Курс лекций по хемоинформатике
Autodock molecular docking in PyMOL for rational drug design: a tutorial
Afolabi S., Oyebamiji A., Akinola O., Adekunle D., Erazua E., Olaseinde A., Olanrewaju A., Ebenezer O., Kravtsov V., Skorb E., Shityakov S. Discovery of Polyphenolic Compounds from Mangifera indica as Potent Therapeutics for Strongyloides stercoralis Infection via Computer-aided Drug Design. Current Computer-Aided Drug Design. 2025. pp. in press.
Isakova A.M., Kutyrev M.A., Kudasheva A.S., Rogacheva E.V., Kraeva L.A., Shityakov S., Zhukov M.V., Ulasevich S.A., Skorb E.V. Fabrication of biocidal materials based on the molecular interactions of tetracycline and quercetin with hydroxyapatite via In Silico- and In vitro approaches. Heliyon. 2025. Vol. 11. No. 1. pp. e41064.
Shityakov S., Forster C., Skorb E. Comparative in silico analysis of CNS-active molecules targeting the blood–brain barrier choline transporter for Alzheimer’s disease therapy. In Silico Pharmacology. 2024. Vol. 12. pp. 71.
Isakova A.M., Skorb E.V., Shityakov S. NeuroClick: Advanced Software for Designing Blood-Brain Barrier-Permeable Drugs Using Click Reaction Simulations. Current Protocols. 2024. Vol. 4. No. 11. pp. e70050.
Dutta K., Kravtsov V., Oleynikova K., Ruzov A., Skorb E.V., Shityakov S. Analyzing the Effects of Single Nucleotide Polymorphisms on hnRNPA2/B1 Protein Stability and Function: Insights for Anticancer Therapeutic Design. ACS Omega. 2024. Vol. 9. No. 5. pp. 5485–5495.
NeuroClick: Advanced Software for Designing Blood-Brain Barrier-Permeable Drugs Using Click Reaction Simulation
Accessible and reliable machine learning models for the blood-brain barrier permeability assessment
Khalid H., Fareed M., Dandekar T., Shityakov S. Calcineurin and mTOR inhibitors in kidney transplantation: integrative metamodeling on transplant survival and kidney function. International Urology and Nephrology. 2024. Vol. 56. No. 4. pp. 1403-1414.
Fareed M.M., Khalid H., Khalid S., Shityakov S. Deciphering Molecular Mechanisms of Carbon Tetrachloride- Induced Hepatotoxicity: A Brief Systematic Review. Current Molecular Medicine. 2024. Vol. 24. No. 9. pp. 112-1134.
Isakova A.M., Kovalenko A.A., Skorb E.V., Shityakov S. NeuroClick: software for mimicking click reaction to generate drug-like molecules permeating the blood-brain barrier. Future Medicinal Chemistry. 2024. Vol. 16. No. 5. pp. 389-398.
Eirich P., Nesterov P., Shityakov S., Skorb E.V., Sander B., Broscheit J., Dandekar T., Jones N.G., Engstler M. The release of host-derived antibodies bound to the variant surface glycoprotein (VSG) of Trypanosoma brucei cannot be explained by pH-dependent conformational changes of the VSG dimer. Open Research Europe. 2024. Vol. 4. pp. 87.
Khalid H., Shityakov S., Forster C., Song Y. Exploring the Anticancer Properties of Azadirachta indica: In Silico and In Vitro Study of Its Phytochemicals against Hepatocellular Carcinoma. Journal of Molecular Structure. 2024. Vol. 1317. pp. 138962.
Qasmi M., Fareed M., Ali H., Khan Z., Shityakov S. Integrative multi-target analysis of Urtica dioica for gout arthritis treatment: a network pharmacology and clustering approach. In Silico Pharmacology. 2024. Vol. 12. pp. 88.
Siddiqui S., Adli D., Nugraha W., Yudhistira B., Lavrentev F.V., Shityakov S., Feng X., Nagdalian A., Ibrahim S. Social, Ethical, Environmental, Economic and Technological aspects of Rabbit Meat Production - A Critical Review. Heliyon. 2024. Vol. 10. No. 8. pp. e29635.
Ashikhmina M.S., Zenkin A.M., Pantiukhin I.S., Litvak I.G., Nesterov P., Datta K., Shityakov S., Nosonovsky M., Korablev-Dyson M.A., Orlova O.Y., Ulasevich S.A., Skorb E.V. Uncovering the taste features: applying machine learning and molecular docking approaches to predict umami taste intensity of peptides. Food Bioscience. 2024. Vol. 62. pp. 105358.
Ashikhmina M.S., Ostrokhishko A.A., Dyagil D.A., Nesterov P., Barkov A.V., Vinokurov V.A., Dutta K., Orlova O.Y., Iakovchenko N.V., Shityakov S., Ulasevich S.A., Skorb E.V. Impact of drying methods on ergosterol content and cholesterol-lowering activity of Ganoderma lucidum. Food Bioscience. 2024. Vol. 60. pp. 104350.
Siddiqui S.A., Karim I., Shahiya C., Shityakov S., Nugraha W., Kasza G. A critical review of consumer responsibility in promoting sustainable cocoa production. Current Research in Food Science. 2024. Vol. 9. pp. 100818.
Ajayi I.I., Fatoki T.H., Alonge A.S., Balogun T.C., Nwagwe O.R., Moge G.M., Shityakov S. In Silico ADME, Molecular Targets, Docking and Molecular Dynamics Simulation of Key Phytoconstituents of Lobelia inflata. Journal of Computational Biophysics and Chemistry. 2024. Vol. 23. No. 10. pp. 1359-1373.
Siddiqui S.A., Alvi T., Biswas A., Shityakov S., Gusinskaia T., Lavrentev F., Dutta K., Khan M., Stephen J., Radhakrishnan M. Food gels: principles, interaction mechanisms and its microstructure. Critical Reviews in Food Science and Nutrition. 2023. Vol. 63. No. 33. pp. 12530-12551.
Tamaian R., Porozov Y., Shityakov S. Exhaustive in silico design and screening of novel antipsychotic compounds with improved pharmacodynamics and blood-brain barrier permeation properties. Journal of Biomolecular Structure and Dynamics. 2023. Vol. 41. No. 24. pp. 14849-14870.
Kovalenko A.A., Porozov Y.B., Skorb E.V., Shityakov S. Using novel click chemistry algorithm to design D3R inhibitors as blood-brain barrier permeants. Future Medicinal Chemistry. 2023. Vol. 15. No. 11. pp. 923-935.
Nagai M., Shityakov S., Smetak M., Hunkler H.J., Bar C., Schlegel N., Thum T., Forster C. Blood Biomarkers in Takotsubo Syndrome Point to an Emerging Role for Inflammaging in Endothelial Pathophysiology. Biomolecules. 2023. Vol. 13. No. 6. pp. 995.
Iwaloye O., Ottu P.O., Olawale F., Babalola O.O., Elekofehinti O.O., Kikiowo B., Adegboyega A.E., Ogbonna H.N., Adeboboye C.F., Folorunso I., Fakayode A.E., Akinjiyan M.O., Onikanni S.A., Shityakov S. Computer-aided drug design in anti-cancer drug discovery: What have we learnt and what is the way forward?. Informatics in Medicine Unlocked. 2023. Vol. 41. pp. 101332.
Dutta K., Shityakov S., Maruyama F. DSF inactivator RpfB homologous FadD upregulated in Bradyrhizobium japonicum under iron limiting conditions. Scientific Reports. 2023. Vol. 13. No. 1. pp. 8701.
Shityakov S., Kravtsov V., Skorb E.V., Nosonovsky M. Ergodicity Breaking and Self-Destruction of Cancer Cells by Induced Genome Chaos. Entropy. 2023. Vol. 26. No. 1. pp. 37.
Wilhelms B., Broscheit J., Shityakov S. Chemical Analysis and Molecular Modelling of Cyclodextrin-Formulated Propofol and Its Sodium Salt to Improve Drug Solubility, Stability and Pharmacokinetics (Cytogenotoxicity). Pharmaceuticals. 2023. Vol. 16. No. 5. pp. 667.
Olofinsan K., Olawale F., Karigidi K., Shityakov S., Iwaloye O. Probing the bioactive compounds of Kigelia africana as novel inhibitors of TNF-alpha converting enzyme using HPLC/GCMS analysis, FTIR and molecular modelling. Journal of Biomolecular Structure and Dynamics. 2023. Vol. 41. No. 22. pp. 12838-12862.
Shityakov S., Aglikov A.S., Skorb E.V., Nosonovsky M. Voronoi Entropy as a Ligand Molecular Descriptor of Protein–Ligand Interactions. ACS Omega. 2023. Vol. 8. No. 48. pp. 46190-46196.
Aliev T., Belyaev V.E., Pomytkina A.V., Nesterov P., Shityakov S., Sadovnichii R., Novikov A.S., Orlova O.Y., Masalovich M.S., Skorb E.V. Electrochemical Sensor to Detect Antibiotics in Milk Based on Machine Learning Algorithms. ACS Applied Materials and Interfaces. 2023. Vol. 15. No. 44. pp. 52010-52020.
Muravev A.A., Voloshina A.D., Sapunova A.S., Gabdrakhmanova F.B., Lenina O.A., Petrov K.A., Shityakov S., Skorb E.V., Solovieva S.E., Antipin I.S. Calix[4]arene–pyrazole conjugates as potential cancer therapeutics. Bioorganic Chemistry. 2023. Vol. 139. pp. 106742.
Olawale F., Iwaloye O., Folorunso I., Shityakov S. In silico High-Throughput Screening of ZINC Database of Natural Compounds to Identify Novel Histone Deacetylase Inhibitors. Journal of Computational Biophysics and Chemistry. 2023. Vol. 22. No. 1. pp. 11-30.
Shityakov S., Skorb E., Nosonovsky M. Folding–unfolding asymmetry and a RetroFold computational algorithm. Royal Society Open Science. 2023. Vol. 10. No. 5. pp. 221594.
Tamer T., Zhou H., Hassan M., Abu-Serie M.M., Shityakov S., Elbayomi S.M., Mohy-Eldin M., Zhang Y., Cheang T. Synthesis and physicochemical properties of an aromatic chitosan derivative: In vitro antibacterial, antioxidant, and anticancer evaluations, and in silico studies. International Journal of Biological Macromolecules. 2023. Vol. 240. pp. 124339.
Fareed M.M., Ullah S., Qasmi M., Shityakov S. The Role of Vitamins in DNA Methylation as Dietary Supplements or Neutraceuticals: A Systematic Review. Current Molecular Medicine. 2023. Vol. 23. No. 10. pp. 1012-1027.
Masalovich M., Aliev T., Beliaev V.E., Pomytkina A.V., Nesterov P., Shityakov S., Sadovnichii R., Novikov A., Orlova O., Skorb E. The development of an electrochemical sensor for antibiotics in milk based on machine learning algorithms. arXiv.org [база препринтов]. 2022. Vol. arXiv:2212.04422. No. 0. pp. 1-38.
Zare Karizak A., Divsalar A., Leilabadi Asl A., Fateminasab F., Shityakov S., Saboury A.A. Molecular insights into the interaction of 5-fluorouracil and Fe3O4 nanoparticles with beta-casein: An experimental and theoretical study. Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 2022. Vol. 267. No. Part. 2. pp. 120538.
Bencurova E., Shityakov S., Schaack D., Kaltdorf M., Sarukhanyan E., Hilgarth A., Rath C., Montenegro S., Roth G., Lopez D., Dandekar T. Nanocellulose Composites as Smart Devices With Chassis, Light-Directed DNA Storage, Engineered Electronic Properties, and Chip Integration. Frontiers in Bioengineering and Biotechnology. 2022. Vol. 10. pp. 869111.
El Azzouzi M., Azzaoui K., Warad I., Hammouti B., Shityakov S., Sabbahi R., Saoiabi S., Youssoufi M.H., Akartasse N., Jodeh S., Lamhamdi A., Zarrouk A. Moroccan, Mauritania, and senegalese gum Arabic variants as green corrosion inhibitors for mild steel in HCl: Weight loss, electrochemical, AFM and XPS studies. Journal of Molecular Liquids. 2022. Vol. 347. pp. 118354.
Forster C., Shityakov S., Scheper V., Lenarz T. Linking Cerebrovascular Dysfunction to Age-Related Hearing Loss and Alzheimer's Disease-Are Systemic Approaches for Diagnosis and Therapy Required?. Biomolecules. 2022. Vol. 12. No. 11. pp. 1717.
Fateminasab F., Bordbar A., Shityakov S., Asadi B., Zare Karizak A., Mohammadpoor-Baltork I., Saboury A.A. Modified beta-cyclodextrins: Rosmarinic acid inclusion complexes as functional food ingredients show improved operations (solubility, stability and antioxidant activity). Food Hydrocolloids. 2022. Vol. 131. pp. 107731.
Fareed M., Dutta K., Dandekar T., Tarabonda H., Skorb E.V., Shityakov S. In silico investigation of nonsynonymous single nucleotide polymorphisms in BCL2 apoptosis regulator gene to design novel protein-based drugs against cancer. Journal of Cellular Biochemistry. 2022. Vol. 123. No. 12. pp. 2044-2056.
Shityakov S., Chang J.P., Sun C.F., Guu D.T., Dandekar T., Su K.P. Supervised machine learning models and protein-protein interaction network analysis of gene expression profiles induced by omega-3 polyunsaturated fatty acids. Current Chinese Science. 2022. Vol. 2. No. 2. pp. 118-128.
Shafran Y., Hussein A.A., Beliaev N., Shevyrin V., Shityakov S., Beryozkina T., Bakulev V. Selective Synthesis of Azoloyl NH-1,2,3-Triazoles and Azolyl Diazoketones: Experimental and Computational Insights. ACS Omega. 2022. Vol. 7. No. 6. pp. 5008-5031.
Karnati S., Guntas G., Rajendran R., Shityakov S., Horing M., Liebisch G., Kosanovic D., Ergun S., Nagai M., Forster C. Quantitative Lipidomic Analysis of Takotsubo Syndrome Patients' Serum. Frontiers in Cardiovascular Medicine. 2022. Vol. 9. pp. 797154.
Fareed M., Ullah S., Aziz S., Johnsen T., Shityakov S. In-silico analysis of non-synonymous single nucleotide polymorphisms in human Beta-defensin type 1 gene reveals their impact on protein-ligand binding sites. Computational Biology and Chemistry. 2022. Vol. 98. pp. 107669.
Fareed M., Qasmi M., Aziz S., Volker E., Forster C., Shityakov S. The Role of Clusterin Transporter in the Pathogenesis of Alzheimer’s Disease at the Blood–Brain Barrier Interface: A Systematic Review. Biomolecules. 2022. Vol. 12. No. 10. pp. 1452.
Dutta K., Shityakov S., Zhu W., Khalifa I. High-risk meat and fish cooking methods of polycyclic aromatic hydrocarbons formation and its avoidance strategies. Food Control. 2022. Vol. 142. pp. 109253.
Shityakov S., Skorb E.V., Nosonovsky M. Topological bio-scaling analysis as a universal measure of protein folding. Royal Society Open Science. 2022. Vol. 9. No. 7. pp. 220160.
Esmaeilpour D., Broscheit J.A., Shityakov S. Cyclodextrin-Based Polymeric Materials Bound to Corona Protein for Theranostic Applications. International Journal of Molecular Sciences. 2022. Vol. 23. No. 21. pp. 13505.
Dutta K., Elmezayen A., Al-Obaidi A., Zhu W., Morozova O., Shityakov S., Khalifa I. Seq12, Seq12m, and Seq13m, peptide analogues of the spike glycoprotein shows antiviral properties against SARS-CoV-2: An in silico study through molecular docking, molecular dynamics simulation, and MM-PB/GBSA calculations. Journal of Molecular Structure. 2021. Vol. 1246. pp. 131113.
Esmaeilpour D., Shityakov S., Tamaddon A., Bordbar A. Comparative chemical examination of inclusion complexes formed with Beta-cyclodextrin derivatives and basic amino acids. Carbohydrate Polymers. 2021. Vol. 262. pp. 117868.
Rational drug design and testing applied to blood-brain barrier permeation and P-glycoprotein interaction of lead and test compounds as well as cyclodextrin-formulated drugs
Dutta K., Shityakov S., Khalifa I. New Trends in Bioremediation Technologies Toward Environment-Friendly Society: A Mini-Review. Frontiers in Bioengineering and Biotechnology. 2021. Vol. 9. pp. 666858.
Shityakov S., Hayashi K., Stork S., Scheper V., Lenarz T., Forster C. The conspicuous link between ear, brain and heart–could neurotrophin-treatment of age-related hearing loss help prevent alzheimer’s disease and associated amyloid cardiomyopathy?. Biomolecules. 2021. Vol. 11. No. 6. pp. 900.
Shityakov S., Skorb E.V., Forster C., Dandekar T. Scaffold Searching of FDA and EMA-Approved Drugs Identifies Lead Candidates for Drug Repurposing in Alzheimer’s Disease. Frontiers in Chemistry. 2021. Vol. 9. pp. 736509.
Rational drug design and testing applied to blood-brain barrier permeation and P-glycoprotein interaction of lead and test compounds as well as cyclodextrin-formulated drugs
Shityakov S., Bencurova E., Forster C., Dandekar T. Modeling of shotgun sequencing of DNA plasmids using experimental and theoretical approaches. BMC Bioinformatics. 2020. Vol. 21. No. 1. pp. 132.
Sarukhanyan E., Shityakov S., Dandekar T. Rational drug design of Axl tyrosine kinase type I inhibitors as promising candidates against cancer. Frontiers in Chemistry. 2020. Vol. 7. pp. 920.
Hussein A.A., Al-Hadedi A.M., Mahrath A.J., Moustafa G.A., Almalki F.A., Shityakov S., Algazally M.E. Mechanistic investigations on Pinnick oxidation: a density functional theory study. Royal Society Open Science. 2020. Vol. 7. No. 2. pp. 191568.
Sun C.F., Chiu W.C., Chen P.C., Chang H.C., Guu T.W., Shityakov S., Miller A.H., Felger J.C., Chang J.P., Su K.P. Depression-free after Interferon-alpha exposure indicates less incidence of depressive disorder: A longitudinal study in Taiwan. Brain, Behavior, and Immunity. 2020. Vol. 88. pp. 125-131.
Esmaeilpour D., Hussein A.A., Almalki F.A., Shityakov S., Bordbar A. Probing inclusion complexes of 2-hydroxypropyl-beta-cyclodextrin with mono-amino mono-carboxylic acids: physicochemical specification, characterization and molecular modeling. Heliyon. 2020. Vol. 6. No. 4. pp. e03360.
Mammadova-Bach E., Gil-Pulido J., Sarukhanyan E., Burkard P., Shityakov S., Schonhart C., Stegner D., Remer K., Nurden P., Nurden A.T., Dandekar T., Nehez L., Dank M., Braun A., Mezzano D., Abrams S.I., Nieswandt B. Platelet glycoprotein VI promotes metastasis through interaction with cancer cell–derived galectin-3. Blood. 2020. Vol. 135. No. 14. pp. 1146-1160.
Molecular modeling and simulation of retroviral proteins and nanobiocomposites
Shityakov S., Bigdelian E., Hussein A.A., Hussain M.B., Tripathi Y.C., Khan M.U., Shariati M.A. Phytochemical and pharmacological attributes of piperine: A bioactive ingredient of black pepper. European Journal of Medicinal Chemistry. 2019. Vol. 176. pp. 149-161.
Hussein A.A., Almalki F.A., Alqahtani A.M., Shityakov S. Computational assessments of diastereoselective [4+2] cycloaddition and 1,3-borotopic shift of a dearomatized tertiary boronic ester intermediate: reactivities explained through transition-state distortion energies. RSC Advances. 2019. Vol. 9. No. 40. pp. 23148-23155.
Shityakov S., Roewer N., Foerster C.Y., Tran H.T., Cai W., Broscheit J.A. Investigation of Crystalline and Amorphous Forms of Aluminum and Its Alloys: Computational Modeling and Experiment. Nano. 2018. Vol. 13. No. 3. pp. 1850026.
Molecular modeling and simulation of retroviral proteins and nanobiocomposites
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