TY - JOUR
T1 - Allergic disease trajectories up to adolescence
T2 - Characteristics, early-life, and genetic determinants
AU - Kilanowski, Anna
AU - Thiering, Elisabeth
AU - Wang, Gang
AU - Kumar, Ashish
AU - Kress, Sara
AU - Flexeder, Claudia
AU - Bauer, Carl Peter
AU - Berdel, Dietrich
AU - von Berg, Andrea
AU - Bergström, Anna
AU - Gappa, Monika
AU - Heinrich, Joachim
AU - Herberth, Gunda
AU - Koletzko, Sibylle
AU - Kull, Inger
AU - Melén, Erik
AU - Schikowski, Tamara
AU - Peters, Annette
AU - Standl, Marie
N1 - Publisher Copyright:
© 2022 The Authors. Allergy published by European Academy of Allergy and Clinical Immunology and John Wiley & Sons Ltd.
PY - 2023/3
Y1 - 2023/3
N2 - Background: Allergic diseases often develop jointly during early childhood but differ in timing of onset, remission, and progression. Their disease course over time is often difficult to predict and determinants are not well understood. Objectives: We aimed to identify trajectories of allergic diseases up to adolescence and to investigate their association with early-life and genetic determinants and clinical characteristics. Methods: Longitudinal k-means clustering was used to derive trajectories of allergic diseases (asthma, atopic dermatitis, and rhinitis) in two German birth cohorts (GINIplus/LISA). Associations with early-life determinants, polygenic risk scores, food and aeroallergen sensitization, and lung function were estimated by multinomial models. The results were replicated in the independent Swedish BAMSE cohort. Results: Seven allergic disease trajectories were identified: “Intermittently allergic,” “rhinitis,” “early-resolving dermatitis,” “mid-persisting dermatitis,” “multimorbid,” “persisting dermatitis plus rhinitis,” and “early-transient asthma.” Family history of allergies was more prevalent in all allergic disease trajectories compared the non-allergic controls with stronger effect sizes for clusters comprising more than one allergic disease (e.g., RRR = 5.0, 95% CI = [3.1–8.0] in the multimorbid versus 1.8 [1.4–2.4] in the mild intermittently allergic cluster). Specific polygenic risk scores for single allergic diseases were significantly associated with their relevant trajectories. The derived trajectories and their association with genetic effects and clinical characteristics showed similar results in BAMSE. Conclusion: Seven robust allergic clusters were identified and showed associations with early life and genetic factors as well as clinical characteristics.
AB - Background: Allergic diseases often develop jointly during early childhood but differ in timing of onset, remission, and progression. Their disease course over time is often difficult to predict and determinants are not well understood. Objectives: We aimed to identify trajectories of allergic diseases up to adolescence and to investigate their association with early-life and genetic determinants and clinical characteristics. Methods: Longitudinal k-means clustering was used to derive trajectories of allergic diseases (asthma, atopic dermatitis, and rhinitis) in two German birth cohorts (GINIplus/LISA). Associations with early-life determinants, polygenic risk scores, food and aeroallergen sensitization, and lung function were estimated by multinomial models. The results were replicated in the independent Swedish BAMSE cohort. Results: Seven allergic disease trajectories were identified: “Intermittently allergic,” “rhinitis,” “early-resolving dermatitis,” “mid-persisting dermatitis,” “multimorbid,” “persisting dermatitis plus rhinitis,” and “early-transient asthma.” Family history of allergies was more prevalent in all allergic disease trajectories compared the non-allergic controls with stronger effect sizes for clusters comprising more than one allergic disease (e.g., RRR = 5.0, 95% CI = [3.1–8.0] in the multimorbid versus 1.8 [1.4–2.4] in the mild intermittently allergic cluster). Specific polygenic risk scores for single allergic diseases were significantly associated with their relevant trajectories. The derived trajectories and their association with genetic effects and clinical characteristics showed similar results in BAMSE. Conclusion: Seven robust allergic clusters were identified and showed associations with early life and genetic factors as well as clinical characteristics.
KW - allergic diseases
KW - epidemiology
KW - longitudinal clustering
KW - polygenic risk score
KW - trajectories
UR - http://www.scopus.com/inward/record.url?scp=85138252961&partnerID=8YFLogxK
U2 - 10.1111/all.15511
DO - 10.1111/all.15511
M3 - Article
C2 - 36069615
AN - SCOPUS:85138252961
SN - 0105-4538
VL - 78
SP - 836
EP - 850
JO - Allergy: European Journal of Allergy and Clinical Immunology
JF - Allergy: European Journal of Allergy and Clinical Immunology
IS - 3
ER -