First, our gene score calculation combines analytical and numerical solutions to properly correct for multiple testing on correlated data[21]. While some of these approaches have already been applied within the rare variant field[20] (typically in a gene-wise fashion) we provide a streamlined implementation that can run genome-wide analyses without the need for any Monte Carlo simulations (making it about 100 times faster and more precise than the widely used software VEGAS).