Optimization of Metagenomic Next-Generation Sequencing Workflow with a Novel Host Depletion Method for Enhanced Pathogen Detection.

IF 4.1 3区 医学 Q1 GENETICS & HEREDITY
Yen-Chia Chen, Po-Hsiang Liao, Yen-Wen Chen, David Hung-Tsang Yen, Chorng-Kuang How, Chia-Ming Chang
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引用次数: 0

Abstract

Introduction: Sepsis is a critical condition requiring timely and accurate pathogen identification. Traditional blood cultures are slow and often yield low sensitivity. Metagenomic next-generation sequencing (mNGS) offers broad and rapid pathogen detection but is hindered by excessive human DNA background in blood samples. This study evaluated a novel Zwitterionic Interface Ultra-Self-assemble Coating (ZISC)-based filtration device designed to deplete host cells and enhance microbial DNA recovery for improved mNGS diagnostics.

Methods: We assessed the novel filter's performance in depleting white blood cells (WBCs) while preserving microbial integrity using spiked blood samples. Comparisons were made with other host depletion techniques, including differential lysis and CpG-methylated DNA removal. Analytical sensitivity was tested using spiked microbial communities at varying genome equivalents (GEs). Clinical validation involved eight blood culture-positive sepsis patient samples, processed with and without filtration, for both genomic DNA (gDNA) and cell-free DNA (cfDNA)-based mNGS. All libraries were sequenced on a NovaSeq600 with at least 10 million reads per sample.

Results: The novel filter achieved > 99% WBC removal across various blood volumes and allowed unimpeded passage of bacteria and viruses. Compared to other depletion methods, the novel filtration was more efficient, less labor-intensive, and preserved microbial reads. mNGS with filtered gDNA detected all expected pathogens in 100% (8/8) of clinical samples, with an average microbial read count of 9351 reads per million (RPM), over tenfold higher than unfiltered samples (925 RPM). In contrast, cfDNA-based mNGS showed inconsistent sensitivity and was not significantly enhanced by filtration (1251-1488 RPM). Finally, the novel filtration did not alter the microbial composition, making it suitable for accurate pathogen profiling.

Conclusion: The workflow with the novel host depletion method significantly enhanced the analytical sensitivity of gDNA-based mNGS by reducing the host DNA background and enriching microbial content. This approach improved diagnostic yield in sepsis and may be a valuable tool for further clinical infectious disease diagnostics.

新一代宏基因组测序流程优化与新型宿主耗尽法增强病原体检测
败血症是一种危重疾病,需要及时准确的病原体鉴定。传统的血培养速度慢,灵敏度低。新一代宏基因组测序(mNGS)提供了广泛和快速的病原体检测,但由于血液样本中过量的人类DNA背景而受到阻碍。本研究评估了一种新型的基于两性离子界面超自组装涂层(ZISC)的过滤装置,该装置旨在耗尽宿主细胞并增强微生物DNA的恢复,以改善mNGS诊断。方法:我们评估了新型过滤器在消耗白细胞(wbc)的同时使用加标血液样本保持微生物完整性的性能。与其他宿主消耗技术进行了比较,包括差异裂解和cpg甲基化DNA去除。使用不同基因组当量(GEs)的加标微生物群落测试分析敏感性。临床验证涉及8个血液培养阳性的脓毒症患者样本,对基因组DNA (gDNA)和无细胞DNA (cfDNA)为基础的mNGS进行了过滤和不过滤处理。所有文库在NovaSeq600上测序,每个样本至少有1000万次读取。结果:新型过滤器在不同血容量下的白细胞去除率达到了99%,并允许细菌和病毒畅通无阻地通过。与其他滤除方法相比,新型过滤效率更高,劳动强度更低,并且保存了微生物读数。经过gDNA过滤的mNGS在100%(8/8)的临床样品中检测到所有预期的病原体,平均微生物读取计数为每百万(RPM) 9351个,比未过滤的样品(925 RPM)高出10倍以上。相比之下,基于cfdna的mNGS表现出不一致的敏感性,过滤后(1251-1488 RPM)没有显著增强。最后,新型过滤不会改变微生物组成,使其适合准确的病原体分析。结论:新型宿主耗尽法工作流程通过降低宿主DNA背景和丰富微生物含量,显著提高了基于gdna的mNGS的分析灵敏度。该方法提高了败血症的诊断率,可能是进一步临床感染性疾病诊断的有价值的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.80
自引率
2.50%
发文量
53
审稿时长
>12 weeks
期刊介绍: Molecular Diagnosis & Therapy welcomes current opinion articles on emerging or contentious issues, comprehensive narrative reviews, systematic reviews (as outlined by the PRISMA statement), original research articles (including short communications) and letters to the editor. All manuscripts are subject to peer review by international experts.
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