DESnowball R package implements the snowball approach, a highly sensitive statistical analysis method to identify downstream target genes that are affected by a recurrent driver mutation. Snowball utilizes a strategy combining resampling and distance-based regression to assign a robust ranking to genes based on their aggregated association with the presence of the mutation and further selects the statistically significant ones.