Foundation for Innovative New Diagnostics, Campus Biotech, Geneva, Switzerland.
Department of Medicine, University of California, San Diego, San Diego, California, United States of America.
PLoS Med. 2019 Apr 30;16(4):e1002794. doi: 10.1371/journal.pmed.1002794. eCollection 2019 Apr.
Accurate, comprehensive, and timely detection of drug-resistant tuberculosis (TB) is essential to inform patient treatment and enable public health surveillance. This is crucial for effective control of TB globally. Whole-genome sequencing (WGS) and targeted next-generation sequencing (NGS) approaches have potential as rapid in vitro diagnostics (IVDs), but the complexity of workflows, interpretation of results, high costs, and vulnerability of instrumentation have been barriers to broad uptake outside of reference laboratories, especially in low- and middle-income countries. A new, solid-state, tabletop sequencing instrument, Illumina iSeq100, has the potential to decentralize NGS for individual patient care.
In this study, we evaluated WGS and targeted NGS for TB on both the new iSeq100 and the widely used MiSeq (both manufactured by Illumina) and compared sequencing performance, costs, and usability. We utilized DNA libraries produced from Mycobacterium tuberculosis clinical isolates for the evaluation. We conducted WGS on three strains and observed equivalent uniform genome coverage with both platforms and found the depth of coverage obtained was consistent with the expected data output. Utilizing the standardized, cloud-based ReSeqTB bioinformatics pipeline for variant analysis, we found the two platforms to have 94.0% (CI 93.1%-94.8%) agreement, in comparison to 97.6% (CI 97%-98.1%) agreement for the same libraries on two MiSeq instruments. For the targeted NGS approach, 46 M. tuberculosis-specific amplicon libraries had 99.6% (CI 98.0%-99.9%) agreement between the iSeq100 and MiSeq data sets in drug resistance-associated SNPs. The upfront capital costs are almost 5-fold lower for the iSeq100 ($19,900 USD) platform in comparison to the MiSeq ($99,000 USD); however, because of difference in the batching capabilities, the price per sample for WGS was higher on the iSeq100. For WGS of M. tuberculosis at the minimum depth of coverage of 30x, the cost per sample on the iSeq100 was $69.44 USD versus $28.21 USD on the MiSeq, assuming a 2 × 150 bp run on a v3 kit. In terms of ease of use, the sequencing workflow of iSeq100 has been optimized to only require 27 minutes total of hands-on time pre- and post-run, and the maintenance is simplified by a single-use cartridge-based fluidic system. As these are the first sequencing attempts on the iSeq100 for M. tuberculosis, the sequencing pool loading concentration still needs optimization, which will affect sequencing error and depth of coverage. Additionally, the costs are based on current equipment and reagent costs, which are subject to change.
The iSeq100 instrument is capable of running existing TB WGS and targeted NGS library preparations with comparable accuracy to the MiSeq. The iSeq100 has reduced sequencing workflow hands-on time and is able to deliver sequencing results in <24 hours. Reduced capital and maintenance costs and lower-throughput capabilities also give the iSeq100 an advantage over MiSeq in settings of individualized care but not in high-throughput settings such as reference laboratories, where sample batching can be optimized to minimize cost at the expense of workflow complexity and time.
准确、全面、及时地检测耐多药结核病(TB)对于告知患者治疗方案和进行公共卫生监测至关重要。这对于全球有效控制结核病至关重要。全基因组测序(WGS)和靶向下一代测序(NGS)方法具有作为快速体外诊断(IVD)的潜力,但工作流程的复杂性、结果解释、高成本和仪器的脆弱性一直是限制其在参考实验室以外广泛采用的障碍,特别是在中低收入国家。一种新的固态、桌面测序仪器 Illumina iSeq100 有可能为个体患者护理去中心化 NGS。
在这项研究中,我们评估了新的 iSeq100 和广泛使用的 MiSeq(均由 Illumina 制造)上的 WGS 和靶向 NGS,并比较了测序性能、成本和可用性。我们利用从结核分枝杆菌临床分离株中制备的 DNA 文库进行评估。我们对三个菌株进行了 WGS 检测,发现两个平台都具有相同的均匀基因组覆盖率,并发现所获得的覆盖深度与预期的数据输出一致。利用标准化的、基于云的 ReSeqTB 生物信息学管道进行变异分析,我们发现与在两个 MiSeq 仪器上相同的文库相比,两个平台的一致性为 94.0%(93.1%-94.8%CI),而在 46 个结核分枝杆菌特异性扩增子文库中,靶向 NGS 方法的药物耐药相关 SNP 数据的一致性为 99.6%(98.0%-99.9%CI)。与 MiSeq(99000 美元)相比,iSeq100 平台的前期资本成本几乎低了 5 倍(19900 美元);然而,由于批处理能力的差异,WGS 的每个样本价格在 iSeq100 上更高。对于结核分枝杆菌的 WGS 最低覆盖深度为 30x,iSeq100 上每个样本的成本为 69.44 美元,而 MiSeq 上的成本为 28.21 美元,假设在 v3 试剂盒上进行 2×150 bp 运行。就易用性而言,iSeq100 的测序工作流程已得到优化,仅需在运行前和运行后总共 27 分钟的动手时间,并且简化了基于一次性使用盒式流体系统的维护。由于这是首次在 iSeq100 上对结核分枝杆菌进行测序,因此测序池加载浓度仍需要优化,这将影响测序错误和覆盖深度。此外,成本是基于当前的设备和试剂成本,这些成本可能会发生变化。
iSeq100 仪器能够以与 MiSeq 相当的准确性运行现有的 TB WGS 和靶向 NGS 文库制备。iSeq100 减少了测序工作流程的手工操作时间,并且能够在<24 小时内提供测序结果。降低的资本和维护成本以及较低的吞吐量能力也使 iSeq100 在个体化护理环境中优于 MiSeq,但在高通量环境(如参考实验室)中并非如此,在这些环境中可以优化样本分批处理以最大限度地降低成本,而牺牲工作流程的复杂性和时间。