Integrated-omics endotyping of infants with rhinovirus bronchiolitis and risk of childhood asthma

被引:46
|
作者
Raita, Yoshihiko [1 ]
Camargo, Carlos A., Jr. [1 ]
Bochkov, Yury A. [2 ]
Celedon, Juan C. [3 ]
Gern, James E. [2 ,4 ]
Mansbach, Jonathan M. [5 ]
Rhee, Eugene P. [6 ,7 ]
Freishtat, Robert J. [8 ,9 ,10 ]
Hasegawa, Kohei [1 ]
机构
[1] Harvard Med Sch, Dept Emergency Med, Massachusetts Gen Hosp, 125 Nashua St,Ste 920, Boston, MA 02114 USA
[2] Univ Wisconsin, Dept Pediat, Sch Med & Publ Hlth, Madison, WI USA
[3] Univ Pittsburgh, Dept Pediat, Div Pulm, UPMC Childrens Hosp Pittsburgh, Pittsburgh, PA 15260 USA
[4] Univ Wisconsin, Dept Med, Sch Med & Publ Hlth, Madison, WI USA
[5] Harvard Med Sch, Boston Childrens Hosp, Dept Pediat, Boston, MA 02115 USA
[6] Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Div Nephrol, Boston, MA 02115 USA
[7] Harvard Med Sch, Massachusetts Gen Hosp, Dept Med, Endocrine Unit, Boston, MA 02115 USA
[8] Childrens Natl Hosp, Div Emergency Med, Washington, DC USA
[9] George Washington Univ, Sch Med & Hlth Sci, Dept Pediat, Washington, DC 20052 USA
[10] George Washington Univ, Sch Med & Hlth Sci, Dept Genom & Precis Med, Washington, DC 20052 USA
基金
美国国家卫生研究院;
关键词
Integrated-omics; microbiome; metabolome; cytokines; endotyping; bronchiolitis; asthma; RESPIRATORY SYNCYTIAL VIRUS; DISEASE SEVERITY; MICROBIOTA; INFECTION; ASSOCIATION; PREVENTION; PROFILES; PATTERNS; CHILDREN; AIRWAY;
D O I
10.1016/j.jaci.2020.11.002
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Young children with rhinovirus (RV) infection-particularly bronchiolitis-are at high risk for developing childhood asthma. Emerging evidence suggests clinical heterogeneity within RV bronchiolitis. However, little is known about these biologically distinct subgroups (endotypes) and their relations with asthma risk. Objective: We aimed to identify RV bronchiolitis endotypes and examine their longitudinal relations with asthma risk. Methods: As part of a multicenter prospective cohort study of infants (age <12 months) hospitalized for bronchiolitis, we integrated clinical, RV species (RV-A, RV-B, and RV-C), nasopharyngeal microbiome (16S rRNA gene sequencing), cytokine, and metabolome (liquid chromatography tandem mass spectrometry) data collected at hospitalization. We then applied network and clustering approaches to identify bronchiolitis endotypes. We also examined their longitudinal association with risks of developing recurrent wheeze by age 3 years and asthma by age 5 years. Results: Of 122 infants hospitalized for RV bronchiolitis (median age, 4 months), we identified 4 distinct endotypes-mainly characterized by RV species, microbiome, and type 2 cytokine (T2) response: endotype A, virus(RV-C)microbiome(mixed) T2low; endotype B, virus(RV-A)microbiome(Haemophilus)T2(low); endotype C, virus(RSV/RV)microbiome(Streptococcus)T2(low); and endotype D, virus(RV-C)microbiome(Moraxella)T2(high). Compared with endotype A infants, endotype D infants had a significantly higher rate of recurrent wheeze (33% vs 64%; hazard ratio, 2.23; 95% CI, 1.00-4.96; P = .049) and a higher risk for developing asthma (28% vs 59%; odds ratio, 3.74: 95% CI, 1.21-12.6; P = .03). Conclusions: Integrated-omics analysis identified biologically meaningful RV bronchiolitis endotypes in infants, such as one characterized by RV-C infection, Moraxella-dominant microbiota, and high T2 cytokine response, at higher risk for developing recurrent wheeze and asthma. This study should facilitate further research toward validating our inferences.
引用
收藏
页码:2108 / 2117
页数:10
相关论文
共 39 条
  • [1] Integrated omics endotyping of infants with respiratory syncytial virus bronchiolitis and risk of childhood asthma
    Raita, Yoshihiko
    Perez-Losada, Marcos
    Freishtat, Robert J.
    Harmon, Brennan
    Mansbach, Jonathan M.
    Piedra, Pedro A.
    Zhu, Zhaozhong
    Camargo, Carlos A.
    Hasegawa, Kohei
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [2] Proteomics endotyping of infants with severe bronchiolitis and risk of childhood asthma
    Ooka, Tadao
    Raita, Yoshihiko
    Fujiogi, Michimasa
    Freishtat, Robert J.
    Gerszten, Robert E.
    Mansbach, Jonathan M.
    Zhu, Zhaozhong
    Camargo, Carlos A., Jr.
    Hasegawa, Kohei
    ALLERGY, 2022, 77 (11) : 3350 - 3361
  • [3] Metabolome subtyping of severe bronchiolitis in infancy and risk of childhood asthma
    Zhu, Zhaozhong
    Camargo, Carlos A. Jr Jr
    Raita, Yoshihiko
    Fujiogi, Michimasa
    Liang, Liming
    Rhee, Eugene P.
    Woodruff, Prescott G.
    Hasegawa, Kohei
    JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2022, 149 (01) : 102 - 112
  • [4] Nasopharyngeal airway dual-transcriptome of infants with severe bronchiolitis and risk of childhood asthma: A multicenter prospective study
    Zhu, Zhaozhong
    Camargo, Carlos A., Jr.
    Raita, Yoshihiko
    Freishtat, Robert J.
    Fujiogi, Michimasa
    Hahn, Andrea
    Mansbach, Jonathan M.
    Spergel, Jonathan M.
    Perez-Losada, Marcos
    Hasegawa, Kohei
    JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2022, 150 (04) : 806 - 816
  • [5] Integrated nasopharyngeal airway metagenome and asthma genetic risk endotyping of severe bronchiolitis in infancy and risk of childhood asthma
    Zhu, Zhaozhong
    Shibata, Ryohei
    Hoffman, Kristi L.
    Cormier, Juwan
    Mansbach, Jonathan M.
    Liang, Liming
    Camargo Jr, Carlos A.
    Hasegawa, Kohei
    EUROPEAN RESPIRATORY JOURNAL, 2024, 64 (06)
  • [6] From bronchiolitis endotyping to asthma risk assessment
    Carraro, Silvia
    Ferraro, Valentina Agnese
    Zanconato, Stefania
    THORAX, 2022, 77 (11) : 1055 - 1056
  • [7] Bronchiolitis in young infants: is it a risk factor for recurrent wheezing in childhood?
    Rinawi, Firas
    Kassis, Imad
    Tamir, Rina
    Kugelman, Amir
    Srugo, Isaac
    Miron, Dan
    WORLD JOURNAL OF PEDIATRICS, 2017, 13 (01) : 41 - 48
  • [8] Integrated-omics analysis with explainable deep networks on pathobiology of infant bronchiolitis
    Ooka, Tadao
    Usuyama, Naoto
    Shibata, Ryohei
    Kyo, Michihito
    Mansbach, Jonathan M.
    Zhu, Zhaozhong
    Camargo, Carlos A.
    Hasegawa, Kohei
    NPJ SYSTEMS BIOLOGY AND APPLICATIONS, 2024, 10 (01)
  • [9] Nasopharyngeal metatranscriptome profiles of infants with bronchiolitis and risk of childhood asthma: a multicentre prospective study
    Raita, Yoshihiko
    Perez-Losada, Marcos
    Freishtat, Robert J.
    Hahn, Andrea
    Castro-Nallar, Eduardo
    Ramos-Tapia, Ignacio
    Stearrett, Nathaniel
    Bochkov, Yury A.
    Gern, James E.
    Mansbach, Jonathan M.
    Zhu, Zhaozhong
    Camargo, Carlos A.
    Hasegawa, Kohei
    EUROPEAN RESPIRATORY JOURNAL, 2022, 60 (01)
  • [10] Immunoglobulin E-virus phenotypes of infant bronchiolitis and risk of childhood asthma
    Shibata, Ryohei
    Zhu, Zhaozhong
    Ooka, Tadao
    Freishtat, Robert J.
    Mansbach, Jonathan M.
    Perez-Losada, Marcos
    Ramos-Tapia, Ignacio
    Teach, Stephen
    Camargo, Carlos A., Jr.
    Hasegawa, Kohei
    FRONTIERS IN IMMUNOLOGY, 2023, 14