Multivariate analyses were performed using cytokine data and/or clinical data (see materials and methods for details) to try and determine the best predictive models of allergy (both IgE-mediated and non-IgE-mediated allergic children) and/or IgE-mediated allergy development. The gene discussed is IGHE; the disease is Allergy.