Early epitope-specific IgE antibodies are predictive of childhood peanut allergy

Journal of Allergy and Clinical Immunology(2020)

引用 28|浏览63
暂无评分
摘要
Background: Peanut allergy is characterized by the development of IgE against peanut antigen. Objective: We sought to evaluate the evolution of epitopespecific (es)IgE and esIgG(4) in a prospective cohort of high-risk infants to determine whether antibody profiles can predict peanut allergy after age 4 years.Methods: The end pointwas allergy status at age 4(+) years; samples from 293 childrenwere collected at age 3 to 15 months and 2 to 3 and 4(+) years. Levels of specific (s)IgE and sIgG4 to peanut and component proteins, and 50 esIgE and esIgG(4) were quantified. Changes were analyzed with mixed-effects models. Machine learning algorithms were developed to identify a combination of antigen- and epitope-specific antibodies that using 3- to 15-month or 2- to 3-year samples can predict allergy status at age 4(+) years.Results: At age 4(+) years, 38% of children were Tolerant or 14% had Possible, 8% Convincing, 24% Serologic, and 16% Confirmed allergy. At age 3 to 15 months, esIgE profiles were similar among groups, whereas marked increases were evident at age 2 and 4(+) years only in Confirmed and Serologic groups. In contrast, peanut sIgE level was significantly lower in the Tolerant group at age 3 to 15 months, increased in Confirmed and Serologic groups but decreased in Convincing and Possibly Allergic groups over time. An algorithm combining esIgEs with peanut sIgE outperformed different clinically relevant IgE cutoffs, predicting allergy status on an ``unseen'' set of patients with area under the curves of 0.84 at age 3 to 15 months and 0.87 at age 2 to 3 years.Conclusions: Early epitope-specific plus peanut-specific IgE is predictive of allergy status at age 4(+) years.
更多
查看译文
关键词
Peanut allergy,epitopes,antibodies,IgE,IgG4,Ara h 1,Ara h 2,Ara h 3,Bead-Based Epitope Assay,machine learning,precision medicine
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要