1
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Yang Y, Dong H, Zhou HX. Effects of Cholesterol on the Partitioning of a Drug Molecule in Lipid Bilayers. J Phys Chem B 2021; 125:5338-5345. [PMID: 33984232 DOI: 10.1021/acs.jpcb.1c02436] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Drug molecules either bind to membrane-bound targets or permeate through cell membranes to reach intracellular targets, and hence, their membrane partition and permeation are of great importance. Here, we studied the effects of cholesterol on the partition of amantadine, an antiflu drug molecule, into 1,2-dimyristoyl-sn-glycero-3-phosphocholine bilayers using molecular dynamics simulations. The membrane partition of amantadine is sensitive to the cholesterol mole fraction (xchol). In the absence of cholesterol, amantadine is stably bound in membranes, but at xchol = 32%, it can escape to the aqueous phase, in agreement with recent experiments. The reduced membrane partition of amantadine at a high cholesterol content is mainly due to the perturbation of the bilayer structure and dynamics. Surrounding lipids stabilize amantadine by having their tails wrapped around the drug molecule, and this ability is compromised when cholesterol is present to increase the order in lipid tails. The atomic details on interactions with lipids and perturbations by cholesterol revealed here provide insight into membrane partition and delivery of drug molecules to their targets.
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Affiliation(s)
- Yuqin Yang
- Kuang Yaming Honors School, Nanjing University, 210023 Nanjing, China
| | - Hao Dong
- Kuang Yaming Honors School, Nanjing University, 210023 Nanjing, China.,Institute for Brain Sciences, Nanjing University, 210023 Nanjing, China
| | - Huan-Xiang Zhou
- Department of Chemistry and Department of Physics, University of Illinois at Chicago, Chicago, Illinois 60607, United States
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2
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Sakai Y, Kawaguchi A, Nagata K, Hirokawa T. Analysis by metadynamics simulation of binding pathway of influenza virus M2 channel blockers. Microbiol Immunol 2018; 62:34-43. [DOI: 10.1111/1348-0421.12561] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2017] [Revised: 11/30/2017] [Accepted: 12/04/2017] [Indexed: 12/15/2022]
Affiliation(s)
- Yuri Sakai
- PhD Program in Human Biology; School of Integrative and Global Majors; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
| | - Atsushi Kawaguchi
- PhD Program in Human Biology; School of Integrative and Global Majors; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
- Department of Infection Biology; Faculty of Medicine; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
- Transborder Medical Research Center; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
| | - Kyosuke Nagata
- Department of Infection Biology; Faculty of Medicine; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
| | - Takatsugu Hirokawa
- Transborder Medical Research Center; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
- Division of Biomedical Science; Faculty of Medicine; University of Tsukuba; 1-1-1 Tennodai Tsukuba, 305-8575 Japan
- Molecular Profiling Research Center for Drug Discovery; National Institute of Advanced Industrial Science and Technology; 2-4-7 Aomi, Koto-ku Tokyo, 135-0064 Japan
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3
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Ioannidis H, Drakopoulos A, Tzitzoglaki C, Homeyer N, Kolarov F, Gkeka P, Freudenberger K, Liolios C, Gauglitz G, Cournia Z, Gohlke H, Kolocouris A. Alchemical Free Energy Calculations and Isothermal Titration Calorimetry Measurements of Aminoadamantanes Bound to the Closed State of Influenza A/M2TM. J Chem Inf Model 2016; 56:862-76. [DOI: 10.1021/acs.jcim.6b00079] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Harris Ioannidis
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Antonios Drakopoulos
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Christina Tzitzoglaki
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Nadine Homeyer
- Mathematisch-Naturwissenschaftliche
Fakultät, Institut für Pharmazeutische und Medizinische
Chemie, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
| | - Felix Kolarov
- Institut
für Physikalische und Theoretische Chemie, Eberhard-Karls-Universität, D-72076 Tübingen, Germany
| | - Paraskevi Gkeka
- Biomedical
Research Foundation, Academy of Athens, 11527 Athens, Greece
| | - Kathrin Freudenberger
- Institut
für Physikalische und Theoretische Chemie, Eberhard-Karls-Universität, D-72076 Tübingen, Germany
| | - Christos Liolios
- Demokritos, National Center for Scientific Research, 15310 Athens, Greece
| | - Günter Gauglitz
- Institut
für Physikalische und Theoretische Chemie, Eberhard-Karls-Universität, D-72076 Tübingen, Germany
| | - Zoe Cournia
- Biomedical
Research Foundation, Academy of Athens, 11527 Athens, Greece
| | - Holger Gohlke
- Mathematisch-Naturwissenschaftliche
Fakultät, Institut für Pharmazeutische und Medizinische
Chemie, Heinrich-Heine-Universität Düsseldorf, 40225 Düsseldorf, Germany
| | - Antonios Kolocouris
- Department
of Pharmaceutical Chemistry, Faculty of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
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4
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Gleed ML, Ioannidis H, Kolocouris A, Busath DD. Resistance-Mutation (N31) Effects on Drug Orientation and Channel Hydration in Amantadine-Bound Influenza A M2. J Phys Chem B 2015; 119:11548-59. [PMID: 26268449 DOI: 10.1021/acs.jpcb.5b05808] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
The mechanism of amantadine binding to the S31 variant of the M2 protein of Influenza A is well understood, but the reasons behind N31 M2 amantadine insensitivity remain under investigation. Many molecular dynamics studies have evaluated the influence of amantadine position within the channel pore on its ability to inhibit proton conductance in M2, but little is known about the influence of amantadine rotational orientation. Replica-exchange umbrella sampling, steered, and classic molecular dynamics simulations were performed on amantadine in the solid-state NMR structure of S31 M2 and an N31 M2 homologue, both in the homotetramer configuration, to explore the effects of the position and tilt angle of amantadine on inhibition of the M2 channel. Steered simulations show that amantadine rotates with the amine toward the bulk water as it passes into the hydrophobic entryway lined by Val27 side chains. Results from all simulation types performed indicate that amantadine has a strong, specific orientation with the amine turned inward toward the central cavity in the S31 M2 pore but has variable orientation and a strong propensity to remain outward pointing in N31 M2. Free energy profiles from umbrella sampling, measured relative to bulk water, show amantadine binds more strongly to the S31 M2 pore by 8 kcal/mol in comparison to amantadine in the N31 pore, suggesting that it can escape more readily from the N31 channel through the Val27 secondary gate, whereas it is captured by the S31 channel in the same region. Lower water density and distribution near amantadine in S31 M2 reveal that the drug inhibits proton conductance in S31 M2 because of its inward-pointing configuration, whereas in N31 M2, amantadine forms hydrogen bonds with an N31 side chain and does not widely occlude water occupancy in any configuration. Both amantadine's weaker binding to and weaker water occlusion in N31 M2 might contribute to its inefficacy as an inhibitor of the mutant protein.
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Affiliation(s)
- Mitchell L Gleed
- Department of Physiology and Developmental Biology, Brigham Young University , Provo, Utah 84602, United States
| | - Harris Ioannidis
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, National and Kapodistrian University of Athens , Athens, Greece
| | - Antonios Kolocouris
- Department of Pharmaceutical Chemistry, Faculty of Pharmacy, National and Kapodistrian University of Athens , Athens, Greece
| | - David D Busath
- Department of Physiology and Developmental Biology, Brigham Young University , Provo, Utah 84602, United States
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5
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Gleed ML, Busath DD. Why bound amantadine fails to inhibit proton conductance according to simulations of the drug-resistant influenza A M2 (S31N). J Phys Chem B 2014; 119:1225-31. [PMID: 25426702 PMCID: PMC4306489 DOI: 10.1021/jp508545d] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The mechanisms responsible for drug resistance in the Asn31 variant of the M2 protein of influenza A are not well understood. Molecular dynamics simulations were performed on wild-type (Ser31) and S31N influenza A M2 in the homotetramer configuration. After evaluation of 13 published M2 structures, a solid-state NMR structure with amantadine bound was selected for simulations, an S31N mutant structure was developed and equilibrated, and the native and mutant structures were used to determine the binding behavior of amantadine and the dynamics of water in the two channels. Amantadine is stable in the plugging region of wild-type M2, with the adamantane in contact with the Val27 side chains, while amantadine in S31N M2 has more variable movement and orientation, and spontaneously moves lower into the central cavity of the channel. Free energy profiles from umbrella sampling support this observation. In this configuration, water surrounds the drug and can easily transport protons past it, so the drug binds without blocking proton transport in the S31N M2 channel.
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Affiliation(s)
- Mitchell L Gleed
- Department of Physiology and Developmental Biology, Brigham Young University , Provo, Utah 84602, United States
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Wu YL, Shen LW, Ding YP, Tanaka Y, Zhang W. Preliminary success in the characterization and management of a sudden breakout of a novel H7N9 influenza A virus. Int J Biol Sci 2014; 10:109-18. [PMID: 24520209 PMCID: PMC3920865 DOI: 10.7150/ijbs.8198] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2013] [Accepted: 12/05/2013] [Indexed: 12/21/2022] Open
Abstract
Influenza has always been one of the major threats to human health. The Spanish influenza in 1918, the pandemic influenza A/H1N1 in 2009, and the avian influenza A/H5N1 have brought about great disasters or losses to mankind. More recently, a novel avian influenza A/H7N9 broke out in China and until December 2, 2013, it had caused 139 cases of infection, including 45 deaths. Its risk and pandemic potential attract worldwide attention. In this article, we summarize epidemiology, virology characteristics, clinical symptoms, diagnosis methods, clinical treatment and preventive measures about the avian influenza A/H7N9 virus infection to provide a reference for a possible next wave of flu outbreak.
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Affiliation(s)
- Yan-Ling Wu
- 1. Lab of Molecular Immunology, Virus Inspection Department, Zhejiang Provincial Center for Disease Control and Prevention, 630 Xincheng Road, Hangzhou, 310051, PR China
| | - Li-Wen Shen
- 2. Lab of Chemical Biology and Molecular Drug Design, College of Pharmaceutical Science, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou, 310014, PR China
| | - Yan-Ping Ding
- 1. Lab of Molecular Immunology, Virus Inspection Department, Zhejiang Provincial Center for Disease Control and Prevention, 630 Xincheng Road, Hangzhou, 310051, PR China
- 2. Lab of Chemical Biology and Molecular Drug Design, College of Pharmaceutical Science, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou, 310014, PR China
| | - Yoshimasa Tanaka
- 3. Center for Innovation in Immunoregulative Technology and Therapeutics, Graduate School of Medicine, Kyoto University, Kyoto, 606-8501, Japan
| | - Wen Zhang
- 2. Lab of Chemical Biology and Molecular Drug Design, College of Pharmaceutical Science, Zhejiang University of Technology, 18 Chaowang Road, Hangzhou, 310014, PR China
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7
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Zhang Y, Shen H, Zhang M, Li G. Exploring the proton conductance and drug resistance of BM2 channel through molecular dynamics simulations and free energy calculations at different pH conditions. J Phys Chem B 2013; 117:982-8. [PMID: 23286443 DOI: 10.1021/jp309682t] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BM2 channel plays an important role in the replication of influenza virus B. However, few studies attempt to investigate the mechanism of the proton conductance in BM2 channel, as well as the drug resistance of the BM2 channel. The first experimental structure of the BM2 protein channel has recently been solved, enabling us to theoretically study BM2 systems with different protonation states of histidine. By performing molecular dynamics simulations on the BM2 systems with different protonation states of four His19 residues, we provided our understanding of the structure, dynamics, and drug resistance of the BM2 channel. In general, the results of our study and other investigations both have demonstrated that whether the BM2 channel adopts an open or a closed form depends on the protonation state of His19. Meanwhile, we discovered that a drug (amantadine) was unable to enter into the center of the BM2 channel even at a low pH condition probably due to the number of hydrophilic residues of the BM2 channel. Finally, potentials of mean force (PMF) calculations were performed for the drug binding BM2 channel, energetically explaining why the BM2 channel exhibited drug resistance to two inhibitors of the AM2 channel, amantadine and rimantadine.
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Affiliation(s)
- Yuxin Zhang
- Laboratory of Molecular Modeling and Design, State Key Laboratory of Molecular Reaction Dynamics, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, China 116023
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8
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Gkeka P, Eleftheratos S, Kolocouris A, Cournia Z. Free Energy Calculations Reveal the Origin of Binding Preference for Aminoadamantane Blockers of Influenza A/M2TM Pore. J Chem Theory Comput 2013; 9:1272-81. [DOI: 10.1021/ct300899n] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Paraskevi Gkeka
- Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou,
11527 Athens, Greece
| | - Stelios Eleftheratos
- Faculty
of Pharmacy, Department of Pharmaceutical
Chemistry, University of Athens, Panepistimioupolis-Zografou,
15771 Athens, Greece
| | - Antonios Kolocouris
- Faculty
of Pharmacy, Department of Pharmaceutical
Chemistry, University of Athens, Panepistimioupolis-Zografou,
15771 Athens, Greece
| | - Zoe Cournia
- Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou,
11527 Athens, Greece
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9
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Tran L, Choi SB, Al-Najjar BO, Yusuf M, Wahab HA, Le L. Discovery of potential M2 channel inhibitors based on the amantadine scaffold via virtual screening and pharmacophore modeling. Molecules 2011; 16:10227-55. [PMID: 22158591 PMCID: PMC6264534 DOI: 10.3390/molecules161210227] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2011] [Revised: 12/06/2011] [Accepted: 12/08/2011] [Indexed: 01/20/2023] Open
Abstract
The M2 channel protein on the influenza A virus membrane has become the main target of the anti-flu drugs amantadine and rimantadine. The structure of the M2 channel proteins of the H3N2 (PDB code 2RLF) and 2009-H1N1 (Genbank accession number GQ385383) viruses may help researchers to solve the drug-resistant problem of these two adamantane-based drugs and develop more powerful new drugs against influenza A virus. In the present study, we searched for new M2 channel inhibitors through a combination of different computational methodologies, including virtual screening with docking and pharmacophore modeling. Virtual screening was performed to calculate the free energies of binding between receptor M2 channel proteins and 200 new designed ligands. After that, pharmacophore analysis was used to identify the important M2 protein-inhibitor interactions and common features of top binding compounds with M2 channel proteins. Finally, the two most potential compounds were determined as novel leads to inhibit M2 channel proteins in both H3N2 and 2009-H1N1 influenza A virus.
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Affiliation(s)
- Linh Tran
- School of Biotechnology, Ho Chi Minh International University, Quarter 6, Linh Trung, Thu Duc District, Ho Chi Minh City 70000, Vietnam; (L.T.)
- Pharmaceutical Design and Simulation (PhDS) Laboratory, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia; (S.B.C.); (B.O.A.-N.); (M.Y.)
| | - Sy Bing Choi
- Pharmaceutical Design and Simulation (PhDS) Laboratory, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia; (S.B.C.); (B.O.A.-N.); (M.Y.)
| | - Belal O. Al-Najjar
- Pharmaceutical Design and Simulation (PhDS) Laboratory, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia; (S.B.C.); (B.O.A.-N.); (M.Y.)
| | - Muhammad Yusuf
- Pharmaceutical Design and Simulation (PhDS) Laboratory, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia; (S.B.C.); (B.O.A.-N.); (M.Y.)
| | - Habibah A. Wahab
- Pharmaceutical Design and Simulation (PhDS) Laboratory, School of Pharmaceutical Sciences, Universiti Sains Malaysia, 11800 Minden, Pulau Pinang, Malaysia; (S.B.C.); (B.O.A.-N.); (M.Y.)
- Authors to whom correspondence should be addressed; (L.L.); or (H.A.W.); Tel.: +84-906-578-836; Fax: +84-37-244-271
| | - Ly Le
- School of Biotechnology, Ho Chi Minh International University, Quarter 6, Linh Trung, Thu Duc District, Ho Chi Minh City 70000, Vietnam; (L.T.)
- Authors to whom correspondence should be addressed; (L.L.); or (H.A.W.); Tel.: +84-906-578-836; Fax: +84-37-244-271
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10
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Aita T, Husimi Y. Toward an evolutionary containment of evolving pathogen-receptors by using an ensemble of multiple mutant ligands: from the viewpoint of fitness landscape in sequence space. J Theor Biol 2011; 296:49-55. [PMID: 22172531 DOI: 10.1016/j.jtbi.2011.11.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2011] [Revised: 11/28/2011] [Accepted: 11/30/2011] [Indexed: 11/18/2022]
Abstract
It is known that even if a ligand peptide is designed to bind to a target receptor on the surface of a pathogen such as viruses, bacteria or cancer cells, it is likely that some receptors are subject to random mutation and thus the ligand has a reduced ability to bind to these receptors. This issue is known as drug-resistant or escape mutants. In this paper, we present an idea to inhibit the evolving receptors by using an ensemble of all possible single- or double-point mutant sequences of the ligand peptide. Several mutant ligands in the ensemble are expected to bind to the mutant receptors, and then the ensemble may create a defensive wall surrounding the target receptors in receptor-sequence space. We examined the effectiveness of this "evolutionary containment" of the evolving receptors through eight peptide-protein complex systems, which were retrieved from the Protein Data Bank (PDB). As a result, we obtained a suggestion that the original (or parent) ligand sequence should be designed to have as high fitness as possible but to be not local optima, in order to maximize the rate of the evolutionary containment. This may be a strategy of the drug-design against evolving pathogens.
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Affiliation(s)
- Takuyo Aita
- Graduate School of Science and Engineering, Saitama University, Saitama 338-8570, Japan.
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Wang J, Qiu JX, Soto C, DeGrado WF. Structural and dynamic mechanisms for the function and inhibition of the M2 proton channel from influenza A virus. Curr Opin Struct Biol 2011; 21:68-80. [PMID: 21247754 PMCID: PMC3039100 DOI: 10.1016/j.sbi.2010.12.002] [Citation(s) in RCA: 104] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2010] [Accepted: 12/09/2010] [Indexed: 12/11/2022]
Abstract
The M2 proton channel from influenza A virus, a prototype for a class of viral ion channels known as viroporins, conducts protons along a chain of water molecules and ionizable sidechains, including His37. Recent studies highlight a delicate interplay between protein folding, proton binding, and proton conduction through the channel. Drugs inhibit proton conduction by binding to an aqueous cavity adjacent to M2's proton-selective filter, thereby blocking access of proton to the filter, and altering the energetic landscape of the channel and the energetics of proton-binding to His37.
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Affiliation(s)
- Jun Wang
- Department of Chemistry, School of Medicine, University of Pennsylvania, 422 Curvie Blvd, Philadelphia, PA, 19104, USA
| | - Jade Xiaoyan Qiu
- Department of Biochemistry and Biophysics, School of Medicine, University of Pennsylvania, 422 Curvie Blvd, Philadelphia, PA, 19104, USA
| | - Cinque Soto
- Department of Biochemistry and Biophysics, School of Medicine, University of Pennsylvania, 422 Curvie Blvd, Philadelphia, PA, 19104, USA
| | - William F. DeGrado
- Department of Chemistry, School of Medicine, University of Pennsylvania, 422 Curvie Blvd, Philadelphia, PA, 19104, USA
- Department of Biochemistry and Biophysics, School of Medicine, University of Pennsylvania, 422 Curvie Blvd, Philadelphia, PA, 19104, USA
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