Перегляд за Автор "Tetko, I."
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Документ Відкритий доступ A middle- time recognition of epileptic seizures from geometrical patterns of eeg data(КПІ ім. Ігоря Сікорського, 2002) Makarenko, A.; Oleksandruk, B.; Schindler, K.; Donatti, F.; Villa, A.; Tetko, I.An approach for middle- time recognition of epileptic seizures from EEG data is proposed. The method considers sharp changes in the recorded data using geometrical patterns of the signal in phase-space. The approach was developed using experimental clinical EEG data recorded from ten patients and reliably predicted epileptic seizures in the ten-minute interval before the seizure onsets. An estimation of sensitivity and specificity of the proposed method is also provided.Документ Відкритий доступ Antibacterial activity of 1-dodecylpyridinium tetrafluoroborate and its inclusion complex with sulfobutyl ether-B-cyclodextrin against mdr acinetobacter baumannii strains(Igor Sikorsky Kyiv Polytechnic Institute, 2023) Rogalsky, S.; Hodyna, D.; Semenyuta, I.; Frasinyuk, M.; Tarasyuk, O.; Riabov, S.; Kobrina, L.; Tetko, I.; Metelytsia, L.Background.The bacterial pathogen Acinetobacter baumanniiis one of the most dangerous multi-drug-resistant (MDR) microorganisms, which causes numerous bacterial infections. Nowadays, there is an urgent need for new broad-spectrum antibacterial agents with specific molecular mechanisms of action. Long-chain 1-alkylpyridinium salts are efficient cationic biocides which can inhibit enzymes involved in the biosynthesis of bacterial fatty acids.Incorporating these compounds into inclusion complexes with cyclic oligosaccharide B-cyclodextrin can reduce their relatively high acute toxicity.Objective. The aim of this research was to develop new anti-A.baumanniiagents based on hydrophobic 1-alkylpyridinium salt and its inclusion complex with sulfobutyl ether B-cyclodextrin (SBECD). Methods. Hydrophobiccationic biocide 1-dodecylpyridinium tetrafluoroborate (PyrC12-BF4) and its inclu-sion complex with SBECD have been synthesized. The structure of the SBECD/PyrC12-BF4complex was characterized by 1H Nuclear Magnetic Resonance spectroscopy, as well as UV spectroscopy. In vitroanti-bacterial activity of the synthesized compounds was estimated against MDR clinical isolates of A. baumanniiusing standard disc diffusion method. Acute toxicity studies were performed on Daphnia magnamodel hydro-biont.Molecular docking was performed using the crystal structure of the A.baumannii3-oxoacyl-[acyl-carrier-protein] reductase(FabG).