Genes associated with Type II Diabetes Mellitus (T2DM) are identified and screening methods to identify chemical compounds that act on those targets for the treatment of T2DM or its associated pathologies are discussed. The use of EP3 antagonist was found to affect blood glucose levels in mice fed a high-fat diet and made insulin deficient by streptozocin injection.