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Banayan NE, Hsu A, Hunt JF, Palmer AG, Friesner RA. Parsing Dynamics of Protein Backbone NH and Side-Chain Methyl Groups using Molecular Dynamics Simulations. J Chem Theory Comput 2024; 20:6316-6327. [PMID: 38957960 DOI: 10.1021/acs.jctc.4c00378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
Experimental NMR spectroscopy and theoretical molecular dynamics (MD) simulations provide complementary insights into protein conformational dynamics and hence into biological function. The present work describes an extensive set of backbone NH and side-chain methyl group generalized order parameters for the Escherichia coli ribonuclease HI (RNH) enzyme derived from 2-μs microsecond MD simulations using the OPLS4 and AMBER-FF19SB force fields. The simulated generalized order parameters are compared with values derived from NMR 15N and 13CH2D spin relaxation measurements. The squares of the generalized order parameters, S2 for the N-H bond vector and Saxis2 for the methyl group symmetry axis, characterize the equilibrium distribution of vector orientations in a molecular frame of reference. Optimal agreement between simulated and experimental results was obtained by averaging S2 or Saxis2 calculated by dividing the simulated trajectories into 50 ns blocks (∼five times the rotational diffusion correlation time for RNH). With this procedure, the median absolute deviations (MAD) between experimental and simulated values of S2 and Saxis2 are 0.030 (NH) and 0.061 (CH3) for OPLS4 and 0.041 (NH) and 0.078 (CH3) for AMBER-FF19SB. The MAD between OPLS4 and AMBER-FF19SB are 0.021 (NH) and 0.072 (CH3). The generalized order parameters for the methyl group symmetry axis can be decomposed into contributions from backbone fluctuations, between-rotamer dihedral angle transitions, and within-rotamer dihedral angle fluctuations. Analysis of the simulation trajectories shows that (i) backbone and side chain conformational fluctuations exhibit little correlation and that (ii) fluctuations within rotamers are limited and highly uniform with values that depend on the number of dihedral angles considered. Low values of Saxis2, indicative of enhanced side-chain flexibility, result from between-rotamer transitions that can be enhanced by increased local backbone flexibility.
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Affiliation(s)
- Nooriel E Banayan
- Department of Biological Sciences, Columbia University, 3000 Broadway, New York, New York 10027, United States
| | - Andrew Hsu
- Department of Chemistry, Columbia University, 3000 Broadway, New York, New York 10027, United States
| | - John F Hunt
- Department of Biological Sciences, Columbia University, 3000 Broadway, New York, New York 10027, United States
| | - Arthur G Palmer
- Department of Biochemistry and Molecular Biophysics, Columbia University, 701 West 168th Street, New York, New York 10032, United States
| | - Richard A Friesner
- Department of Chemistry, Columbia University, 3000 Broadway, New York, New York 10027, United States
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Caceres-Cortes J, Falk B, Mueller L, Dhar TGM. Perspectives on Nuclear Magnetic Resonance Spectroscopy in Drug Discovery Research. J Med Chem 2024; 67:1701-1733. [PMID: 38290426 DOI: 10.1021/acs.jmedchem.3c02389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
The drug discovery landscape has undergone a significant transformation over the past decade, owing to research endeavors in a wide range of areas leading to strategies for pursuing new drug targets and the emergence of novel drug modalities. NMR spectroscopy has been a technology of fundamental importance to these research pursuits and has seen its use expanded both within and outside of traditional medicinal chemistry applications. In this perspective, we will present advancement of NMR-derived methods that have facilitated the characterization of small molecules and novel drug modalities including macrocyclic peptides, cyclic dinucleotides, and ligands for protein degradation. We will discuss innovations in NMR spectroscopy at the chemistry and biology interface that have broadened NMR's utility from hit identification through lead optimization activities. We will also discuss the promise of emerging NMR approaches in bridging our understanding and addressing challenges in the pursuit of the therapeutic agents of the future.
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Affiliation(s)
- Janet Caceres-Cortes
- Synthesis and Enabling Technologies, Small Molecule Drug Discovery, Bristol-Myers Squibb Company, Princeton, New Jersey 08540, United States
| | - Bradley Falk
- Synthesis and Enabling Technologies, Small Molecule Drug Discovery, Bristol-Myers Squibb Company, Princeton, New Jersey 08540, United States
| | - Luciano Mueller
- Synthesis and Enabling Technologies, Small Molecule Drug Discovery, Bristol-Myers Squibb Company, Princeton, New Jersey 08540, United States
| | - T G Murali Dhar
- Discovery Chemistry, Small Molecule Drug Discovery, Bristol-Myers Squibb Company, Princeton, New Jersey 085401, United States
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Fragments: where are we now? Biochem Soc Trans 2020; 48:271-280. [PMID: 31985743 DOI: 10.1042/bst20190694] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2019] [Revised: 12/17/2019] [Accepted: 12/18/2019] [Indexed: 12/30/2022]
Abstract
Fragment-based drug discovery (FBDD) has become a mainstream technology for the identification of chemical hit matter in drug discovery programs. To date, the food and drug administration has approved four drugs, and over forty compounds are in clinical studies that can trace their origins to a fragment-based screen. The challenges associated with implementing an FBDD approach are many and diverse, ranging from the library design to developing methods for identifying weak affinity compounds. In this article, we give an overview of current progress in fragment library design, fragment to lead optimisation and on the advancement in techniques used for screening. Finally, we will comment on the future opportunities and challenges in this field.
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Han W, Ma X, Balibar CJ, Baxter Rath CM, Benton B, Bermingham A, Casey F, Chie-Leon B, Cho MK, Frank AO, Frommlet A, Ho CM, Lee PS, Li M, Lingel A, Ma S, Merritt H, Ornelas E, De Pascale G, Prathapam R, Prosen KR, Rasper D, Ruzin A, Sawyer WS, Shaul J, Shen X, Shia S, Steffek M, Subramanian S, Vo J, Wang F, Wartchow C, Uehara T. Two Distinct Mechanisms of Inhibition of LpxA Acyltransferase Essential for Lipopolysaccharide Biosynthesis. J Am Chem Soc 2020; 142:4445-4455. [DOI: 10.1021/jacs.9b13530] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Wooseok Han
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Xiaolei Ma
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Carl J. Balibar
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | | | - Bret Benton
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Alun Bermingham
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Fergal Casey
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Barbara Chie-Leon
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Min-Kyu Cho
- Novartis Institutes for BioMedical Research, Cambridge, Massachusetts 02139, United States
| | - Andreas O. Frank
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Alexandra Frommlet
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Chi-Min Ho
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Patrick S. Lee
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Min Li
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Andreas Lingel
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Sylvia Ma
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Hanne Merritt
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Elizabeth Ornelas
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Gianfranco De Pascale
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Ramadevi Prathapam
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Katherine R. Prosen
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Dita Rasper
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Alexey Ruzin
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - William S. Sawyer
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Jacob Shaul
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Xiaoyu Shen
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Steven Shia
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Micah Steffek
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Sharadha Subramanian
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Jason Vo
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Feng Wang
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Charles Wartchow
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
| | - Tsuyoshi Uehara
- Novartis Institutes for BioMedical Research, Emeryville, California 94608, United States
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