The unusually strong association linking some IgE reactivity profiles to asthma prompted us to generate an artificial neural network (ANN) classifier designed to discriminate between asthmatic and non-asthmatic individuals on the basis of the serum reactivity profiles. This evidence concerns the gene IGHE and asthma.