Department of Biostatistics and Medical Informatics, University of Wisconsin School of Medicine and Public Health, Madison, Wis.
Department of Pediatrics, University of Wisconsin School of Medicine and Public Health, Madison, Wis; Department of Medicine, University of Wisconsin School of Medicine and Public Health, Madison, Wis.
J Allergy Clin Immunol. 2014 Feb;133(2):363-9. doi: 10.1016/j.jaci.2013.09.002. Epub 2013 Oct 15.
Childhood asthma clusters, or subclasses, have been developed by computational methods without evaluation of clinical utility.
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.
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.
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 FEV1 in the Characterizing Response to Leukotriene Receptor Antagonist and Inhaled Corticosteroid trial).
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.
儿童哮喘聚类或子类已通过计算方法开发,而未评估其临床实用性。
复制并确定先前在严重哮喘研究计划(SARP)中通过计算方法确定的儿童哮喘聚类是否与儿童哮喘研究和教育(CARE)网络临床试验中的治疗反应相关。
使用 SARP 参与者数据确定聚类分配模型。共有 611 名 6 至 18 岁的参与者来自 3 项 CARE 试验,被分配到 SARP 儿科聚类中。在每个试验中均通过聚类分析主要和次要结局。
CARE 参与者被准确地分配到 SARP 聚类中。SARP 和 CARE 中具有相同聚类的儿童的基线特征相似。CARE 试验中的治疗反应在聚类之间通常相似。但是,需要注意的是,由于样本量较小,早期发病/严重肺功能聚类的儿童使用氟替卡松/沙美特罗的反应最佳(最佳附加治疗有效反应试验中为 64%比 23% 2.5×氟替卡松和 13%氟替卡松/孟鲁司特;P=0.011),而早期发病/合并症聚类的儿童对治疗的临床疗效最低(例如,在白三烯受体拮抗剂和吸入皮质激素试验中,FEV1 的变化为-0.076%)。
在这项研究中,我们使用另一个大型临床试验网络复制了 SARP 儿科哮喘聚类。早期发病/严重肺功能和早期发病/合并症聚类分别与治疗反应的差异和有限相关。通过聚类进一步研究治疗反应可以为儿童哮喘治疗提供新的见解。