Free energy along drug-protein binding pathways interactively sampled in virtual reality.
Journal
Scientific reports
ISSN: 2045-2322
Titre abrégé: Sci Rep
Pays: England
ID NLM: 101563288
Informations de publication
Date de publication:
04 10 2023
04 10 2023
Historique:
received:
30
06
2023
accepted:
25
09
2023
medline:
2
11
2023
pubmed:
5
10
2023
entrez:
4
10
2023
Statut:
epublish
Résumé
We describe a two-step approach for combining interactive molecular dynamics in virtual reality (iMD-VR) with free energy (FE) calculation to explore the dynamics of biological processes at the molecular level. We refer to this combined approach as iMD-VR-FE. Stage one involves using a state-of-the-art 'human-in-the-loop' iMD-VR framework to generate a diverse range of protein-ligand unbinding pathways, benefitting from the sophistication of human spatial and chemical intuition. Stage two involves using the iMD-VR-sampled pathways as initial guesses for defining a path-based reaction coordinate from which we can obtain a corresponding free energy profile using FE methods. To investigate the performance of the method, we apply iMD-VR-FE to investigate the unbinding of a benzamidine ligand from a trypsin protein. The binding free energy calculated using iMD-VR-FE is similar for each pathway, indicating internal consistency. Moreover, the resulting free energy profiles can distinguish energetic differences between pathways corresponding to various protein-ligand conformations (e.g., helping to identify pathways that are more favourable) and enable identification of metastable states along the pathways. The two-step iMD-VR-FE approach offers an intuitive way for researchers to test hypotheses for candidate pathways in biomolecular systems, quickly obtaining both qualitative and quantitative insight.
Identifiants
pubmed: 37794083
doi: 10.1038/s41598-023-43523-x
pii: 10.1038/s41598-023-43523-x
pmc: PMC10551034
doi:
Substances chimiques
Ligands
0
Proteins
0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
16665Subventions
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/L018756/1
Pays : United Kingdom
Organisme : Biotechnology and Biological Sciences Research Council
ID : BB/M026280/1
Pays : United Kingdom
Informations de copyright
© 2023. Springer Nature Limited.
Références
J Chem Phys. 2007 Feb 7;126(5):054103
pubmed: 17302470
J Chem Theory Comput. 2015 Oct 13;11(10):5002-11
pubmed: 26574285
Protein Sci. 2020 Jan;29(1):237-246
pubmed: 31710727
J Phys Chem Lett. 2019 Jun 20;10(12):3495-3499
pubmed: 31188006
J Comput Chem. 2011 Oct;32(13):2909-23
pubmed: 21735452
J Chem Theory Comput. 2016 Jun 14;12(6):2983-9
pubmed: 27159059
J Med Chem. 2008 Nov 13;51(21):6654-64
pubmed: 18834104
J Comput Chem. 2014 Sep 5;35(23):1672-81
pubmed: 24986052
Proteins. 2004 May 1;55(2):383-94
pubmed: 15048829
J Chem Phys. 2021 Oct 21;155(15):154106
pubmed: 34686059
J Comput Chem. 2004 Jul 15;25(9):1157-74
pubmed: 15116359
J Am Chem Soc. 2008 Oct 22;130(42):13938-44
pubmed: 18811160
J Chem Theory Comput. 2019 Nov 12;15(11):5829-5844
pubmed: 31593627
J Chem Phys. 2019 Jun 14;150(22):221101
pubmed: 31202231
J Virol. 2007 Dec;81(24):13845-51
pubmed: 17928344
Curr Opin Struct Biol. 2020 Oct;64:126-133
pubmed: 32771530
Expert Opin Drug Discov. 2022 Jul;17(7):685-698
pubmed: 35638298
Sci Adv. 2018 Jun 29;4(6):eaat2731
pubmed: 29963636
PLoS One. 2020 Mar 11;15(3):e0228461
pubmed: 32160194
J Chem Theory Comput. 2015 Aug 11;11(8):3696-713
pubmed: 26574453
Chem Sci. 2021 Sep 6;12(41):13686-13703
pubmed: 34760153
J Chem Phys. 2019 Jun 14;150(22):220901
pubmed: 31202243
Sci Adv. 2020 Sep 2;6(36):
pubmed: 32917594
J Biol Chem. 1965 Apr;240:1579-85
pubmed: 14285494
Sci Rep. 2015 Feb 12;5:8425
pubmed: 25672826
Beilstein J Nanotechnol. 2015 Nov 16;6:2148-53
pubmed: 26665087
Nat Commun. 2015 Jul 02;6:7653
pubmed: 26134632
J Comput Chem. 2002 Dec;23(16):1623-41
pubmed: 12395429
J Phys Chem B. 2017 Apr 20;121(15):3597-3606
pubmed: 28191969
J Chem Phys. 2020 Oct 21;153(15):154105
pubmed: 33092381
J Chem Theory Comput. 2012 May 8;8(5):1795-801
pubmed: 26593670
Antiviral Res. 2003 May;58(3):235-42
pubmed: 12767471
Nat Commun. 2018 Sep 3;9(1):3559
pubmed: 30177695
Proc Natl Acad Sci U S A. 2011 Jun 21;108(25):10184-9
pubmed: 21646537
J Phys Chem A. 2019 May 23;123(20):4486-4499
pubmed: 30892040
J Mol Graph Model. 2019 Jun;89:234-241
pubmed: 30921557
Sci Rep. 2021 Apr 7;11(1):7610
pubmed: 33828325
J Chem Inf Model. 2020 Dec 28;60(12):5803-5814
pubmed: 33174415
Curr Opin Struct Biol. 2017 Apr;43:141-147
pubmed: 28327454
Proc Natl Acad Sci U S A. 2015 Feb 3;112(5):E386-91
pubmed: 25605901
Drug Discov Today. 2015 Jun;20(6):686-702
pubmed: 25615716
J Chem Theory Comput. 2020 Sep 8;16(9):5526-5547
pubmed: 32692556
J Phys Chem A. 2017 Dec 28;121(51):9764-9772
pubmed: 29190105
J Chem Theory Comput. 2019 Jan 8;15(1):25-32
pubmed: 30468578