整合DNA和RNA测序增强呼吸道感染病原体检测。

IF 6.1 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL
Dejian Gu, Jie Liu, Jiaping Wang, Yuting Yi, Yuxing Chu, Rui Gao, Hao Liu, Jun She, Binghuai Lu
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引用次数: 0

摘要

背景:霰弹枪宏基因组新一代测序(mNGS)在提高呼吸道病原体检出率方面的临床价值已经确立。然而,mNGS既复杂又昂贵。本研究设计并评估了靶向NGS (targeted NGS, tNGS)诊断呼吸道感染的性能。方法:回顾性收集281例下呼吸道感染患者的样本,建立病原体阈值。随后,选择目标病原菌,建立探针杂交系统。采用临床样品和模拟样品评价tNGS对306种病原菌的性能和临床表现。结果:tNGS法耗时16 h,测序数据大小为5 M reads。tNGS的检出限分别为100 ~ 200 CFU/mL。生物信息学仿真验证了该方法的高特异性和鲁棒性。在281例临床验证队列患者中,与复合参考标准相比,tNGS的敏感性为97.73%,特异性为75.41%,明显优于基于培养和传统微生物学方法(CMT)。在检测细菌和病毒感染时,相对于CMT, tNGS表现出更高的敏感性。值得注意的是,在初步建立可靠的分型截断点后,61.40%的靶病毒被分型,分型结果与PCR结果完全一致。tNGS允许同时鉴定抗菌素耐药性(AMR)标记和病毒亚型。80.56%的AMR标记与药敏试验结果一致。结论:本研究建立了我们定制的tNGS检测同时检测DNA和RNA病原体的强大性能,强调了其在临床诊断中的广泛应用前景。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrating DNA and RNA sequencing for enhanced pathogen detection in respiratory infections.

Background: The clinical value of shotgun metagenomic next-generation sequencing (mNGS) in improving the detection rates of respiratory pathogens is well-established. However, mNGS is complex and expensive. This study designed and evaluated the performance of targeted NGS (tNGS) in diagnosing respiratory infections.

Methods: We retrospectively included samples from 281 patients with lower respiratory tract infections to establish thresholds of pathogens. Subsequently, target pathogens were selected and a probe hybridization system was established. The performance and clinical manifestations of tNGS for 306 pathogens were evaluated using clinical and simulated samples.

Results: The tNGS method took 16 h with sequencing data sizes of 5 M reads. The limit-of-detection of tNGS was 100-200 CFU/mL, respectively. Bioinformatics simulation confirmed the method's high specificity and robustness. In 281 patients of clinical validation cohort, tNGS exhibited a sensitivity of 97.73% and specificity of 75.41% compared to the composite reference standard, which notably surpasses those of culture-based and conventional microbiological methods (CMT). In detecting bacterial and viral infection, tNGS demonstrated superior sensitivity relative to CMT. Notably, 61.40% of target viruses were subtype-resolved with the initial establishment of reliable typing cutoffs, with the subtyping results being completely consistent with the PCR results. tNGS allowed for concurrent identification of antimicrobial resistance (AMR) markers and viral subtyping. 80.56% of AMR markers identified by tNGS were consistent with antimicrobial susceptibility testing.

Conclusion: This research established the robust performance of our tailored tNGS assay in the simultaneous detection of DNA and RNA pathogens, underscoring its prospective suitability for widespread use in clinical diagnostics.

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来源期刊
Journal of Translational Medicine
Journal of Translational Medicine 医学-医学:研究与实验
CiteScore
10.00
自引率
1.40%
发文量
537
审稿时长
1 months
期刊介绍: The Journal of Translational Medicine is an open-access journal that publishes articles focusing on information derived from human experimentation to enhance communication between basic and clinical science. It covers all areas of translational medicine.
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