The present invention includes a novel high-throughput screen capable of identifying compounds that inhibit JARID1B demethylase activity or JARID1A demethylase activity. The present invention further includes novel inhibitors of JARID1B demethylase activity and/or JARID1A demethylase activity, and methods using the same.