The second method used, GoShifter, calculates overlap enrichment against a null distribution generated by locally shifting annotations64. Linkage disequilibrium was calculated using the stage 1 population. Precomputed “narrow peaks” for H3K4me1 and H3K4me3 histone marks from the Roadmap project were used. Tissues/cell types with overlap enrichment P<0.05 are reported.