TY - JOUR
T1 - Childhood asthma clusters and response to therapy in clinical trials
AU - Chang, Timothy S.
AU - Lemanske, Robert F.
AU - Mauger, David
AU - Fitzpatrick, Anne M.
AU - Sorkness, Christine A.
AU - Szefler, Stanley J.
AU - Gangnon, Ronald E.
AU - Page, C. David
AU - Jackson, Daniel J.
N1 - Funding Information:
This study was supported by the Clinical and Translational Science Award (CTSA) program through the National Institutes of Health (NIH) National Center for Advancing Translational Sciences (NCATS) UL1TR000427 and National Heart, Lung, and Blood Institute (NHLBI) Fellowship F30HL112491 . The study was also supported by grants ( 5U10HL064287, 5U10HL064288, 5U10HL064295, 5U10HL064307, 5U10HL064305, and 5U10HL064313 ) from the NHLBI ; a grant ( 5UL1RR02499204 ) from the Washington University School of Medicine CTSA Infrastructure for Pediatric Research ; a grant ( 1UL1RR025011 ) from the Madison CTSA ; a grant ( UL1RR025780 ) to the Colorado CTSA from the National Center for Research Resources ; and grants to the General Clinical Research Centers at Washington University School of Medicine ( M01 RR00036 ), National Jewish Health ( M01 RR00051 ), and the University of New Mexico ( 5M01 RR00997 ).
PY - 2014/2
Y1 - 2014/2
N2 - Background Childhood asthma clusters, or subclasses, have been developed by computational methods without evaluation of clinical utility. Objective To replicate and determine whether childhood asthma clusters previously identified computationally in the Severe Asthma Research Program (SARP) are associated with treatment responses in Childhood Asthma Research and Education (CARE) Network clinical trials. Methods A cluster assignment model was determined by using SARP participant data. A total of 611 participants 6 to 18 years old from 3 CARE trials were assigned to SARP pediatric clusters. Primary and secondary outcomes were analyzed by cluster in each trial. Results CARE participants were assigned to SARP clusters with high accuracy. Baseline characteristics were similar between SARP and CARE children of the same cluster. Treatment response in CARE trials was generally similar across clusters. However, with the caveat of a smaller sample size, children in the early-onset/severe-lung function cluster had best response with fluticasone/salmeterol (64% vs 23% 2.5× fluticasone and 13% fluticasone/montelukast in the Best ADd-on Therapy Giving Effective Responses trial; P =.011) and children in the early-onset/comorbidity cluster had the least clinical efficacy to treatments (eg, -0.076% change in FEV 1 in the Characterizing Response to Leukotriene Receptor Antagonist and Inhaled Corticosteroid trial). Conclusions In this study, we replicated SARP pediatric asthma clusters by using a separate, large clinical trials network. Early-onset/severe-lung function and early-onset/comorbidity clusters were associated with differential and limited response to therapy, respectively. Further prospective study of therapeutic response by cluster could provide new insights into childhood asthma treatment.
AB - Background Childhood asthma clusters, or subclasses, have been developed by computational methods without evaluation of clinical utility. Objective To replicate and determine whether childhood asthma clusters previously identified computationally in the Severe Asthma Research Program (SARP) are associated with treatment responses in Childhood Asthma Research and Education (CARE) Network clinical trials. Methods A cluster assignment model was determined by using SARP participant data. A total of 611 participants 6 to 18 years old from 3 CARE trials were assigned to SARP pediatric clusters. Primary and secondary outcomes were analyzed by cluster in each trial. Results CARE participants were assigned to SARP clusters with high accuracy. Baseline characteristics were similar between SARP and CARE children of the same cluster. Treatment response in CARE trials was generally similar across clusters. However, with the caveat of a smaller sample size, children in the early-onset/severe-lung function cluster had best response with fluticasone/salmeterol (64% vs 23% 2.5× fluticasone and 13% fluticasone/montelukast in the Best ADd-on Therapy Giving Effective Responses trial; P =.011) and children in the early-onset/comorbidity cluster had the least clinical efficacy to treatments (eg, -0.076% change in FEV 1 in the Characterizing Response to Leukotriene Receptor Antagonist and Inhaled Corticosteroid trial). Conclusions In this study, we replicated SARP pediatric asthma clusters by using a separate, large clinical trials network. Early-onset/severe-lung function and early-onset/comorbidity clusters were associated with differential and limited response to therapy, respectively. Further prospective study of therapeutic response by cluster could provide new insights into childhood asthma treatment.
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U2 - 10.1016/j.jaci.2013.09.002
DO - 10.1016/j.jaci.2013.09.002
M3 - Article
C2 - 24139497
AN - SCOPUS:84895058912
SN - 0091-6749
VL - 133
SP - 363-369.e3
JO - Journal of Allergy and Clinical Immunology
JF - Journal of Allergy and Clinical Immunology
IS - 2
ER -