 Analyzing the regulatory consequences of mutations and splice variants at large scale in cancer requires efficient computational tools. Here, the authors develop red tools, a software package that can identify splice associated variants from large scale genomics and transcriptomics data with efficiency and flexibility. This article was authored by Kelsy Cicotto, Yangyang Phone, Ovinosh Romu, and others.