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

被引:32
作者
Suprun, Maria [1 ]
Sicherer, Scott H. [1 ]
Wood, Robert A. [2 ]
Jones, Stacie M. [3 ,4 ]
Leung, Donald Y. M. [5 ]
Henning, Alice K. [6 ]
Dawson, Peter [6 ]
Burks, A. Wesley [7 ]
Lindblad, Robert [6 ]
Getts, Robert [8 ]
Suarez-Farinas, Mayte [1 ]
Sampson, Hugh A. [1 ]
机构
[1] Icahn Sch Med Mt Sinai, New York, NY 10029 USA
[2] Johns Hopkins Univ, Sch Med, Baltimore, MD USA
[3] Univ Arkansas Med Sci, Little Rock, AR 72205 USA
[4] Arkansas Childrens Hosp, 800 Marshall St, Little Rock, AR 72202 USA
[5] Natl Jewish Hlth, Denver, CO USA
[6] Emmes, Rockville, MD USA
[7] Univ N Carolina, Chapel Hill, NC 27515 USA
[8] AllerGenis LLC, Hatfield, PA USA
基金
美国国家卫生研究院;
关键词
Peanut allergy; epitopes; antibodies; IgE; IgG(4); Ara h 1; Ara h 2; Ara h 3; Bead-Based Epitope Assay; machine learning; precision medicine; ARA H 2; FOOD ALLERGY; MICROARRAY IMMUNOASSAY; MUTATIONAL ANALYSIS; BINDING EPITOPES; HUMAN IGG4; IGG(4); PREVALENCE; EXPRESSION; COMPONENTS;
D O I
10.1016/j.jaci.2020.08.005
中图分类号
R392 [医学免疫学];
学科分类号
100102 ;
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.
引用
收藏
页码:1080 / 1088
页数:9
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