Whole genome sequencing

全基因组测序
  • 文章类型: Journal Article
    从一个密集的养牛场收集了1个月大的腹泻荷斯坦小牛的肛门拭子,分离纯化得到一株高致病性大肠杆菌。为了研究引起小牛腹泻的致病性大肠杆菌的毒力和抗性基因,本实验以从小牛腹泻样品中分离出的大肠杆菌E12作为实验材料,通过小鼠感染试验鉴定了E12毒株的毒力,通过全基因组测序获得E12菌株的全基因组图谱,并进行基因组鉴定分析。结果表明,E12菌株的致死率为100%,E12编码基因的总长度为4,294,530bp,注释4,194个功能基因的直系同源蛋白质组(COG)簇,并将测序菌株E12的毒力基因与来自致病性细菌毒力因子(VFDB)的测序菌株E12的毒力基因进行比较,在测序菌株E12中总共包含366个毒力基因。E12的毒力基因分析揭示了铁转铁蛋白系统中共有52个毒力基因,分泌系统中的56个毒力基因,细菌毒素中的41个毒力基因,Adhesin和Invasins组中共有217个毒力基因。通过抗生素抗性基因数据库(ARDB)和抗生素综合研究数据库对测序菌株E12的抗生素抗性基因进行鉴定,发现其染色体和质粒包含四类共127个抗生素抗性基因,E12携带了71个与抗生素外排泵相关的基因,36个与抗生素失活相关的基因,14种抗生素靶点改变和减少对抗生素的渗透,和6个抗生素抗性基因,抗性表型与基因型一致。在这个牧场上引起小牛腹泻的致病性大肠杆菌含有大量的毒力和抗性基因。研究结果为大肠杆菌病引起的腹泻等疾病的防治提供了理论依据。
    Anal swabs of 1-month-old Holstein calves with diarrhea were collected from an intensive cattle farm, and a highly pathogenic Escherichia coli strain was obtained by isolation and purification. To study the virulence and resistance genes of pathogenic E. coli that cause diarrhea in calves, a strain of E. coli E12 isolated from calf diarrhea samples was used as experimental material in this experiment, and the virulence of the E12 strain were identified by the mouse infection test, and the whole genome map of the E12 strain were obtained by whole-genome sequencing and analyzed for genome characterization. The results showed that the lethality of strain E12 was 100%, the total length of E12-encoded genes was 4,294,530 bp, Cluster of Orthologous Groups of proteins (COG) annotated to 4,194 functional genes, and the virulence genes of sequenced strain E12 were compared with the virulence genes of sequenced strain E12 from the Virulence Factors of Pathogenic Bacteria (VFDB), which contained a total of 366 virulence genes in sequenced strain E12. The analysis of virulence genes of E12 revealed a total of 52 virulence genes in the iron transferrin system, 56 virulence genes in the secretory system, 41 virulence genes in bacterial toxins, and a total of 217 virulence genes in the Adhesin and Invasins group. The antibiotic resistance genes of sequenced strain E12 were identified through the Antibiotic Resistance Genes Database (ARDB) and Comprehensive Antibiotic Research Database, and it was found that its chromosome and plasmid included a total of 127 antibiotic resistance genes in four classes, and that E12 carried 71 genes related to the antibiotic efflux pumps, 36 genes related to antibiotic inactivation, and 14 antibiotic target alteration and reduced penetration into antibiotics, and 6 antibiotic resistance genes, and the resistance phenotypes were consistent with the genotypes. The pathogenic E. coli that causes diarrhea in calves on this ranch contains a large number of virulence and resistance genes. The results provide a theoretical basis for the prevention and treatment of diarrhea and other diseases caused by E. coli disease.
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  • 文章类型: Journal Article
    医疗环境中铜绿假单胞菌感染的发生率,特别是在中低收入国家,正在上升。这项研究的目的是为从埃及医疗机构获得的13种铜绿假单胞菌分离株提供全面的基因组见解。使用最小抑制浓度和微量滴定板测定进行抗菌素耐药性谱和生物膜形成的表型分析,分别。全基因组测序用于鉴定序列分型,抗性,病毒组,和可移动的遗传元件。我们的研究结果表明,92.3%的分离株被归类为广泛耐药,其中53.85%表现出强大的生物膜生产能力。研究中观察到的主要克隆是ST773,其次是ST235,两者都与O11血清型相关。这些克隆与全球分离株的核心基因组多位点序列分型比较表明了它们潜在的全球扩展和适应性。很大一部分分离物含有Col质粒和各种MGE,所有这些都与抗微生物药物耐药基因有关.不同基因中的单核苷酸多态性与这些分离株的抗微生物耐药性的发展有关。总之,这项初步研究强调了广泛耐药的铜绿假单胞菌的流行,并强调了水平基因转移在各种克隆中由多种可移动遗传元件促进的作用.此外,发现特定插入序列和突变与抗生素耐药性相关.
    The incidence of Pseudomonas aeruginosa infections in healthcare environments, particularly in low-and middle-income countries, is on the rise. The purpose of this study was to provide comprehensive genomic insights into thirteen P. aeruginosa isolates obtained from Egyptian healthcare settings. Phenotypic analysis of the antimicrobial resistance profile and biofilm formation were performed using minimum inhibitory concentration and microtiter plate assay, respectively. Whole genome sequencing was employed to identify sequence typing, resistome, virulome, and mobile genetic elements. Our findings indicate that 92.3% of the isolates were classified as extensively drug-resistant, with 53.85% of these demonstrating strong biofilm production capabilities. The predominant clone observed in the study was ST773, followed by ST235, both of which were associated with the O11 serotype. Core genome multi-locus sequence typing comparison of these clones with global isolates suggested their potential global expansion and adaptation. A significant portion of the isolates harbored Col plasmids and various MGEs, all of which were linked to antimicrobial resistance genes. Single nucleotide polymorphisms in different genes were associated with the development of antimicrobial resistance in these isolates. In conclusion, this pilot study underscores the prevalence of extensively drug-resistant P. aeruginosa isolates and emphasizes the role of horizontal gene transfer facilitated by a diverse array of mobile genetic elements within various clones. Furthermore, specific insertion sequences and mutations were found to be associated with antibiotic resistance.
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  • 文章类型: Journal Article
    假中间葡萄球菌是狗的机会致病菌,越来越多地发现人类感染,经常与狗接触。我们对从动物中培养的406株假中介杆菌进行了回顾性基因分型和抗菌药物敏感性测试研究(狗,猫和水獭)和整个苏格兰的人类,从2007年到2020年。鉴定了75种序列类型(STs),在130个基因分型的分离株中,59只看过一次我们观察到苏格兰出现了两个耐甲氧西林的假中间葡萄球菌(MRSP)克隆:ST726,一种新型的局部进化克隆,和ST551,2015年在波兰首次报道,可能与从中欧向苏格兰进口动物有关。虽然ST71是检测到的最常见的假中介链球菌菌株,在其他国家已经取代ST71的其他血统,除ST551外,均检出。在96.4%的MRSP和8.4%的MSSP中检测到多药耐药(MDR)。单个MRSP分离株对莫匹罗星具有抗性。有必要对新型MDRMRSP在动物和人类中的出现和传播以及假中介链球菌中抗菌药物敏感性的变化进行持续监测,以最大程度地减少对动物和人类健康的威胁。
    Staphylococcus pseudintermedius is an opportunistic pathogen in dogs, and infection in humans is increasingly found, often linked to contact with dogs. We conducted a retrospective genotyping and antimicrobial susceptibility testing study of 406 S. pseudintermedius isolates cultured from animals (dogs, cats and an otter) and humans across Scotland, from 2007 to 2020. Seventy-five sequence types (STs) were identified, among the 130 isolates genotyped, with 59 seen only once. We observed the emergence of two methicillin resistant Staphylococcus pseudintermedius (MRSP) clones in Scotland: ST726, a novel locally-evolving clone, and ST551, first reported in 2015 in Poland, possibly linked to animal importation to Scotland from Central Europe. While ST71 was the most frequent S. pseudintermedius strain detected, other lineages that have been replacing ST71 in other countries, in addition to ST551, were detected. Multidrug resistance (MDR) was detected in 96.4% of MRSP and 8.4% of MSSP. A single MRSP isolate was resistant to mupirocin. Continuous surveillance for the emergence and dissemination of novel MDR MRSP in animals and humans and changes in antimicrobial susceptibility in S. pseudintermedius is warranted to minimise the threat to animal and human health.
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  • 文章类型: Journal Article
    顺式调控元件的变异将非编码基因组与人类病理学联系起来;然而,缺乏详细的分析工具来理解细胞水平的脑病理学与非编码变异之间的关联.CWAS-Plus,改编自用于类别范围关联测试(CWAS)的Python包,通过整合全基因组测序(WGS)和用户提供的功能数据来增强非编码变异分析。通过简化的参数设置和高效的多重测试校正方法,CWAS-Plus执行CWAS工作流程的速度比CWAS快50倍,使研究人员更容易获得和用户友好。这里,我们对转座酶可接近的染色质进行了单核测定,并进行了测序,以促进CWAS指导的细胞类型特异性增强子和启动子的非编码变异分析.检查自闭症谱系障碍WGS数据(n=7280),CWAS-Plus在保守基因座内的转录因子结合位点中鉴定出非编码从头变体关联。独立地,在阿尔茨海默病WGS数据(n=1087)中,CWAS-Plus在小胶质细胞特异性调控元件中检测到罕见的非编码变体关联。这些发现强调了CWAS-Plus在基因组疾病中的实用性和处理大规模WGS数据和多重测试校正的可扩展性。CWAS-Plus及其用户手册可在https://github.com/joonan-lab/cwas/和https://cwas-plus获得。readthedocs.io/en/latest/,分别。
    Variants in cis-regulatory elements link the noncoding genome to human pathology; however, detailed analytic tools for understanding the association between cell-level brain pathology and noncoding variants are lacking. CWAS-Plus, adapted from a Python package for category-wide association testing (CWAS), enhances noncoding variant analysis by integrating both whole-genome sequencing (WGS) and user-provided functional data. With simplified parameter settings and an efficient multiple testing correction method, CWAS-Plus conducts the CWAS workflow 50 times faster than CWAS, making it more accessible and user-friendly for researchers. Here, we used a single-nuclei assay for transposase-accessible chromatin with sequencing to facilitate CWAS-guided noncoding variant analysis at cell-type-specific enhancers and promoters. Examining autism spectrum disorder WGS data (n = 7280), CWAS-Plus identified noncoding de novo variant associations in transcription factor binding sites within conserved loci. Independently, in Alzheimer\'s disease WGS data (n = 1087), CWAS-Plus detected rare noncoding variant associations in microglia-specific regulatory elements. These findings highlight CWAS-Plus\'s utility in genomic disorders and scalability for processing large-scale WGS data and in multiple-testing corrections. CWAS-Plus and its user manual are available at https://github.com/joonan-lab/cwas/ and https://cwas-plus.readthedocs.io/en/latest/, respectively.
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  • 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
    背景:Chiari畸形II型(CMII)最初在人类中被报道为一种罕见的疾病,其特征是后脑向下突出和高耸的小脑。先天性脑畸形通常伴有脊柱裂,由脊髓神经管背侧不完全闭合引起的先天性脊柱异常,偶尔还有其他病变。在几种动物中已经报道了类似的疾病,包括牛,特别是作为一种先天性综合症。迄今为止,尚未报道牛先天性综合症Chiari样畸形(CSCM)的原因。我们收集了一系列14只受CSCM影响的荷斯坦小牛(13只纯种,一个红色丹麦乳品F1杂交)并进行了全基因组测序(WGS)。对33头牛进行了WGS,包括8例父母(三人基础;第1组),三例有一位父母(第2组),和三个单一案例(以独奏为基础;第3组)。
    结果:基于测序的13只荷斯坦牛与CSCM和166只对照的全基因组关联研究显示,基因组区域没有显著相关。假设一个Holstein品种特异性隐性等位基因,未检测到共有纯合性区域,提示异质性.随后过滤仅在单个病例的基因组中纯合的蛋白质变化变体,可以鉴定出影响不同基因的两个错义变体。第1组病例4中的SHC4和第3组病例13中的WDR45B。此外,当查询>5,100只动物的WGS数据时,仅在荷斯坦牛中观察到这两种变体。或者,在每种情况下评估潜在的从头突变事件。在第3组中的病例12中,对杂合的私有蛋白变化变体进行过滤,将一个DYNC1H1移码变体鉴定为候选的因果显性作用等位基因。最后,在所有病例中研究了较大结构DNA变异和染色体异常的存在.覆盖深度分析显示,第1组病例1和7中2号染色体片段的两个不同的部分单体,第3组WDR45B纯合病例13中12号染色体的三体性。
    结论:这项研究首次对荷斯坦牛的CSCM进行了详细的基因组评估,并提出了考虑到遗传方式的意外遗传和等位基因异质性,以及变体的类型。第一次,我们提出了候选因果变异,可以解释一定比例的受影响小牛的牛CSCM。我们提出了牛作为人类CMII的大型动物模型,并提出了新的基因和基因组变异作为动物和人类相关疾病的可能原因。
    BACKGROUND: Chiari malformation type II (CMII) was originally reported in humans as a rare disorder characterized by the downward herniation of the hindbrain and towering cerebellum. The congenital brain malformation is usually accompanied by spina bifida, a congenital spinal anomaly resulting from incomplete closure of the dorsal aspect of the spinal neural tube, and occasionally by other lesions. A similar disorder has been reported in several animal species, including cattle, particularly as a congenital syndrome. A cause of congenital syndromic Chiari-like malformation (CSCM) in cattle has not been reported to date. We collected a series of 14 CSCM-affected Holstein calves (13 purebred, one Red Danish Dairy F1 cross) and performed whole-genome sequencing (WGS). WGS was performed on 33 cattle, including eight cases with parents (trio-based; group 1), three cases with one parent (group 2), and three single cases (solo-based; group 3).
    RESULTS: Sequencing-based genome-wide association study of the 13 Holstein calves with CSCM and 166 controls revealed no significantly associated genome region. Assuming a single Holstein breed-specific recessive allele, no region of shared homozygosity was detected suggesting heterogeneity. Subsequent filtering for protein-changing variants that were only homozygous in the genomes of the individual cases allowed the identification of two missense variants affecting different genes, SHC4 in case 4 in group 1 and WDR45B in case 13 in group 3. Furthermore, these two variants were only observed in Holstein cattle when querying WGS data of > 5,100 animals. Alternatively, potential de novo mutational events were assessed in each case. Filtering for heterozygous private protein-changing variants identified one DYNC1H1 frameshift variant as a candidate causal dominant acting allele in case 12 in group 3. Finally, the presence of larger structural DNA variants and chromosomal abnormalities was investigated in all cases. Depth of coverage analysis revealed two different partial monosomies of chromosome 2 segments in cases 1 and 7 in group 1 and a trisomy of chromosome 12 in the WDR45B homozygous case 13 in group 3.
    CONCLUSIONS: This study presents for the first time a detailed genomic evaluation of CSCM in Holstein cattle and suggests an unexpected genetic and allelic heterogeneity considering the mode of inheritance, as well as the type of variant. For the first time, we propose candidate causal variants that may explain bovine CSCM in a certain proportion of affected calves. We present cattle as a large animal model for human CMII and propose new genes and genomic variants as possible causes for related diseases in both animals and humans.
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  • 文章类型: Journal Article
    背景:耐万古霉素肠球菌(VRE)是在全球耐抗生素细菌优先清单中被归类为高优先级细菌的重要病原体,以指导研究,发现,以及世界卫生组织发布的新抗生素的开发。这项研究的目的是确定风险因素,阻力,毒力,与在南非卫生系统后住院患者中循环的屎肠球菌和粪肠球菌的多药耐药和克隆谱系相关的动员体,使用全基因组测序(WGS)。
    方法:对2017年住院患者进行了为期两个月的横断面研究。直肠拭子是从城市三级医院的内科和外科病房收治的患者中收集的,和uMgungundlovu区的一所农村地区医院,南非。在补充了6mg/L万古霉素的胆汁叠氮化琼脂上筛选肠球菌对万古霉素的耐药性,并使用ROSCO试剂盒进行VRE的确认。使用常规和实时PCR方法来确定VanA的存在,VanB,VanC-2/3和VanC-1基因。使用NexteraXTDNA样品制备试剂盒(Illumina,圣地亚哥,CA,美国)和基因组测序是使用IlluminaMiSeq仪器在国家传染病测序核心设施研究所进行的,覆盖率为100倍,南非。抗生素抗性基因,毒力因子,质粒,整合子和CRISPR使用RAST进行表征,ResFinder,VirulenceFinder,PlasmidFinder,分别为PHAST和ISFinder。
    结果:测序分析表明,这些菌株具有许多对糖肽的抗性基因(vanC[100%],vex3[100%],vex2[83,33%]和vanG[16,66%]),大环内酯类,lincosamides,sterptogramineB(ermB[33,32%],伊萨[16,66%],地区和三级医院的emeA[16,66%])和四环素(tetM[33,32%])。多药外排泵,包括MATE,还鉴定了赋予对几类抗生素抗性的MFS和pmrA。观察到的主要转座因子在Tn3家族中,特别是TN1546。在地区医院的屎肠球菌中鉴定出四种单序列类型(STs),即ST822,ST636,ST97以及一个新的ST分配ST1386,而一个谱系,在三级医院检测到ST29。
    结论:该研究揭示了住院患者中多药耐药粪肠球菌和屎肠球菌的遗传多样性和高致病性。它强调了对入院患者进行常规筛查以及感染控制程序的必要性,应加强抗菌药物管理和认识,以预防和/或遏制耐多药屎肠球菌和粪肠球菌在南非医院和社区的携带和传播。
    BACKGROUND: Vancomycin-resistant enterococci (VRE) are important pathogens categorized as high-priority bacteria in the Global Priority List of Antibiotic-Resistant Bacteria to Guide Research, Discovery, and Development of New Antibiotics published by the World Health Organization. The aim of this study was to determine the risk factors, resistance, virulence, mobilomes associated with multidrug-resistant and clonal lineages of Enterococcus faecium and faecalis circulating among hospitalized patients following the health system in South Africa, using whole genome sequencing (WGS).
    METHODS: A cross-sectional study was conducted during a two-month periods among hospitalized patients in 2017. Rectal swabs were collected from patients admitted to medical and surgical wards in an urban tertiary hospital, and a rural district hospital in uMgungundlovu district, South Africa. Enterococci were screened for vancomycin resistance on bile esculin azide agar supplemented with 6 mg/L of vancomycin and confirmation of VRE was done using ROSCO kits. Conventional and real-time PCR methods were used to ascertain the presence of VanA, VanB, VanC-2/3 and VanC-1 genes. All six multidrug-resistant Enterococcus faecalis and faecium selected were identified using multiplexed paired-end libraries (2 × 300 bp) with the Nextera XT DNA sample preparation kit (Illumina, San Diego, CA, USA) and genome sequencing was done using Illumina MiSeq instrument with 100× coverage at the National Institute of Communicable Diseases Sequencing Core Facility, South Africa. Antibiotic resistance genes, virulence factors, plasmids, integrons and CRISPR were characterized using RAST, ResFinder, VirulenceFinder, PlasmidFinder, PHAST and ISFinder respectively.
    RESULTS: Sequencing analysis revealed that these strains harbouring numerous resistance genes to glycopeptides (vanC[100%], vex3[100%], vex2[83,33%] and vanG[16,66%]), macrolides, lincosamides, sterptogramine B (ermB[33,32%], Isa[16,66%], emeA[16,66%]) and tetracyclines (tetM[33,32%]) in both district and tertiary hospitals. Multidrug efflux pumps including MATE, MFS and pmrA conferring resistance to several classes of antibiotics were also identified. The main transposable elements observed were in the Tn3 family, specifically Tn1546. Four single sequence types (STs) were identified among E. faecium in the district hospital, namely ST822, ST636, ST97 along with a novel ST assigned ST1386, while one lineage, ST29 was detected in the tertiary hospital.
    CONCLUSIONS: The study reveals the genetic diversity and high pathogenicity of multidrug-resistant Enterococcus faecalis and faecium circulating among hospitalized patients. It underlines the necessity to implement routine screening of admitted patients coupled with infection control procedures, antimicrobial stewardship and awareness should be strengthened to prevent and/or contain the carriage and spread of multidrug resistant E. faecium and E. faecalis in hospitals and communities in South Africa.
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  • 文章类型: Letter
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  • 文章类型: Journal Article
    了解众多数量性状基因座(QTL)如何形成表型变异是遗传学中的重要问题。为了解决这个问题,我们建立了18,421(18K)个水稻系的永久种群,种群结构减少。我们生成了创始人的参考水平基因组组装体,并通过全基因组测序对所有18K水稻品系进行了基因分型。通过高分辨率测绘,确定了96个导致16个性状变异的高质量候选基因,包括OsMADS22和OsFTL1被证实为穗数和抽穗日期的因果基因,分别。我们确定了上位QTL对,并以19个基因为中心构建了遗传相互作用网络。总的来说,170对掩蔽性鼻塞进行了表征,是影响不同品种遗传背景效应的重要因素。该工作为指导水稻籽粒产量和品质改良提供了依据。
    Understanding how numerous quantitative trait loci (QTL) shape phenotypic variation is an important question in genetics. To address this, we established a permanent population of 18,421 (18K) rice lines with reduced population structure. We generated reference-level genome assemblies of the founders and genotyped all 18K-rice lines through whole-genome sequencing. Through high-resolution mapping, 96 high-quality candidate genes contributing to variation in 16 traits were identified, including OsMADS22 and OsFTL1 verified as causal genes for panicle number and heading date, respectively. We identified epistatic QTL pairs and constructed a genetic interaction network with 19 genes serving as hubs. Overall, 170 masking epistasis pairs were characterized, serving as an important factor contributing to genetic background effects across diverse varieties. The work provides a basis to guide grain yield and quality improvements in rice.
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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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