Among our genes that were driven by rare variants, i.e., ALOX15, CSF2RB, IL17RA, IL33, JAK2, S1PR4, and SH2B3, previous studies supported a rare variant association between IL33, which is a known asthma locus, and eosinophil count (5). Here, S1PR4 is linked to asthma.