We present a computational scheme to compute the pH-dependence of binding free energy with explicit solvent. Despite the importance of pH, the effect of pH has been generally neglected in binding free energy calculations because of a lack of accurate methods to model it. To address this limitation, we use a constant-pH methodology to obtain a true ensemble of multiple protonation states of a titratable system at a given pH and analyze the ensemble using the Bennett acceptance ratio (BAR) method. The constant pH method is based on the combination of enveloping distribution sampling (EDS) with the Hamiltonian replica exchange method (HREM), which yields an accurate semi-grand canonical ensemble of a titratable system. By considering the free energy change of constraining multiple protonation states to a single state or releasing a single protonation state to multiple states, the pH dependent binding free energy profile can be obtained. We perform benchmark simulations of a host-guest system: cucurbit[7]uril (CB[7]) and benzimidazole (BZ). BZ experiences a large pK(a) shift upon complex formation. The pH-dependent binding free energy profiles of the benchmark system are obtained with three different long-range interaction calculation schemes: a cutoff, the particle mesh Ewald (PME), and the isotropic periodic sum (IPS) method. Our scheme captures the pH-dependent behavior of binding free energy successfully. Absolute binding free energy values obtained with the PME and IPS methods are consistent, while cutoff method results are off by 2 kcal mol(-1). We also discuss the characteristics of three long-range interaction calculation methods for constant-pH simulations.
机构:
Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
Kim, M. Olivia
McCammon, J. Andrew
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Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
Univ Calif San Diego, Howard Hughes Med Inst, La Jolla, CA 92093 USA
Univ Calif San Diego, Natl Biomed Computat Resource, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
机构:
Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
Kim, M. Olivia
Blachly, Patrick G.
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Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
Blachly, Patrick G.
Kaus, Joseph W.
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Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
Kaus, Joseph W.
McCammon, J. Andrew
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Univ Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Pharmacol, La Jolla, CA 92093 USA
Univ Calif San Diego, Howard Hughes Med Inst, La Jolla, CA 92093 USA
Univ Calif San Diego, Ctr Theoret Biol Phys, La Jolla, CA 92093 USAUniv Calif San Diego, Dept Chem & Biochem, La Jolla, CA 92093 USA
机构:
Fudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai 200433, Peoples R ChinaFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai 200433, Peoples R China
Huang, Qiang
Herrmann, Andreas
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Humboldt Univ, Dept Biol Mol Biophys, D-10115 Berlin, GermanyFudan Univ, Sch Life Sci, State Key Lab Genet Engn, Shanghai 200433, Peoples R China
机构:
Univ Tokyo, Dept Appl Chem, Tokyo 1138654, JapanUniv Tokyo, Dept Appl Chem, Tokyo 1138654, Japan
Chiba, Yoshihiro
Tsujimura, Masaki
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Univ Tokyo, Dept Adv Interdisciplinary Studies, Tokyo 1538904, JapanUniv Tokyo, Dept Appl Chem, Tokyo 1138654, Japan
Tsujimura, Masaki
Saito, Keisuke
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Univ Tokyo, Dept Appl Chem, Tokyo 1138654, Japan
Univ Tokyo, Res Ctr Adv Sci & Technol, Tokyo 1538904, JapanUniv Tokyo, Dept Appl Chem, Tokyo 1138654, Japan
Saito, Keisuke
Ishikita, Hiroshi
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Univ Tokyo, Dept Appl Chem, Tokyo 1138654, Japan
Univ Tokyo, Res Ctr Adv Sci & Technol, Tokyo 1538904, JapanUniv Tokyo, Dept Appl Chem, Tokyo 1138654, Japan