Background: Sorghum (Sorghum bicolor) is one of the most important cereal crops globally and a potential energy plant for biofuel production.In order to explore genetic gain for a range of important quantitative traits,such as drought and heat tolerance and biomass production,via the use of molecular breeding and genomic selection strategies,knowledge of the available genetic variation and the underlying sequence polymorphisms,is required.