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Calculating distribution coefficients based on multi-scale free energy simulations: an evaluation of MM and QM/MM explicit solvent simulations of water-cyclohexane transfer in the SAMPL5 challenge

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dc.contributor.authorKoenig, Gerhard-
dc.contributor.authorPickard, Frank C.-
dc.contributor.authorHuang, Jing-
dc.contributor.authorSimmonett, Andrew C.-
dc.contributor.authorTofoleanu, Florentina-
dc.contributor.authorLee, Ju Yong-
dc.contributor.authorDral, Pavlo O.-
dc.contributor.authorPrasad, Samarjeet-
dc.contributor.authorJones, Michael-
dc.contributor.authorShao, Yihan-
dc.contributor.authorThiel, Walter-
dc.contributor.authorBrooks, Bernard R.-
dc.date.accessioned2024-05-13T05:01:03Z-
dc.date.available2024-05-13T05:01:03Z-
dc.date.created2024-05-13-
dc.date.issued2016-11-
dc.identifier.citationJournal of Computer-Aided Molecular Design, Vol.30 No.11, pp.989-1006-
dc.identifier.issn0920-654X-
dc.identifier.urihttps://hdl.handle.net/10371/201530-
dc.description.abstractOne of the central aspects of biomolecular recognition is the hydrophobic effect, which is experimentally evaluated by measuring the distribution coefficients of compounds between polar and apolar phases. We use our predictions of the distribution coefficients between water and cyclohexane from the SAMPL5 challenge to estimate the hydrophobicity of different explicit solvent simulation techniques. Based on molecular dynamics trajectories with the CHARMM General Force Field, we compare pure molecular mechanics (MM) with quantum-mechanical (QM) calculations based on QM/MM schemes that treat the solvent at the MM level. We perform QM/MM with both density functional theory (BLYP) and semi-empirical methods (OM1, OM2, OM3, PM3). The calculations also serve to test the sensitivity of partition coefficients to solute polarizability as well as the interplay of the quantum-mechanical region with the fixed-charge molecular mechanics environment. Our results indicate that QM/MM with both BLYP and OM2 outperforms pure MM. However, this observation is limited to a subset of cases where convergence of the free energy can be achieved.-
dc.language영어-
dc.publisherKluwer Academic Publishers-
dc.titleCalculating distribution coefficients based on multi-scale free energy simulations: an evaluation of MM and QM/MM explicit solvent simulations of water-cyclohexane transfer in the SAMPL5 challenge-
dc.typeArticle-
dc.identifier.doi10.1007/s10822-016-9936-x-
dc.citation.journaltitleJournal of Computer-Aided Molecular Design-
dc.identifier.wosid000391459000006-
dc.identifier.scopusid2-s2.0-84984820594-
dc.citation.endpage1006-
dc.citation.number11-
dc.citation.startpage989-
dc.citation.volume30-
dc.description.isOpenAccessY-
dc.contributor.affiliatedAuthorLee, Ju Yong-
dc.type.docTypeArticle-
dc.description.journalClass1-
dc.subject.keywordPlusSOLVATION FREE-ENERGIES-
dc.subject.keywordPlusHYDRATION FREE-ENERGIES-
dc.subject.keywordPlusQUANTUM-MECHANICAL CALCULATIONS-
dc.subject.keywordPlusBLIND PREDICTION-
dc.subject.keywordPlusPERTURBATION METHOD-
dc.subject.keywordPlusBINDING AFFINITIES-
dc.subject.keywordPlusPARTITION-COEFFICIENTS-
dc.subject.keywordPlusSEMIEMPIRICAL METHODS-
dc.subject.keywordPlusMOLECULAR-MECHANICS-
dc.subject.keywordPlusEFFICIENT METHOD-
dc.subject.keywordAuthorDistribution coefficient-
dc.subject.keywordAuthorPartition coefficient-
dc.subject.keywordAuthorWater-
dc.subject.keywordAuthorCyclohexane-
dc.subject.keywordAuthorMulti-scale free energy simulations-
dc.subject.keywordAuthorExplicit solvent-
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  • Graduate School of Convergence Science & Technology
  • Dept. of Molecular and Biopharmaceutical Sciences
Research Area AI models for drug discovery, Free energy calculation, Molecular dynamics, 분자동역학, 신약개발을 위한 AI 모델, 자유에너지 계산

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