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Next-Generation Sequencing for HIV Drug Resistance Testing: Laboratory Clinical and Implementation Considerations

机译:艾滋病毒耐药性试验的下一代测序:实验室临床和实施考虑

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摘要

Higher accessibility and decreasing costs of next generation sequencing (NGS), availability of commercial kits, and development of dedicated analysis pipelines, have allowed an increasing number of laboratories to adopt this technology for HIV drug resistance (HIVDR) genotyping. Conventional HIVDR genotyping is traditionally carried out using population-based Sanger sequencing, which has a limited capacity for reliable detection of variants present at intra-host frequencies below a threshold of approximately 20%. NGS has the potential to improve sensitivity and quantitatively identify low-abundance variants, improving efficiency and lowering costs. However, some challenges exist for the standardization and quality assurance of NGS-based HIVDR genotyping. In this paper, we highlight considerations of these challenges as related to laboratory, clinical, and implementation of NGS for HIV drug resistance testing. Several sources of variation and bias occur in each step of the general NGS workflow, i.e., starting material, sample type, PCR amplification, library preparation method, instrument and sequencing chemistry-inherent errors, and data analysis options and limitations. Additionally, adoption of NGS-based HIVDR genotyping, especially for clinical care, poses pressing challenges, especially for resource-poor settings, including infrastructure and equipment requirements and cost, logistic and supply chains, instrument service availability, personnel training, validated laboratory protocols, and standardized analysis outputs. The establishment of external quality assessment programs may help to address some of these challenges and is needed to proceed with NGS-based HIVDR genotyping adoption.
机译:下一代测序(NGS)的更高的可访问性和降低成本,商业套件的可用性,以及专用分析管道的开发,允许越来越多的实验室采用该技术进行艾滋病毒毒性(HIVDR)基因分型。传统的HIVDR基因分型传统上使用基于群体的Sanger测序进行,其具有有限的容量,可靠地检测在宿主频率下存在的阈值低于约20%的阈值。 NGS有可能提高敏感性和定量识别低丰度变体,提高效率和降低成本。然而,基于NGS的HIVDR基因分型的标准化和质量保证存在一些挑战。在本文中,我们强调了与实验室,临床和实施相关的这些挑战的考虑因素,用于艾滋病毒耐药性试验。在通用NGS工作流程的每个步骤中发生了几种变化源和偏差,即启动材料,样品类型,PCR扩增,文库制备方法,仪器和测序化学 - 固有误差以及数据分析选项和限制。此外,采用基于NGS的HIVDR基因分型,特别是对于临床护理,构成压迫挑战,特别是对于资源差的环境,包括基础设施和设备的要求和成本,物流和供应链,仪器服务可用性,人员培训,验证的实验室协议,和标准化的分析输出。外部质量评估计划的建立可能有助于解决一些这些挑战,并且需要进行基于NGS的HIVDR基因分型通过。

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