Diagnostic Performance of Metagenomic Next-Generation Sequencing in Pediatric Patients: A Retrospective Study in a Large Children’s Medical Center

医学 基因组 诊断准确性 诊断试验 临床诊断 内科学 人口 儿科 生物 基因 遗传学 环境卫生
作者
Yue Tao,Hui Yan,Yujie Liu,Fang Zhang,Lijuan Luo,Yajuan Zhou,Kang An,Ruwen Yang,Bin Yang,Teng Xu,Li Xie,Hong Ren,Zhuoming Xu,Qing Cao,Xi Mo
出处
期刊:Clinical Chemistry [Oxford University Press]
卷期号:68 (8): 1031-1041 被引量:25
标识
DOI:10.1093/clinchem/hvac067
摘要

Abstract Background Metagenomic next-generation sequencing (mNGS) has the potential to become a complementary, if not essential, test in some clinical settings. However, the clinical application of mNGS in a large population of children with various types of infectious diseases (IDs) has not been previously evaluated. Methods From April 2019 to April 2021, 640 samples were collected at a single pediatric hospital and classified as ID [479 (74.8%)], non-ID [NID; 156 (24.4%)], and unknown cases [5 (0.8%)], according to the final clinical diagnosis. We compared the diagnostic performance in pathogen detection between mNGS and standard reference tests. Results According to final clinical diagnosis, the sensitivity and specificity of mNGS were 75.0% (95% CI: 70.8%–79.2%) and 59.0% (95% CI: 51.3%–66.7%), respectively. For distinguishing ID from NID, the sensitivity of mNGS was approximately 45.0% higher than that of standard tests (75.0% vs 30.0%; P < 0.001). For fungal detection, mNGS showed positive results in 93.0% of cases, compared to 43.7% for standard tests (P < 0.001). Diagnostic information was increased in respiratory system samples through the addition of meta-transcriptomic sequencing. Further analysis also showed that the read counts in sequencing data were highly correlated with clinical diagnosis, regardless of whether infection was by single or multiple pathogens (Kendall’s tau b = 0.484, P < 0.001). Conclusions For pediatric patients in critical condition with suspected infection, mNGS tests can provide valuable diagnostic information to resolve negative or inconclusive routine test results, differentiate ID from NID cases, and facilitate accurate and effective clinical therapeutic decision-making.
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