks in healthcare settings.
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  • 文章类型: Journal Article
    使用替代生物可以使研究人员能够安全地在更广泛的条件下进行病原体研究。能够区分实验中使用的替代品和背景污染以及不同的实验将进一步改善研究工作。一种有效的方法是将独特的遗传条形码引入替代基因组并使用定量聚合酶链反应(qPCR)跟踪它们的存在。在这份报告中,我们使用了CRISPR-Cas9方法,它使用一个质粒和一个转化步骤将五个不同的条形码插入苏云金芽孢杆菌,当需要风险组1生物时,炭疽芽孢杆菌的成熟替代品。我们随后开发了用于条形码检测的qPCR测定,并通过孢子形成和萌发的五个循环成功地证明了基因组内条形码的稳定性。此外,我们对这些修饰的菌株进行了全基因组测序,并分析了187个潜在的Cas9脱靶位点.我们发现在工程菌株中观察到的突变与预测的脱靶位点之间没有相关性,表明这种基因组工程策略并未直接导致基因组中的脱靶突变.这种简单的方法有可能简化条形码苏云金芽孢杆菌菌株的创建,以用于未来的替代基因组研究。
    目的:使用炭疽芽孢杆菌作为生物毒剂对公共卫生和国家安全构成重大挑战。炭疽杆菌替代品,像苏云金芽孢杆菌,是安全地了解炭疽芽孢杆菌特性的宝贵工具,而不会因使用炭疽芽孢杆菌的强毒株而引起安全问题。我们报告了一种使用CRISPR-Cas9方法将条形码插入苏云金芽孢杆菌的简单方法,并随后通过定量聚合酶链反应(qPCR)进行跟踪。此外,苏云金芽孢杆菌的全基因组测序数据和CRISPR-Cas9脱靶分析提示,这种基因编辑方法并未直接导致基因组中不需要的突变.这项研究应有助于方便地开发带条形码的苏云金芽孢杆菌替代菌株,在芽孢杆菌属物种的其他生物技术应用中。
    The use of surrogate organisms can enable researchers to safely conduct research on pathogens and in a broader set of conditions. Being able to differentiate between the surrogates used in the experiments and background contamination as well as between different experiments will further improve research efforts. One effective approach is to introduce unique genetic barcodes into the surrogate genome and track their presence using the quantitative polymerase chain reaction (qPCR). In this report, we utilized the CRISPR-Cas9 methodology, which employs a single plasmid and a transformation step to insert five distinct barcodes into Bacillus thuringiensis, a well-established surrogate for Bacillus anthracis when Risk Group 1 organisms are needed. We subsequently developed qPCR assays for barcode detection and successfully demonstrated the stability of the barcodes within the genome through five cycles of sporulation and germination. Additionally, we conducted whole-genome sequencing on these modified strains and analyzed 187 potential Cas9 off-target sites. We found no correlation between the mutations observed in the engineered strains and the predicted off-target sites, suggesting this genome engineering strategy did not directly result in off-target mutations in the genome. This simple approach has the potential to streamline the creation of barcoded B. thuringiensis strains for use in future studies on surrogate genomes.
    OBJECTIVE: The use of Bacillus anthracis as a biothreat agent poses significant challenges for public health and national security. Bacillus anthracis surrogates, like Bacillus thuringiensis, are invaluable tools for safely understanding Bacillus anthracis properties without the safety concerns that would arise from using a virulent strain of Bacillus anthracis. We report a simple method for barcode insertion into Bacillus thuringiensis using the CRISPR-Cas9 methodology and subsequent tracking by quantitative polymerase chain reaction (qPCR). Moreover, whole-genome sequencing data and CRISPR-Cas9 off-target analyses in Bacillus thuringiensis suggest that this gene-editing method did not directly cause unwanted mutations in the genome. This study should assist in the facile development of barcoded Bacillus thuringiensis surrogate strains, among other biotechnological applications in Bacillus species.
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  • 文章类型: Journal Article
    2019冠状病毒病(COVID-19)是一种以呼吸道和胃肠道症状为特征的病毒感染。这种感染的病原体是严重急性呼吸道综合症冠状病毒2(SARS-CoV-2)。基因组研究有助于理解发病机理,流行病学,以及在对抗COVID-19的斗争中制定治疗和预防策略。
    在2021-2022年期间,从无症状和有症状的患者中收集鼻咽和口咽拭子样本,以通过使用实时逆转录酶检测SARS-CoV-2,cDNA合成,通过下一个基因组测序进行全基因组测序,分析SARS-CoV-2序列数据和谱系以及关注分配的变体以及系统发育分析。
    由塞内加尔基因组聚集的BA.2.10和BA.4.1.1谱系表明感染的传播。同样,在第二波期间,三角洲样本之间的高度聚类表明可能通过本地传输进行输入和随后的传播。
    此类研究对于了解局部循环SARS-CoV-2多样性的特征和起源非常重要,以防止进一步传播。
    UNASSIGNED: The coronavirus disease 2019 (COVID-19) is a viral infection characterized by respiratory and gastrointestinal symptoms. The causative agent of this infection is the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The genomic study helps in understanding the pathogenesis, epidemiology, and the development of therapeutic and preventive strategies in the combat against COVID-19.
    UNASSIGNED: Nasopharyngeal and oropharyngeal swab samples were collected from asymptomatic and symptomatic patients during the time period of 2021-2022 for the detection of SARS-CoV-2 by employing real-time reverse transcriptase, cDNA synthesis, whole-genome sequencing by next-genome sequencing, analysis of SARS-CoV-2 sequence data and lineage and variant of concern assignment along with phylogenetic analysis.
    UNASSIGNED: Lineages BA.2.10 and BA.4.1.1 clustered with genomes from Senegal suggested the spread of infections. Similarly, high clustering among delta samples during the second wave showed possible importation and subsequent spread via local transmission.
    UNASSIGNED: Studies like these are important to understand the characteristics and origins of locally circulating SARS-CoV-2 diversity in order to prevent further spread.
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  • 文章类型: Journal Article
    嗜麦芽窄食单胞菌复合体(Smc)已成为导致死亡率增加的重要医院病原体,特别是在血液感染的情况下。
    这项研究采用全基因组测序(WGS)来评估遗传多样性,抗菌素耐药性概况,从9年的菌血症病例中获得的55株嗜麦芽嗜血杆菌分离株的分子流行病学和毒力基因频率。
    基于95%平均核苷酸同一性(ANI)和70%数字DNA-DNA杂交(dDDH)的阈值,我们将37个分离株分为6个已知物种,都属于Smc。在这项研究中测序的其余18个分离株被分配给6个新的基因组物种。在55个分离株中,我们确定了44种不同的序列类型(ST),包括22个已知的和22个新的等位基因组合。Smc对甲氧苄啶-磺胺甲恶唑(TMP/SMX)的耐药率为3.6%,在这些分离物中检测到sul1和一类整合子整合酶基因(intI)。所有Smc分离株都对米诺环素敏感。此外,所有Smc菌株都带有mota,pilu,smf-1和Stmpr2基因。同源物种1(100%,n=9),嗜麦芽窄食单胞菌(84.21%,n=19)和窄食单胞菌(71.43%,n=7)表明afaD基因的百分比较高,这也与较高的分离率有关。除了mota,pilu,smf-1和Stmpr2基因,所有嗜麦芽窄食链球菌菌株(100%)都含有entA,gspD,卡塔,和stmPr1基因,虽然所有基因物种1菌株(100%)都含有afaD,entA,gspD,和KatA基因.
    我们的研究强调了来自菌血症患者的Smc分离株的遗传多样性,揭示了22种新颖的ST类型,58个新等位基因和6个新基因组。研究发现嗜麦芽窄食链球菌和巴氏链球菌携带更多的毒力因子,强调准确菌株识别的重要性。对于对TMP/SMX耐药的患者,米诺环素是一种有前途的替代抗生素。
    UNASSIGNED: The Stenotrophomonas maltophilia complex (Smc) has emerged as a significant nosocomial pathogen contributing to increased mortality rates, particularly in case of bloodstream infections.
    UNASSIGNED: This study employed whole-genome sequencing (WGS) to assess the genetic diversity, antimicrobial resistance profiles, molecular epidemiology and frequencies of virulence genes among 55 S. maltophilia isolates obtained from bacteremic cases over a 9-year period.
    UNASSIGNED: Based on the threshold of 95% average nucleotide identity (ANI) and 70% digital DNA-DNA hybridization (dDDH) for genospecies delineation, we classified 37 isolates into 6 known species, all belonging to the Smc. The remaining 18 isolates sequenced in this study were assigned to 6 new genomospecies. Among the 55 isolates, we identified 44 different sequence types (STs), comprising 22 known and 22 novel allele combinations. The resistance rate of Smc against trimethoprim-sulfamethoxazole (TMP/SMX) was found to be 3.6%, with the sul1 and class one integron integrase genes (intI) detected in these isolates. All Smc isolates were susceptible to minocycline. Furthermore, all Smc strains harbored the motA, pilU, smf-1 and Stmpr2 genes. Genomospecies 1 (100%, n = 9), Stenotrophomonas maltophilia (84.21%, n = 19) and Stenotrophomonas sepilia (71.43%, n = 7) demonstrated a higher percentage of the afaD gene, which was also associated with a higher separation rate. In addition to motA, pilU, smf-1, and Stmpr2 genes, all S. maltophilia strains (100%) contained entA, gspD, KatA, and stmPr1 genes, while all genomospecies 1 strains (100%) contained afaD, entA, gspD, and KatA genes.
    UNASSIGNED: Our study highlights the genetic diversity among Smc isolates from patients with bacteremia, revealing 22 novel ST types, 58 new alleles and 6 new genomospecies. S. maltophilia and S. pavanii were found to carry more virulence factors, emphasizing the importance of accurate strain identification. Minocycline emerged as a promising alternative antibiotic for patients who were resistant to TMP/SMX.
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  • 文章类型: Journal Article
    背景:耐万古霉素的屎肠球菌(VREfm)是重要的院内病原体。序列类型(ST)80vanA编码VREfm在爱尔兰医院中占主导地位,但是对它们的传播知之甚少。
    目的:使用全基因组测序研究爱尔兰医院(H1)的两个病房中主要复合型(CT)VREfm的传播和持久性,以及它们在医院内和医院间的传播。
    方法:进行直肠筛查(N=330,2019年9月-2022年12月)和环境(N=48,2022年11月-2022年12月)。通过核心基因组多位点序列分型(cgMLST)和核心基因组单核苷酸多态性(cgSNP)分析评估分离株的相关性。可能的传输链是使用SeqTrack(https://graphsnp。fordelab.com/graphsnp)使用cgSNP数据和恢复位置。还调查了包括H1(2017年6月至2022年7月)在内的7家爱尔兰医院的特征良好的屎肠球菌(N=908)。
    结果:常规MLST将分离株分配给9个ST(ST80,82%)。cgMLST鉴定了相关分离株(≤20个等位基因差异)的三个主要ST80CT(CT2933,CT2932和CT1916)(占分离株的55%)。cgSNP分析将这些CT分成多个不同的密切相关的基因组簇(≤10个cgSNP)。Parisionious网络构建确定了55种可能的行间和行内传播,在患者≤30天之间提供流行病学支持,涉及来自7个基因组簇的73个分离株(≤10个cgSNP)。确定了许多其他可能在较长时间内传播,而没有明显的流行病学联系,表明持久性和身份不明的水库有助于传播。在七家医院中,三个CT在屎肠球菌(N=1,286)中占主导地位,强调没有已知流行病学联系的医院间传播。
    结论:这项研究揭示了三种主要CTST80VREfm谱系的长期院内和院内优势,广泛传播和持久性,牵涉到身份不明的水库。
    BACKGROUND: Vancomycin-resistant Enterococcus faecium (VREfm) are significant nosocomial pathogens. Sequence type (ST)80 vanA-encoding VREfm predominate in Irish hospitals, but their transmission is poorly understood.
    OBJECTIVE: To investigate transmission and persistence of predominant complex type (CT) VREfm in two wards of an Irish hospital (H1) using whole-genome sequencing, and their intra- and inter-hospital dissemination.
    METHODS: Rectal screening (N=330, September 2019-December 2022) and environmental (N=48, November 2022-December 2022) E. faecium were investigated. Isolate relatedness was assessed by core-genome multilocus sequence typing (cgMLST) and core-genome single nucleotide polymorphism (cgSNP) analysis. Likely transmission chains were identified using SeqTrack (https://graphsnp.fordelab.com/graphsnp) using cgSNP data and recovery location. Well-characterised E. faecium (N=908) from seven Irish hospitals including H1 (June 2017-July 2022) were also investigated.
    RESULTS: Conventional MLST assigned isolates to nine STs (ST80, 82%). cgMLST identified three predominant ST80 CTs (CT2933, CT2932 and CT1916) (55% of isolates) of related isolates (≤20 allelic differences). cgSNP analysis differentiated these CTs into multiple distinct closely related genomic clusters (≤10 cgSNPs). Parisimonious network construction identified 55 likely inter- and intra-ward transmissions with epidemiological support between patients ≤30 days involving 73 isolates (≤10 cgSNPs) from seven genomic clusters. Numerous other likely transmissions over longer time periods without evident epidemiological links were identified, suggesting persistence and unidentified reservoirs contribute to dissemination. The three CTs predominated among E. faecium (N=1,286) in seven hospitals, highlighting inter-hospital spread without known epidemiological links.
    CONCLUSIONS: This study revealed the long-term intra- and inter-hospital dominance of three major CT ST80 VREfm lineages, widespread transmission and persistence, implicating unidentified reservoirs.
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  • 文章类型: Journal Article
    在这里,我们结合了不同的生物信息学工具和数据库(BV-BRC,ResFinder,RAST,和KmerResistance),以对107个纹状体棒状杆菌分离株的基因组序列中的抗菌素耐药性(AMR)进行预测,可以检索到可靠的抗菌素敏感性(AST)表型。然后,AMR预测的可靠性通过不同指标进行评估:ROC曲线下面积(AUC);主要误差率(MERs)和非常主要误差率(VMERs);马修斯相关系数(MCC);F1评分;准确性.在纹状体梭菌分离物中可靠检测到的15个基因中,只有tetW产生的四环素耐药预测值符合食品和药物管理局(FDA)的质量标准(MER<3.0%和VMER的95%C.I.≤1.5-≤7.5%);这伴随着该基因的MCC评分高于0.9.值得注意的是,我们的结果表明,其他常用指标(AUC,F1分数,和准确性)可能会对不平衡数据集上的AMR预测可靠性进行过度乐观的评估。因此,通过PCR在其他多药耐药棒状杆菌属上测试了10个基因。分离株(n=18),tetW基因与AST谱表现出最佳的一致性值(94.11%)。总的来说,我们的结果表明,基于基因组的AMR预测对于新出现的棒状杆菌属的MDR临床分离株仍然具有挑战性.
    Herein, we combined different bioinformatics tools and databases (BV-BRC, ResFinder, RAST, and KmerResistance) to perform a prediction of antimicrobial resistance (AMR) in the genomic sequences of 107 Corynebacterium striatum isolates for which trustable antimicrobial susceptibility (AST) phenotypes could be retrieved. Then, the reliabilities of the AMR predictions were evaluated by different metrics: area under the ROC curve (AUC); Major Error Rates (MERs) and Very Major Error Rates (VMERs); Matthews Correlation Coefficient (MCC); F1-Score; and Accuracy. Out of 15 genes that were reliably detected in the C. striatum isolates, only tetW yielded predictive values for tetracycline resistance that were acceptable considering Food and Drug Administration (FDA)\'s criteria for quality (MER < 3.0% and VMER with a 95% C.I. ≤1.5-≤7.5%); this was accompanied by a MCC score higher than 0.9 for this gene. Noteworthy, our results indicate that other commonly used metrics (AUC, F1-score, and Accuracy) may render overoptimistic evaluations of AMR-prediction reliabilities on imbalanced datasets. Accordingly, out of 10 genes tested by PCR on additional multidrug-resistant Corynebacterium spp. isolates (n = 18), the tetW gene rendered the best agreement values with AST profiles (94.11%). Overall, our results indicate that genome-based AMR prediction can still be challenging for MDR clinical isolates of emerging Corynebacterium spp.
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  • 文章类型: Journal Article
    粉刺杆菌是青春期以来人类皮肤微生物组最丰富的细菌,参与皮肤稳态和疾病。这里,我们从1,234个分离基因组中证明了痤疮丙酸杆菌的个体和生态位异质性。皮肤病(特应性皮炎和痤疮)和身体部位形状基因组的分歧。痤疮,源于水平基因转移和选择压力。C.痤疮具有特征性的代谢功能,较少的抗生素抗性基因和毒力因子,与表皮葡萄球菌相比,基因组更稳定。整合的基因组,转录组,菌株水平的代谢组分析揭示了痤疮梭菌的功能特征。与转录组签名一致,富含皮脂的环境中的痤疮丙酸杆菌对角质形成细胞诱导毒性和促炎作用。L-肌肽,抗氧化应激代谢产物,在特应性皮炎的痤疮丙酸杆菌代谢组中上调并减轻皮肤炎症。总的来说,我们的研究揭示了基因和微环境对痤疮丙酸杆菌功能的共同影响。
    Cutibacterium acnes is the most abundant bacterium of the human skin microbiome since adolescence, participating in both skin homeostasis and diseases. Here, we demonstrate individual and niche heterogeneity of C. acnes from 1,234 isolate genomes. Skin disease (atopic dermatitis and acne) and body site shape genomic differences of C. acnes, stemming from horizontal gene transfer and selection pressure. C. acnes harbors characteristic metabolic functions, fewer antibiotic resistance genes and virulence factors, and a more stable genome compared with Staphylococcus epidermidis. Integrated genome, transcriptome, and metabolome analysis at the strain level unveils the functional characteristics of C. acnes. Consistent with the transcriptome signature, C. acnes in a sebum-rich environment induces toxic and pro-inflammatory effects on keratinocytes. L-carnosine, an anti-oxidative stress metabolite, is up-regulated in the C. acnes metabolome from atopic dermatitis and attenuates skin inflammation. Collectively, our study reveals the joint impact of genes and the microenvironment on C. acnes function.
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