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Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children
BACKGROUND: 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 microbio...
Autores principales: | , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6784263/ https://www.ncbi.nlm.nih.gov/pubmed/30239621 http://dx.doi.org/10.1093/cid/ciy802 |
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author | Zinter, Matt S Dvorak, Christopher C Mayday, Madeline Y Iwanaga, Kensho Ly, Ngoc P McGarry, Meghan E Church, Gwynne D Faricy, Lauren E Rowan, Courtney M Hume, Janet R Steiner, Marie E Crawford, Emily D Langelier, Charles Kalantar, Katrina Chow, Eric D Miller, Steve Shimano, Kristen Melton, Alexis Yanik, Gregory A Sapru, Anil DeRisi, Joseph L |
author_facet | Zinter, Matt S Dvorak, Christopher C Mayday, Madeline Y Iwanaga, Kensho Ly, Ngoc P McGarry, Meghan E Church, Gwynne D Faricy, Lauren E Rowan, Courtney M Hume, Janet R Steiner, Marie E Crawford, Emily D Langelier, Charles Kalantar, Katrina Chow, Eric D Miller, Steve Shimano, Kristen Melton, Alexis Yanik, Gregory A Sapru, Anil DeRisi, Joseph L |
author_sort | Zinter, Matt S |
collection | PubMed |
description | BACKGROUND: 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. |
format | Online Article Text |
id | pubmed-6784263 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-67842632019-10-15 Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children Zinter, Matt S Dvorak, Christopher C Mayday, Madeline Y Iwanaga, Kensho Ly, Ngoc P McGarry, Meghan E Church, Gwynne D Faricy, Lauren E Rowan, Courtney M Hume, Janet R Steiner, Marie E Crawford, Emily D Langelier, Charles Kalantar, Katrina Chow, Eric D Miller, Steve Shimano, Kristen Melton, Alexis Yanik, Gregory A Sapru, Anil DeRisi, Joseph L Clin Infect Dis Articles and Commentaries BACKGROUND: 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. Oxford University Press 2019-06-01 2018-09-15 /pmc/articles/PMC6784263/ /pubmed/30239621 http://dx.doi.org/10.1093/cid/ciy802 Text en © The Author(s) 2018. Published by Oxford University Press for the Infectious Diseases Society of America. All rights reserved. For permissions, e-mail: journals.permissions@oup.com. https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model This article is published and distributed under the terms of the Oxford University Press, Standard Journals Publication Model (https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model) This article is made available via the PMC Open Access Subset 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. Upon expiration of these permissions, PMC is granted a perpetual license to make this article available via PMC and Europe PMC, consistent with existing copyright protections. |
spellingShingle | Articles and Commentaries Zinter, Matt S Dvorak, Christopher C Mayday, Madeline Y Iwanaga, Kensho Ly, Ngoc P McGarry, Meghan E Church, Gwynne D Faricy, Lauren E Rowan, Courtney M Hume, Janet R Steiner, Marie E Crawford, Emily D Langelier, Charles Kalantar, Katrina Chow, Eric D Miller, Steve Shimano, Kristen Melton, Alexis Yanik, Gregory A Sapru, Anil DeRisi, Joseph L Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children |
title | Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children |
title_full | Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children |
title_fullStr | Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children |
title_full_unstemmed | Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children |
title_short | Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children |
title_sort | pulmonary metagenomic sequencing suggests missed infections in immunocompromised children |
topic | Articles and Commentaries |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6784263/ https://www.ncbi.nlm.nih.gov/pubmed/30239621 http://dx.doi.org/10.1093/cid/ciy802 |
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