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Zinter MS, Dvorak CC, Mayday MY, Iwanaga K, Ly NP, McGarry ME, Church GD, Faricy LE, Rowan CM, Hume JR, Steiner ME, Crawford ED, Langelier C, Kalantar K, Chow ED, Miller S, Shimano K, Melton A, Yanik GA, Sapru A, DeRisi JL. Pulmonary Metagenomic Sequencing Suggests Missed Infections in Immunocompromised Children. Clin Infect Dis 2020; 68:1847-1855. [PMID: 30239621 PMCID: PMC6784263 DOI: 10.1093/cid/ciy802] [Citation(s) in RCA: 90] [Impact Index Per Article: 22.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2018] [Accepted: 09/13/2018] [Indexed: 12/16/2022] Open
Abstract
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.
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Affiliation(s)
- Matt S Zinter
- Division of Critical Care, University of California, San Francisco School of Medicine
| | - Christopher C Dvorak
- Division of Allergy, Immunology, and Blood & Marrow Transplantation, University of California, San Francisco School of Medicine
| | - Madeline Y Mayday
- Division of Critical Care, University of California, San Francisco School of Medicine
| | - Kensho Iwanaga
- Division of Pulmonology, Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco School of Medicine
| | - Ngoc P Ly
- Division of Pulmonology, Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco School of Medicine
| | - Meghan E McGarry
- Division of Pulmonology, Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco School of Medicine
| | - Gwynne D Church
- Division of Pulmonology, Department of Pediatrics, Benioff Children's Hospital, University of California, San Francisco School of Medicine
| | - Lauren E Faricy
- Division of Pulmonology, Department of Pediatrics, University of Vermont School of Medicine, Burlington
| | - Courtney M Rowan
- Division of Critical Care, Department of Pediatrics, Riley Hospital for Children, Indiana University School of Medicine, Indianapolis
| | - Janet R Hume
- Division of Critical Care, University of Minnesota School of Medicine, Minneapolis
| | - Marie E Steiner
- Division of Critical Care, University of Minnesota School of Medicine, Minneapolis.,Hematology/Oncology, Department of Pediatrics, Masonic Children's Hospital, University of Minnesota School of Medicine, Minneapolis
| | - Emily D Crawford
- Chan Zuckerberg Biohub, University of California-San Francisco School of Medicine.,Department of Biochemistry & Biophysics, University of California-San Francisco School of Medicine
| | - Charles Langelier
- Division of Infectious Diseases, Department of Internal Medicine, University of California-San Francisco School of Medicine
| | - Katrina Kalantar
- Department of Biochemistry & Biophysics, University of California-San Francisco School of Medicine
| | - Eric D Chow
- Department of Biochemistry & Biophysics, University of California-San Francisco School of Medicine
| | - Steve Miller
- Department of Laboratory Medicine, University of California-San Francisco School of Medicine
| | - Kristen Shimano
- Division of Allergy, Immunology, and Blood & Marrow Transplantation, University of California, San Francisco School of Medicine
| | - Alexis Melton
- Division of Allergy, Immunology, and Blood & Marrow Transplantation, University of California, San Francisco School of Medicine
| | - Gregory A Yanik
- Division of Oncology, Department of Pediatrics, Motts Children's Hospital, University of Michigan School of Medicine, Ann Arbor
| | - Anil Sapru
- Division of Critical Care, University of California, San Francisco School of Medicine.,Division of Critical Care, Department of Pediatrics, Mattel Children's Hospital, University of California-Los Angeles, Geffen School of Medicine
| | - Joseph L DeRisi
- Chan Zuckerberg Biohub, University of California-San Francisco School of Medicine.,Department of Biochemistry & Biophysics, University of California-San Francisco School of Medicine
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