Keywords
biomolecules
influenza A virus
medicinal chemistry
molecular docking
neuraminidase
pharmacophore modeling
protein--ligand interaction
QSAR
SAR
virtual screening
Abstract
Structure-based pharmacophores were modeled for influenza A virus neuraminidase using mono- and polyfunctional fragment bases as probe sets. These pharmacophores were validated and compared using virtual screening of a designed validation set based on BindingDB. To confirm the utility of the approach, virtual screening was performed using the ChEMBL database and molecular docking, and potential neuraminidase inhibitors were
proposed.
Funders
Ministry of Education and Science of the Russian Federation
121021000105-7
References
1.
Chang Y., Hawkins B.A., Du J.J., Groundwater P.W., Hibbs D.E., Lai F.
Pharmaceutics,
2022
2.
Choudhury C., Narahari Sastry G.
Challenges and Advances in Computational Chemistry and Physics,
2019
3.
Schaller D., Šribar D., Noonan T., Deng L., Nguyen T.N., Pach S., Machalz D., Bermudez M., Wolber G.
Wiley Interdisciplinary Reviews: Computational Molecular Science,
2020
4.
Khan O., Jones G., Lazou M., Joseph-McCarthy D., Kozakov D., Beglov D., Vajda S.
Journal of Chemical Information and Modeling,
2024
5.
Khan O., Jones G., Kozakov D., Beglov D., Joseph-McCarthy D., Vajda S.
Journal of Molecular Biology,
2025
6.
Di Stefano M., Galati S., Piazza L., Gado F., Granchi C., Macchia M., Giordano A., Tuccinardi T., Poli G.
Journal of Enzyme Inhibition and Medicinal Chemistry,
2024
7.
Kozakov D., Grove L.E., Hall D.R., Bohnuud T., Mottarella S.E., Luo L., Xia B., Beglov D., Vajda S.
Nature Protocols,
2015
8.
Radoux C.J., Olsson T.S., Pitt W.R., Groom C.R., Blundell T.L.
Journal of Medicinal Chemistry,
2016
9.
Chartier M., Najmanovich R.
Journal of Chemical Information and Modeling,
2015
10.
Laurie A.T., Jackson R.M.
Bioinformatics,
2005
11.
Heider J., Kilian J., Garifulina A., Hering S., Langer T., Seidel T.
Journal of Chemical Information and Modeling,
2022
12.
Validation of criteria for sets of molecules used for subsequent protein—ligand interaction modeling
Sukhorukov M.V., Shulga D.A., Morgunov I.A., Ivanov N.N., Palyulin V.A.
Russian Chemical Bulletin,
2026
13.
O'Boyle N.M., Banck M., James C.A., Morley C., Vandermeersch T., Hutchison G.R.
Journal of Cheminformatics,
2011
14.
Trott O., Olson A.J.
Journal of Computational Chemistry,
2009
15.
Eberhardt J., Santos-Martins D., Tillack A.F., Forli S.
Journal of Chemical Information and Modeling,
2021
16.
Ferreira de Freitas R., Schapira M.
MedChemComm,
2017
17.
Xu J., Luo Q., Huang Y., Li J., Ye W., Yan R., Zhou X., He Z., Liu G., Zhu Q.
Emerging Microbes & Infections,
2024
18.
Nguyen T.H., Anh Pham N.Q., Thai Q.M., Vu V.V., Ngo S.T., Horng J.
ACS Omega,
2024
19.
Gitto R., Lombardo L., Ravenda A., Broccolo F., Mastino A., De Luca L., Marino-Merlo F.
Molecules,
2025
20.
ref-10.71267-mendc7485-1-20-1-0
M. Ester, H.-P. Kriegel, J. Sander and X. Xu
1996
21.
Braun J., Fayne D.
Journal of Molecular Graphics and Modelling,
2022
22.
Sunseri J., Koes D.R.
Nucleic Acids Research,
2016
23.
Berthold M.R., Cebron N., Dill F., Gabriel T.R., Kötter T., Meinl T., Ohl P., Thiel K., Wiswedel B.
ACM SIGKDD Explorations Newsletter,
2009
25.
Liu A., Wang H., Lee S.M., Wang Y., Du G.
Bioorganic and Medicinal Chemistry,
2008
26.
Sander T., Freyss J., von Korff M., Rufener C.
Journal of Chemical Information and Modeling,
2015
27.
McNutt A.T., Li Y., Meli R., Aggarwal R., Koes D.R.
Journal of Cheminformatics,
2025