Confirmation of multiple endotypes in atopic dermatitis based on serum biomarkers

被引:84
作者
Bakker, Daphne S. [1 ,2 ]
Nierkens, Stefan [2 ]
Knol, Edward F. [1 ,2 ]
Giovannone, Barbara [2 ]
Delemarre, Eveline M. [2 ]
van der Schaft, Jorien [1 ]
van Wijk, Femke [2 ]
De Bruin-Weller, Marjolein S. [1 ]
Drylewicz, Julia [2 ]
Thijs, Judith L. [1 ]
机构
[1] Univ Med Ctr Utrecht, Natl Expertise Ctr Atop Dermatitis, Dept Dermatol & Allergol, Utrecht, Netherlands
[2] Univ Med Ctr Utrecht, Ctr Translat Immunol, Utrecht, Netherlands
关键词
Atopic dermatitis; endotypes; clusters; biomarkers; prediction; personalized medicine; principal components analysis; ATTRACTING CHEMOKINE CTACK; ALLERGIC DISEASES; LIGAND; IMMUNOLOGY; MECHANISMS; EXPRESSION; DUPILUMAB; INSIGHTS; FEATURES; PLACEBO;
D O I
10.1016/j.jaci.2020.04.062
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
摘要
Background: Atopic dermatitis (AD) is a highly heterogeneous disease, both clinically and biologically, whereas patients are still being treated according to a "one-size-fits-all"approach. Stratification of patients into biomarker-based endotypes is important for future development of personalized therapies. Objective: Our aim was to confirm previously defined serum biomarker-based patient clusters in a new cohort of patients with AD. Methods: A panel of 143 biomarkers was measured by using Luminex technology in serum samples from 146 patients with severe AD (median Eczema Area and Severity Index = 28.3; interquartile range = 25.2-35.3). Principal components analysis followed by unsupervised k-means cluster analysis of the biomarker data was used to identify patient clusters. A prediction model was built on the basis of a previous cohort to predict the 1 of the 4 previously identified clusters to which the patients of our new cohort would belong. Results: Cluster analysis identified 4 serum biomarker-based clusters, 3 of which (clusters B, C, and D) were comparable to the previously identified clusters. Cluster A (33.6%) could be distinguished from the other clusters as being a "skin-homing chemokines/IL-1R1-dominant"cluster, whereas cluster B (18.5%) was a "T(H)1/T(H)2/T(H)17-dominant"cluster, cluster C (18.5%) was a "T(H)2/T(H)22/PARC-dominant"cluster, and cluster D (29.5%) was a "T(H)2/eosinophil-inferior"cluster. Additionally, by using a prediction model based on our previous cohort we accurately assigned the new cohort to the 4 previously identified clusters by including only 10 selected serum biomarkers. Conclusion: We confirmed that AD is heterogeneous at the immunopathologic level and identified 4 distinct biomarker-based clusters, 3 of which were comparable with previously identified clusters. Cluster membership could be predicted with a model including 10 serum biomarkers.
引用
收藏
页码:189 / 198
页数:10
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