To perform the gene-set analysis, for each gene g the gene p-value p g computed with the gene analysis is converted to a Z-value z g = Φ−1(1 – p g), where Φ−1 is the probit function. This yields a roughly normally distributed variable Z with elements z g that reflects the strength of the association each gene has with the phenotype, with higher values corresponding to stronger associations.
