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

التفاصيل البيبلوغرافية
العنوان: Early epitope-specific IgE antibodies are predictive of childhood peanut allergy
المؤلفون: Donald Y.M. Leung, Robert C. Getts, Hugh A. Sampson, Alice K. Henning, Mayte Suárez-Fariñas, Scott H. Sicherer, Stacie M. Jones, Robert A. Wood, Maria Suprun, A. Wesley Burks, Peter Dawson, Robert Lindblad
المصدر: J Allergy Clin Immunol
سنة النشر: 2020
مصطلحات موضوعية: Male, Allergy, Adolescent, Arachis, Immunology, Peanut allergy, Immunoglobulin E, Article, Serology, Cohort Studies, Machine Learning, 03 medical and health sciences, Epitopes, 0302 clinical medicine, Predictive Value of Tests, 030225 pediatrics, Immune Tolerance, Immunology and Allergy, Medicine, Humans, Peanut Hypersensitivity, Prospective Studies, Precision Medicine, Prospective cohort study, Child, biology, business.industry, Oral food challenge, Area under the curve, food and beverages, Infant, Allergens, medicine.disease, Prognosis, 030228 respiratory system, Child, Preschool, Immunoglobulin G, biology.protein, Female, Antibody, business, Algorithms, Follow-Up Studies
الوصف: Background Peanut allergy is characterized by the development of IgE against peanut antigen. Objective We sought to evaluate the evolution of epitope-specific (es)IgE and esIgG4 in a prospective cohort of high-risk infants to determine whether antibody profiles can predict peanut allergy after age 4 years. Methods The end point was allergy status at age 4+ years; samples from 293 children were 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 esIgG4 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.
تدمد: 1097-6825
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aad1b865ea2dd4432079302d41fe2522
https://pubmed.ncbi.nlm.nih.gov/32795587
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....aad1b865ea2dd4432079302d41fe2522
قاعدة البيانات: OpenAIRE