共 56 条
A strategy for proline and glycine mutations to proteins with alchemical free energy calculations
被引:16
作者:

Hayes, Ryan L.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA

Brooks, Charles L., III
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA
Univ Michigan, Biophys Program, Ann Arbor, MI 48109 USA Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA
机构:
[1] Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Biophys Program, Ann Arbor, MI 48109 USA
基金:
美国国家科学基金会;
关键词:
enhanced sampling;
free energy methodology;
multisite lambda dynamics;
BINDING FREE-ENERGY;
SINGLE-POINT MUTATIONS;
MOLECULAR-DYNAMICS;
RELIABLE PREDICTION;
LAMBDA-DYNAMICS;
DRUG DISCOVERY;
ALPHA-HELIX;
STABILITY;
ACCURATE;
CHARMM;
D O I:
10.1002/jcc.26525
中图分类号:
O6 [化学];
学科分类号:
0703 ;
摘要:
Computation of the thermodynamic consequences of protein mutations holds great promise in protein biophysics and design. Alchemical free energy methods can give improved estimates of mutational free energies, and are already widely used in calculations of relative and absolute binding free energies in small molecule design problems. In principle, alchemical methods can address any amino acid mutation with an appropriate alchemical pathway, but identifying a strategy that produces such a path for proline and glycine mutations is an ongoing challenge. Most current strategies perturb only side chain atoms, while proline and glycine mutations also alter the backbone parameters and backbone ring topology. Some strategies also perturb backbone parameters and enable glycine mutations. This work presents a strategy that enables both proline and glycine mutations and comprises two key elements: a dual backbone with restraints and scaling of bonded terms, facilitating backbone parameter changes, and a soft bond in the proline ring, enabling ring topology changes in proline mutations. These elements also have utility for core hopping and macrocycle studies in computer-aided drug design. This new strategy shows slight improvements over an alternative side chain perturbation strategy for a set T4 lysozyme mutations lacking proline and glycine, and yields good agreement with experiment for a set of T4 lysozyme proline and glycine mutations not previously studied. To our knowledge this is the first report comparing alchemical predictions of proline mutations with experiment. With this strategy in hand, alchemical methods now have access to the full palette of amino acid mutations.
引用
收藏
页码:1088 / 1094
页数:7
相关论文
共 56 条
[1]
Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers
[J].
Abraham, Mark James
;
Murtola, Teemu
;
Schulz, Roland
;
Páll, Szilárd
;
Smith, Jeremy C.
;
Hess, Berk
;
Lindah, Erik
.
SoftwareX,
2015, 1-2
:19-25

Abraham, Mark James
论文数: 0 引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna

Murtola, Teemu
论文数: 0 引用数: 0
h-index: 0
机构:
Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, Stockholm Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna

Schulz, Roland
论文数: 0 引用数: 0
h-index: 0
机构:
Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, 37831, TN
Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, 37996, TN Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna

Páll, Szilárd
论文数: 0 引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna

Smith, Jeremy C.
论文数: 0 引用数: 0
h-index: 0
机构:
Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, 37831, TN
Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, 37996, TN Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna

Hess, Berk
论文数: 0 引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna

Lindah, Erik
论文数: 0 引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, Stockholm Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
[2]
Lessons from the lysozyme of phage T4
[J].
Baase, Walter A.
;
Liu, Lijun
;
Tronrud, Dale E.
;
Matthews, Brian W.
.
PROTEIN SCIENCE,
2010, 19 (04)
:631-641

Baase, Walter A.
论文数: 0 引用数: 0
h-index: 0
机构:
1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA
1229 Univ Oregon, Dept Phys, Eugene, OR 97403 USA 1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA

Liu, Lijun
论文数: 0 引用数: 0
h-index: 0
机构:
1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA
1229 Univ Oregon, Dept Phys, Eugene, OR 97403 USA 1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA

Tronrud, Dale E.
论文数: 0 引用数: 0
h-index: 0
机构:
1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA
1229 Univ Oregon, Dept Phys, Eugene, OR 97403 USA 1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA

Matthews, Brian W.
论文数: 0 引用数: 0
h-index: 0
机构:
1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA
1229 Univ Oregon, Dept Phys, Eugene, OR 97403 USA 1229 Univ Oregon, Inst Mol Biol, Eugene, OR 97403 USA
[3]
Flex ddG: Rosetta Ensemble-Based Estimation of Changes in Protein-Protein Binding Affinity upon Mutation
[J].
Barlow, Kyle A.
;
Conchuir, Shane O.
;
Thompson, Samuel
;
Suresh, Pooja
;
Lucas, James E.
;
Heinonen, Markus
;
Kortemme, Tanja
.
JOURNAL OF PHYSICAL CHEMISTRY B,
2018, 122 (21)
:5389-5399

Barlow, Kyle A.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA

Conchuir, Shane O.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Calif Inst Quantitat Biosci, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA

Thompson, Samuel
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Grad Program Biophys, San Francisco, CA 94143 USA Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA

Suresh, Pooja
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Grad Program Biophys, San Francisco, CA 94143 USA Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA

Lucas, James E.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Grad Program Bioengn, San Francisco, CA 94143 USA Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA

Heinonen, Markus
论文数: 0 引用数: 0
h-index: 0
机构:
Aalto Univ, Dept Comp Sci, Espoo, Finland
HITT, Helsinki, Finland Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA

Kortemme, Tanja
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA
Univ Calif San Francisco, Calif Inst Quantitat Biosci, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Bioengn & Therapeut Sci, San Francisco, CA 94143 USA
Univ Calif San Francisco, Grad Program Biophys, San Francisco, CA 94143 USA
Univ Calif San Francisco, Grad Program Bioengn, San Francisco, CA 94143 USA
Chan Zuckerberg Biohub, San Francisco, CA 94158 USA Univ Calif San Francisco, Grad Program Bioinformat, San Francisco, CA 94143 USA
[4]
Optimization of the Additive CHARMM All-Atom Protein Force Field Targeting Improved Sampling of the Backbone φ, ψ and Side-Chain χ1 and χ2 Dihedral Angles
[J].
Best, Robert B.
;
Zhu, Xiao
;
Shim, Jihyun
;
Lopes, Pedro E. M.
;
Mittal, Jeetain
;
Feig, Michael
;
MacKerell, Alexander D., Jr.
.
JOURNAL OF CHEMICAL THEORY AND COMPUTATION,
2012, 8 (09)
:3257-3273

Best, Robert B.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA

Zhu, Xiao
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA

Shim, Jihyun
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA

Lopes, Pedro E. M.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA

Mittal, Jeetain
论文数: 0 引用数: 0
h-index: 0
机构:
Lehigh Univ, Dept Chem Engn, Bethlehem, PA 18015 USA Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA

Feig, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Biochem & Mol Biol, E Lansing, MI 48824 USA
Michigan State Univ, Dept Chem, E Lansing, MI 48824 USA Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA

MacKerell, Alexander D., Jr.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, 20 Penn St, Baltimore, MD 21201 USA
[5]
Inclusion of Many-Body Effects in the Additive CHARMM Protein CMAP Potential Results in Enhanced Cooperativity of α-Helix and β-Hairpin Formation
[J].
Best, Robert B.
;
Mittal, Jeetain
;
Feig, Michael
;
MacKerell, Alexander D., Jr.
.
BIOPHYSICAL JOURNAL,
2012, 103 (05)
:1045-1051

Best, Robert B.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England

Mittal, Jeetain
论文数: 0 引用数: 0
h-index: 0
机构:
Lehigh Univ, Dept Chem Engn, Bethlehem, PA 18015 USA Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England

Feig, Michael
论文数: 0 引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Chem, E Lansing, MI 48824 USA
Michigan State Univ, Dept Biochem & Mol Biol, E Lansing, MI 48824 USA Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England

MacKerell, Alexander D., Jr.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, Baltimore, MD 21201 USA Univ Cambridge, Dept Chem, Cambridge CB2 1EW, England
[6]
CHARMM: The Biomolecular Simulation Program
[J].
Brooks, B. R.
;
Brooks, C. L., III
;
Mackerell, A. D., Jr.
;
Nilsson, L.
;
Petrella, R. J.
;
Roux, B.
;
Won, Y.
;
Archontis, G.
;
Bartels, C.
;
Boresch, S.
;
Caflisch, A.
;
Caves, L.
;
Cui, Q.
;
Dinner, A. R.
;
Feig, M.
;
Fischer, S.
;
Gao, J.
;
Hodoscek, M.
;
Im, W.
;
Kuczera, K.
;
Lazaridis, T.
;
Ma, J.
;
Ovchinnikov, V.
;
Paci, E.
;
Pastor, R. W.
;
Post, C. B.
;
Pu, J. Z.
;
Schaefer, M.
;
Tidor, B.
;
Venable, R. M.
;
Woodcock, H. L.
;
Wu, X.
;
Yang, W.
;
York, D. M.
;
Karplus, M.
.
JOURNAL OF COMPUTATIONAL CHEMISTRY,
2009, 30 (10)
:1545-1614

Brooks, B. R.
论文数: 0 引用数: 0
h-index: 0
机构:
NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Brooks, C. L., III
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Michigan, Dept Chem, Ann Arbor, MI 48109 USA
Univ Michigan, Dept Biophys, Ann Arbor, MI 48109 USA NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Mackerell, A. D., Jr.
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Maryland, Sch Pharm, Dept Pharmaceut Sci, Baltimore, MD 21201 USA NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Nilsson, L.
论文数: 0 引用数: 0
h-index: 0
机构:
Karolinska Inst, Dept Biosci & Nutr, SE-14157 Huddinge, Sweden NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Petrella, R. J.
论文数: 0 引用数: 0
h-index: 0
机构:
Harvard Univ, Dept Chem & Chem Biol, Cambridge, MA 02138 USA
Harvard Univ, Sch Med, Dept Med, Boston, MA 02115 USA NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

论文数: 引用数:
h-index:
机构:

Won, Y.
论文数: 0 引用数: 0
h-index: 0
机构:
Hanyang Univ, Dept Chem, Seoul 133792, South Korea NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Archontis, G.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Bartels, C.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Boresch, S.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Caflisch, A.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Caves, L.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Cui, Q.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Dinner, A. R.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Feig, M.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Fischer, S.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Gao, J.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Hodoscek, M.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Im, W.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Kuczera, K.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Lazaridis, T.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Ma, J.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Ovchinnikov, V.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Paci, E.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Pastor, R. W.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Post, C. B.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Pu, J. Z.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Schaefer, M.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Tidor, B.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Venable, R. M.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Woodcock, H. L.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Wu, X.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Yang, W.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

York, D. M.
论文数: 0 引用数: 0
h-index: 0
机构: NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA

Karplus, M.
论文数: 0 引用数: 0
h-index: 0
机构:
Harvard Univ, Dept Chem & Chem Biol, Cambridge, MA 02138 USA
Univ Strasbourg, ISIS, Lab Chim Biophys, F-67000 Strasbourg, France NHLBI, Lab Computat Biol, NIH, Bethesda, MD 20892 USA
[7]
CHARMM - A PROGRAM FOR MACROMOLECULAR ENERGY, MINIMIZATION, AND DYNAMICS CALCULATIONS
[J].
BROOKS, BR
;
BRUCCOLERI, RE
;
OLAFSON, BD
;
STATES, DJ
;
SWAMINATHAN, S
;
KARPLUS, M
.
JOURNAL OF COMPUTATIONAL CHEMISTRY,
1983, 4 (02)
:187-217

BROOKS, BR
论文数: 0 引用数: 0
h-index: 0

BRUCCOLERI, RE
论文数: 0 引用数: 0
h-index: 0

OLAFSON, BD
论文数: 0 引用数: 0
h-index: 0

STATES, DJ
论文数: 0 引用数: 0
h-index: 0

SWAMINATHAN, S
论文数: 0 引用数: 0
h-index: 0

KARPLUS, M
论文数: 0 引用数: 0
h-index: 0
[8]
Free Energy Perturbation Calculation of Relative Binding Free Energy between Broadly Neutralizing Antibodies and the gp120 Glycoprotein of HIV-1
[J].
Clark, Anthony J.
;
Gindin, Tatyana
;
Zhang, Baoshan
;
Wang, Lingle
;
Abel, Robert
;
Murret, Colleen S.
;
Xu, Fang
;
Bao, Amy
;
Lu, Nina J.
;
Zhou, Tongqing
;
Kwong, Peter D.
;
Shapiro, Lawrence
;
Honig, Barry
;
Friesner, Richard A.
.
JOURNAL OF MOLECULAR BIOLOGY,
2017, 429 (07)
:930-947

Clark, Anthony J.
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Gindin, Tatyana
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Med Ctr, Dept Pathol, 630 W 168th St, New York, NY 10032 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Zhang, Baoshan
论文数: 0 引用数: 0
h-index: 0
机构:
NIAID, Vaccine Res Ctr, NIH, 40 Convent Dr, Bethesda, MD 20892 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Wang, Lingle
论文数: 0 引用数: 0
h-index: 0
机构:
Schrodinger Inc, 120 W 45th St, New York, NY 10036 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Abel, Robert
论文数: 0 引用数: 0
h-index: 0
机构:
Schrodinger Inc, 120 W 45th St, New York, NY 10036 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Murret, Colleen S.
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Xu, Fang
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Bao, Amy
论文数: 0 引用数: 0
h-index: 0
机构:
NIAID, Vaccine Res Ctr, NIH, 40 Convent Dr, Bethesda, MD 20892 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Lu, Nina J.
论文数: 0 引用数: 0
h-index: 0
机构:
NIAID, Vaccine Res Ctr, NIH, 40 Convent Dr, Bethesda, MD 20892 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Zhou, Tongqing
论文数: 0 引用数: 0
h-index: 0
机构:
NIAID, Vaccine Res Ctr, NIH, 40 Convent Dr, Bethesda, MD 20892 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Kwong, Peter D.
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Biochem & Biophys, Med Ctr, 701 West 168th St, New York, NY 10032 USA
NIAID, Vaccine Res Ctr, NIH, 40 Convent Dr, Bethesda, MD 20892 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Shapiro, Lawrence
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Biochem & Biophys, Med Ctr, 701 West 168th St, New York, NY 10032 USA
NIAID, Vaccine Res Ctr, NIH, 40 Convent Dr, Bethesda, MD 20892 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Honig, Barry
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Biochem & Mol Biophys, Ctr Computat Biol & Bioinformat, Dept Syst Biol,Dept Med,Howard Hughes Med Inst, 1130 St Nicholas Ave,Room 815, New York, NY 10032 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA

Friesner, Richard A.
论文数: 0 引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA Columbia Univ, Dept Chem, 3000 Broadway,MC 3178, New York, NY 10027 USA
[9]
Relative Binding Free Energy Calculations in Drug Discovery: Recent Advances and Practical Considerations
[J].
Cournia, Zoe
;
Allen, Bryce
;
Sherman, Woody
.
JOURNAL OF CHEMICAL INFORMATION AND MODELING,
2017, 57 (12)
:2911-2937

Cournia, Zoe
论文数: 0 引用数: 0
h-index: 0
机构:
Acad Athens, Biomed Res Fdn, 4 Soranou Ephessiou, Athens 11527, Greece Acad Athens, Biomed Res Fdn, 4 Soranou Ephessiou, Athens 11527, Greece

Allen, Bryce
论文数: 0 引用数: 0
h-index: 0
机构:
Silicon Therapeut, 300 A St, Boston, MA 02210 USA Acad Athens, Biomed Res Fdn, 4 Soranou Ephessiou, Athens 11527, Greece

Sherman, Woody
论文数: 0 引用数: 0
h-index: 0
机构:
Silicon Therapeut, 300 A St, Boston, MA 02210 USA Acad Athens, Biomed Res Fdn, 4 Soranou Ephessiou, Athens 11527, Greece
[10]
A large scale test of computational protein design: Folding and stability of nine completely redesigned globular proteins
[J].
Dantas, G
;
Kuhlman, B
;
Callender, D
;
Wong, M
;
Baker, D
.
JOURNAL OF MOLECULAR BIOLOGY,
2003, 332 (02)
:449-460

Dantas, G
论文数: 0 引用数: 0
h-index: 0
机构: Univ Washington, Dept Biochem, Seattle, WA 98195 USA

Kuhlman, B
论文数: 0 引用数: 0
h-index: 0
机构: Univ Washington, Dept Biochem, Seattle, WA 98195 USA

Callender, D
论文数: 0 引用数: 0
h-index: 0
机构: Univ Washington, Dept Biochem, Seattle, WA 98195 USA

Wong, M
论文数: 0 引用数: 0
h-index: 0
机构: Univ Washington, Dept Biochem, Seattle, WA 98195 USA

Baker, D
论文数: 0 引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA Univ Washington, Dept Biochem, Seattle, WA 98195 USA