This document describes a study that used marker-assisted backcrossing to transfer brown midrib (bmr) traits from donor parents into high biomass sorghum cultivars. KASPar assays were developed for SNPs in genes associated with bmr6 and bmr12. These markers were used to select plants in backcross generations. Three improved sorghum lines with introgressed bmr6 or bmr12 traits and high biomass were developed. The bmr traits are expected to increase sugar release and digestibility for biofuel production or livestock feed.