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Jurado S, Moog C, Cano-Muñoz M, Schmidt S, Laumond G, Ruocco V, Standoli S, Polo-Megías D, Conejero-Lara F, Morel B. Probing Vulnerability of the gp41 C-Terminal Heptad Repeat as Target for Miniprotein HIV Inhibitors. J Mol Biol 2020; 432:5577-5592. [PMID: 32822695 DOI: 10.1016/j.jmb.2020.08.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 08/09/2020] [Accepted: 08/10/2020] [Indexed: 12/20/2022]
Abstract
One of the therapeutic strategies in HIV neutralization is blocking membrane fusion. In this process, tight interaction between the N-terminal and C-terminal heptad-repeat (NHR and CHR) regions of gp41 is essential to promote membranes apposition and merging. We have previously developed single-chain proteins (named covNHR) that accurately mimic the complete gp41 NHR region in its trimeric conformation. They tightly bind CHR-derived peptides and show a potent and broad HIV inhibitory activity in vitro. However, the extremely high binding affinity (sub-picomolar) is not in consonance with their inhibitory activity (nanomolar), likely due to partial or temporal accessibility of their target in the virus. Here, we have designed and characterized two single-chain covNHR miniproteins each encompassing one of the two halves of the NHR region and containing two of the four sub-pockets of the NHR crevice. The two miniproteins fold as trimeric helical bundles as expected but while the C-terminal covNHR (covNHR-C) miniprotein is highly stable, the N-terminal counterpart (covNHR-N) shows only marginal stability that could be improved by engineering an internal disulfide bond. Both miniproteins bind their respective complementary CHR peptides with moderate (micromolar) affinity. Moreover, the covNHR-N miniproteins can access their target in the context of trimeric native envelope proteins and show significant inhibitory activity for several HIV pseudoviruses. In contrast, covNHR-C cannot bind its target sequence and neither inhibits HIV, indicating a higher vulnerability of C-terminal part of CHR. These results may guide the development of novel HIV inhibitors targeting the gp41 CHR region.
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Affiliation(s)
- Samuel Jurado
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Christiane Moog
- INSERM U1109, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Mario Cano-Muñoz
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Sylvie Schmidt
- INSERM U1109, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Géraldine Laumond
- INSERM U1109, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Valentina Ruocco
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Sara Standoli
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Daniel Polo-Megías
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Francisco Conejero-Lara
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain.
| | - Bertrand Morel
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain.
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Jurado S, Cano-Muñoz M, Polo-Megías D, Conejero-Lara F, Morel B. Thermodynamic dissection of the interface between HIV-1 gp41 heptad repeats reveals cooperative interactions and allosteric effects. Arch Biochem Biophys 2020; 688:108401. [PMID: 32376316 DOI: 10.1016/j.abb.2020.108401] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2020] [Revised: 04/03/2020] [Accepted: 04/27/2020] [Indexed: 11/27/2022]
Abstract
HIV-1 glycoprotein 41 (gp41) mediates fusion between virus and target cells by folding into a fusion active state, in which the C-terminal heptad repeat (CHR) regions associate externally to the N-terminal heptad repeat (NHR) trimer and form a very stable six-helix bundle coiled-coil structure. Therefore, interfering with the NHR-CHR interaction of gp41 is a promising therapeutic approach against HIV-1. However, a full understanding of the molecular and mechanistic details of this interaction is still incomplete. Here, we use single-chain, chimeric proteins (named covNHR) that reproduce accurately the CHR-NHR interactions to analyze the binding thermodynamics of several peptides with different length from the CHR region. The results indicate that cooperative binding involving two or more pockets of the NHR groove is necessary to obtain relevant affinities and that the binding energy is broadly distributed along the interface, underlining a crucial role of a middle pocket to achieve tight binding. In contrast, targeting only the deep hydrophobic pocket is insufficient to achieve significant affinity. Moreover, calorimetry experiments in combination with limited proteolysis performed using a mutant with occluded binding in the N-terminal pocket reveal the existence of an allosteric communication between the different regions. This study is the first detailed thermodynamic dissection of the NHR-CHR interaction in gp41 and contributes therefore to a better understanding of HIV fusion. These results are relevant for the development of potential fusion inhibitors.
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Affiliation(s)
- Samuel Jurado
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Mario Cano-Muñoz
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Daniel Polo-Megías
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Francisco Conejero-Lara
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain.
| | - Bertrand Morel
- Departamento de Química Física, Instituto de Biotecnología e Unidad de Excelencia de Química Aplicada a Biomedicina y Medioambiente (UEQ), Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain.
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3
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Jurado S, Cano-Muñoz M, Morel B, Standoli S, Santarossa E, Moog C, Schmidt S, Laumond G, Cámara-Artigas A, Conejero-Lara F. Structural and Thermodynamic Analysis of HIV-1 Fusion Inhibition Using Small gp41 Mimetic Proteins. J Mol Biol 2019; 431:3091-3106. [PMID: 31255705 DOI: 10.1016/j.jmb.2019.06.022] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2019] [Revised: 06/21/2019] [Accepted: 06/21/2019] [Indexed: 11/25/2022]
Abstract
Development of effective inhibitors of the fusion between HIV-1 and the host cell membrane mediated by gp41 continues to be a grand challenge due to an incomplete understanding of the molecular and mechanistic details of the fusion process. We previously developed single-chain, chimeric proteins (named covNHR) that accurately mimic the N-heptad repeat (NHR) region of gp41 in a highly stable coiled-coil conformation. These molecules bind strongly to peptides derived from the gp41 C-heptad repeat (CHR) and are potent and broad HIV-1 inhibitors. Here, we investigated two covNHR variants differing in two mutations, V10E and Q123R (equivalent to V38E and Q40R in gp41 sequence) that reproduce the effect of HIV-1 mutations associated with resistance to fusion inhibitors, such as T20 (enfuvirtide). A detailed calorimetric analysis of the binding between the covNHR proteins and CHR peptides (C34 and T20) reveals drastic changes in affinity due to the mutations as a result of local changes in interactions at the site of T20 resistance. The crystallographic structure of the covNHR:C34 complex shows a virtually identical CHR-NHR binding interface to that of the post-fusion structure of gp41 and underlines an important role of buried interfacial water molecules in binding affinity and in development of resistance against CHR peptides. Despite the great difference in affinity, both covNHR variants demonstrate strong inhibitory activity for a wide variety of HIV-1 strains. These properties support the high potential of these covNHR proteins as new potent HIV-1 inhibitors. Our results may guide future inhibition approaches.
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Affiliation(s)
- Samuel Jurado
- Departamento de Química Física e Instituto de Biotecnología, Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Mario Cano-Muñoz
- Departamento de Química Física e Instituto de Biotecnología, Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Bertrand Morel
- Departamento de Química Física e Instituto de Biotecnología, Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Sara Standoli
- Departamento de Química Física e Instituto de Biotecnología, Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Elisabetta Santarossa
- Departamento de Química Física e Instituto de Biotecnología, Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain
| | - Christiane Moog
- INSERM U1109, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Sylvie Schmidt
- INSERM U1109, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Géraline Laumond
- INSERM U1109, Fédération de Médecine Translationnelle de Strasbourg (FMTS), Université de Strasbourg, Strasbourg, France
| | - Ana Cámara-Artigas
- Department of Chemistry and Physics, Agrifood Campus of International Excellence (ceiA3) and CIAMBITAL, University of Almería, Carretera de Sacramento, 04120 Almeria, Spain
| | - Francisco Conejero-Lara
- Departamento de Química Física e Instituto de Biotecnología, Facultad de Ciencias, Universidad de Granada, 18071 Granada, Spain.
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Sofiyev V, Kaur H, Snyder BA, Hogan PA, Ptak RG, Hwang P, Gochin M. Enhanced potency of bivalent small molecule gp41 inhibitors. Bioorg Med Chem 2017; 25:408-420. [PMID: 27908751 PMCID: PMC5260928 DOI: 10.1016/j.bmc.2016.11.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2016] [Revised: 10/31/2016] [Accepted: 11/03/2016] [Indexed: 11/28/2022]
Abstract
Low molecular weight peptidomimetic inhibitors with hydrophobic pocket binding properties and moderate fusion inhibitory activity against HIV-1 gp41-mediated cell fusion were elaborated by increasing the available surface area for interacting with the heptad repeat-1 (HR1) coiled coil on gp41. Two types of modifications were tested: 1) increasing the overall hydrophobicity of the molecules with an extension that could interact in the HR1 groove, and 2) forming symmetrical dimers with two peptidomimetic motifs that could potentially interact simultaneously in two hydrophobic pockets on the HR1 trimer. The latter approach was more successful, yielding 40-60times improved potency against HIV fusion over the monomers. Biophysical characterization, including equilibrium binding studies by fluorescence and kinetic analysis by Surface Plasmon Resonance, revealed that inhibitor potency was better correlated to off-rates than to binding affinity. Binding and kinetic data could be fit to a model of bidentate interaction of dimers with the HR1 trimer as an explanation for the slow off-rate, albeit with minimal cooperativity due to the highly flexible ligand structures. The strong cooperativity observed in fusion inhibitory activity of the dimers implied accentuated potency due to the transient nature of the targeted intermediate. Optimization of monomer, dimer or higher order structures has the potential to lead to highly potent non-peptide fusion inhibitors by targeting multiple hydrophobic pockets.
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Affiliation(s)
- Vladimir Sofiyev
- Department of Basic Sciences, Touro University-California, Vallejo, CA 94592, United States
| | - Hardeep Kaur
- Department of Basic Sciences, Touro University-California, Vallejo, CA 94592, United States
| | - Beth A Snyder
- Southern Research Institute, 431 Aviation Way, Frederick, MD 21701, United States
| | - Priscilla A Hogan
- Southern Research Institute, 431 Aviation Way, Frederick, MD 21701, United States
| | - Roger G Ptak
- Southern Research Institute, 431 Aviation Way, Frederick, MD 21701, United States
| | - Peter Hwang
- Department of Biophysics and Biochemistry, University of California San Francisco, CA 94143, United States
| | - Miriam Gochin
- Department of Basic Sciences, Touro University-California, Vallejo, CA 94592, United States; Department of Pharmaceutical Chemistry, University of California San Francisco, CA 94143, United States.
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Grecu D, Irudayaraj VPR, Martinez-Sanz J, Mallet JM, Assairi L. A chirality change in XPC- and Sfi1-derived peptides affects their affinity for centrin. Peptides 2016; 78:77-86. [PMID: 26923803 DOI: 10.1016/j.peptides.2016.02.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2015] [Revised: 02/18/2016] [Accepted: 02/19/2016] [Indexed: 12/30/2022]
Abstract
The Ca(2+)-binding protein centrin binds to a hydrophobic motif (W(1)xxL(4)xxxL(8)) included in the sequence of several cellular targets: XPC (xeroderma pigmentosum group C protein), Sfi1 (suppressor of fermentation-induced loss of stress resistance protein1), and Sac3 [the central component of the transcription and mRNA export (TREX-2) complex]. However, centrin binding occurs in a reversed orientation (L(8)xxxL(4)xxW(1)) for Sfi1 and Sac3 compared with XPC. Because D-peptides have been investigated for future therapeutic use, we analyzed their centrin-binding properties. Their affinity for centrin was measured using isothermal titration calorimetry. The chirality change in the target-derived peptides affected their ability to bind centrin in a specific manner depending on the sequence orientation of the centrin-binding motif. In contrast to L-XPC-P10, D-XPC-P10 bound C-HsCen1 in a Ca(2+)-dependent manner and to a lesser extent. D-XPC-P10 exhibited a reduced affinity for C-HsCen1 (Ka=0.064 × 10(6) M(-1)) by a factor of 2000 compared with L-XPC-P10 (Ka=132 × 10(6) M(-1)). D-peptides have a lower affinity than L-peptides for centrin, and the strength of this affinity depends on the sequence orientation of the target-derived peptides. The residual affinity observed for D-XPC suggests that the use of d-peptides represents a promising strategy for inhibiting centrin binding to its targets.
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Affiliation(s)
- Dora Grecu
- Institut Curie-Centre de Recherche, F-91405 Orsay Cédex, France; Institut National de la Santé et de la Recherche Médicale (INSERM) U759, F-91405 Orsay Cédex, France
| | - Victor Paul Raj Irudayaraj
- Institut Curie-Centre de Recherche, F-91405 Orsay Cédex, France; Institut National de la Santé et de la Recherche Médicale (INSERM) U759, F-91405 Orsay Cédex, France; UMR CNRS 7203, Paris Cédex 05, France; ENS Ecole Normale Supérieure de Paris, Paris Cédex 05, France; Université Paris 6, Paris Cédex 05, France
| | - Juan Martinez-Sanz
- Institut Curie-Centre de Recherche, F-91405 Orsay Cédex, France; Institut National de la Santé et de la Recherche Médicale (INSERM) U759, F-91405 Orsay Cédex, France; UMR9187-U1196, F-91405 Orsay Cédex, France
| | - Jean-Maurice Mallet
- UMR CNRS 7203, Paris Cédex 05, France; ENS Ecole Normale Supérieure de Paris, Paris Cédex 05, France; Université Paris 6, Paris Cédex 05, France
| | - Liliane Assairi
- Institut Curie-Centre de Recherche, F-91405 Orsay Cédex, France; Institut National de la Santé et de la Recherche Médicale (INSERM) U759, F-91405 Orsay Cédex, France.
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Walsh JD, Chu S, Zhang SQ, Gochin M. Design and characterization of swapped-domain constructs of HIV-1 glycoprotein-41 as receptors for drug discovery. Protein Eng Des Sel 2015; 28:107-16. [PMID: 25792539 PMCID: PMC4366113 DOI: 10.1093/protein/gzv006] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2014] [Revised: 01/08/2015] [Accepted: 01/28/2015] [Indexed: 11/14/2022] Open
Abstract
Four new swapped-domain constructs of the ectodomain of human immunodeficiency virus type 1 glycoprotein-41 (gp41) were prepared. The gp41 ectodomain consists of 50-residue N-heptad repeat (NHR), 36-residue disulfide-bonded loop and 39-residue C-heptad repeat (CHR). It folds into a hairpin structure that forms a trimer along the NHR axis. The swapped-domain proteins feature CHR domains of length 39, 28 or 21 residues preceding a 4-residue loop and a 49- or 50-residue NHR domain. The effect of CHR truncation was to expose increasing lengths of the NHR groove, including the conserved hydrophobic pocket, an important drug target. A novel method for preparing proteins with extended exposed hydrophobic surfaces was demonstrated. Biophysical measurements, including analytical ultracentrifugation and ligand-detected Water-Ligand Observed via Gradient Spectroscopy and (1)H-(15)N-HSQC NMR experiments, were used to confirm that the proteins formed stable trimers in solution with exposed binding surfaces. These proteins could play an important role as receptors in structure-based drug discovery.
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Affiliation(s)
- Joseph D Walsh
- Department of Basic Sciences, College of Osteopathic Medicine, Touro University California, 1310 Club Drive, Mare Island, Vallejo, CA 94592, USA Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94143, USA
| | - Shidong Chu
- Department of Basic Sciences, College of Osteopathic Medicine, Touro University California, 1310 Club Drive, Mare Island, Vallejo, CA 94592, USA
| | - Shao-Qing Zhang
- Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94143, USA Department of Chemistry, University of Pennsylvania, Philadelphia, PA 19014, USA
| | - Miriam Gochin
- Department of Basic Sciences, College of Osteopathic Medicine, Touro University California, 1310 Club Drive, Mare Island, Vallejo, CA 94592, USA Department of Pharmaceutical Chemistry, University of California, San Francisco, CA 94143, USA
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Single-chain protein mimetics of the N-terminal heptad-repeat region of gp41 with potential as anti-HIV-1 drugs. Proc Natl Acad Sci U S A 2014; 111:18207-12. [PMID: 25489108 DOI: 10.1073/pnas.1413592112] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
During HIV-1 fusion to the host cell membrane, the N-terminal heptad repeat (NHR) and the C-terminal heptad repeat (CHR) of the envelope subunit gp41 become transiently exposed and accessible to fusion inhibitors or Abs. In this process, the NHR region adopts a trimeric coiled-coil conformation that can be a target for therapeutic intervention. Here, we present an approach to rationally design single-chain protein constructs that mimic the NHR coiled-coil surface. The proteins were built by connecting with short loops two parallel NHR helices and an antiparallel one with the inverse sequence followed by engineering of stabilizing interactions. The constructs were expressed in Escherichia coli, purified with high yield, and folded as highly stable helical coiled coils. The crystal structure of one of the constructs confirmed the predicted fold and its ability to accurately mimic an exposed gp41 NHR surface. These single-chain proteins bound to synthetic CHR peptides with very high affinity, and furthermore, they showed broad inhibitory activity of HIV-1 fusion on various pseudoviruses and primary isolates.
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Ling Y, Xue H, Jiang X, Cai L, Liu K. Increase of anti-HIV activity of C-peptide fusion inhibitors using a bivalent drug design approach. Bioorg Med Chem Lett 2013; 23:4770-3. [DOI: 10.1016/j.bmcl.2013.07.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2013] [Revised: 07/04/2013] [Accepted: 07/09/2013] [Indexed: 10/26/2022]
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Wilfong EM, Du Y, Toone EJ. An enthalpic basis of additivity in biphenyl hydroxamic acid ligands for stromelysin-1. Bioorg Med Chem Lett 2012; 22:6521-4. [PMID: 22985855 PMCID: PMC3763901 DOI: 10.1016/j.bmcl.2012.05.032] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2011] [Revised: 04/29/2012] [Accepted: 05/08/2012] [Indexed: 12/01/2022]
Abstract
Fragment based drug discovery remains a successful tool for pharmaceutical lead discovery. Although based upon the principle of thermodynamic additivity, the underlying thermodynamic basis is poorly understood. A thermodynamic additivity analysis was performed using stromelysin-1 and a series of biphenyl hydroxamate ligands identified through fragment additivity. Our studies suggest that, in this instance, additivity arises from enthalpic effects, while interaction entropies are unfavorable; this thermodynamic behavior is masked by proton transfer. Evaluation of the changes in constant pressure heat capacities during binding suggest that solvent exclusion from the binding site does not account for the dramatic affinity enhancements observed.
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Affiliation(s)
- Erin M. Wilfong
- Department of Chemistry, Duke University, LSRC B120, Box 90317, Durham, NC 27708, USA
| | - Yu Du
- Department of Chemistry, Duke University, LSRC B120, Box 90317, Durham, NC 27708, USA
| | - Eric J. Toone
- Department of Chemistry, Duke University, LSRC B120, Box 90317, Durham, NC 27708, USA
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Gochin M. A suite of modular fluorescence assays interrogate the human immunodeficiency virus glycoprotein-41 coiled coil and assist in determining binding mechanism of low molecular weight fusion inhibitors. Assay Drug Dev Technol 2012; 10:407-16. [PMID: 22897493 DOI: 10.1089/adt.2012.464] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Several different segments of the gp41 N-heptad repeat coiled coil have been constructed using N-terminal bipyridyl modification of composite peptides and inducing trimerization by adding ferrous ions. These metallopeptides act as receptors in fluorescence-binding assays with corresponding fluorescently labeled C-peptide probes. The Fe(II) coordination complex quenches C-peptide fluorescence upon binding, and reversal of quenching by a small molecule inhibitor can be used to obtain the inhibitor-binding constant. A total of 10 peptide pairs targeting 25-46 residue segments of the coiled coil were constructed, with C-peptide probes of different lengths and binding affinities. The result is a suite of assays for exploring binding in the mM to nM range to any desired region of the coiled coil, including the hydrophobic pocket (HP), extended regions on either side of the pocket, or a region associated with T20 resistance mutations. These assays are high-throughput ready, and could be used to discover novel compounds binding along various regions of the gp41 coiled coil groove. They were used to evaluate a sub-μM low molecular weight fusion inhibitor, resulting in the finding that the molecule bound specifically to the HP and attained its potency from a low off-rate.
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Affiliation(s)
- Miriam Gochin
- Department of Basic Science, Touro University-California, Vallejo, California, USA
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Cai L, Gochin M, Liu K. Biochemistry and biophysics of HIV-1 gp41 - membrane interactions and implications for HIV-1 envelope protein mediated viral-cell fusion and fusion inhibitor design. Curr Top Med Chem 2012; 11:2959-84. [PMID: 22044229 DOI: 10.2174/156802611798808497] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2010] [Revised: 03/16/2011] [Accepted: 12/01/2011] [Indexed: 11/22/2022]
Abstract
Human immunodeficiency virus type 1 (HIV-1), the pathogen of acquired immunodeficiency syndrome (AIDS), causes ~2 millions death every year and still defies an effective vaccine. HIV-1 infects host cells through envelope protein - mediated virus-cell fusion. The transmembrane subunit of envelope protein, gp41, is the molecular machinery which facilitates fusion. Its ectodomain contains several distinguishing functional domains, fusion peptide (FP), Nterminal heptad repeat (NHR), C-terminal heptad repeat (CHR) and membrane proximal extracellular region (MPER). During the fusion process, FP inserts into the host cell membrane, and an extended gp41 prehairpin conformation bridges the viral and cell membranes through MPER and FP respectively. Subsequent conformational change of the unstable prehairpin results in a coiled-coil 6-helix bundle (6HB) structure formed between NHR and CHR. The energetics of 6HB formation drives membrane apposition and fusion. Drugs targeting gp41 functional domains to prevent 6HB formation inhibit HIV-1 infection. T20 (enfuvirtide, Fuzeon) was approved by the US FDA in 2003 as the first fusion inhibitor. It is a 36-residue peptide from the gp41 CHR, and it inhibits 6HB formation by targeting NHR and lipids. Development of new fusion inhibitors, especially small molecule drugs, is encouraged to overcome the shortcomings of T20 as a peptide drug. Hydrophobic characteristics and membrane association are critical for gp41 function and mechanism of action. Research in gp41-membrane interactions, using peptides corresponding to specific functional domains, or constructs including several interactive domains, are reviewed here to get a better understanding of gp41 mediated virus-cell fusion that can inform or guide the design of new HIV-1 fusion inhibitors.
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Affiliation(s)
- Lifeng Cai
- Beijing Institute of Pharmacology & Toxicology, Haidian District, Beijing 100850, China.
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Zhou G, Wu D, Hermel E, Balogh E, Gochin M. Design, synthesis, and evaluation of indole compounds as novel inhibitors targeting Gp41. Bioorg Med Chem Lett 2010; 20:1500-3. [PMID: 20153190 PMCID: PMC2833348 DOI: 10.1016/j.bmcl.2010.01.111] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2009] [Revised: 01/15/2010] [Accepted: 01/20/2010] [Indexed: 11/18/2022]
Abstract
A series of indole ring containing compounds were designed based on the structure of the gp41 complex in the region of the hydrophobic pocket. These compounds were synthesized using a Suzuki Coupling reaction, and evaluated using a fluorescence binding assay and cell-cell fusion assay. The observed inhibition constant of compound 7 was 2.1microM, and the IC(50) for cell-cell fusion inhibition was 1.1microM. Assay data indicated that 7 is a promising lead compound for optimization into an effective low molecular weight fusion inhibitor.
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Affiliation(s)
- Guangyan Zhou
- Department of Basic Science, Touro University-California, Vallejo, CA 94592
| | - Dong Wu
- Department of Basic Science, Touro University-California, Vallejo, CA 94592
| | - Evan Hermel
- Department of Basic Science, Touro University-California, Vallejo, CA 94592
| | - Edina Balogh
- Department of Basic Science, Touro University-California, Vallejo, CA 94592
| | - Miriam Gochin
- Department of Basic Science, Touro University-California, Vallejo, CA 94592
- Department of Pharmaceutical Chemistry, University of California San Francisco, CA 94143
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13
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Gochin M, Cai L. The role of amphiphilicity and negative charge in glycoprotein 41 interactions in the hydrophobic pocket. J Med Chem 2009; 52:4338-44. [PMID: 19534533 DOI: 10.1021/jm900190q] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The hydrophobic pocket within the coiled coil domain of HIV-1 gp41 is considered to be a hot-spot suitable for small molecule intervention of fusion, although so far it has yielded only microM inhibitors. Previous peptide studies have identified specific hydrophobic interactions and a Lys-Asp salt bridge as contributing to binding affinity in the pocket. Negative charge appears to be critical for activity of small molecules. We have examined the role of charge and amphiphilic character in the interaction by studying a series of short pocket binding peptides differing in charge, helical content, and in the presence or absence of the Lys-Asp salt bridge, and a series of fatty acid salts with varying charge and hydrocarbon length. Quantitative binding analysis revealed that long-range electrostatic forces and a greasy nonspecific hydrophobic interaction were sufficient for microM potency. The results suggest that an extended interaction site may be necessary for higher potency. We examined a region of the coiled coil immediately C-terminal to the pocket and found that specific salt bridge and hydrogen bond networks may reside in this region. Negatively charged groups extended toward or beyond the C-terminus of the pocket could therefore result in improved low molecular weight fusion inhibitors.
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Affiliation(s)
- Miriam Gochin
- Department of Basic Sciences, Touro University-California, Vallejo, California 94592, USA.
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14
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Edwards AA, Mason JM, Clinch K, Tyler PC, Evans GB, Schramm VL. Altered enthalpy-entropy compensation in picomolar transition state analogues of human purine nucleoside phosphorylase. Biochemistry 2009; 48:5226-38. [PMID: 19425594 DOI: 10.1021/bi9005896] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Human purine nucleoside phosphorylase (PNP) belongs to the trimeric class of PNPs and is essential for catabolism of deoxyguanosine. Genetic deficiency of PNP in humans causes a specific T-cell immune deficiency, and transition state analogue inhibitors of PNP are in development for treatment of T-cell cancers and autoimmune disorders. Four generations of Immucillins have been developed, each of which contains inhibitors binding with picomolar affinity to human PNP. Full inhibition of PNP occurs upon binding to the first of three subunits, and binding to subsequent sites occurs with negative cooperativity. In contrast, substrate analogue and product bind without cooperativity. Titrations of human PNP using isothermal calorimetry indicate that binding of a structurally rigid first-generation Immucillin (K(d) = 56 pM) is driven by large negative enthalpy values (DeltaH = -21.2 kcal/mol) with a substantial entropic (-TDeltaS) penalty. The tightest-binding inhibitors (K(d) = 5-9 pM) have increased conformational flexibility. Despite their conformational freedom in solution, flexible inhibitors bind with high affinity because of reduced entropic penalties. Entropic penalties are proposed to arise from conformational freezing of the PNP.inhibitor complex with the entropy term dominated by protein dynamics. The conformationally flexible Immucillins reduce the system entropic penalty. Disrupting the ribosyl 5'-hydroxyl interaction of transition state analogues with PNP causes favorable entropy of binding. Tight binding of the 17 Immucillins is characterized by large enthalpic contributions, emphasizing their similarity to the transition state. Via introduction of flexibility into the inhibitor structure, the enthalpy-entropy compensation pattern is altered to permit tighter binding.
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Affiliation(s)
- Achelle A Edwards
- Department of Biochemistry, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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15
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Hou Y, Gochin M. Artificial Ion Channel Biosensor in Human Immunodeficiency Virus gp41 Drug Sensing. Anal Chem 2008; 80:5924-9. [DOI: 10.1021/ac800511n] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Yanxia Hou
- Department of Basic Sciences, Touro University-California, Vallejo, California 94592, and Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California 94143
| | - Miriam Gochin
- Department of Basic Sciences, Touro University-California, Vallejo, California 94592, and Department of Pharmaceutical Chemistry, University of California San Francisco, San Francisco, California 94143
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16
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Wu L, Cooks RG. Chiral and isomeric analysis by electrospray ionization and sonic spray ionization using the fixed-ligand kinetic method. EUROPEAN JOURNAL OF MASS SPECTROMETRY (CHICHESTER, ENGLAND) 2005; 11:231-42. [PMID: 16046808 DOI: 10.1255/ejms.749] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The fixed-ligand version of the kinetic method has been used for chiral and for isomeric analysis by studying the dissociation kinetics of transition metal-bound trimeric cluster ions ([(M(II) + L(fixed)-H)(ref*)(An)](+), where M(II) is a transition metal, L fixed is a fixed (non-dissociating) ligand, ref* is a reference ligand and An is the analyte. The trimeric cluster ions are readily generated by electrospray ionization (ESI) or sonic spray ionization (SSI). The size of the fixed ligand, L- Phe-Gly-L-P he-Gly, is chosen based on previous results but with the inclusion of aromatic functionality to increase chiral recognition. Improved chiral/isomeric differentiation results from enhanced chiral/isomeric interactions (metal-ligand and ligand-ligand) due to the fixed ligand. As shown in the cases of chiral dipeptides (D-Ala-D-Ala/L-Ala-L-Ala), sugars (D/L-glucose, D/L-mannose) and isomeric tetrapeptides (L-Ala-Gly-Gly-Gly/Gly-Gly -Gly-L-Ala), improved chiral/isomeric discrimination by factors from three to six were obtained by the fixed ligand procedure. Chiral recognition is independent of the concentrations of the analyte, the reference ligand, the fixed ligand and the transition metal salt, a great advantage for practical applications. In addition to increased chiral distinction, the simplified dissociation kinetics also contribute to improved accuracy in chiral quantification, in comparison with data obtained by investigating the dissociation kinetics of simple trimeric cluster ions [M(II)(ref*)2(An) H](+). Accurate determination of enantiomeric excess (ee) is demonstrated by enantiomeric quantification of D-Ala-D-Ala/L-Ala-L-Ala down to 2% ee. Both ESI and SSI allow chiral quantification with similar accuracies. The performance of chiral analysis experiments is not limited to ion trapping devices such as quadrupole ion trap mass spectrometers by a hybrid quadrupole-time of flight (Q-ToF) mass spectrometer is shown to provide an alternative choice. The fixed-ligand kinetic method is not restricted to any particular kinds of isomers and, hence, represents a general procedure for improving molecular recognition and chiral analysis in the gas phase.
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Affiliation(s)
- Lianming Wu
- Department of Chemistry, Purdue University, West Lafayette, IN 47907, USA
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17
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Katragadda M, Morikis D, Lambris JD. Thermodynamic studies on the interaction of the third complement component and its inhibitor, compstatin. J Biol Chem 2004; 279:54987-95. [PMID: 15489226 DOI: 10.1074/jbc.m409963200] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Compstatin is a 13-residue cyclic peptide that inhibits complement activation by binding to complement component, C3. Although the activity of compstatin has been improved severalfold using combinatorial and rational design approaches, the molecular basis for its interaction with C3 is not yet fully understood. In the present study, isothermal titration calorimetry was employed to dissect the molecular forces that govern the interaction of compstatin with C3 using four different compstatin analogs. Our studies indicate that the C3-compstatin interaction is an enthalpy-driven process. Substitution of the valine and histidine residues at positions 4 and 9 with tryptophan and alanine, respectively, resulted in the increase of enthalpy of the interaction, thereby increasing the binding affinity for C3. The data also suggest that the interaction is mediated by water molecules. These interfacial water molecules could be the source for unfavorable entropy and large negative heat capacity changes observed in the interaction. Although part of the negative heat capacity changes could be accounted for by the water molecules, the rest might be resulting from the conformational changes in C3 and/or compstatin up on binding. Finally, we propose based on the pK(a) values determined from the protonation studies that histidine on compstatin participates in protonation changes and contributes to the specificity of the interaction between compstatin and C3. These protonation changes vary significantly between the binding of different compstatin analogs to C3.
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Affiliation(s)
- Madan Katragadda
- Department of Pathology and Laboratory Medicine, Stellar Chance Laboratories, University of Pennsylvania School of Medicine, Philadelphia, PA 19104, USA
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18
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Heil ML, Decker JM, Sfakianos JN, Shaw GM, Hunter E, Derdeyn CA. Determinants of human immunodeficiency virus type 1 baseline susceptibility to the fusion inhibitors enfuvirtide and T-649 reside outside the peptide interaction site. J Virol 2004; 78:7582-9. [PMID: 15220433 PMCID: PMC434069 DOI: 10.1128/jvi.78.14.7582-7589.2004] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The peptide fusion inhibitor (PFI) enfuvirtide is the first of a new class of entry inhibitors to receive FDA approval. We previously determined the susceptibility of 55 PFI-naïve-patient isolates to enfuvirtide and a second peptide inhibitor, T-649. Seven of the 55 viral isolates were insusceptible to enfuvirtide, T-649, or both inhibitors in the absence of prior exposure. To determine the molecular basis of the insusceptible phenotypes, we PCR amplified and cloned five PFI-insusceptible and one PFI-susceptible, full-length, biologically functional env genes and characterized viruses pseudotyped with the Env proteins in a single-round drug sensitivity assay. Overall, the mean 50% inhibitory concentrations of enfuvirtide and T-649 for the PFI-insusceptible Env pseudotypes were 1.4 to 1.7 log(10) and 1.2 to 1.8 log(10) greater, respectively, than those for a PFI-susceptible lab strain, NLHX; however, all of the PFI-insusceptible Env proteins conserved the sequence of a critical enfuvirtide interaction site (residues 36 to 38 of gp41, GIV) in HR-1. In contrast, multiple amino acid changes were observed C-terminal to HR-1, many of which were located in regions of HR-2 corresponding to the PFI. Nevertheless, peptides based on patient-derived HR-2 sequences were not more potent inhibitors than enfuvirtide or T-649, arguing that the basis of PFI susceptibility is not a higher-affinity, competitive HR-1/HR-2 interaction. These results demonstrate that regions of Env outside the enfuvirtide interaction site can significantly impact the PFI susceptibility of patient-derived Env, even prior to drug exposure. We hypothesize that both gp120 gene- and gp41 gene-encoded determinants that minimize the window of opportunity for PFI to bind provide a growth advantage and possibly a predisposition to resistance to this new class of drugs in vivo.
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Affiliation(s)
- Marintha L Heil
- Department of Microbiology, The University of Alabama at Birmingham, Birmingham, AL 35294-2170, USA
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19
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Clare * DF, Clary † DC. Computational studies of protein–peptide interactions with systematic mutation of residues. Mol Phys 2004. [DOI: 10.1080/00268970410001704407] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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20
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Lah J, Marianovsky I, Glaser G, Engelberg-Kulka H, Kinne J, Wyns L, Loris R. Recognition of the intrinsically flexible addiction antidote MazE by a dromedary single domain antibody fragment. Structure, thermodynamics of binding, stability, and influence on interactions with DNA. J Biol Chem 2003; 278:14101-11. [PMID: 12533537 DOI: 10.1074/jbc.m209855200] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The Escherichia coli mazEF operon defines a chromosomal addiction module that programs cell death under various stress conditions. It encodes the toxic and long-lived MazF and the labile antidote MazE. The denaturation of MazE is a two-state reversible dimer-monomer transition. At lower concentrations the denatured state is significantly populated. This leads to a new aspect of the regulation of MazE concentration, which may decide about the life and death of the cell. Interactions of MazE with a dromedary antibody domain, cAbMaz1 (previously used as a crystallization aid), as well as with promoter DNA were studied using microcalorimetric and spectroscopic techniques. Unique features of cAbMaz1 enable a specific enthalpy-driven recognition of MazE and, thus, a significant stabilization of its dimeric native conformation. The MazE dimer and the MazE dimer-cAbMaz1 complex show very similar binding characteristics with promoter DNA, i.e. three binding sites with apparent affinities in micromolar range and highly exothermic binding accompanied by large negative entropy contributions. A working model for the MazE-DNA assembly is proposed on the basis of the structural and binding data. Both binding and stability studies lead to a picture of MazE solution structure that is significantly more unfolded than the structure observed in a crystal of the MazE-cAbMaz1 complex.
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Affiliation(s)
- Jurij Lah
- Department of Ultrastructure, Vrije Universiteit Brussel, Paardenstraat 65, B-1640 St. Genesius Rode, Belgium.
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21
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Sia SK, Carr PA, Cochran AG, Malashkevich VN, Kim PS. Short constrained peptides that inhibit HIV-1 entry. Proc Natl Acad Sci U S A 2002; 99:14664-9. [PMID: 12417739 PMCID: PMC137476 DOI: 10.1073/pnas.232566599] [Citation(s) in RCA: 164] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Peptides corresponding to the C-terminal heptad repeat of HIV-1 gp41 (C-peptides) are potent inhibitors of HIV-1 entry into cells. Their mechanism of inhibition involves binding in a helical conformation to the central coiled coil of HIV-1 gp41 in a dominant-negative manner. Short C-peptides, however, have low binding affinity for gp41 and poor inhibitory activity, which creates an obstacle to the development of small drug-like C-peptides. To improve the inhibitory potency of short C-peptides that target the hydrophobic pocket region of gp41, we use two strategies to stabilize the C-peptide helix: chemical crosslinking and substitution with unnatural helix-favoring amino acids. In this study, the short linear peptide shows no significant inhibitory activity, but a constrained peptide (C14linkmid) inhibits cell-cell fusion at micromolar potency. Structural studies confirm that the constrained peptides bind to the gp41 hydrophobic pocket. Calorimetry reveals that, of the peptides analyzed, the most potent are those that best balance the changes in binding enthalpy and entropy, and surprisingly not those with the highest helical propensity as measured by circular dichroism spectroscopy. Our study reveals the thermodynamic basis of inhibition of an HIV C-peptide, demonstrates the utility of constraining methods for a short antiviral peptide inhibitor, and has implications for the future design of constrained peptides.
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Affiliation(s)
- Samuel K Sia
- Howard Hughes Medical Institute, Whitehead Institute for Biomedical Research, Department of Biology, Massachusetts Institute of Technology, Cambridge 02142, USA.
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22
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Lebowitz J, Lewis MS, Schuck P. Modern analytical ultracentrifugation in protein science: a tutorial review. Protein Sci 2002; 11:2067-79. [PMID: 12192063 PMCID: PMC2373601 DOI: 10.1110/ps.0207702] [Citation(s) in RCA: 540] [Impact Index Per Article: 24.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
Analytical ultracentrifugation (AU) is reemerging as a versatile tool for the study of proteins. Monitoring the sedimentation of macromolecules in the centrifugal field allows their hydrodynamic and thermodynamic characterization in solution, without interaction with any matrix or surface. The combination of new instrumentation and powerful computational software for data analysis has led to major advances in the characterization of proteins and protein complexes. The pace of new advancements makes it difficult for protein scientists to gain sufficient expertise to apply modern AU to their research problems. To address this problem, this review builds from the basic concepts to advanced approaches for the characterization of protein systems, and key computational and internet resources are provided. We will first explore the characterization of proteins by sedimentation velocity (SV). Determination of sedimentation coefficients allows for the modeling of the hydrodynamic shape of proteins and protein complexes. The computational treatment of SV data to resolve sedimenting components has been achieved. Hence, SV can be very useful in the identification of the oligomeric state and the stoichiometry of heterogeneous interactions. The second major part of the review covers sedimentation equilibrium (SE) of proteins, including membrane proteins and glycoproteins. This is the method of choice for molar mass determinations and the study of self-association and heterogeneous interactions, such as protein-protein, protein-nucleic acid, and protein-small molecule binding.
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Affiliation(s)
- Jacob Lebowitz
- Molecular Interactions Resource, Division of Bioengineering and Physical Science, ORS, OD, National Institutes of Health, Bethesda, Maryland 20892, USA.
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23
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Schuck P, Perugini MA, Gonzales NR, Howlett GJ, Schubert D. Size-distribution analysis of proteins by analytical ultracentrifugation: strategies and application to model systems. Biophys J 2002; 82:1096-111. [PMID: 11806949 PMCID: PMC1301916 DOI: 10.1016/s0006-3495(02)75469-6] [Citation(s) in RCA: 575] [Impact Index Per Article: 26.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Strategies for the deconvolution of diffusion in the determination of size-distributions from sedimentation velocity experiments were examined and developed. On the basis of four different model systems, we studied the differential apparent sedimentation coefficient distributions by the time-derivative method, g(s*), and by least-squares direct boundary modeling, ls-g*(s), the integral sedimentation coefficient distribution by the van Holde-Weischet method, G(s), and the previously introduced differential distribution of Lamm equation solutions, c(s). It is shown that the least-squares approach ls-g*(s) can be extrapolated to infinite time by considering area divisions analogous to boundary divisions in the van Holde-Weischet method, thus allowing the transformation of interference optical data into an integral sedimentation coefficient distribution G(s). However, despite the model-free approach of G(s), for the systems considered, the direct boundary modeling with a distribution of Lamm equation solutions c(s) exhibited the highest resolution and sensitivity. The c(s) approach requires an estimate for the size-dependent diffusion coefficients D(s), which is usually incorporated in the form of a weight-average frictional ratio of all species, or in the form of prior knowledge of the molar mass of the main species. We studied the influence of the weight-average frictional ratio on the quality of the fit, and found that it is well-determined by the data. As a direct boundary model, the calculated c(s) distribution can be combined with a nonlinear regression to optimize distribution parameters, such as the exact meniscus position, and the weight-average frictional ratio. Although c(s) is computationally the most complex, it has the potential for the highest resolution and sensitivity of the methods described.
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Affiliation(s)
- Peter Schuck
- Division of Bioengineering and Physical Science, Office of Research Services, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, Maryland, 20892, USA.
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Eckert DM, Kim PS. Design of potent inhibitors of HIV-1 entry from the gp41 N-peptide region. Proc Natl Acad Sci U S A 2001; 98:11187-92. [PMID: 11572974 PMCID: PMC58705 DOI: 10.1073/pnas.201392898] [Citation(s) in RCA: 213] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The HIV-1 gp41 envelope glycoprotein promotes fusion of the virus and cell membranes through the formation of a trimer-of-hairpins structure, in which the amino- and carboxyl-terminal regions of the gp41 ectodomain are brought together. Synthetic peptides derived from these two regions (called N and C peptides, respectively) inhibit HIV-1 entry. In contrast to C peptides, which inhibit in the nanomolar range, N peptides are weak inhibitors with IC(50) values in the micromolar range. To test the hypothesis that the weak inhibition of N peptides results from their tendency to aggregate, we have constructed chimeric variants of the N-peptide region of gp41 in which soluble trimeric coiled coils are fused to portions of the gp41 N peptide. These molecules, which present the N peptide in a trimeric coiled-coil conformation, are remarkably more potent inhibitors than the N peptides themselves and likely target the carboxyl-terminal region of the gp41 ectodomain. The best inhibitors described here inhibit HIV-1 entry at nanomolar concentrations.
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Affiliation(s)
- D M Eckert
- Howard Hughes Medical Institute, Whitehead Institute for Biomedical Research, Department of Biology, Massachusetts Institute of Technology, Nine Cambridge Center, Cambridge, MA 02142, USA
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