Peroxisome Proliferator-Activated Receptor GammaEndocrine disruption: Estimation of the binding affinity of small molecules towards PPARγ.
In modern societies, chronic diseases such as diabetes, obesity, atherosclerosis and cancer are the most frequent cause of deaths. There is evidence that a group of closely related nuclear lipid-activated receptors (referred to as peroxisome proliferator-activated receptors, PPARs) are involved in these diseases. PPARs belong to the sterois/thyroid/retinoid receptor superfamily and control a variety of genes involved in different pathways of lipid metabolism, including fatty-acid transport, cell uptake, intracellular binding and activations as well as catabolism (β and ω oxidation), storage and stimulation of glucose uptake. In addition of being susceptible to fatty-acid activation, they respond to fibrate-hypolipidemic drugs as well as to insulin sensitizers. PPARγ is mainly expressed in adipose tissue and, to a lesser extent, in the colon, the immune system and the retina. PPARs were first cloned as nuclear receptors that mediate the effect of synthetic compounds referred to as peroxisome proliferators on gene transcription. At the molecular level, PPARs act in a similar manner as other nuclear hormone receptors. Like other members of the nuclear receptor family, PPARs are ligand-activated transcription factors.
Quasar model for the peroxisome proliferator-activated receptor γ receptor subtype.
Comparison of experimental and predicted Ki values for the peroxisome proliferator-activated receptor γ
(training set = black, test set = red).