The estimated predictive equation for the presence of asthma using logistic regression was: Logit (Present (asthma)) = -3.85 + 0.0033 (IL-8) + 2.77 (% eosinophils) (p = 0.05 and 0.09, respectively). The gene discussed is CXCL8; the disease is asthma.