ARUP Institute for Clinical and Experimental Pathology, Salt Lake City, Utah, USA.
Department of Pathology, University of Utah, Salt Lake City, Utah, USA.
J Clin Microbiol. 2022 Jul 20;60(7):e0025322. doi: 10.1128/jcm.00253-22. Epub 2022 Jun 14.
HIV-1 antiretroviral therapy management requires sequencing the protease, reverse transcriptase, and integrase portions of the HIV-1 gene. Most resistance testing is performed with Sanger sequencing, which has limited ability to detect minor variants. Next generation sequencing (NGS) platforms enable variant detection at frequencies as low as 1% allowing for earlier detection of resistance and modification of therapy. Implementation of NGS assays in the clinical laboratory is hindered by complicated assay design, cumbersome wet bench procedures, and the complexity of data analysis and bioinformatics. We developed a complete NGS protocol and companion analysis and reporting pipeline using AmpliSeq multiplex PCR, Ion Torrent S5 XL sequencing, and Stanford's HIVdb resistance algorithm. Implemented as a Torrent Suite software plugin, the pipeline runs automatically after sequencing. An optimum variant frequency threshold of 10% was determined by comparing Sanger sequences of archived samples from ViroSeq testing, resulting in a sensitivity of 98.2% and specificity of 99.0%. The majority (91%) of drug resistance mutations were detected by both Sanger and NGS, with 1.7% only by Sanger and 7.3% only by NGS. Variant calls were highly reproducible and there was no cross-reactivity to VZV, HBV, CMV, EBV, and HCV. The limit of detection was 500 copies/mL. The NGS assay performance was comparable to ViroSeq Sanger sequencing and has several advantages, including a publicly available end-to-end analysis and reporting plugin. The assay provides a straightforward path for implementation of NGS for HIV drug resistance testing in the laboratory setting without additional investment in bioinformatics infrastructure and resources.
HIV-1 抗病毒治疗管理需要对 HIV-1 基因的蛋白酶、逆转录酶和整合酶部分进行测序。大多数耐药性检测都是通过 Sanger 测序进行的,这种方法检测到的次要变异的能力有限。下一代测序(NGS)平台能够以低至 1%的频率检测到变异,从而更早地检测到耐药性并修改治疗方案。NGS 检测在临床实验室中的实施受到复杂的检测设计、繁琐的湿实验程序以及数据分析和生物信息学的复杂性的阻碍。我们使用 AmpliSeq 多重 PCR、Ion Torrent S5 XL 测序和斯坦福大学的 HIVdb 耐药算法开发了一个完整的 NGS 协议和配套分析及报告流程。作为 Torrent Suite 软件插件实现,该流程在测序后自动运行。通过比较 ViroSeq 检测的存档样本的 Sanger 序列,确定了最佳变异频率阈值为 10%,灵敏度为 98.2%,特异性为 99.0%。耐药突变的大部分(91%)通过 Sanger 和 NGS 都能检测到,只有 1.7%通过 Sanger 检测到,只有 7.3%通过 NGS 检测到。变异的检测结果高度可重复,且与 VZV、HBV、CMV、EBV 和 HCV 无交叉反应。检测下限为 500 拷贝/mL。NGS 检测性能与 ViroSeq Sanger 测序相当,具有几个优势,包括一个公开的端到端分析和报告插件。该检测方法为实验室环境中 HIV 耐药性检测的 NGS 实施提供了一条简单的途径,无需在生物信息学基础设施和资源方面进行额外投资。