In our study the top 5 characteristics sorted by gain were concordant with current literature: there is strong epidemiological evidence that diet, eosinophils, hip circumference, standing height and C-reactive protein levels are associated with asthma [22–31]. This evidence concerns the gene CRP and asthma.