In contrast to BN-BMLA, the traditional and novel frequentist based methods (χ2 test, multivariate logistic regression and multifactor dimensionality reduction) could consistently identify only the direct effect of FRMD6 on asthma risk, and in some models the possible effect of PTGDR, PRPF19 and PTGER2. Here, PTGDR is linked to asthma.