Integrated omics endotyping of infants with respiratory syncytial virus bronchiolitis and risk of childhood asthma

被引:100
作者
Raita, Yoshihiko [1 ]
Perez-Losada, Marcos [2 ,3 ]
Freishtat, Robert J. [4 ,5 ,6 ]
Harmon, Brennan [4 ]
Mansbach, Jonathan M. [7 ]
Piedra, Pedro A. [8 ,9 ]
Zhu, Zhaozhong [1 ]
Camargo, Carlos A. [1 ]
Hasegawa, Kohei [1 ]
机构
[1] Harvard Med Sch, Massachusetts Gen Hosp, Dept Emergency Med, Boston, MA 02115 USA
[2] George Washington Univ, Dept Biostat & Bioinformat, Computat Biol Inst, Washington, DC USA
[3] Univ Porto, Ctr Invest Biodiversidade & Recursos Genet, CIBIO InBIO, Campus Agr Vairao, Vairao, Portugal
[4] Childrens Natl Hosp, Ctr Genet Med Res, Washington, DC USA
[5] Childrens Natl Hosp, Div Emergency Med, Washington, DC USA
[6] Washington Univ, Sch Med & Hlth Sci, Dept Pediat, Washington, DC USA
[7] Harvard Med Sch, Boston Childrens Hosp, Dept Pediat, Boston, MA 02115 USA
[8] Baylor Coll Med, Dept Mol Virol & Microbiol, Houston, TX 77030 USA
[9] Baylor Coll Med, Dept Pediat, Houston, TX 77030 USA
基金
美国国家卫生研究院;
关键词
NASOPHARYNGEAL MICROBIOTA; STREPTOCOCCUS-PNEUMONIAE; DISEASE SEVERITY; CHILDREN; INFECTION; TRANSCRIPTOMICS; QUANTIFICATION; IDENTIFICATION; ASSOCIATION; MULTICENTER;
D O I
10.1038/s41467-021-23859-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Respiratory syncytial virus (RSV) bronchiolitis is not only the leading cause of hospitalization in U.S. infants, but also a major risk factor for asthma development. While emerging evidence suggests clinical heterogeneity within RSV bronchiolitis, little is known about its biologically-distinct endotypes. Here, we integrated clinical, virus, airway microbiome (species-level), transcriptome, and metabolome data of 221 infants hospitalized with RSV bronchiolitis in a multicentre prospective cohort study. We identified four biologically- and clinically-meaningful endotypes: A) clinical(classic)microbiome(M. nonliquefaciens)inflammation(IFN-intermediate), B) clinical(atopic)microbiome(S. pneumoniae/M. catarrhalis)inflammation(IFN-high), C) clinical(severe)microbiome(mixed)inflammation(IFN-low), and D) clinical(non-atopic)microbiome(M.catarrhalis)inflammation(IL-6). Particularly, compared with endotype A infants, endotype B infants-who are characterized by a high proportion of IgE sensitization and rhinovirus coinfection, S. pneumoniae/M. catarrhalis codominance, and high IFN-alpha and -gamma response-had a significantly higher risk for developing asthma (9% vs. 38%; OR, 6.00: 95%CI, 2.08-21.9; P = 0.002). Our findings provide an evidence base for the early identification of high-risk children during a critical period of airway development. Respiratory syncytial virus (RSV) bronchiolitis during infancy is a major risk factor for asthma development. Here, Raita et al. integrate clinical data with airway microbiome, transcriptome, and metabolome data and identity four endotypes with differential risks for developing asthma.
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页数:13
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共 56 条
[1]   Reduced interferon-γ expression in peripheral blood mononuclear cells of infants with severe respiratory syncytial virus disease [J].
Aberle, JH ;
Aberle, SW ;
Dworzak, MN ;
Mandl, CW ;
Rebhandl, W ;
Vollnhofer, G ;
Kundi, M ;
Popow-Kraupp, T .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 160 (04) :1263-1268
[2]   The impact of modifiable risk factor reduction on childhood asthma development [J].
Abreo, Andrew ;
Gebretsadik, Tebeb ;
Stone, Cosby A. ;
Hartert, Tina V. .
CLINICAL AND TRANSLATIONAL MEDICINE, 2018, 7
[3]   IL-17 and TNF-α Are Key Mediators Of Moraxella catarrhalis Triggered Exacerbation of Allergic Airway Inflammation [J].
Alnahas, Safa ;
Hagner, Stefanie ;
Raifer, Hartmann ;
Kilic, Ayse ;
Gasteiger, Georg ;
Mutters, Reinier ;
Hellhund, Anne ;
Prinz, Immo ;
Pinkenburg, Olaf ;
Visekruna, Alexander ;
Garn, Holger ;
Steinhoff, Ulrich .
FRONTIERS IN IMMUNOLOGY, 2017, 8
[4]   Interferon response to respiratory syncytial virus by bronchial epithelium from children with asthma is inversely correlated with pulmonary function [J].
Altman, Matthew C. ;
Reeves, Stephen R. ;
Parker, Andrew R. ;
Whalen, Elizabeth ;
Misura, Kira M. ;
Barrow, Kaitlyn A. ;
James, Richard G. ;
Hallstrand, Teal S. ;
Ziegler, Steven F. ;
Debley, Jason S. .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2018, 142 (02) :451-459
[5]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[6]   Clinical PathoScope: rapid alignment and filtration for accurate pathogen identification in clinical samples using unassembled sequencing data [J].
Byrd, Allyson L. ;
Perez-Rogers, Joseph F. ;
Manimaran, Solaiappan ;
Castro-Nallar, Eduardo ;
Toma, Ian ;
McCaffrey, Tim ;
Siegel, Marc ;
Benson, Gary ;
Crandall, Keith A. ;
Johnson, William Evan .
BMC BIOINFORMATICS, 2014, 15
[7]   Cord-Blood 25-Hydroxyvitamin D Levels and Risk of Respiratory Infection, Wheezing, and Asthma [J].
Camargo, Carlos A., Jr. ;
Ingham, Tristram ;
Wickens, Kristin ;
Thadhani, Ravi ;
Silvers, Karen M. ;
Epton, Michael J. ;
Town, G. Ian ;
Pattemore, Philip K. ;
Espinola, Janice A. ;
Crane, Julian .
PEDIATRICS, 2011, 127 (01) :E180-E187
[8]   Organization of GC/MS and LC/MS metabolomics data into chemical libraries [J].
DeHaven, Corey D. ;
Evans, Anne M. ;
Dai, Hongping ;
Lawton, Kay A. .
JOURNAL OF CHEMINFORMATICS, 2010, 2
[9]   Severe bronchiolitis profiles and risk of recurrent wheeze by age 3 years [J].
Dumas, Orianne ;
Hasegawa, Kohei ;
Mansbach, Jonathan M. ;
Sullivan, Ashley F. ;
Piedra, Pedro A. ;
Camargo, Carlos A., Jr. .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2019, 143 (04) :1371-+
[10]   A clustering approach to identify severe bronchiolitis profiles in children [J].
Dumas, Orianne ;
Mansbach, Jonathan M. ;
Jartti, Tuomas ;
Hasegawa, Kohei ;
Sullivan, Ashley F. ;
Piedra, Pedro A. ;
Camargo, Carlos A., Jr. .
THORAX, 2016, 71 (08) :712-718