Metagenomics next-generation sequencing (mNGS)

宏基因组学下一代测序 ( mNGS )
  • 文章类型: Journal Article
    Infectious diseases are a great threat to human health. Rapid and accurate detection of pathogens is important in the diagnosis and treatment of infectious diseases. Metagenomics next-generation sequencing (mNGS) is an unbiased and comprehensive approach for detecting all RNA and DNA in a sample. With the development of sequencing and bioinformatics technologies, mNGS is moving from research to clinical application, which opens a new avenue for pathogen detection. Numerous studies have revealed good potential for the clinical application of mNGS in infectious diseases, especially in difficult-to-detect, rare, and novel pathogens. However, there are several hurdles in the clinical application of mNGS, such as: (1) lack of universal workflow validation and quality assurance; (2) insensitivity to high-host background and low-biomass samples; and (3) lack of standardized instructions for mass data analysis and report interpretation. Therefore, a complete understanding of this new technology will help promote the clinical application of mNGS to infectious diseases. This review briefly introduces the history of next-generation sequencing, mainstream sequencing platforms, and mNGS workflow, and discusses the clinical applications of mNGS to infectious diseases and its advantages and disadvantages.
    传染病对人类健康产生巨大威胁。快速准确地检测出病原体对于传染病的诊断和治疗非常重要。宏基因组二代测序技术(mNGS)能无差别检测样本中所有的核酸(DNA和RNA)。随着测序和生物信息学技术的发展,mNGS正从实验室研究向临床应用迈进,为病原体检测开辟了新的途径。大量研究表明,mNGS在感染性疾病的临床应用中具有良好的潜力,尤其适用于难检测、罕见和新型病原。但是,mNGS在临床应用中仍存在一些问题:(1)缺乏通用的、可验证的工作流程和质量保证;(2)对高宿主背景和低生物量的样本不敏感;(3)缺乏对海量数据分析和报告解读的标准化指导。因此,全面了解这项新技术将有助于促进mNGS在感染性疾病中的临床应用。本文简要综述了二代测序技术的发展历史、主流测序平台和mNGS工作流程,并讨论了mNGS在感染性疾病中的临床应用及该技术的优缺点。.
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  • 文章类型: Journal Article
    Infectious diseases are a great threat to human health. Rapid and accurate detection of pathogens is important in the diagnosis and treatment of infectious diseases. Metagenomics next-generation sequencing (mNGS) is an unbiased and comprehensive approach for detecting all RNA and DNA in a sample. With the development of sequencing and bioinformatics technologies, mNGS is moving from research to clinical application, which opens a new avenue for pathogen detection. Numerous studies have revealed good potential for the clinical application of mNGS in infectious diseases, especially in difficult-to-detect, rare, and novel pathogens. However, there are several hurdles in the clinical application of mNGS, such as: (1) lack of universal workflow validation and quality assurance; (2) insensitivity to high-host background and low-biomass samples; and (3) lack of standardized instructions for mass data analysis and report interpretation. Therefore, a complete understanding of this new technology will help promote the clinical application of mNGS to infectious diseases. This review briefly introduces the history of next-generation sequencing, mainstream sequencing platforms, and mNGS workflow, and discusses the clinical applications of mNGS to infectious diseases and its advantages and disadvantages.
    传染病对人类健康产生巨大威胁。快速准确地检测出病原体对于传染病的诊断和治疗非常重要。宏基因组二代测序技术(mNGS)能无差别检测样本中所有的核酸(DNA和RNA)。随着测序和生物信息学技术的发展,mNGS正从实验室研究向临床应用迈进,为病原体检测开辟了新的途径。大量研究表明,mNGS在感染性疾病的临床应用中具有良好的潜力,尤其适用于难检测、罕见和新型病原。但是,mNGS在临床应用中仍存在一些问题:(1)缺乏通用的、可验证的工作流程和质量保证;(2)对高宿主背景和低生物量的样本不敏感;(3)缺乏对海量数据分析和报告解读的标准化指导。因此,全面了解这项新技术将有助于促进mNGS在感染性疾病中的临床应用。本文简要综述了二代测序技术的发展历史、主流测序平台和mNGS工作流程,并讨论了mNGS在感染性疾病中的临床应用及该技术的优缺点。.
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  • 文章类型: Journal Article
    对于先天性心脏手术(CHS)后感染呼吸道病毒的儿童,及时准确的病原体诊断可能具有挑战性。这通常导致药物使用欠佳和治疗延迟。宏基因组学下一代测序(mNGS)是一种快速、高效,和无偏获得微生物核酸序列的方法。这项技术有望成为一种全面的诊断工具,特别是对于传统方法检测不到的病原体。然而,mNGS在先天性心脏病感染中的疗效仍不确定.本研究旨在探讨mNGS对CHS后呼吸道病毒感染的诊断价值。
    我们对CHS后发生呼吸道感染并在2021年7月至2022年12月期间入住我们心脏中心的患者进行了回顾性分析。根据所使用的诊断方法将患者分为以下两组:(I)mNGS组(包括62名患者);和(II)常规微生物测试(CMT)组(包括70名患者)。测试来自这些患者的支气管肺泡灌洗液(BALF)样品以鉴定病原体。
    mNGS组的病毒感染和混合病毒感染的检出率均明显高于CMT组(56.45%vs.17.14%,P<0.001,80.00%vs.16.67%,分别为P<0.001)。在mNGS组中,19.35%的患者接受抗病毒治疗,61.29%接受了抗感染方案调整。相反,在CMT组中,只有4.29%接受抗病毒治疗,28.57%接受了抗感染方案调整.mNGS组呼吸道症状改善的患者比例高于CMT组(74.19%vs.44.29%,P=0.001)。此外,与CMT组相比,mNGS组的机械通气时间较短,在心脏重症监护病房的住院时间较短(P=0.012).
    将mNGS用于BALF可增强CHS后呼吸道病毒感染和共存病毒感染的检测。这有助于更精确的治疗策略,并可能导致改善患者预后。
    UNASSIGNED: Timely and accurate pathogen diagnosis can be challenging in children who contract a respiratory virus following congenital heart surgery (CHS). This often results in suboptimal drug use and treatment delays. Metagenomics next-generation sequencing (mNGS) is a swift, efficient, and unbiased method for obtaining microbial nucleic acid sequences. This technology holds promise as a comprehensive diagnostic tool, especially for pathogens undetectable by traditional methods. However, the efficacy of mNGS in the context of congenital heart disease infections remains uncertain. This study aimed to explore the diagnostic value of mNGS for respiratory virus infections post-CHS.
    UNASSIGNED: We conducted a retrospective analysis of patients who developed respiratory tract infections post-CHS and were admitted to our cardiac center between July 2021 and December 2022. The patients were categorized into the following two groups based on the diagnostic method used: (I) the mNGS group (comprising 62 patients); and (II) the conventional microbiological test (CMT) group (comprising 70 patients). Bronchoalveolar lavage fluid (BALF) samples from these patients were tested to identify pathogens.
    UNASSIGNED: The mNGS group had significantly higher detection rates for both viral infections and mixed viral infections than the CMT group (56.45% vs. 17.14%, P<0.001, and 80.00% vs. 16.67%, P<0.001, respectively). In the mNGS group, 19.35% of the patients received antiviral therapy, and 61.29% received an anti-infective regimen adjustment. Conversely, in the CMT group, only 4.29% received antiviral therapy, and 28.57% received an anti-infective regimen adjustment. A higher percentage of patients showed improved respiratory symptoms in the mNGS group than the CMT group (74.19% vs. 44.29%, P=0.001). Additionally, the mNGS group had a shorter duration of mechanical ventilation and a reduced length of stay in the cardiac intensive care unit than the CMT group (P=0.012).
    UNASSIGNED: Using mNGS for BALF enhances the detection of respiratory viral infections and coexisting viral infections post-CHS. This facilitates more precise treatment strategies and could potentially lead to improved patient outcomes.
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  • 文章类型: Journal Article
    血液是临床实践中宏基因组学下一代测序(mNGS)的常见样品来源。在这项研究中,我们的目的是检测血液mNGS在一个大型真实世界队列中的诊断价值.
    收集1,046例的血液mNGS结果,并与其他实验室检查一起进行分析。将血液mNGS的能力和准确性与其他常规方法进行了比较。
    外科部门和重症监护病房的血液mNGS阳性率均超过80%。mNGS阳性率与临床表现一致。在739个阳性样本中,532例检测为混合感染。与病原体培养相比,血mNGS对细菌和真菌检测的阴性预测值为98.9%[95CI,96.9%-100%],准确率为89.39%。与聚合物链反应相比,血液mNGS用于病毒鉴定的一致性率非常高。
    血液mNGS在检测难以培养的细菌或真菌方面具有显着的优势,病毒,和混合感染,这对外科患者的好处最大。如果怀疑特定感染,则建议将血液以外的样品用于mNGS测试。血液mNGS的报告阈值和报告标准需要优化。
    Blood is a common sample source for metagenomics next-generation sequencing (mNGS) in clinical practice. In this study, we aimed to detect the diagnostic value of blood mNGS in a large real-world cohorts.
    Blood mNGS results of 1,046 cases were collected and analyzed along with other laboratory tests. The capabilities and accuracy of blood mNGS were compared with other conventional approaches.
    Both the surgical department and the intensive care unit had a positive rate of over 80% in blood mNGS. The positive rate of mNGS was consistent with clinical manifestations. Among the 739 positive samples, 532 were detected as mixed infections. Compared to pathogen cultures, the negative predictive value of blood mNGS for bacteria and fungi detection was 98.9% [95%CI, 96.9%-100%], with an accuracy rate of 89.39%. When compared with polymer chain reaction, the consistency rates of blood mNGS for virus identification were remarkably high.
    Blood mNGS have significant advantages in detecting difficult-to-cultivate bacteria or fungi, viruses, and mixed infections, which benefits patients of surgery department the most. Samples other than blood are recommended for mNGS test if a specific infection is suspected. The reporting threshold and reporting criteria of blood mNGS need to be optimized.
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  • 文章类型: Case Reports
    背景:猫抓病通常表现为各种眼部表现,如葡萄膜炎,玻璃体炎,视网膜炎,视网膜脉络膜炎,和视神经炎.然而,很少报道眼底结节性病变。在我们的研究中,我们报告了一例Cat-Scratch病伴有双眼眼底结节状病变。
    方法:一名11岁男性,在与未接种疫苗的猫间接接触后,出现右眼葡萄膜炎和双侧眼底结节性病变。全面的辅助检查包括广角眼底照相,超声检查,荧光素眼底血管造影术,光学相干层析成像,和眼眶磁共振成像用于阐明双眼病变的多维特征.利用宏基因组学下一代测序来确认猫抓病的诊断。患者的病情在6个月的联合治疗方案包括全身施用盐酸多西环素和甲基强的松龙片剂后显示改善,以及局部应用散瞳和皮质类固醇滴眼液。
    结论:我们首次报道了1例儿童由巴尔通体感染引起的同时出现葡萄膜炎和眼底结节状病变的猫抓病。及时诊断和抗生素和皮质类固醇治疗对这些眼部疾病的预后显示出有希望的结果。
    BACKGROUND: Cat-scratch disease typically presents with various ocular manifestations such as uveitis, vitritis, retinitis, retinochoroiditis, and optic neuritis. However, fundus nodular lesions was rarely reported. In our study, we reported a case of Cat-Scratch disease with binocular fundus nodular lesions.
    METHODS: An 11-year old male presented with uveitis in the right eye and bilateral fundus nodular lesions after indirect contact with unvaccinated cats. Comprehensive ancillary examinations including wide-angle fundus photography, ultrasonography, fluorescein fundus angiography, optical coherence tomography, and orbital magnetic resonance imaging were performed to elucidate the multidimensional features of the binocular lesions. Metagenomics next-generation sequencing was utilized to confirm the diagnosis of Cat-scratch disease. The patient\'s condition showed improvement after a 6-month combination treatment regimen involving systemic administration of doxycycline hyclate and methylprednisolone tablets, as well as local application of mydriatic and corticosteroid eye drops.
    CONCLUSIONS: We firstly reported a case of Cat-scratch disease presenting simultaneously with uveitis and fundus nodular lesions caused by Bartonella henselae infection in a child. Timely diagnosis and treatment with antibiotics and corticosteroids showed promising outcomes for the prognosis of these ocular disorders.
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  • 文章类型: Journal Article
    一名儿科患者患有肾和肝脓肿(通过肝肾间隙),并通过抗生素和其他疗法康复。通过临床分析,多器官脓肿可能由血流播散性感染引起。为了鉴定病原体,我们收集了肾活检组织,拭子,和血浆样本,并使用宏基因组学下一代测序(mNGS)和一些传统方法。结果表明,微生物特别是厌氧菌血症(脆弱拟杆菌,etal.)促成了脓肿的形成。更重要的是,显示系统性人腺病毒C(HAdV-C)感染,病毒被分离。症状发作后血浆中HAdV-2中和抗体的滴度为1/4。虽然HAdV-2感染在多发性脓肿形成中的确切机制尚未阐明,在健康儿童中,在多微生物特别是厌氧性菌血症和HAdV感染的背景下,多器官脓肿的病例很少见。
    A pediatric patient suffered from renal and hepatic abscesses (through hepatorenal space) and recovered by antibiotics and other therapies. By clinical analysis, the multi-organ abscesses might be caused by bloodstream-disseminated infection. In order to identify the pathogen, we collected kidney biopsy tissue, swabs, and plasma samples, and used metagenomics next-generation sequencing (mNGS) and some traditional methods. The results revealed that polymicrobial especially anaerobic bacteremia (Bacteroides fragilis, et al.) contributed to the abscess formation. What is more, systematic human adenovirus C (HAdV-C) infection was shown, and the virus was isolated. The titer of HAdV-2 neutralizing antibodies was 1/4 in the plasma after symptoms onset. Although the exact mechanism of HAdV-2 infection in multiple abscess formation has not been clarified, the case of multi-organ abscesses in the context of polymicrobial especially anaerobic bacteremia and HAdV infection in healthy children is infrequent.
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  • 文章类型: Journal Article
    通过生物信息学技术筛选社区获得性肺炎(CAP)的相关基因,并分析关键基因的临床价值。
    从基因表达综合(GEO)数据库中筛选含有CAP患者和正常对照的基因芯片数据集。使用基因表达分析工具(GEO2R)筛选下调的差异表达基因(DEGs)。同时,基因集富集分析(GSEA)用于探索京都基因和基因组百科全书(KEGG)途径和与CAP相关的核心基因。然后将候选基因与在线孟德尔人遗传(OMIM)中报道的基因相交,并在文献检索的基础上研究了这些候选基因的临床价值。最后,回顾性分析CAP患者的临床资料。利用宏基因组学新一代测序(mNGS)高通量测序技术检测支气管肺泡灌洗液(BALF)中的病原菌类型,并通过液基细胞免疫组织化学检测关键基因的表达,分析病原菌与关键基因的相关性。
    通过维恩图的交点,鉴定了175个与CAP相关的共表达的下调的DEGs。共有4个候选基因,包括ICOS,IL7R,ITK,和ZAP70,通过构建蛋白质互助网络并对常见差异表达基因进行模块分析得到。GSEA富集途径中的核心基因与从OMIM数据库检索的相关文献中报道的CAP相关基因相交。在维恩图中,与OMIM共存的两个基因包括IL7R和PIK3R1。在考虑了我们的发现和相关文献之后,我们确定与CAP发生发展相关的关键基因是IL7R。mNGS检测到13种细菌,4种真菌,和2种病毒。根据免疫组织化学结果,发现在IL7R高表达组中检测到的细菌相对较多。
    通过对关键基因IL7R及其相关信号通路的鉴定,加深了对CAP发病机制的认识,为临床靶向治疗研究提供了理论依据。
    UNASSIGNED: To screen the related genes of community-acquired pneumonia (CAP) by bioinformatics technology, and to analyze the clinical value of key genes.
    UNASSIGNED: Gene chip data sets containing CAP patients and normal controls were screened from the Gene Expression Omnibus (GEO) database. The downregulated differentially expressed genes (DEGs) were screened using a gene expression analysis tool (GEO2R). Simultaneously, gene set enrichment analysis (GSEA) was used to explore the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway and core genes related to CAP. The candidate genes were then intersected with the genes reported in Online Mendelian Inheritance in Man (OMIM), and the clinical value of these candidate genes was examined based on a literature search. Finally, the clinical data of the CAP patients were retrospectively analyzed. Detect the type of pathogenic bacteria in bronchial-alveolar lavage fluid (BALF) using metagenomics next-generation sequencing (mNGS) high throughput sequencing technology, and detect the expression of key genes through liquid based cell immunohistochemistry to analyze the correlation between pathogenic bacteria and key genes.
    UNASSIGNED: Through the intersection of Venn diagrams, 175 co-expressed downregulated DEGs related to CAP were identified. A total of 4 candidate genes, including ICOS, IL7R, ITK, and ZAP70, were obtained by constructing the protein mutual aid network and conducting a module analysis of the common differentially expressed genes. The core genes in the GSEA enrichment pathways were intersected with the CAP-related genes reported in the relevant literature retrieved from the OMIM database. In the Venn diagram, two genes that coexist with OMIM include IL7R and PIK3R1. After considering our findings and the relevant literature, we determined that the key gene related to the occurrence and development of CAP was IL7R. The mNGS detected 13 kinds of bacteria, 4 kinds of fungi, and 2 kinds of viruses. Based on immunohistochemical results, it was found that there were relatively more bacteria detected in the IL7R high expression group.
    UNASSIGNED: The identification of the key gene IL7R and the related signaling pathways extend understanding of the pathogenesis of CAP and provide a theoretical basis for clinical targeted therapy research.
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  • 文章类型: Journal Article
    探讨宏基因组下一代测序(mNGS)在免疫功能低下患者肺囊虫肺炎(PJP)诊断中的价值。
    收集122名免疫抑制状态的PJP患者和67名非PJP患者的数据。将mNGS的诊断效能与常规方法进行比较,包括Gomori亚甲基胺银(GMS)染色和血清(1,3)-β-D-葡聚糖(BDG)。还根据mNGS结果对PJP患者的抗微生物治疗的变化进行了综述。
    mNGS对PJP的诊断灵敏度高于GMS和BDG(100%vs.15和74.5%,p<0.001)。其诊断特异性(91。%)低于GMS(100%),与BDG相似(89.6%)。除了P.jirovecii,mNGS揭示了共同病原体,例如人β-疱疹病毒5,人γ-pe病毒4和其他一些机会病原体。BALF中mNGS的读数明显高于血液样品。根据mNGS结果,89.3%的患者对初始抗菌治疗进行了修改,74例(60.7%)接受抗P.jirovecii疗法.
    mNGS在诊断PJP方面非常有效,并且擅长识别混合感染中的病原体。
    UNASSIGNED: To explore the value of metagenomic next-generation sequencing (mNGS) in diagnosing pneumocystis jiroveciipneumonia (PJP) in the immunocompromised patients.
    UNASSIGNED: Data of 122 patients with PJP in an immunosuppressed state and 67 non-PJP patients were collected. The diagnostic efficacy of mNGS was compared with the conventional methods, including Gomori methenamine silver (GMS) staining and serum (1,3)-β-D-glucan (BDG). Changes of anti-microbial therapy for patients with PJP based on mNGS results were also reviewed.
    UNASSIGNED: The diagnostic sensitivity of mNGS to PJP was higher than that of GMS and BDG (100% vs. 15 and 74.5%, p < 0.001). The diagnostic specificity (91.%) was lower than that of GMS (100%), and similar with BDG (89.6%). In addition to P. jirovecii, mNGS revealed co-pathogens like human β-herpesvirus 5, human γ-pesvirus 4, and some other opportunistic pathogens. The reads of mNGS were remarkably higher in BALF than in blood samples. Initial antimicrobial treatment was modified in 89.3% patients based on the mNGS results, and 74 cases (60.7%) were treated with anti-P. jirovecii therapy.
    UNASSIGNED: mNGS is highly efficient in diagnosing PJP and good at identifying pathogens in mixed infections.
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  • 文章类型: Journal Article
    宏基因组学新一代测序(mNGS)已越来越多地应用于临床,为传染病的病因诊断提供了有力的工具。可以根据阳性mNGS结果进行精确的治疗。然而,在临床实践中,mNGS阴性结果的作用尚不明确.
    中山医院接受mNGS检测的患者的1,021份样本的结果,复旦大学,2019年1月至2019年12月进行了分析。
    本研究中包含308个样本(30.17%)的阴性结果。阴性样本的前2种类型是血液(130/308)和组织(63/308),这在疾病中也占了最高的负比例。痰液和支气管肺泡灌洗液(BALF)更可能具有阳性结果。在假阴性结果中(定义为mNGS测试中阴性,但在其他样品类型或测定中报告为阳性),与常规微生物测定相比,发现118个样品。与培养和涂片相比,mNGS的阴性预测值(NPV)为95.79%[95CI,93.8%-97.8%]。分枝杆菌,曲霉菌,和支原体在未检测到的病原体列表中排名前3位的微生物。
    目前的数据表明,当mNGS测试为阴性时,原始样本的负预测准确率显著。然而,在做出诊断之前,应始终仔细考虑其他实验室检测结果和临床表现。
    Metagenomics next-generation sequencing (mNGS) has been increasingly used in the clinic, which provides a powerful tool for the etiological diagnosis of infectious diseases. Precise treatment can be carried out according to the positive mNGS results. However, the role of negative results of mNGS remains poorly defined in clinical practice.
    The results of 1,021 samples from patients who received the mNGS test at Zhongshan Hospital, Fudan University, between January 2019 and December 2019 were analyzed.
    There were 308 samples (30.17%) of negative results included in the current study. The top 2 types of negative samples were blood (130/308) and tissue (63/308), which also accounted for the highest negative proportion in diseases. Sputum and bronchoalveolar lavage fluid (BALF) were more likely to have positive results. In false-negative results (defined as negative in mNGS test but reported positive in other sample types or assays), 118 samples were found when compared to regular microbiological assays. The negative predictive value (NPV) of mNGS was 95.79% [95%CI, 93.8%-97.8%] as compared to culture and smear. Mycobacterium, Aspergillus, and Mycoplasma ranked as the top 3 microorganisms on the undetected pathogen list.
    The present data indicate that when the mNGS test is negative, the negative prediction accuracy rate of the original specimen is significant. However, other laboratory assays results and clinical presentations should always be carefully considered prior to drawing a diagnosis.
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