Estimated Binding Energies of Drug-Like and Nondrug-Like Molecules in the Active Site of HIV-1 Integrase, 1BIS.pdb, and Two Mutant Models: Y143R and N155H
- 1 Penn State Lehigh Valley, Center Valley, PA, USA
- 2 Penn State Lehigh Valley, Center Valley, PA, USA
- 3 Penn State Lehigh Valley, Center Valley, PA, USA
- 4 Penn State Lehigh Valley, Center Valley, PA, USA
- 5 Penn State Lehigh Valley, Center Valley, PA, USA
- 6 Penn State Lehigh Valley, Center Valley, PA, USA
- 7 Penn State Lehigh Valley, Center Valley, PA, USA
- 8 Penn State Lehigh Valley, Center Valley, PA, USA
- 9 Penn State Lehigh Valley, Center Valley, PA, USA
Abstract
Lipinski’s “Rule of Five” was introduced for predicting oral bioavailability to describe drug-like molecules. For the purpose of this research the rules were used to separate potential inhibitors of HIV-1 integrase (1BIS.pdb) into two groups: drug-like and nondrug-like. If one of Lipinski’s “Rule of Five” was not followed the potential inhibitor was classified as nondrug-like. Thirty molecules were identified from the literature, twenty-four drug-like and six nondrug-like, that were docked into the active site of 1BIS.pdb (considered the non-mutated protein) and two mutant models, Y143R and N155H. These are two of the mutations that have led to increased resistance to HIV-1 integrase drugs such as raltegravir and elvitegravir. The computational software, ICM-Pro (Molsoft L.L.C.), was used to determine the estimated binding energy (EBE) of the drug/protein complex. It was found that the nondrug-like molecules generally had a more negative EBE, that is, tighter binding with 1BIS. pdb, though there were several exceptions in the drug-like group. With the protein mutant model Y143R, the majority of drug-like (58%) and nondrug-like molecules (67%) had tighter binding. However, for the mutant model N155H, there was the same percent (46%) of drug-like molecules with tighter binding with the mutant model as with 1BIS.pdb. The drug-like molecules were used when there was a ≥1 kcal/mole difference between 1BIS.pdb and either of the two mutant models to suggest a pharmacophore with structural characteristics for an HIV-1 integrase inhibitor.
- Centers for Disease Control and Prevention (2010) National Center of Health Statistics. https://www.cdc.gov/nchs/healthy_people/hp2020.htm
- Centers for Disease Control and Prevention (2016). https://www.cdc.gov/hiv/basics/statistics.html
- Jaskolski, M., Alexandratos, J.N., Wlodawer, A. and Bujacz, G. (2011) Structural Studies of Retroviral Integrases. In: Neamati, N., Ed., HIV-1 Integrase: Mechanism and Inhibitor Design, John Wiley & Sons, Inc., Hoboken, 35-49. https://doi.org/10.1002/9781118015377.ch4
- Steigbigel, R.T., Coooper, D.A., Kumar, P.N., Eron, J.E., Schechter, M., Markowitz, M., Loutfy, M.R., Lennox, J.L., Gatell, J.M., Rockstroh, J.K., Katlama, C., Yeni, P., Lazzarin, A., Clotet, B., Zhao, J., Chen, J., Ryan, D.M., Rhodes, R.R., Killar, J.A., Gilde, L.R., Strohmaier, K.M., Meibohm, A.R., Miller, M.D., Hazuda, D.J., Nessly, M.L., DiNubile, M.J., Isaacs, R.D., Nguyen, B.-Y. and Teppler, H. (2008) Raltegravir with Optimized Background Therapy for Resistant HIV-1 Infection. New England Journal of Medicine, 359, 339-354. https://doi.org/10.1056/NEJMoa0708975
- Sax, P.E., DeJesus, E., Mills, A., Zolopa, A., Cohen, C., Wohl, D., Gallant, J., Liu, H.C., Zhong, L., Yale, K., White, K., Kearney, B.P., Szwarcberg, J., Quirk, E. and Cheng, A.K. (2012) Co-Formulated Elvitegravir, Cobicistat, Emtricitabine, and Tenofovir versus Co-Formulated Efavirenz, Emtricitabine, and Tenofovir for Initial Treatment of HIV-1 Infection: a Randomised, Double-Blind, Phase 3 Trial, Analysis of Results after 48 Weeks. The Lancet, 379, 2439-2448.
- Hare, S., Metifiot, M., Jaxa-Chamiec, A., Pommier, Y., Hughes, S.H. and Cherepanov, P. (2011) Structural and Functional Analyses of the Second-Generation Integrase Strand Transfer Inhibitor Dolutegravir. Molecular Pharmacology, 80, 565-572. https://doi.org/10.1124/mol.111.073189
- HIV-1 Life Cycle. https://cellandbioscience.biomedcentral.com/articles/10.1186/2045-3701-2-32
- Johnson, B.C., Metifiot, M., Pommier, Y. and Hughes, S.H. (2012) Molecular Dynamics Approaches Estimate the Binding Energy of HIV-1 Integrase Inhibitors and Correlate with in Vitro Activity. Antimicrobial Agents and Chemotherapy, 56, 411-419. https://doi.org/10.1128/AAC.05292-11
- 1BIS.pdb. http://www.rcsb.org/pdb/explore/explore.do?structureId=1bis
- Engelman, A. and Craigie, R. (1992) Identification of Conserved Amino Acid Residues Critical for Human Immunodeficiency Virus Type 1 Integrase Function in Vitro. Journal of Virology, 66, 6361-6369.