TY - JOUR
T1 - Latent class analysis reveals clinically relevant atopy phenotypes in 2 birth cohorts
AU - PASTURE Study groups
AU - Hose, Alexander J.
AU - Depner, Martin
AU - Illi, Sabina
AU - Lau, Susanne
AU - Keil, Thomas
AU - Wahn, Ulrich
AU - Fuchs, Oliver
AU - Pfefferle, Petra Ina
AU - Schmaußer-Hechfellner, Elisabeth
AU - Genuneit, Jon
AU - Lauener, Roger
AU - Karvonen, Anne M.
AU - Roduit, Caroline
AU - Dalphin, Jean Charles
AU - Riedler, Josef
AU - Pekkanen, Juha
AU - von Mutius, Erika
AU - Ege, Markus J.
AU - Bauer, Carl Peter
AU - Forster, Johannes
AU - Zepp, Fred
AU - Wahn, Volker
AU - Schuster, Antje
AU - Bergmann, Renate L.
AU - Bergmann, Karl E.
AU - Reich, Andreas
AU - Grabenhenrich, Linus
AU - Schaub, Bianca
AU - Loss, Georg J.
AU - Renz, Harald
AU - Kabesch, Michael
AU - Roponen, Marjut
AU - Hyvärinen, Anne
AU - Tiittanen, Pekka
AU - Remes, Sami
AU - Braun-Fahrländer, Charlotte
AU - Frei, Remo
AU - Kaulek, Vincent
AU - Dalphin, Marie Laure
AU - Doekes, Gert
AU - Blümer, Nicole
AU - Frey, Urs
N1 - Funding Information:
The Multizentrische Allergiestudie (MAS) study was funded by grants from the German Federal Ministry of Education and Research (BMBF; reference nos. 07015633, 07 ALE 27, 01EE9405/5, and 01EE9406) and the German Research Foundation (DFG; reference no. KE 1462/2-1). The funders had no role in the design, management, data collection, analysis, or interpretation of the data or in the writing of the manuscript or the decision to submit for publication. For PASTURE, work was supported by the European Commission (research grants QLK4-CT-2001-00250, FOOD-CT-2006-31708, and KBBE-2007-2-2-06), the European Research Council (Grant 250268), and the German Federal Ministry of Education and Research (BMBF; project German Center for Lung Research [DZL]). The funding sources did not influence the study design; the collection, analysis, and interpretation of data; the writing of the manuscript; and the decision to submit the paper for publication. The corresponding author had full access to all of the data in this study and takes complete responsibility for the integrity of the data and the accuracy of the data analysis.
Publisher Copyright:
© 2016 American Academy of Allergy, Asthma & Immunology
Copyright:
Copyright 2017 Elsevier B.V., All rights reserved.
PY - 2017/6
Y1 - 2017/6
N2 - Background Phenotypes of childhood-onset asthma are characterized by distinct trajectories and functional features. For atopy, definition of phenotypes during childhood is less clear. Objective We sought to define phenotypes of atopic sensitization over the first 6 years of life using a latent class analysis (LCA) integrating 3 dimensions of atopy: allergen specificity, time course, and levels of specific IgE (sIgE). Methods Phenotypes were defined by means of LCA in 680 children of the Multizentrische Allergiestudie (MAS) and 766 children of the Protection against allergy: Study in Rural Environments (PASTURE) birth cohorts and compared with classical nondisjunctive definitions of seasonal, perennial, and food sensitization with respect to atopic diseases and lung function. Cytokine levels were measured in the PASTURE cohort. Results The LCA classified predominantly by type and multiplicity of sensitization (food vs inhalant), allergen combinations, and sIgE levels. Latent classes were related to atopic disease manifestations with higher sensitivity and specificity than the classical definitions. LCA detected consistently in both cohorts a distinct group of children with severe atopy characterized by high seasonal sIgE levels and a strong propensity for asthma; hay fever; eczema; and impaired lung function, also in children without an established asthma diagnosis. Severe atopy was associated with an increased IL-5/IFN-γ ratio. A path analysis among sensitized children revealed that among all features of severe atopy, only excessive sIgE production early in life affected asthma risk. Conclusions LCA revealed a set of benign, symptomatic, and severe atopy phenotypes. The severe phenotype emerged as a latent condition with signs of a dysbalanced immune response. It determined high asthma risk through excessive sIgE production and directly affected impaired lung function.
AB - Background Phenotypes of childhood-onset asthma are characterized by distinct trajectories and functional features. For atopy, definition of phenotypes during childhood is less clear. Objective We sought to define phenotypes of atopic sensitization over the first 6 years of life using a latent class analysis (LCA) integrating 3 dimensions of atopy: allergen specificity, time course, and levels of specific IgE (sIgE). Methods Phenotypes were defined by means of LCA in 680 children of the Multizentrische Allergiestudie (MAS) and 766 children of the Protection against allergy: Study in Rural Environments (PASTURE) birth cohorts and compared with classical nondisjunctive definitions of seasonal, perennial, and food sensitization with respect to atopic diseases and lung function. Cytokine levels were measured in the PASTURE cohort. Results The LCA classified predominantly by type and multiplicity of sensitization (food vs inhalant), allergen combinations, and sIgE levels. Latent classes were related to atopic disease manifestations with higher sensitivity and specificity than the classical definitions. LCA detected consistently in both cohorts a distinct group of children with severe atopy characterized by high seasonal sIgE levels and a strong propensity for asthma; hay fever; eczema; and impaired lung function, also in children without an established asthma diagnosis. Severe atopy was associated with an increased IL-5/IFN-γ ratio. A path analysis among sensitized children revealed that among all features of severe atopy, only excessive sIgE production early in life affected asthma risk. Conclusions LCA revealed a set of benign, symptomatic, and severe atopy phenotypes. The severe phenotype emerged as a latent condition with signs of a dysbalanced immune response. It determined high asthma risk through excessive sIgE production and directly affected impaired lung function.
UR - http://www.scopus.com/inward/record.url?scp=85007364299&partnerID=8YFLogxK
U2 - 10.1016/j.jaci.2016.08.046
DO - 10.1016/j.jaci.2016.08.046
M3 - Journal articles
C2 - 27771325
AN - SCOPUS:85007364299
SN - 0091-6749
VL - 139
SP - 1935-1945.e12
JO - Journal of Allergy and Clinical Immunology
JF - Journal of Allergy and Clinical Immunology
IS - 6
ER -