In summary, this study demonstrates that the G2D tool can be useful in the prioritization of candidate genes for a complex disease as it allowed us to find a novel asthma genetic association with the PTPRE gene in the SLSJ familial asthma sample. This evidence concerns the gene PTPRE and asthma.