Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children

dc.contributor.authorZinter, Matt S.
dc.contributor.authorDvorak, Christopher C.
dc.contributor.authorMayday, Madeline Y.
dc.contributor.authorIwanaga, Kensho
dc.contributor.authorLy, Ngoc P.
dc.contributor.authorMcGarry, Meghan E.
dc.contributor.authorChurch, Gwynne D.
dc.contributor.authorFaricy, Lauren E.
dc.contributor.authorRowan, Courtney M.
dc.contributor.authorHume, Janet R.
dc.contributor.authorSteiner, Marie E.
dc.contributor.authorCrawford, Emily D.
dc.contributor.authorLangelier, Charles
dc.contributor.authorKalantar, Katrina
dc.contributor.authorChow, Eric D.
dc.contributor.authorMiller, Steve
dc.contributor.authorShimano, Kristen
dc.contributor.authorMelton, Alexis
dc.contributor.authorYanik, Gregory A.
dc.contributor.authorSapru, Anil
dc.contributor.authorDeRisi, Joseph L.
dc.contributor.departmentPediatrics, School of Medicineen_US
dc.date.accessioned2020-01-24T20:33:39Z
dc.date.available2020-01-24T20:33:39Z
dc.date.issued2019-05-17
dc.descriptionThis article is made available for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing.
dc.description.abstractBACKGROUND: Despite improved diagnostics, pulmonary pathogens in immunocompromised children frequently evade detection, leading to significant mortality. Therefore, we aimed to develop a highly sensitive metagenomic next-generation sequencing (mNGS) assay capable of evaluating the pulmonary microbiome and identifying diverse pathogens in the lungs of immunocompromised children. METHODS: We collected 41 lower respiratory specimens from 34 immunocompromised children undergoing evaluation for pulmonary disease at 3 children's hospitals from 2014-2016. Samples underwent mechanical homogenization, parallel RNA/DNA extraction, and metagenomic sequencing. Sequencing reads were aligned to the National Center for Biotechnology Information nucleotide reference database to determine taxonomic identities. Statistical outliers were determined based on abundance within each sample and relative to other samples in the cohort. RESULTS: We identified a rich cross-domain pulmonary microbiome that contained bacteria, fungi, RNA viruses, and DNA viruses in each patient. Potentially pathogenic bacteria were ubiquitous among samples but could be distinguished as possible causes of disease by parsing for outlier organisms. Samples with bacterial outliers had significantly depressed alpha-diversity (median, 0.61; interquartile range [IQR], 0.33-0.72 vs median, 0.96; IQR, 0.94-0.96; P < .001). Potential pathogens were detected in half of samples previously negative by clinical diagnostics, demonstrating increased sensitivity for missed pulmonary pathogens (P < .001). CONCLUSIONS: An optimized mNGS assay for pulmonary microbes demonstrates significant inoculation of the lower airways of immunocompromised children with diverse bacteria, fungi, and viruses. Potential pathogens can be identified based on absolute and relative abundance. Ongoing investigation is needed to determine the pathogenic significance of outlier microbes in the lungs of immunocompromised children with pulmonary disease.en_US
dc.eprint.versionFinal published versionen_US
dc.identifier.citationZinter, M. S., Dvorak, C. C., Mayday, M. Y., Iwanaga, K., Ly, N. P., McGarry, M. E., … DeRisi, J. L. (2019). Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children. Clinical infectious diseases : an official publication of the Infectious Diseases Society of America, 68(11), 1847–1855. doi:10.1093/cid/ciy802en_US
dc.identifier.urihttps://hdl.handle.net/1805/21914
dc.language.isoen_USen_US
dc.publisherOxford University Pressen_US
dc.relation.isversionof10.1093/cid/ciy802en_US
dc.relation.journalClinical Infectious Diseasesen_US
dc.rightsPublisher Policyen_US
dc.rightsThis article is made available for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the COVID-19 pandemic or until permissions are revoked in writing.
dc.sourcePMCen_US
dc.subjectImmunocompromised hosten_US
dc.subjectIntensive care unitsen_US
dc.subjectMetagenomicsen_US
dc.subjectMicrobiotaen_US
dc.subjectPediatricen_US
dc.subjectRespiratory tract infectionsen_US
dc.titlePulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Childrenen_US
dc.typeArticleen_US
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