Lei Xiao, Xu Xiumei, Liu Chao, Zhong Lipeng, Yin Shupeng, Li Biaoxian, Cao Ling, Xie Zhiting, Li Jing, Zhang Xuan, Guo Yaping, Zhang Liang, Lin Haiyan, Zhang Sufeng, Zhang Chengsheng, Gong Tian
Center for Molecular Diagnosis and Precision Medicine, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
Department of Medical Genetics, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, China.
Microbiol Spectr. 2025 Jul;13(7):e0092225. doi: 10.1128/spectrum.00922-25. Epub 2025 Jun 11.
The underdevelopment of microbiological tests has contributed to diagnostic delay and inappropriate use of antibiotics in patients with lower respiratory tract infections, which is ranked as the seventh leading cause of death globally. Next-generation sequencing (NGS) has emerged as a promising platform for the diagnosis of infectious diseases, albeit with high costs and challenges in result interpretation. Here we evaluated two NGS-based pathogen detection assays for the etiological diagnosis of pneumonia in a prospective cohort of 257 patients. Both assays utilized multiplex polymerase chain reaction (PCR) for pathogen enrichment. One assay was designed to promiscuously amplify and identify more than 1,000 pathogens (broad-spectrum targeted next-generation sequencing [bs-tNGS]), while the other specifically targeted 194 pathogens (pathogen-specific targeted next-generation sequencing [ps-tNGS]). The analytical and diagnostic performances of both assays were compared using a composite clinical reference standard. The specificity of ps-tNGS was higher than that of bs-tNGS (84.85% vs. 75.00%), while the sensitivities of both assays were similar (>89%). In addition, a significant overlap in the frequently detected pathogens by the two methods was observed. Moreover, the enrichment of pathogens via multiplex PCR for ps-tNGS has alleviated the requirement for deep sequencing in the shotgun metagenomic workflows and thus dramatically lowered the assay cost. This study demonstrated that ps-tNGS achieved a better overall diagnostic performance and may potentially replace bs-tNGS in the clinical application.IMPORTANCEMicrobial enrichment in metagenomic next-generation sequencing has been achieved through differential cell lysis, but the results varied, depending on experimental procedures and sample types. Therefore, direct enrichment of pathogen DNA/RNA was attempted via multiplex PCR or hybrid probe capture (targeted next-generation sequencing [tNGS]). We evaluated two enrichment methods based on multiplex PCR. One method utilized a primer design strategy to amplify over 1,000 respiratory pathogens (bs-tNGS), while the other specifically targeted 194 pathogens (ps-tNGS). Our findings disavowed the notion that "the more, the better" in tNGS workflows, since ps-tNGS exhibited equivalent sensitivity and, notably, higher specificity than bs-tNGS in a prospective cohort of 257 patients who were suspected of having pneumonia. In future evaluations of tNGS assays, researchers should pay more attention to diagnostic specificity, rather than focusing solely on sensitivity, since a low specificity may potentially lead to misdiagnosis and overuse of antibiotics in cases of non-infectious diseases.
微生物检测技术的不完善导致了下呼吸道感染患者的诊断延迟和抗生素的不恰当使用,下呼吸道感染是全球第七大主要死因。下一代测序(NGS)已成为一种很有前景的传染病诊断平台,尽管其成本高昂且结果解读存在挑战。在此,我们在一个257例患者的前瞻性队列中评估了两种基于NGS的病原体检测方法用于肺炎的病因诊断。两种方法均利用多重聚合酶链反应(PCR)进行病原体富集。一种方法旨在随机扩增和鉴定1000多种病原体(广谱靶向下一代测序[bs-tNGS]),而另一种则专门针对194种病原体(病原体特异性靶向下一代测序[ps-tNGS])。使用综合临床参考标准比较了两种方法的分析和诊断性能。ps-tNGS的特异性高于bs-tNGS(84.85%对75.00%),而两种方法的敏感性相似(>89%)。此外,观察到两种方法频繁检测到的病原体有显著重叠。此外,通过多重PCR对ps-tNGS进行病原体富集减轻了鸟枪法宏基因组工作流程中深度测序的需求,从而显著降低了检测成本。本研究表明,ps-tNGS具有更好的整体诊断性能,在临床应用中可能会取代bs-tNGS。
重要性
宏基因组下一代测序中的微生物富集已通过差异细胞裂解实现,但结果因实验程序和样本类型而异。因此,尝试通过多重PCR或杂交探针捕获(靶向下一代测序[tNGS])直接富集病原体DNA/RNA。我们评估了基于多重PCR的两种富集方法。一种方法利用引物设计策略扩增1000多种呼吸道病原体(bs-tNGS),而另一种则专门针对194种病原体(ps-tNGS)。我们的研究结果否定了tNGS工作流程中“越多越好”的观念,因为在一个257例疑似肺炎患者的前瞻性队列中,ps-tNGS表现出与bs-tNGS相当的敏感性,且特异性显著更高。在未来对tNGS检测的评估中,研究人员应更多地关注诊断特异性,而不是仅仅关注敏感性,因为低特异性可能会导致非感染性疾病病例的误诊和抗生素的过度使用。