The invention relates to fatty acid statin conjugates and fatty acid FXR agonist conjugates compositions comprising an effective amount of a fatty acid statin conjugate or a fatty acid FXR agonist conjugate and methods for treating or preventing a metabolic disease comprising the administration of an effective amount of a fatty acid statin conjugate or a fatty acid FXR agonist conjugate.