Association of early life anti-pathogen immune responses with infant food sensitisation and allergy: An elastic-net stability-selection approach.

IF 4.5
Ellie McDonald, Sofie Biering-Sørensen, Laure F Pittet, Nigel Curtis, Nicole L Messina
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Abstract

Background: The development of food sensitisation (FS) and food allergy (FA) reflects complex interactions between genetic, environmental and immunological factors, which conventional univariate approaches may fail to capture. This exploratory study applied penalised regression to determine whether early-life immune responses to common pathogens are associated with infant FS and FA.

Methods: At 1 year of age, FS was determined by skin prick test and FA by allergy/tolerance history and oral food challenge. Elastic net regression (ENR) was applied to cytokine response data (13 cytokines) from whole blood stimulation (11 microbial stimuli) collected at 6 months of age (n = 147), together with longitudinal clinical data from MIS BAIR trial infants. Stably selected variables (0.75) were analysed by multivariable logistic regression to explore the direction of association of the stably selected variables.

Results: For FS, 13 cytokine-stimulant pairs were stably selected in cytokine-only ENR models. After including early-life clinical factors, four pairs were retained. Two were inversely associated with FS (Haemophilus influenzae IL-1Ra and Pam3CSK4 MIP-1α). Two were positively associated (Streptococcus pyogenes IL-1Ra and peptidoglycan IFN-γ). For FA, four cytokine-stimulant pairs were selected in cytokine-only ENR models. Two were positively associated with FA (Escherichia coli-stimulated MCP-1 and S. pyogenes IP-10), and two inversely associated (Pam3CSK4 IL-1Ra and H. influenzae IL-1Ra). No cytokine responses were selected after inclusion of clinical factors in the FA model. The most consistently selected clinical factors were infant eczema for FS and topical corticosteroid treatment by 6 months for FA likely due to disease severity.

Conclusion: Early-life cytokine responses to pathogens associated with FS and FA at 1 year were identified through stability selection. While hypothesis-generating, findings were consistent with a role for early immune perturbation in the development of food sensitisation.

生命早期抗病原体免疫反应与婴儿食物致敏和过敏的关联:弹性网稳定性选择方法。
背景:食物致敏(FS)和食物过敏(FA)的发展反映了遗传、环境和免疫因素之间复杂的相互作用,传统的单变量方法可能无法捕捉到这些因素。本探索性研究应用惩罚回归来确定生命早期对常见病原体的免疫反应是否与婴儿FS和FA相关。方法:1岁时采用皮肤点刺试验测定FS,采用过敏/耐受史和口服食物刺激法测定FA。弹性网回归(ENR)应用于6月龄(n = 147)收集的全血刺激(11种微生物刺激)的细胞因子反应数据(13种细胞因子),以及MIS BAIR试验婴儿的纵向临床数据。采用多变量logistic回归分析稳定选择变量(0.75),探讨稳定选择变量之间的关联方向。结果:仅细胞因子ENR模型稳定选择了13对细胞因子刺激因子。在考虑了早期临床因素后,保留了四对。其中两种与FS呈负相关(流感嗜血杆菌IL-1Ra和Pam3CSK4 MIP-1α)。其中两种呈正相关(化脓性链球菌IL-1Ra和肽聚糖IFN-γ)。对于FA,在纯细胞因子ENR模型中选择了4对细胞因子刺激剂。其中2种与FA呈正相关(大肠杆菌诱导的MCP-1和化脓链球菌IP-10), 2种与FA呈负相关(Pam3CSK4 IL-1Ra和流感嗜血杆菌IL-1Ra)。在FA模型中纳入临床因素后,没有选择细胞因子反应。最一致选择的临床因素是FS的婴儿湿疹和FA的局部皮质类固醇治疗6个月,这可能是由于疾病的严重程度。结论:通过稳定性选择确定了1年时早期生命细胞因子对FS和FA相关病原体的反应。虽然假设产生,但研究结果与早期免疫干扰在食物致敏发展中的作用一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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