Affiliation:
1. Federal Research Center “Computer Science and Control”, Russian Academy of Sciences
Abstract
Objective: to conduct chemoreactomic, pharmacoinformatic and chemoneurocytological analyzes of the properties of racetams (piracetam, aniracetam, pramiracetam, levetiracetam, fonturacetam).Material and methods. Chemoreactomic, pharmacoinformatic and chemoneurocytological methods of molecule properties analyzis are based on chemoreactomic methodology – the latest direction in the application of machine learning systems in the field of postgenomic pharmacology. Analysis of pharmacological capabilities of molecules within the framework of chemoreactomic methodology is carried out by comparing the chemical structure of racetam molecules with the structures of molecules for which pharmacological properties were studied using training artificial intelligence algorithms based on big data information presented in PubChem, HMDB, STRING, PharmGKB databases. Based on the entire complex of differences between molecules in interactions with receptor proteins, an “anti-obesity” score was calculated for each one as a serial number of this molecule in descending order by corresponding IC50, EC50 chemoreactomic constants values.Results. The lipolytic effect is predicted specifically for fonturacetam as a result of activation by this molecule of β3-adrenoceptors, adenosine receptors, glucagon-like peptide, sphingosine phosphate and peroxisome proliferators, as well as specific inhibition of cannabinoid, opioid, histamine, glutamate, nociceptin, orexin and neuropeptide Y receptors. Due to these mechanisms fonturacetam will contribute to normalizing appetite and improving adipose tissue metabolism. The total lipolytic effect score was calculated for all established interactions with receptors and amounted to 4.3±0.9 for fonturacetam, 3.0±1.4 for pramiracetam, and 2.5±1.5 for all other molecules.Conclusion. The results of the analysis suggest that the lipolytic effects of fonturacetam (Actitropil – Pharmstandard, Russia) will be much stronger than for other racetams (piracetam, aniracetam, pramiracetam, levetiracetam). Chemoreactomic analysis of fonturacetam indicated new mechanisms of pharmacological action of the molecule, providing a decrease in excess appetite and body weight normalization. Fonturacetam is the only nootropic drug indicated for the treatment of obesity.
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