This chapter will be focused on recent advances in the medicinal chemistry of agonist, antagonist, and modulator ligands of selected nuclear hormone receptors (NHRs) that are of special interest in the metabolic diseases therapeutic area (diabetes, obesity and dyslipidemia/atherosclerosis). These NHRs include established biological targets such as the peroxisome proliferator‐activated receptors (PPARs), the liver X receptors (LXRs), and the farnesoid X receptors (FXRs), for which ligands have reached either clinical development or have been approved for clinical usage. Other more recent targets of interest to metabolic diseases include HNF and Rev‐erb.