Kim Hamin, Jeong Kyunguk, Park Mireu, Roh Yun Young, Jung Jae Hwa, Kim Soo Yeon, Kim Jong Deok, Kim Min Jung, Kim Yoon Hee, Sohn Myung Hyun, Lee Sooyoung, Kim Kyung Won
Department of Pediatrics, Severance Hospital, Institute of Allergy, Institute for Innovation in Digital Healthcare, Yonsei University College of Medicine, Seoul, Korea.
Department of Pediatrics, Ajou University School of Medicine, Suwon, Korea.
Allergy Asthma Immunol Res. 2024 Mar;16(2):179-190. doi: 10.4168/aair.2024.16.2.179.
Despite the risk of anaphylaxis, oral food challenges (OFCs) are performed clinically for various indications, particularly to confirm tolerance development. This study aimed to assess OFCs by relevant indications and build an outcome prediction model to help determine when to perform OFCs in children who are likely to have developed immune tolerance.
In total, 432 pediatric OFCs were retrospectively analyzed according to indications. Clinical characteristics, serum total immunoglobulin (Ig) E, blood eosinophils, and specific IgE and IgG4 levels for food allergens were noted and compared. Machine learning was utilized to select the most important variables in determining the passage of the OFCs, and prediction models were constructed using the selected variables.
OFCs were most commonly performed to confirm tolerance development (number, %; 267, 61.8%). The most common food allergens tested were egg (191, 44.2%) and milk (135, 31.3%). Children who passed the egg challenges for confirming tolerance acquisition had significantly lower egg white-specific IgE level ( = 0.008). Similarly, those who passed milk challenges had significantly lower cow's milk-specific IgE ( = 0.002) and casein-specific IgE levels ( = 0.005). We developed a nomogram to predict the outcome of OFCs to determine the tolerance acquisition with the selected variables; lower food-specific IgE, higher total IgE, and younger age indicated a higher probability of passage. The area under the curve (95% confidence interval) was 0.623 (0.503-0.743) for egg and 0.734 (0.628-0.840) for milk.
Serum total IgE and food-specific IgE combined with age showed trends toward passing OFCs for confirming tolerance development. The constructed model may be used by clinicians as a practical guide for minimizing the risks of OFCs and a timely reintroduction for children with food allergies.
尽管存在过敏反应风险,但临床上仍针对各种适应症进行口服食物激发试验(OFC),尤其是为了确认耐受性的发展。本研究旨在根据相关适应症评估OFC,并建立一个结果预测模型,以帮助确定何时对可能已形成免疫耐受的儿童进行OFC。
根据适应症对总共432例儿科OFC进行回顾性分析。记录并比较临床特征、血清总免疫球蛋白(Ig)E、血液嗜酸性粒细胞以及食物过敏原的特异性IgE和IgG4水平。利用机器学习来选择决定OFC通过与否的最重要变量,并使用所选变量构建预测模型。
进行OFC最常见的目的是确认耐受性的发展(数量,%;267,61.8%)。测试的最常见食物过敏原是鸡蛋(191,44.2%)和牛奶(135,31.3%)。通过鸡蛋激发试验以确认获得耐受性的儿童,其蛋清特异性IgE水平显著更低(P = 0.008)。同样,通过牛奶激发试验的儿童,其牛奶特异性IgE(P = 0.002)和酪蛋白特异性IgE水平(P = 0.005)显著更低。我们开发了一个列线图来预测OFC的结果,以通过所选变量确定耐受性的获得;较低的食物特异性IgE、较高的总IgE和较年轻的年龄表明通过的可能性更高。鸡蛋的曲线下面积(95%置信区间)为0.623(0.503 - 0.743),牛奶的为0.734(0.628 - 0.840)。
血清总IgE和食物特异性IgE结合年龄显示出在确认耐受性发展的OFC中通过的趋势。构建的模型可被临床医生用作实用指南,以尽量降低OFC的风险,并为食物过敏儿童及时重新引入食物。