David CabezasGuido MelladoNicolás EspinozaJosé Antonio GárateCésar MoralesAlejandro Castro-AlvarezMaria J. MatosMarco MelladoMella, JaimeJaimeMella2025-12-072025-12-072023-01-3010.1080/07391102.2023.21724572-s2.0-85147368692https://cris-uv-2.scimago.es/handle/123456789/7451WOS:000922501900001Glycogen synthase kinase 3 (GSK-3) is involved in different diseases, such as manic-depressive illness, Alzheimer's disease and cancer. Studies have shown that insulin inhibits GSK-3 to keep glycogen synthase active. Inhibiting GSK-3 may have an indirect pro-insulin effect by favouring glycogen synthesis. Therefore, the development of GSK-3 inhibitors can be a useful alternative for the treatment of type II diabetes. Aminopyrimidine derivatives already proved to be interesting GSK-3 inhibitors. In the current study, comparative molecular field analysis (CoMFA) and comparative molecular similarity indices analysis (CoMSIA) have been performed on a series of 122 aminopyrimidine derivatives in order to generate a robust model for the rational design of new compounds with promising antidiabetic activity. The <i>q</i>² values obtained for the best CoMFA and CoMSIA models have been 0.563 and 0.598, respectively. In addition, the <i>r</i>² values have been 0.823 and 0.925 for CoMFA and CoMSIA, respectively. The models were statistically validated, and from the contour maps analysis, a proposal of 10 new compounds has been generated, with predicted pIC₅₀ higher than 9. The final contribution of our work is that: (a) we provide an extensive structure-activity relationship for GSK-3 inhibitory pyrimidines; and (b) these models may speed up the discovery of GSK-3 inhibitors based on the aminopyrimidine scaffold. Finally, we carried out docking and molecular dynamics studies of the two best candidates, which were shown to establish halogen-bond interactions with the enzyme.Communicated by Ramaswamy H. Sarma.enacceso restringidoBiochemistry And Molecular BiologyBiophysicsMedicineMolecular BiologyStructural Biologyarticle; early access