Exploring Product Release from Yeast Cytosine Deaminase with Metadynamics

被引:2
作者
Croney, Kayla A. [1 ]
McCarty, James [1 ]
机构
[1] Western Washington Univ, Dept Chem, Bellingham, WA 98225 USA
关键词
MOLECULAR-DYNAMICS; GENE-THERAPY; 5-FLUOROCYTOSINE; ACTIVATION; PARAMETERS; MECHANISM; KINETICS; ENZYMES;
D O I
10.1021/acs.jpcb.3c07972
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
The yeast cytosine deaminase (yCD) enzyme/5-fluorocytosine prodrug system is a promising candidate for targeted chemotherapeutics. After conversion of the prodrug into the toxic chemotherapeutic drug, 5-fluorouracil (5-FU), the slow product release from the enzyme limits the overall catalytic efficiency of the enzyme/prodrug system. Here, we present a computational study of the product release of the anticancer drug, 5-FU, from yCD using metadynamics. We present a comparison of the 5-FU drug to the natural enzyme product, uracil. We use volume-based metadynamics to compute the free energy landscape for product release and show a modest binding affinity for the product to the enzyme, consistent with experiments. Next, we use infrequent metadynamics to estimate the unbiased release rate from Kramers time-dependent rate theory and find a favorable comparison to experiment with a slower rate of product release for the 5-FU system. Our work demonstrates how adaptive sampling methods can be used to study the protein-ligand unbinding process for engineering enzyme/prodrug systems and gives insights into the molecular mechanism of product release for the yCD/5-FU system.
引用
收藏
页码:3102 / 3112
页数:11
相关论文
共 58 条
  • [1] Gromacs: High performance molecular simulations through multi-level parallelism from laptops to supercomputers
    Abraham, Mark James
    Murtola, Teemu
    Schulz, Roland
    Páll, Szilárd
    Smith, Jeremy C.
    Hess, Berk
    Lindah, Erik
    [J]. SoftwareX, 2015, 1-2 : 19 - 25
  • [2] Aghi M, 2000, J GENE MED, V2, P148, DOI 10.1002/(SICI)1521-2254(200005/06)2:3<148::AID-JGM105>3.0.CO
  • [3] 2-Q
  • [4] Recent developments in the general atomic and molecular electronic structure system
    Barca, Giuseppe M. J.
    Bertoni, Colleen
    Carrington, Laura
    Datta, Dipayan
    De Silva, Nuwan
    Deustua, J. Emiliano
    Fedorov, Dmitri G.
    Gour, Jeffrey R.
    Gunina, Anastasia O.
    Guidez, Emilie
    Harville, Taylor
    Irle, Stephan
    Ivanic, Joe
    Kowalski, Karol
    Leang, Sarom S.
    Li, Hui
    Li, Wei
    Lutz, Jesse J.
    Magoulas, Ilias
    Mato, Joani
    Mironov, Vladimir
    Nakata, Hiroya
    Pham, Buu Q.
    Piecuch, Piotr
    Poole, David
    Pruitt, Spencer R.
    Rendell, Alistair P.
    Roskop, Luke B.
    Ruedenberg, Klaus
    Sattasathuchana, Tosaporn
    Schmidt, Michael W.
    Shen, Jun
    Slipchenko, Lyudmila
    Sosonkina, Masha
    Sundriyal, Vaibhav
    Tiwari, Ananta
    Vallejo, Jorge L. Galvez
    Westheimer, Bryce
    Wloch, Marta
    Xu, Peng
    Zahariev, Federico
    Gordon, Mark S.
    [J]. JOURNAL OF CHEMICAL PHYSICS, 2020, 152 (15)
  • [5] Well-tempered metadynamics: A smoothly converging and tunable free-energy method
    Barducci, Alessandro
    Bussi, Giovanni
    Parrinello, Michele
    [J]. PHYSICAL REVIEW LETTERS, 2008, 100 (02)
  • [6] A WELL-BEHAVED ELECTROSTATIC POTENTIAL BASED METHOD USING CHARGE RESTRAINTS FOR DERIVING ATOMIC CHARGES - THE RESP MODEL
    BAYLY, CI
    CIEPLAK, P
    CORNELL, WD
    KOLLMAN, PA
    [J]. JOURNAL OF PHYSICAL CHEMISTRY, 1993, 97 (40) : 10269 - 10280
  • [7] Promoting transparency and reproducibility in enhanced molecular simulations
    Bonomi, Massimiliano
    Bussi, Giovanni
    Camilloni, Carlo
    Tribello, Gareth A.
    Banas, Pavel
    Barducci, Alessandro
    Bernetti, Mattia
    Bolhuis, Peter G.
    Bottaro, Sandro
    Branduardi, Davide
    Capelli, Riccardo
    Carloni, Paolo
    Ceriotti, Michele
    Cesari, Andrea
    Chen, Haochuan
    Chen, Wei
    Colizzi, Francesco
    De, Sandip
    De La Pierre, Marco
    Donadio, Davide
    Drobot, Viktor
    Ensing, Bernd
    Ferguson, Andrew L.
    Filizola, Marta
    Fraser, James S.
    Fu, Haohao
    Gasparotto, Piero
    Gervasio, Francesco Luigi
    Giberti, Federico
    Gil-Ley, Alejandro
    Giorgino, Toni
    Heller, Gabriella T.
    Hocky, Glen M.
    Iannuzzi, Marcella
    Invernizzi, Michele
    Jelfs, Kim E.
    Jussupow, Alexander
    Kirilin, Evgeny
    Laio, Alessandro
    Limongelli, Vittorio
    Lindorff-Larsen, Kresten
    Lohr, Thomas
    Marinelli, Fabrizio
    Martin-Samos, Layla
    Masetti, Matteo
    Meyer, Ralf
    Michaelides, Angelos
    Molteni, Carla
    Morishita, Tetsuya
    Nava, Marco
    [J]. NATURE METHODS, 2019, 16 (08) : 670 - 673
  • [8] The future of molecular dynamics simulations in drug discovery
    Borhani, David W.
    Shaw, David E.
    [J]. JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2012, 26 (01) : 15 - 26
  • [9] From A to B in free energy space
    Branduardi, Davide
    Gervasio, Francesco Luigi
    Parrinello, Michele
    [J]. JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (05)
  • [10] Canonical sampling through velocity rescaling
    Bussi, Giovanni
    Donadio, Davide
    Parrinello, Michele
    [J]. JOURNAL OF CHEMICAL PHYSICS, 2007, 126 (01)