NGS, next generation sequencing

NGS,下一代测序
  • 文章类型: Journal Article
    头颈部鳞状细胞癌(HNSCC)的转录组分析对于理解HNSCC肿瘤的复杂生物学至关重要。MAPKAPK2或MK2是参与HNSCC进展的关键基因的mRNA转换的关键调节剂。然而,肿瘤的以MK2为中心的转录组概况尚不清楚。这项研究探讨了HNSCC与MK2在连接处的进展,以描绘肿瘤环境中MK2的生物学相关性和复杂的串扰。我们对HNSCC细胞和异种移植肿瘤进行了基于下一代测序的转录组分析,以确定MK2野生型和MK2敲低条件下的mRNA表达谱。使用基因表达测定验证了这些发现,免疫组织化学,和成绩单营业额研究。这里,我们通过注释和差异基因表达分析鉴定了一组关键的MK2调控候选基因.调节网络和途径富集揭示了它们在HNSCC发病机理中的重要性和参与。此外,基于3'-UTR的过滤识别了重要的MK2调节的下游靶基因,并通过nCounter基因表达测定对其进行了验证。最后,免疫组织化学和转录稳定性研究揭示了MK2在调节HNSCC中IGFBP2,MUC4和PRKAR2B的转录转换中的推定作用。最后,在这项研究中鉴定了MK2调节的候选基因,阐明了它们在HNSCC发病机制中的可能参与。这些基因具有作为HNSCC的诊断和治疗干预的目标的研究价值。
    Transcriptome analysis of head and neck squamous cell carcinoma (HNSCC) has been pivotal to comprehending the convoluted biology of HNSCC tumors. MAPKAPK2 or MK2 is a critical modulator of the mRNA turnover of crucial genes involved in HNSCC progression. However, MK2-centric transcriptome profiles of tumors are not well known. This study delves into HNSCC progression with MK2 at the nexus to delineate the biological relevance and intricate crosstalk of MK2 in the tumor milieu. We performed next-generation sequencing-based transcriptome profiling of HNSCC cells and xenograft tumors to ascertain mRNA expression profiles in MK2-wild type and MK2-knockdown conditions. The findings were validated using gene expression assays, immunohistochemistry, and transcript turnover studies. Here, we identified a pool of crucial MK2-regulated candidate genes by annotation and differential gene expression analyses. Regulatory network and pathway enrichment revealed their significance and involvement in the HNSCC pathogenesis. Additionally, 3\'-UTR-based filtering recognized important MK2-regulated downstream target genes and validated them by nCounter gene expression assays. Finally, immunohistochemistry and transcript stability studies revealed the putative role of MK2 in regulating the transcript turnover of IGFBP2, MUC4, and PRKAR2B in HNSCC. Conclusively, MK2-regulated candidate genes were identified in this study, and their plausible involvement in HNSCC pathogenesis was elucidated. These genes possess investigative values as targets for diagnosis and therapeutic interventions for HNSCC.
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  • 文章类型: Journal Article
    表达α-β或γ-δT细胞受体(TCR)的T细胞是适应性免疫系统的关键前哨,受体多样性对于抵抗广泛的病原体和试剂的保护性免疫至关重要。可用于分析TCR克隆型特征的程序可能会限制没有编码专业知识的用户。由于手动处理步骤,当前的分析管道可能效率低下,对数据输入错误开放,并具有多种分析工具,这些工具具有独特的输入,需要编码专业知识。在这里,我们提出了一个为用户设计的定制webtool,无论编码专业知识如何,创造了\'TCR_Explore\',能够通过Sanger测序或下一代测序(NGS)平台进行分析。Further,TCR_Explore结合了用于Sanger测序的自动化质量控制步骤。在通用转换为TCR_Explore文件格式后,可以为不同的测序平台创建灵活的和可发布的数字。TCR_Explore将增强用户对新的和现有的数据集进行深入的TCR库分析的能力,以鉴定与健康和疾病相关的T细胞克隆型。Web应用程序位于https://tcr-explore。erc.莫纳什.edu让用户以交互方式探索TCR库数据集。
    T cells expressing either alpha-beta or gamma-delta T cell receptors (TCR) are critical sentinels of the adaptive immune system, with receptor diversity being essential for protective immunity against a broad array of pathogens and agents. Programs available to profile TCR clonotypic signatures can be limiting for users with no coding expertise. Current analytical pipelines can be inefficient due to manual processing steps, open to data entry errors and have multiple analytical tools with unique inputs that require coding expertise. Here we present a bespoke webtool designed for users irrespective of coding expertise, coined \'TCR_Explore\', enabling analysis either derived via Sanger sequencing or next generation sequencing (NGS) platforms. Further, TCR_Explore incorporates automated quality control steps for Sanger sequencing. The creation of flexible and publication ready figures are enabled for different sequencing platforms following universal conversion to the TCR_Explore file format. TCR_Explore will enhance a user\'s capacity to undertake in-depth TCR repertoire analysis of both new and pre-existing datasets for identification of T cell clonotypes associated with health and disease. The web application is located at https://tcr-explore.erc.monash.edu for users to interactively explore TCR repertoire datasets.
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  • 文章类型: Journal Article
    欧盟体外诊断设备法规(IVDR)旨在对诊断设备进行基于风险和目的的透明验证。将结果可追溯到唯一标识的设备,和上市后的监督。IVDR规范设计,设备的制造和投入使用,但不是使用这些设备的医疗服务。在没有合适的商业设备的情况下,实验室可以诉诸实验室开发的测试(LDT)进行内部使用。纪录片义务(IVDR艺术5.5),附件一的性能和安全规范,并在ISO15189等效质量体系下进行开发和制造。LDT服务于特定的临床需求,通常用于低容量利基应用,或者对应于新测试和治疗的转化阶段,通常与患者护理密切相关。由于一些商业测试可能会随着IVDR的推出而消失,许多将需要紧急更换LDT。工作量还将取决于对商业测试的哪些修改将其转变为LDT,以及国家立法者和主管当局(CA)将如何处理新的权限和责任。我们讨论了对ISO15189的适当解释,以涵盖IVDR要求。选定的案例说明了涵盖医疗需求的LDT实施,并对预期使用和/或设备设计产生的风险进行了相应的管理。IVDR的意外附带损害包括无利可图的利基应用的损失,成本增加和资源浪费,以及将创新研究迁移到更具成本效益的环境。考虑到当地的具体情况,立法框架应减少医疗保健系统的负担和相关的机会成本,通过勤勉利用现有的框架。
    The EU In-Vitro Diagnostic Device Regulation (IVDR) aims for transparent risk-and purpose-based validation of diagnostic devices, traceability of results to uniquely identified devices, and post-market surveillance. The IVDR regulates design, manufacture and putting into use of devices, but not medical services using these devices. In the absence of suitable commercial devices, the laboratory can resort to laboratory-developed tests (LDT) for in-house use. Documentary obligations (IVDR Art 5.5), the performance and safety specifications of ANNEX I, and development and manufacture under an ISO 15189-equivalent quality system apply. LDTs serve specific clinical needs, often for low volume niche applications, or correspond to the translational phase of new tests and treatments, often extremely relevant for patient care. As some commercial tests may disappear with the IVDR roll-out, many will require urgent LDT replacement. The workload will also depend on which modifications to commercial tests turns them into an LDT, and on how national legislators and competent authorities (CA) will handle new competences and responsibilities. We discuss appropriate interpretation of ISO 15189 to cover IVDR requirements. Selected cases illustrate LDT implementation covering medical needs with commensurate management of risk emanating from intended use and/or design of devices. Unintended collateral damage of the IVDR comprises loss of non-profitable niche applications, increases of costs and wasted resources, and migration of innovative research to more cost-efficient environments. Taking into account local specifics, the legislative framework should reduce the burden on and associated opportunity costs for the health care system, by making diligent use of existing frameworks.
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  • 文章类型: Journal Article
    未经证实:基因检测仍然很少用于诊断血脂异常,尽管决定血脂水平的基因变异并不少见。
    UNASSIGNED:从与家族性高胆固醇血症(LDLR,APOB,PCSK9,HMGCR,APOE)在具有极高血浆浓度的低密度脂蛋白(LDL)胆固醇的受试者的心血管队列中,我们在APOB基因中发现并鉴定了一个新的点突变,这与极低水平的载脂蛋白B(ApoB)和LDL胆固醇有关。
    UNASSIGNED:APOBc.6943G>T在APOB基因中的外显子26水平诱导过早终止密码子,并产生具有野生型ApoB-100(ApoB-51)质量的51%的蛋白质,在残基2315的水平上截断。过早的终止密码子出现在合成ApoB-48所需的终止密码子之后,从而允许在肠道水平产生乳糜微粒,从而避免潜在的营养损害。APOBc.6943G>T的杂合载体,尽管除血脂异常外,包括所有传统危险因素的风险非常高,冠状动脉造影正常,在20年随访期间未报告任何重大不良心血管事件,从而从基因变异中获得保护动脉粥样硬化的优势,显然没有任何代谢报复。
    UNASSIGNED:我们的数据支持在特征明确的临床环境中使用靶向NGS,他们也表明了这一点。部分阻断ApoB的产生可能具有良好的耐受性并改善心血管结局.
    UNASSIGNED: Genetic testing is still rarely used for the diagnosis of dyslipidemia, even though gene variants determining plasma lipids levels are not uncommon.
    UNASSIGNED: Starting from a a pilot-analysis of targeted Next Generation Sequencing (NGS) of 5 genes related to familial hypercholesterolemia (LDLR, APOB, PCSK9, HMGCR, APOE) within a cardiovascular cohort in subjects with extreme plasma concentrations of low-density lipoprotein (LDL) cholesterol, we discovered and characterized a novel point mutation in the APOB gene, which was associated with very low levels of apolipoprotein B (ApoB) and LDL cholesterol.
    UNASSIGNED: APOB c.6943 G > T induces a premature stop codon at the level of exon 26 in the APOB gene and generates a protein which has the 51% of the mass of the wild type ApoB-100 (ApoB-51), with a truncation at the level of residue 2315. The premature stop codon occurs after the one needed for the synthesis of ApoB-48, allowing chylomicron production at intestinal level and thus avoiding potential nutritional impairments. The heterozygous carrier of APOB c.6943G > T, despite a very high-risk profile encompassing all the traditional risk factors except for dyslipidemia, had normal coronary arteries by angiography and did not report any major adverse cardiovascular event during a 20-years follow-up, thereby obtaining advantage from the gene variant as regards protection against atherosclerosis, apparently without any metabolic retaliation.
    UNASSIGNED: Our data support the use of targeted NGS in well-characterized clinical settings, as well as they indicate that.a partial block of ApoB production may be well tolerated and improve cardiovascular outcomes.
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  • 文章类型: Journal Article
    听力损失(HL)是最普遍的感觉障碍,其病因来自环境和/或遗传因素。大约60%的HL病例是由于负责维持正常听力功能的基因突变。尽管遗传性听力损失(HHL)的单基因遗传,它的诊断是具有挑战性的临床和遗传异质性特征。通过下一代测序(NGS)技术的发展,在过去的十年中,导致HHL的已鉴定突变数量呈指数增长。在一些非综合征性遗传性听力损失(NSHHL)的患者中已经报道了TMC1的突变,更确切地说,在具有常染色体隐性遗传模式的情况下。在这项研究中,我们对一个常染色体隐性遗传非综合征性听力损失(ARNSHL)的阿拉伯联合酋长国(UAE)家庭进行了全外显子组测序(WES)分析.该分析揭示了TMC1错义突变c.596A>T的分离(p。Asn199Ile)患有这种疾病。生物信息学分析支持了这种突变的致病作用,并预测了其在蛋白质组学水平上的影响。TMC2WT的分子对接分析,TMC2R123K,TMC2Q205R,和TMC2R123K+Q205R。最后,蛋白质对接结果表明TMC2变体在所研究家族中观察到的表型变异性中的作用。
    Hearing loss (HL) is the most prevalent sensory disorder whose etiology comes from environmental and/or genetic factors. Approximately 60 % of HL cases are due to mutations in genes responsible for maintaining a normal hearing function. Despite the monogenic inheritance of hereditary hearing loss (HHL), its diagnosis is challenging as both clinical and genetic heterogeneity characterizes it. Through the development of next-generation sequencing (NGS) techniques, the number of identified mutations responsible for HHL has increased exponentially during the last decade. Mutations in the TMC1 have been reported in several patients with nonsyndromic hereditary hearing loss (NSHHL), more precisely in cases with an autosomal recessive inheritance pattern. In this study, we conducted whole-exome sequencing (WES) analysis of a United Arabs Emirates (UAE) family with autosomal recessive nonsyndromic hearing loss (ARNSHL). This analysis revealed segregation of the TMC1 missense mutation c.596A > T (p.Asn199Ile) with the disease. Bioinformatics analysis supported the pathogenic effect of this mutation and predicted its impact at the proteomics level. Molecular docking analysis of TMC2WT, TMC2R123K, TMC2Q205R, and TMC2R123K + Q205R. Finally, protein docking results suggest a role for TMC2 variants in the phenotypic variability observed within the investigated family.
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  • 文章类型: Journal Article
    未经证实:MicroRNAs(miRNAs)正在作为各种疾病的生物标志物推出,但是关节软骨病理学的强大生物标志物尚未被发现。在这里,我们评估血浆细胞外囊泡(EV)miRNA作为骨关节炎(OA)的可能生物标志物。
    UNASSIGNED:我们使用下一代测序(NGS)技术比较了OA患者与无OA对照的血浆EV中的miRNA水平。患者和对照组的年龄匹配,性别和体重指数。
    UNASSIGNED:包括23对患者和对照组。在OA的临床和放射学评估中,OA患者与对照组有显着差异。我们在血浆EV中鉴定了177个经典miRNA,但发现两组之间的miRNA水平没有差异。有趣的是,血浆EV中每种miRNA的浓度在参与者之间显示最小差异,这表明,从各种器官的细胞中释放的EV中的miRNA是一个严格控制的过程。
    UNASSIGNED:这是首次使用NGS在OA血浆EV中寻找miRNA生物标志物的研究。对于所有参与者,每种血浆EVmiRNA的水平令人惊讶地相似。没有血浆EVmiRNA可以用作OA的生物标志物。
    UNASSIGNED: MicroRNAs (miRNAs) are being launched as biomarkers for various diseases, but a robust biomarker for articular cartilage pathology has yet to be discovered. Here we evaluate plasma extracellular vesicle (EV) miRNAs as possible biomarkers for osteoarthritis (OA).
    UNASSIGNED: We compared miRNA levels found in plasma EVs from patients with OA with controls without OA using next generation sequencing (NGS) technique. The patient and control pairs were matched for age, gender and body mass index.
    UNASSIGNED: 23 pairs of patients and controls were included. Patients with OA differed significantly from controls in both clinical and radiological assessment of OA. We identified 177 canonical miRNAs in plasma EVs, but found no difference in miRNA levels between the two groups. Interestingly, the concentration of each miRNA in plasma EVs showed minimal difference between the participants, suggesting that the release of miRNAs in EVs from cells within the various organs is a tightly controlled process.
    UNASSIGNED: This is the first study using NGS in search of a miRNA biomarker in plasma EVs in OA. The levels of each plasma EVs miRNA were surprisingly similar for all participants. No plasma EVs miRNA can be used as a biomarker for OA.
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  • 文章类型: Case Reports
    DHDDS中的致病变异与常染色体隐性遗传性视网膜色素变性或DHDDS-CDG相关。已经在患有进行性神经退行性疾病的患者中描述了DHDDS中的杂合变体。在这里,我们报告了一个具有多系统CDG表型的个体,该个体被诊断为已知的纯合致病性DHDDS变体,以前与孤立性视网膜色素变性有关。一名成年Ashkenazi犹太女性出现了多种迟发性1型CDG症状,包括癫痫发作,共济失调,蛋白质丢失性肠病,震颤,和插管与血液中单寡核苷酸/双寡核苷酸转铁蛋白比率升高相关,和典型的色素性视网膜炎.她通过与普通的阿什肯纳齐犹太人的整个外显子组测序被诊断出来,DHDDS中的纯合p.K42E变体。她开始服用乙酰唑胺,对改善插管的治疗反应良好,震颤,和全身性水肿。回顾文学,具有DHDDS变异和多系统表现的家族在临床表现方面与我们患者的表现不同,严重程度,遗传缺陷,和继承模式。在先前报道的包括癫痫在内的神经系统症状的患者中,运动异常,和全球发展延迟,该表型是由DHDDS中的杂合致病变异体引起的。据报道具有多系统表型和致命的1型CDG的婴儿在DHDDS中具有无义和剪接位点变异的复合杂合性,导致DHDDS-CDG。与DHDDS中常见的p.K42E致病变体相关的新表型的发现扩展了CDG的谱,并进一步增强了我们对DHDDS在视网膜外糖基化中的作用的理解。
    Pathogenic variants in DHDDS have been associated with either autosomal recessive retinitis pigmentosa or DHDDS-CDG. Heterozygous variants in DHDDS have been described in patients with a progressive neurodegenerative disease. Here we report on an individual presenting with a multisystem CDG phenotype who was diagnosed with known homozygous pathogenic DHDDS variants, previously associated with isolated retinitis pigmentosa. An adult Ashkenazi Jewish female developed multiple symptoms of late onset type 1 CDG including seizures, ataxia, protein losing enteropathy, tremor, and titubation in association with elevated mono-oligo/di-oligo transferrin ratio in blood, and classic retinitis pigmentosa. She was diagnosed by whole exome sequencing with the common Ashkenazi Jewish, homozygous p.K42E variants in DHDDS. She was started on Acetazolamide and responded well to the treatment which improved her titubation, tremor, and generalized edema. Reviewing the literature, families with DHDDS variants and multisystem presentation were different from our patient\'s presentation in terms of clinical manifestations, severity, genetic defect, and mode of inheritance. In previously reported patients with neurologic symptoms including seizures, movement abnormalities, and global development delay, the phenotype was caused by heterozygous pathogenic variants in DHDDS. The infant who was reported with a multisystem phenotype and fatal type 1 CDG had compound heterozygosity for a nonsense and a splice site variant in DHDDS, resulting in DHDDS-CDG. The discovery of the novel phenotype associated with the common p.K42E pathogenic variant in DHDDS expands the spectrum of CDG and further enhances our understanding on the role of DHDDS in glycosylation beyond the retina.
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  • 文章类型: Journal Article
    人类癌症产生于获得广泛遗传改变的细胞群,其中大部分是治疗性治疗的目标,或被用作患者危险分层的预后因素。其中,拷贝数改变(CNA)相当频繁。目前,几种分子生物学技术,如微阵列,NGS和单细胞方法用于定义肿瘤样品的基因组谱。需要使用生物信息学方法,特别是使用计算算法来分析输出数据。分子生物学工具通过比较任一平均探针信号来估计基线区域,或参考基因组的读数数量。然而,当肿瘤表现出复杂的核型时,这种类型的方法可能会使基线区域估计失败,从而导致CNA调用中的错误。为了克服这个问题,我们设计了一个R包,BoBafit,能够检查,最终,要调整基线区域,根据肿瘤特异性改变的背景和样本特异性聚集的基因组病变。选择了几个数据库来设置和验证设计的软件包,从而证明了BoBafit调整来自不同肿瘤和分析技术的拷贝数(CN)数据的潜力。相关性,分析强调,多达25%的样本需要基线区域调整和重新定义CNAs调用,从而导致患者预后风险分类的改变。我们支持在CN分析生物信息学管道中实施BoBafit,以确保患者在风险类别中的正确分层,无论肿瘤类型。
    Human cancer arises from a population of cells that have acquired a wide range of genetic alterations, most of which are targets of therapeutic treatments or are used as prognostic factors for patient\'s risk stratification. Among these, copy number alterations (CNAs) are quite frequent. Currently, several molecular biology technologies, such as microarrays, NGS and single-cell approaches are used to define the genomic profile of tumor samples. Output data need to be analyzed with bioinformatic approaches and particularly by employing computational algorithms. Molecular biology tools estimate the baseline region by comparing either the mean probe signals, or the number of reads to the reference genome. However, when tumors display complex karyotypes, this type of approach could fail the baseline region estimation and consequently cause errors in the CNAs call. To overcome this issue, we designed an R-package, BoBafit , able to check and, eventually, to adjust the baseline region, according to both the tumor-specific alterations\' context and the sample-specific clustered genomic lesions. Several databases have been chosen to set up and validate the designed package, thus demonstrating the potential of BoBafit to adjust copy number (CN) data from different tumors and analysis techniques. Relevantly, the analysis highlighted that up to 25% of samples need a baseline region adjustment and a redefinition of CNAs calls, thus causing a change in the prognostic risk classification of the patients. We support the implementation of BoBafit within CN analysis bioinformatics pipelines to ensure a correct patient\'s stratification in risk categories, regardless of the tumor type.
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  • 文章类型: Journal Article
    观察和等待(W&W)策略是针对局部晚期直肠癌(LARC)在新辅助放疗后达到临床完全反应(cCR)的患者提出的。由于持续存在的活肿瘤细胞,cCR仅与病理完全反应(pCR)部分一致。目的是研究无循环脱氧核糖核酸(cfDNA)作为预测pCR的生物标志物。
    接受LARC新辅助放疗的患者,被纳入奥尔胡斯的一项前瞻性生物标志物研究中,丹麦从2017年到2020年。通过直接荧光测定(DFA)分析血浆cfDNA水平。病理学家对手术标本进行了审查,以对细胞毒性治疗的反应进行分类。
    总共,76例患者纳入了基线时可用的血浆(n=70),中期治疗(n=50),和治疗结束(n=54)。与健康受试者相比,在LARC患者中观察到更高的cfDNA水平(p<0.01)。通过ROC分析(AUC:0.87(95%CI,0.81-0.92)),用于区分健康受试者和LARC患者的最佳截止值为0.71ng/µL。13例患者在治疗结束时获得pCR,cfDNA中位数水平为0.57ng/µL。治疗结束时cfDNA水平低于临界值(p<0.02)和治疗期间下降水平高于第75百分位数的cfDNA应答者的pCR机会显着增加(p<0.01)。
    这一假设生成研究表明,治疗结束时的低cfDNA水平或“cfDNA反应”可能与pCR有关。通过快速可行的DFA分析对cfDNA进行定量可以潜在地促进个性化随访,作为确定W&W策略候选者的补充工具。
    UNASSIGNED: The watch and wait (W&W) strategy is proposed for patients with locally advanced rectal cancer (LARC) achieving clinical complete response (cCR) after neoadjuvant radiotherapy. cCR is only in partial concordance with pathological complete response (pCR) due to persisting viable tumour cells. The aim was to investigate circulating-free-deoxyribonucleic-acid (cfDNA) as a biomarker for prediction of pCR.
    UNASSIGNED: Patients treated with neoadjuvant radiotherapy for LARC, were included in a prospective biomarker study in Aarhus, Denmark from 2017 to 2020. Plasma cfDNA levels were analysed by a direct fluorescent assay (DFA). Surgical specimens were reviewed by pathologists to categorize response to cytotoxic therapy.
    UNASSIGNED: In total, 76 patients were included with plasma available at baseline (n = 70), mid therapy (n = 50), and end of therapy (n = 54). Higher cfDNA levels were observed in LARC patients compared with healthy subjects (p < 0.01). By ROC analysis (AUC: 0.87 (95% CI, 0.81-0.92)) the optimal cut-off was 0.71 ng/µL for differentiation between healthy subjects and LARC patients. Thirteen patients obtained pCR with a median cfDNA level of 0.57 ng/µL at end of therapy. Patients with cfDNA levels at end of therapy below the cut-off (p < 0.02) and \'cfDNA responders\' with descending levels greater than the 75th percentile during therapy had a significantly higher chance of pCR (p < 0.01).
    UNASSIGNED: This hypothesis generating study indicates that low cfDNA levels at end of treatment or ´cfDNA responderś might be associated with pCR. Quantification of cfDNA by the rapid and feasible DFA analysis could potentially facilitate personalized follow-up as a complementary tool to identify candidates for a W&W strategy.
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  • 文章类型: Journal Article
    通过全基因组测序追踪关注的SARS-CoV-2变体代表了遏制大流行的公共卫生措施的支柱。在本地和全球范围内追踪谱系分布的能力导致对免疫逃逸的更好理解,并采取干预措施来遏制新的爆发。这种情况对全球的NGS实验室提出了挑战,这些实验室被迫具有更快的周转时间和用于测序和分析的拭子的高通量处理。在这项研究中,我们介绍了IlluminaCOVID-seq方案的优化,该方案在干和干水平对数千个SARS-CoV-2样品进行。我们讨论了与每周处理数百个拭子有关的独特挑战,例如超高灵敏度和负污染水平之间的权衡,成本效率和生物信息学质量指标。
    The SARS-CoV-2 Variants of Concern tracking via Whole Genome Sequencing represents a pillar of public health measures for the containment of the pandemic. The ability to track down the lineage distribution on a local and global scale leads to a better understanding of immune escape and to adopting interventions to contain novel outbreaks. This scenario poses a challenge for NGS laboratories worldwide that are pressed to have both a faster turnaround time and a high-throughput processing of swabs for sequencing and analysis. In this study, we present an optimization of the Illumina COVID-seq protocol carried out on thousands of SARS-CoV-2 samples at the wet and dry level. We discuss the unique challenges related to processing hundreds of swabs per week such as the tradeoff between ultra-high sensitivity and negative contamination levels, cost efficiency and bioinformatics quality metrics.
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