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Genome Res ; 29(5): 831-842, 2019 05.
Artículo en Inglés | MEDLINE | ID: mdl-30992304

RESUMEN

Metagenomic next-generation sequencing (mNGS) for pan-pathogen detection has been successfully tested in proof-of-concept case studies in patients with acute illness of unknown etiology but to date has been largely confined to research settings. Here, we developed and validated a clinical mNGS assay for diagnosis of infectious causes of meningitis and encephalitis from cerebrospinal fluid (CSF) in a licensed microbiology laboratory. A customized bioinformatics pipeline, SURPI+, was developed to rapidly analyze mNGS data, generate an automated summary of detected pathogens, and provide a graphical user interface for evaluating and interpreting results. We established quality metrics, threshold values, and limits of detection of 0.2-313 genomic copies or colony forming units per milliliter for each representative organism type. Gross hemolysis and excess host nucleic acid reduced assay sensitivity; however, spiked phages used as internal controls were reliable indicators of sensitivity loss. Diagnostic test accuracy was evaluated by blinded mNGS testing of 95 patient samples, revealing 73% sensitivity and 99% specificity compared to original clinical test results, and 81% positive percent agreement and 99% negative percent agreement after discrepancy analysis. Subsequent mNGS challenge testing of 20 positive CSF samples prospectively collected from a cohort of pediatric patients hospitalized with meningitis, encephalitis, and/or myelitis showed 92% sensitivity and 96% specificity relative to conventional microbiological testing of CSF in identifying the causative pathogen. These results demonstrate the analytic performance of a laboratory-validated mNGS assay for pan-pathogen detection, to be used clinically for diagnosis of neurological infections from CSF.


Asunto(s)
Encefalitis/diagnóstico , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Meningitis Aséptica/diagnóstico , Metagenómica/métodos , Mielitis/diagnóstico , Niño , Biología Computacional , Encefalitis/líquido cefalorraquídeo , Humanos , Meningitis Aséptica/líquido cefalorraquídeo , Mielitis/líquido cefalorraquídeo , Sensibilidad y Especificidad , Virus/aislamiento & purificación
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