1
|
Wang T, Zhang X, Zhang O, Chen G, Pan P, Wang E, Wang J, Wu J, Zhou D, Wang L, Jin R, Chen S, Shen C, Kang Y, Hsieh CY, Hou T. Highly Accurate and Efficient Deep Learning Paradigm for Full-Atom Protein Loop Modeling with KarmaLoop. RESEARCH (WASHINGTON, D.C.) 2024; 7:0408. [PMID: 39055686 PMCID: PMC11268956 DOI: 10.34133/research.0408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 05/22/2024] [Indexed: 07/27/2024]
Abstract
Protein loop modeling is a challenging yet highly nontrivial task in protein structure prediction. Despite recent progress, existing methods including knowledge-based, ab initio, hybrid, and deep learning (DL) methods fall substantially short of either atomic accuracy or computational efficiency. To overcome these limitations, we present KarmaLoop, a novel paradigm that distinguishes itself as the first DL method centered on full-atom (encompassing both backbone and side-chain heavy atoms) protein loop modeling. Our results demonstrate that KarmaLoop considerably outperforms conventional and DL-based methods of loop modeling in terms of both accuracy and efficiency, with the average RMSDs of 1.77 and 1.95 Å for the CASP13+14 and CASP15 benchmark datasets, respectively, and manifests at least 2 orders of magnitude speedup in general compared with other methods. Consequently, our comprehensive evaluations indicate that KarmaLoop provides a state-of-the-art DL solution for protein loop modeling, with the potential to hasten the advancement of protein engineering, antibody-antigen recognition, and drug design.
Collapse
Affiliation(s)
- Tianyue Wang
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Xujun Zhang
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Odin Zhang
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | | | - Peichen Pan
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Ercheng Wang
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- Zhejiang Laboratory, Hangzhou 311100, Zhejiang, China
| | - Jike Wang
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Jialu Wu
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Donghao Zhou
- Shenzhen Institute of Advanced Technology,
Chinese Academy of Sciences, Shenzhen 518055, Guangdong, China
| | - Langcheng Wang
- Department of Pathology,
New York University Medical Center, New York, NY 10016, USA
| | - Ruofan Jin
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
- College of Life Sciences,
Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Shicheng Chen
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Chao Shen
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Yu Kang
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Chang-Yu Hsieh
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| | - Tingjun Hou
- Innovation Institute for Artificial Intelligence in Medicine ofZhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China
| |
Collapse
|
2
|
Inan T, Flinko R, Lewis GK, MacKerell AD, Kurkcuoglu O. Identifying and Assessing Putative Allosteric Sites and Modulators for CXCR4 Predicted through Network Modeling and Site Identification by Ligand Competitive Saturation. J Phys Chem B 2024; 128:5157-5174. [PMID: 38647430 PMCID: PMC11139592 DOI: 10.1021/acs.jpcb.4c00925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 04/04/2024] [Accepted: 04/08/2024] [Indexed: 04/25/2024]
Abstract
The chemokine receptor CXCR4 is a critical target for the treatment of several cancer types and HIV-1 infections. While orthosteric and allosteric modulators have been developed targeting its extracellular or transmembrane regions, the intramembrane region of CXCR4 may also include allosteric binding sites suitable for the development of allosteric drugs. To investigate this, we apply the Gaussian Network Model (GNM) to the monomeric and dimeric forms of CXCR4 to identify residues essential for its local and global motions located in the hinge regions of the protein. Residue interaction network (RIN) analysis suggests hub residues that participate in allosteric communication throughout the receptor. Mutual residues from the network models reside in regions with a high capacity to alter receptor dynamics upon ligand binding. We then investigate the druggability of these potential allosteric regions using the site identification by ligand competitive saturation (SILCS) approach, revealing two putative allosteric sites on the monomer and three on the homodimer. Two screening campaigns with Glide and SILCS-Monte Carlo docking using FDA-approved drugs suggest 20 putative hit compounds including antifungal drugs, anticancer agents, HIV protease inhibitors, and antimalarial drugs. In vitro assays considering mAB 12G5 and CXCL12 demonstrate both positive and negative allosteric activities of these compounds, supporting our computational approach. However, in vivo functional assays based on the recruitment of β-arrestin to CXCR4 do not show significant agonism and antagonism at a single compound concentration. The present computational pipeline brings a new perspective to computer-aided drug design by combining conformational dynamics based on network analysis and cosolvent analysis based on the SILCS technology to identify putative allosteric binding sites using CXCR4 as a showcase.
Collapse
Affiliation(s)
- Tugce Inan
- Department
of Chemical Engineering, Istanbul Technical
University, Istanbul 34469, Turkey
| | - Robin Flinko
- Institute
of Human Virology, University of Maryland
School of Medicine, Baltimore, Maryland 21201, United States
| | - George K. Lewis
- Institute
of Human Virology, University of Maryland
School of Medicine, Baltimore, Maryland 21201, United States
| | - Alexander D. MacKerell
- University
of Maryland Computer-Aided Drug Design Center, Department of Pharmaceutical
Sciences, School of Pharmacy, University
of Maryland, Baltimore, Maryland 21201, United States
| | - Ozge Kurkcuoglu
- Department
of Chemical Engineering, Istanbul Technical
University, Istanbul 34469, Turkey
| |
Collapse
|
3
|
Li K, Chen H, Li J, Feng Y, Liang S, Rashid A, Liu M, Li S, Chu Q, Ruan Y, Xing H, Lan G, Qiao W, Shao Y. Distinct genetic clusters in HIV-1 CRF01_AE-infected patients induced variable degrees of CD4 + T-cell loss. mBio 2024; 15:e0334923. [PMID: 38385695 PMCID: PMC10936439 DOI: 10.1128/mbio.03349-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 01/02/2024] [Indexed: 02/23/2024] Open
Abstract
CRF01_AE strains have been shown to form multiple transmission clusters in China, and some clusters have disparate pathogenicity in Chinese men who have sex with men. This study focused on other CRF01_AE clusters prevalent in heterosexual populations. The CD4+ T-cell counts from both cross-section data in National HIV Molecular Epidemiology Survey and seropositive cohort data were used to evaluate the pathogenicity of the CRF01_AE clusters and other HIV-1 sub-types. Their mechanisms of pathogenicity were evaluated by co-receptor tropisms, predicted by genotyping and confirmed with virus isolate phenotyping, as well as inflammation parameters. Our research elucidated that individuals infected with CRF01_AE clusters 1 and 2 exhibited significantly lower baseline CD4+ T-cell counts and greater CD4+ T-cell loss in cohort follow-up, compared with other HIV-1 sub-types and CRF01_AE clusters. The increased pathogenesis of cluster 1 or 2 was associated with higher CXCR4 tropisms, higher inflammation/immune activation, and increased pyroptosis. The protein structure modeling analysis revealed that the envelope V3 loop of clusters 1 and 2 viruses is favorable for CXCR4 co-receptor usage. Imbedded with the most mutating reverse transcriptase, HIV-1 is one of the most variable viruses. CRF01_AE clusters 1 and 2 have been found to have evolved into more virulent strains in regions with predominant heterosexual infections. The virulent strains increased the pressure for early diagnosis and treatment in HIV patients. To save more lives, HIV-1 surveillance systems should be upgraded from serology and genotyping to phenotyping, which could support precision interventions for those infected by virulent viruses. IMPORTANCE Retroviruses swiftly adapt, employing error-prone enzymes for genetic and phenotypic evolution, optimizing survival strategies, and enhancing virulence levels. HIV-1 CRF01_AE has persistently undergone adaptive selection, and cluster 1 and 2 infections display lower counts and fast loss of CD4+ T cells than other HIV-1 sub-types and CRF01_AE clusters. Its mechanisms are associated with increased CXCR4 tropism due to an envelope structure change favoring a tropism shift from CCR5 to CXCR4, thereby shaping viral phenotype features and impacting pathogenicity. This underscores the significance of consistently monitoring HIV-1 genetic evolution and phenotypic transfer to see whether selection bias across risk groups alters the delicate balance of transmissible versus toxic trade-offs, since virulent strains such as CRF01_AE clusters 1 and 2 could seriously compromise the efficacy of antiviral treatment. Only through such early warning and diagnostic services can precise antiviral treatments be administered to those infected with more virulent HIV-1 strains.
Collapse
Affiliation(s)
- Kang Li
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Huanhuan Chen
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Jianjun Li
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Yi Feng
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Shujia Liang
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Abdur Rashid
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Medicine, Nankai University, Tianjin, China
| | - Meiliang Liu
- School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Sisi Li
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Qingfei Chu
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Medicine, Zhejiang University, Hangzhou, China
| | - Yuhua Ruan
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Hui Xing
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Guanghua Lan
- Guangxi Key Laboratory of Major Infectious Disease Prevention Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, China
| | - Wentao Qiao
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
| | - Yiming Shao
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, China
- National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- School of Medicine, Zhejiang University, Hangzhou, China
- Changping Laboratory, Beijing, China
| |
Collapse
|
4
|
Prokopovich AK, Litvinova IS, Zubkova AE, Yudkin DV. CXCR4 Is a Potential Target for Anti-HIV Gene Therapy. Int J Mol Sci 2024; 25:1187. [PMID: 38256260 PMCID: PMC10816112 DOI: 10.3390/ijms25021187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 01/10/2024] [Accepted: 01/16/2024] [Indexed: 01/24/2024] Open
Abstract
The human immunodeficiency virus (HIV) epidemic is a global issue. The estimated number of people with HIV is 39,000,000 to date. Antiviral therapy is the primary approach to treat the infection. However, it does not allow for a complete elimination of the pathogen. The advances in modern gene therapy methods open up new possibilities of effective therapy. One of these areas of possibility is the development of technologies to prevent virus penetration into the cell. Currently, a number of technologies aimed at either the prevention of virus binding to the CCR5 coreceptor or its knockout are undergoing various stages of clinical trials. Since HIV can also utilize the CXCR4 coreceptor, technologies to modify this receptor are also required. Standard knockout of CXCR4 is impossible due to its physiological significance. This review presents an analysis of interactions between individual amino acids in CXCR4 and physiological ligands and HIV gp120. It also discusses potential targets for gene therapy approaches aimed at modifying the coreceptor.
Collapse
Affiliation(s)
- Appolinaria K. Prokopovich
- State Research Center of Virology and Biotechnology “Vector”, Federal Service for Surveillance on Consumer Rights Protection and Human Well-Being (FBRI SRC VB “Vector”, Rospotrebnadzor), 630559 Koltsovo, Russia; (A.K.P.); (I.S.L.); (A.E.Z.)
| | - Irina S. Litvinova
- State Research Center of Virology and Biotechnology “Vector”, Federal Service for Surveillance on Consumer Rights Protection and Human Well-Being (FBRI SRC VB “Vector”, Rospotrebnadzor), 630559 Koltsovo, Russia; (A.K.P.); (I.S.L.); (A.E.Z.)
| | - Alexandra E. Zubkova
- State Research Center of Virology and Biotechnology “Vector”, Federal Service for Surveillance on Consumer Rights Protection and Human Well-Being (FBRI SRC VB “Vector”, Rospotrebnadzor), 630559 Koltsovo, Russia; (A.K.P.); (I.S.L.); (A.E.Z.)
- Department of Natural Sciences, Novosibirsk State University, Pirogova 2, 630090 Novosibirsk, Russia
| | - Dmitry V. Yudkin
- State Research Center of Virology and Biotechnology “Vector”, Federal Service for Surveillance on Consumer Rights Protection and Human Well-Being (FBRI SRC VB “Vector”, Rospotrebnadzor), 630559 Koltsovo, Russia; (A.K.P.); (I.S.L.); (A.E.Z.)
| |
Collapse
|
5
|
Prado NDR, Brilhante-Da-Silva N, Sousa RMO, Morais MSDS, Roberto SA, Luiz MB, Assis LCD, Marinho ACM, Araujo LFLD, Pontes RDS, Stabeli RG, Fernandes CFC, Pereira SDS. Single-domain antibodies applied as antiviral immunotherapeutics. J Virol Methods 2023; 320:114787. [PMID: 37516366 DOI: 10.1016/j.jviromet.2023.114787] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 07/31/2023]
Abstract
Viral infections have been the cause of high mortality rates throughout different periods in history. Over the last two decades, outbreaks caused by zoonotic diseases and transmitted by arboviruses have had a significant impact on human health. The emergence of viral infections in different parts of the world encourages the search for new inputs to fight pathologies of viral origin. Antibodies represent the predominant class of new drugs developed in recent years and approved for the treatment of various human diseases, including cancer, autoimmune and infectious diseases. A promising group of antibodies are single-domain antibodies derived from camelid heavy chain immunoglobulins, or VHHs, are biomolecules with nanometric dimensions and unique pharmaceutical and biophysical properties that can be used in the diagnosis and immunotherapy of viral infections. For viral neutralization to occur, VHHs can act in different stages of the viral cycle, including the actual inhibition of infection, to hindering viral replication or assembly. This review article addresses advances involving the use of VHHs in therapeutic propositions aimed to battle different viruses that affect human health.
Collapse
Affiliation(s)
- Nidiane Dantas Reis Prado
- Laboratório de Engenharia de Anticorpos, Fundação Oswaldo Cruz, FIOCRUZ, unidade Rondônia, Porto Velho, RO, Brazil
| | - Nairo Brilhante-Da-Silva
- Laboratório de Engenharia de Anticorpos, Fundação Oswaldo Cruz, FIOCRUZ, unidade Rondônia, Porto Velho, RO, Brazil; Programa de Pós-Graduação em Biologia Celular e Molecular, Instituto Oswaldo Cruz, IOC, Rio de Janeiro, RJ, Brazil
| | - Rosa Maria Oliveira Sousa
- Laboratório de Engenharia de Anticorpos, Fundação Oswaldo Cruz, FIOCRUZ, unidade Rondônia, Porto Velho, RO, Brazil
| | | | - Sibele Andrade Roberto
- Plataforma Bi-institucional de Medicina Translacional, Fundação Oswaldo Cruz-USP, Ribeirão Preto, SP, Brazil
| | - Marcos Barros Luiz
- Instituto Federal de Rondônia Campus Guajará-Mirim, IFRO, Guajará-Mirim, RO, Brazil
| | - Livia Coelho de Assis
- Programa de Pós-Graduação em Biologia Celular e Molecular, Instituto Oswaldo Cruz, IOC, Rio de Janeiro, RJ, Brazil; Laboratório Multiusuário de Pesquisa e Desenvolvimento, Fundação Oswaldo Cruz, Fiocruz unidade Ceará, Eusebio, CE, Brazil
| | - Anna Carolina M Marinho
- Laboratório Multiusuário de Pesquisa e Desenvolvimento, Fundação Oswaldo Cruz, Fiocruz unidade Ceará, Eusebio, CE, Brazil; Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | - Luiz Felipe Lemes de Araujo
- Plataforma Bi-institucional de Medicina Translacional, Fundação Oswaldo Cruz-USP, Ribeirão Preto, SP, Brazil; Programa de Pós-Graduação em Imunologia Básica e Aplicada, Universidade de São Paulo, USP, Ribeirão Preto, SP, Brazil
| | - Rafael de Souza Pontes
- Plataforma Bi-institucional de Medicina Translacional, Fundação Oswaldo Cruz-USP, Ribeirão Preto, SP, Brazil; Programa de Pós-Graduação em Imunologia Básica e Aplicada, Universidade de São Paulo, USP, Ribeirão Preto, SP, Brazil
| | - Rodrigo Guerino Stabeli
- Plataforma Bi-institucional de Medicina Translacional, Fundação Oswaldo Cruz-USP, Ribeirão Preto, SP, Brazil
| | - Carla Freire Celedonio Fernandes
- Programa de Pós-Graduação em Biologia Celular e Molecular, Instituto Oswaldo Cruz, IOC, Rio de Janeiro, RJ, Brazil; Laboratório Multiusuário de Pesquisa e Desenvolvimento, Fundação Oswaldo Cruz, Fiocruz unidade Ceará, Eusebio, CE, Brazil; Programa de Pós-Graduação em Ciências Farmacêuticas, Universidade Federal do Ceará, Fortaleza, CE, Brazil
| | - Soraya Dos Santos Pereira
- Laboratório de Engenharia de Anticorpos, Fundação Oswaldo Cruz, FIOCRUZ, unidade Rondônia, Porto Velho, RO, Brazil; Programa de Pós-Graduação em Biologia Celular e Molecular, Instituto Oswaldo Cruz, IOC, Rio de Janeiro, RJ, Brazil; Programa de Pós-graduação em Biologia Experimental, Universidade Federal de Rondônia, UNIR, Porto Velho, RO, Brazil.
| |
Collapse
|
6
|
Harms M, Smith N, Han M, Groß R, von Maltitz P, Stürzel C, Ruiz-Blanco YB, Almeida-Hernández Y, Rodriguez-Alfonso A, Cathelin D, Caspar B, Tahar B, Sayettat S, Bekaddour N, Vanshylla K, Kleipass F, Wiese S, Ständker L, Klein F, Lagane B, Boonen A, Schols D, Benichou S, Sanchez-Garcia E, Herbeuval JP, Münch J. Spermine and spermidine bind CXCR4 and inhibit CXCR4- but not CCR5-tropic HIV-1 infection. SCIENCE ADVANCES 2023; 9:eadf8251. [PMID: 37406129 DOI: 10.1126/sciadv.adf8251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2022] [Accepted: 06/01/2023] [Indexed: 07/07/2023]
Abstract
Semen is an important vector for sexual HIV-1 transmission. Although CXCR4-tropic (X4) HIV-1 may be present in semen, almost exclusively CCR5-tropic (R5) HIV-1 causes systemic infection after sexual intercourse. To identify factors that may limit sexual X4-HIV-1 transmission, we generated a seminal fluid-derived compound library and screened it for antiviral agents. We identified four adjacent fractions that blocked X4-HIV-1 but not R5-HIV-1 and found that they all contained spermine and spermidine, abundant polyamines in semen. We showed that spermine, which is present in semen at concentrations up to 14 mM, binds CXCR4 and selectively inhibits cell-free and cell-associated X4-HIV-1 infection of cell lines and primary target cells at micromolar concentrations. Our findings suggest that seminal spermine restricts sexual X4-HIV-1 transmission.
Collapse
Affiliation(s)
- Mirja Harms
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - Nikaïa Smith
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
- CNRS UMR-8601, Université Paris Cité, 75006 Paris, France
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, 75014 Paris, France
| | - Mingyu Han
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, 75014 Paris, France
| | - Rüdiger Groß
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - Pascal von Maltitz
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - Christina Stürzel
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| | - Yasser B Ruiz-Blanco
- Computational Biochemistry, Center of Medical Biotechnology, University of Duisburg-Essen, Universitätsstr. 2, 45141 Essen, Germany
| | - Yasser Almeida-Hernández
- Computational Bioengineering, Department of Biochemical and Chemical Engineering, Emil-Figge Str. 66., 44227 Dortmund, Germany
| | - Armando Rodriguez-Alfonso
- Core Facility Functional Peptidomics, Ulm University Medical Center, 89081 Ulm, Germany
- Core Unit Mass Spectrometry and Proteomics, Ulm University, 89081 Ulm, Germany
| | - Dominique Cathelin
- CNRS UMR-8601, Université Paris Cité, 75006 Paris, France
- Chemistry and Biology, Modeling and Immunology for Therapy (CBMIT), Paris, France
| | - Birgit Caspar
- CNRS UMR-8601, Université Paris Cité, 75006 Paris, France
- Chemistry and Biology, Modeling and Immunology for Therapy (CBMIT), Paris, France
| | - Bouceba Tahar
- Sorbonne University, CNRS, Institut de Biologie Paris-Seine (IBPS), Protein Engineering Platform, Molecular Interaction Service, F-75252 Paris, France
| | - Sophie Sayettat
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, 75014 Paris, France
| | - Nassima Bekaddour
- CNRS UMR-8601, Université Paris Cité, 75006 Paris, France
- Chemistry and Biology, Modeling and Immunology for Therapy (CBMIT), Paris, France
| | - Kanika Vanshylla
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Franziska Kleipass
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
| | - Sebastian Wiese
- Core Unit Mass Spectrometry and Proteomics, Ulm University, 89081 Ulm, Germany
| | - Ludger Ständker
- Core Facility Functional Peptidomics, Ulm University Medical Center, 89081 Ulm, Germany
| | - Florian Klein
- Laboratory of Experimental Immunology, Institute of Virology, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50931 Cologne, Germany
- German Center for Infection Research (DZIF), Partner site Bonn-Cologne, 50937 Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50931 Cologne, Germany
| | - Bernard Lagane
- Infinity, Université de Toulouse, CNRS, INSERM, Toulouse, France
| | - Arnaud Boonen
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Herestraat 49, P.O. Box 1030, 3000 Leuven, Belgium
| | - Dominique Schols
- Laboratory of Virology and Chemotherapy, Department of Microbiology, Immunology and Transplantation, Rega Institute, KU Leuven, Herestraat 49, P.O. Box 1030, 3000 Leuven, Belgium
| | - Serge Benichou
- Institut Cochin, Inserm U1016, CNRS UMR8104, Université Paris-Cité, 75014 Paris, France
| | - Elsa Sanchez-Garcia
- Computational Biochemistry, Center of Medical Biotechnology, University of Duisburg-Essen, Universitätsstr. 2, 45141 Essen, Germany
- Computational Bioengineering, Department of Biochemical and Chemical Engineering, Emil-Figge Str. 66., 44227 Dortmund, Germany
| | - Jean-Philippe Herbeuval
- CNRS UMR-8601, Université Paris Cité, 75006 Paris, France
- Chemistry and Biology, Modeling and Immunology for Therapy (CBMIT), Paris, France
| | - Jan Münch
- Institute of Molecular Virology, Ulm University Medical Center, 89081 Ulm, Germany
| |
Collapse
|
7
|
Li T, Qu H, Ding H, Deng H, Chen Y. Profiling of proteome changes in plasma of HIV-infected patients receiving antiretroviral therapy. Proteomics Clin Appl 2022; 16:e2100099. [PMID: 35920599 DOI: 10.1002/prca.202100099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 05/16/2022] [Accepted: 07/29/2022] [Indexed: 12/30/2022]
Abstract
PURPOSE Antiretroviral therapy (ART) prevents human immunodeficiency virus (HIV)-1 onward transmission and disease progression, leading to excellent prognosis in people living with HIV-1 (PWH). However, side effects, complications, and impaired immune reconstitution persist in some patients treated with ART. We aimed to profile proteome changes in plasma before and after ART to identify the molecular pathways altered by ART. EXPERIMENTAL DESIGN Quantitative proteomics analysis based on tandem mass tag (TMT) labeling was used to profile proteome changes of paired plasma samples from HIV-1 patients before receiving ART and after ART treatment. RESULTS A total of 1398 protein groups (PGs) were identified, in which 18 proteins were downregulated and 50 were upregulated in plasma from ART treated patients. Based on Ingenuity Pathway analysis (IPA), gap junction signaling and actin cytoskeleton signaling were enriched among upregulated proteins, while downregulated proteins were mainly participated in IL-15 signaling pathway. Patients with the low level of CSF1R and the high levels of MINPP1 and TGM3 showed better CD4+ T-cell recovery. CONCLUSIONS The present study provided plasma proteome changes after ART to elucidate the underlying mechanistic pathways in response to ART, and also identified potential targets to prompt immune reconstitution.
Collapse
Affiliation(s)
- Ting Li
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Hong Qu
- Department of Obstetric & Gynecology, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Haibo Ding
- NHC Key Laboratory of AIDS Immunology (China Medical University), National Clinical Research Center for Laboratory Medicine, The First Affiliated Hospital of China Medical University, Shenyang, China
| | - Haiteng Deng
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Yuling Chen
- School of Life Sciences, Tsinghua University, Beijing, China
| |
Collapse
|
8
|
Hu X, Feng Y, Li K, Yu Y, Rashid A, Xing H, Ruan Y, Lu L, Wei M, Shao Y. Unique profile of predominant CCR5-tropic in CRF07_BC HIV-1 infections and discovery of an unusual CXCR4-tropic strain. Front Immunol 2022; 13:911806. [PMID: 36211390 PMCID: PMC9540210 DOI: 10.3389/fimmu.2022.911806] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 09/05/2022] [Indexed: 11/30/2022] Open
Abstract
CRF07_BC is one of the most prevalent HIV-1 strains in China, which contributes over one-third of the virus transmissions in the country. In general, CRF07_BC is associated with slower disease progression, while the underlying mechanisms remain unclear. Our study focused on envelope proteins (Env) and its V3 loop which determine viral binding to co-receptors during infection of cells. We studied a large dataset of 3,937 env sequences in China and found that CRF07_BC had a unique profile of predominantly single CCR5 tropism compared with CCR5 and CXCR4 dual tropisms in other HIV-1 subtypes. The percentages of the CXCR4-tropic virus in B (3.7%) and CRF01_AE (10.4%) infection are much higher than that of CRF07_BC (0.1%), which is supported by median false-positive rates (FPRs) of 69.8%, 25.5%, and 13.4% for CRF07_BC, B, and CRF01_AE respectively, with a cutoff FPR for CXCR4-tropic at 2%. In this study, we identified the first pure CXCR4-tropic virus from one CRF07_BC-infected patient with an extremely low CD4+T cell count (7 cells/mm3). Structural analysis found that the V3 region of this virus has the characteristic 7T and 25R and a substitution of conserved “GPGQ” crown motif for “GPGH”. This study provided compelling evidence that CRF07_BC has the ability to evolve into CXCR4 strains. Our study also lay down the groundwork for studies on tropism switch, which were commonly done for other HIV-1 subtypes, for the long-delayed CRF07_BC.
Collapse
Affiliation(s)
- Xiaoyan Hu
- School of Medicine, Nankai University, Tianjin, China
| | - Yi Feng
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Kang Li
- College of Life Sciences, Nankai University, Tianjin, China
| | - Yueyang Yu
- School of Medicine, Nankai University, Tianjin, China
| | - Abdur Rashid
- School of Medicine, Nankai University, Tianjin, China
| | - Hui Xing
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Yuhua Ruan
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
| | - Lingling Lu
- School of Medicine, Nankai University, Tianjin, China
| | - Min Wei
- School of Medicine, Nankai University, Tianjin, China
- Nankai University Second People’s Hospital, Nankai University, Tianjin, China
- *Correspondence: Min Wei, ; Yiming Shao,
| | - Yiming Shao
- School of Medicine, Nankai University, Tianjin, China
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for Acquired Immune Deficiency Syndrome/Sexually Transmitted Diseases (AIDS/STD) Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, China
- *Correspondence: Min Wei, ; Yiming Shao,
| |
Collapse
|
9
|
Wang L, Zeng Y, Zhou Y, Yu J, Liang M, Qin L, Zhou Y. Win55,212-2 Improves Neural Injury induced by HIV-1 Glycoprotein 120 in Rats by Exciting CB2R. Brain Res Bull 2022; 182:67-79. [DOI: 10.1016/j.brainresbull.2022.02.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 01/29/2022] [Accepted: 02/07/2022] [Indexed: 12/12/2022]
|
10
|
Li K, Chen H, Li J, Feng Y, Lan G, Liang S, Liu M, Rashid A, Xing H, Shen Z, Shao Y. Immune reconstruction effectiveness of combination antiretroviral therapy for HIV-1 CRF01_AE cluster 1 and 2 infected individuals. Emerg Microbes Infect 2021; 11:158-167. [PMID: 34895083 PMCID: PMC8725829 DOI: 10.1080/22221751.2021.2017755] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
There are great disparities of the results in immune reconstruction (IR) of the HIV-1 infected patients during combined antiretroviral therapy (cART), due to both host polymorphisms and viral genetic subtypes. Identifying these factors and elucidating their impact on the IR could help to improve the efficacy. To study the factors influencing the IR, we conducted a 15-year retrospective cohort study of HIV-1 infected individuals under cART. The trend of CD4+ count changes was evaluated by the generalized estimating equations. Cox proportional model and propensity score matching were used to identify variables that affect the possibility of achieving IR. The tropism characteristics of virus were compared using the coreceptor binding model. In addition to baseline CD4+ counts and age implications, CRF01_AE cluster 1 was associated with a poorer probability of achieving IR than infection with cluster 2 (aHR, 1.39; 95%CI, 1.02-1.90) and other subtypes (aHR, 1.83; 95%CI, 1.31-2.56). The mean time from cART initiation to achieve IR was much longer in patients infected by CRF01_AE cluster 1 than other subtypes/sub-clusters (P < 0.001). In-depth analysis indicated that a higher proportion of CXCR4 viruses were found in CRF01_AE clusters 1 and 2 (P < 0.05), and showed tendency to favour CXCR4 binding to V3 signatures. This study indicated the immune restoration impairment found in patients were associated with HIV-1 CRF01_AE cluster 1, which was attributed to the high proportion of CXCR4-tropic viruses. To improve the effectiveness of cART, more efforts should be made in the early identification of HIV-1 subtype/sub-cluster and monitoring of virus phenotypes.
Collapse
Affiliation(s)
- Kang Li
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, People's Republic of China.,State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, People's Republic of China
| | - Huanhuan Chen
- Guangxi Key Laboratory of Major Infectious Disease Prevention and Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, People's Republic of China
| | - Jianjun Li
- Guangxi Key Laboratory of Major Infectious Disease Prevention and Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, People's Republic of China
| | - Yi Feng
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, People's Republic of China
| | - Guanghua Lan
- Guangxi Key Laboratory of Major Infectious Disease Prevention and Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, People's Republic of China
| | - Shujia Liang
- Guangxi Key Laboratory of Major Infectious Disease Prevention and Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, People's Republic of China
| | - Meiliang Liu
- School of Public Health, Guangxi Medical University, Nanning, People's Republic of China
| | - Abdur Rashid
- School of Medicine, Nankai University, Tianjin, People's Republic of China
| | - Hui Xing
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, People's Republic of China
| | - Zhiyong Shen
- Guangxi Key Laboratory of Major Infectious Disease Prevention and Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, People's Republic of China
| | - Yiming Shao
- Key Laboratory of Molecular Microbiology and Technology, Ministry of Education, College of Life Sciences, Nankai University, Tianjin, People's Republic of China.,State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Beijing, People's Republic of China.,Guangxi Key Laboratory of Major Infectious Disease Prevention and Control and Biosafety Emergency Response, Guangxi Center for Disease Control and Prevention, Nanning, People's Republic of China
| |
Collapse
|
11
|
Serra PA, Taveira N, Guedes RC. Computational Modulation of the V3 Region of Glycoprotein gp125 of HIV-2. Int J Mol Sci 2021; 22:1948. [PMID: 33669351 PMCID: PMC7920276 DOI: 10.3390/ijms22041948] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 02/10/2021] [Accepted: 02/13/2021] [Indexed: 12/03/2022] Open
Abstract
HIV-2 infection is frequently neglected in HIV/AIDS campaigns. However, a special emphasis must be given to HIV-2 as an untreated infection that also leads to AIDS and death, and for which the efficacy of most available drugs is limited against HIV-2. HIV envelope glycoproteins mediate binding to the receptor CD4 and co-receptors at the surface of the target cell, enabling fusion with the cell membrane and viral entry. Here, we developed and optimized a computer-assisted drug design approach of an important HIV-2 glycoprotein that allows us to explore and gain further insights at the molecular level into protein structures and interactions crucial for the inhibition of HIV-2 cell entry. The 3D structure of a key HIV-2ROD gp125 region was generated by a homology modeling campaign. To disclose the importance of the main structural features and compare them with experimental results, 3D-models of six mutants were also generated. These mutations revealed the selective impact on the behavior of the protein. Furthermore, molecular dynamics simulations were performed to optimize the models, and the dynamic behavior was tackled to account for structure flexibility and interactions network formation. Structurally, the mutations studied lead to a loss of aromatic features, which is very important for the establishment of π-π interactions and could induce a structural preference by a specific coreceptor. These new insights into the structure-function relationship of HIV-2 gp125 V3 and surrounding regions will help in the design of better models and the design of new small molecules capable to inhibit the attachment and binding of HIV with host cells.
Collapse
Affiliation(s)
- Patrícia A. Serra
- Department of Pharmaceutical Sciences and Medicines and Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Avenida Professor Gama Pinto, 1649-003 Lisboa, Portugal;
| | - Nuno Taveira
- Department of Pharmaceutical Sciences and Medicines and Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Avenida Professor Gama Pinto, 1649-003 Lisboa, Portugal;
- Centro de Investigação Interdisciplinar Egas Moniz (CiiEM), Instituto Universitário Egas Moniz, Monte de Caparica, 2829-511 Caparica, Portugal
| | - Rita C. Guedes
- Department of Pharmaceutical Sciences and Medicines and Research Institute for Medicines (iMed.ULisboa), Faculty of Pharmacy, Universidade de Lisboa, Avenida Professor Gama Pinto, 1649-003 Lisboa, Portugal;
| |
Collapse
|
12
|
Distefano M, Lanzarotti E, Fernández MF, Mangano A, Martí M, Aulicino P. Identification of novel molecular determinants of co-receptor usage in HIV-1 subtype F V3 envelope sequences. Sci Rep 2020; 10:12583. [PMID: 32724045 PMCID: PMC7387458 DOI: 10.1038/s41598-020-69408-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2019] [Accepted: 06/30/2020] [Indexed: 02/05/2023] Open
Abstract
HIV-1 determinants of coreceptor usage within the gp120 V3 loop have been broadly studied over the past years. This information has led to the development of state-of the-art bioinformatic tools that are useful to predict co-receptor usage based on the V3 loop sequence mainly of subtypes B, C and A. However, these methods show a poor performance for subtype F V3 loops, which are found in an increasing number of HIV-1 strains worldwide. In the present work we investigated determinants of viral tropisms in the understudied subtype F by looking at genotypic and structural information of coreceptor:V3 loop interactions in a novel group of 40 subtype F V3 loops obtained from HIV-1 strains phenotypically characterized either as syncytium inducing or non-syncytium inducing by the MT-2 assay. We provide novel information about estimated interactions energies between a set of V3 loops with known tropism in subtype F, that allowed us to improve predictions of the coreceptor usage for this subtype. Understanding genetic and structural features underlying HIV coreceptor usage across different subtypes is relevant for the rational design of preventive and therapeutic strategies aimed at limiting the HIV-1 epidemic worldwide.
Collapse
Affiliation(s)
- Maximiliano Distefano
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina
| | - Esteban Lanzarotti
- Departamento de Computación, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Ciudad Autónoma de Buenos Aires, Argentina.,Departamento de Química Biológica, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Ciudad Autónoma de Buenos Aires, Argentina
| | - María Florencia Fernández
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina
| | - Andrea Mangano
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina
| | - Marcelo Martí
- Departamento de Química Biológica, Facultad de Ciencias Exactas Y Naturales, Universidad de Buenos Aires, Ciudad Universitaria, Ciudad Autónoma de Buenos Aires, Argentina
| | - Paula Aulicino
- Laboratorio de Biología Celular Y Retrovirus- CONICET, Hospital de Pediatría "J.P. Garrahan", Ciudad Autónoma de Buenos Aires, Argentina.
| |
Collapse
|
13
|
Akimbekov NS, Ortoski RA, Razzaque MS. Effects of sunlight exposure and vitamin D supplementation on HIV patients. J Steroid Biochem Mol Biol 2020; 200:105664. [PMID: 32229174 DOI: 10.1016/j.jsbmb.2020.105664] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 10/02/2019] [Accepted: 03/21/2020] [Indexed: 02/08/2023]
Abstract
Unlike many vitamins derived predominantly from food sources, vitamin D is produced endogenously in the skin upon exposure to sunlight. Ethnicity, skin pigmentation, socioeconomic status, geographic location, climate and sunscreen; all of these factors contribute to the amount of insolation for any given individual. Insufficient insolation creates the prerequisites for vitamin D deficiency. This is particularly true in HIV-infected individuals, who are highly vulnerable to vitamin D insufficiency/deficiency, as it plays a huge role in the musculoskeletal and cardiovascular systems. Antiretroviral therapy may also be a factor in vitamin D deficiency. Today, as the issues of preventing common skeletal and non-skeletal diseases with HIV-infected people are becoming highly relevant, the maintenance of vitamin D levels through exposure to sunlight or supplementation appears to be an effective and safe solution. This review focuses on studies concerning the potential role of vitamin D supplementation through adequate sunlight exposure or dietary intake in HIV-infected people. The biology and epidemiology of HIV infection, as well as the issues related to vitamin D deficiency, its status on immune function, the effect of vitamin D against HIV disease progression and other health aspects of this vitamin, are briefly explained.
Collapse
Affiliation(s)
- Nuraly S Akimbekov
- Department of Biotechnology, Al-Farabi Kazakh National University, Almaty, Kazakhstan.
| | - Richard A Ortoski
- Department of Primary Care Education, Lake Erie College of Osteopathic Medicine, Erie, PA, USA
| | - Mohammed S Razzaque
- Department of Pathology, Lake Erie College of Osteopathic Medicine, Erie, PA, USA.
| |
Collapse
|
14
|
Gonzalez-Rivera JC, Orr AA, Engels SM, Jakubowski JM, Sherman MW, O'Connor KN, Matteson T, Woodcock BC, Contreras LM, Tamamis P. Computational evolution of an RNA-binding protein towards enhanced oxidized-RNA binding. Comput Struct Biotechnol J 2020; 18:137-152. [PMID: 31988703 PMCID: PMC6965710 DOI: 10.1016/j.csbj.2019.12.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2019] [Revised: 12/06/2019] [Accepted: 12/06/2019] [Indexed: 12/02/2022] Open
Abstract
The oxidation of RNA has been implicated in the development of many diseases. Among the four ribonucleotides, guanosine is the most susceptible to oxidation, resulting in the formation of 8-oxo-7,8-dihydroguanosine (8-oxoG). Despite the limited knowledge about how cells regulate the detrimental effects of oxidized RNA, cellular factors involved in its regulation have begun to be identified. One of these factors is polynucleotide phosphorylase (PNPase), a multifunctional enzyme implicated in RNA turnover. In the present study, we have examined the interaction of PNPase with 8-oxoG in atomic detail to provide insights into the mechanism of 8-oxoG discrimination. We hypothesized that PNPase subunits cooperate to form a binding site using the dynamic SFF loop within the central channel of the PNPase homotrimer. We evolved this site using a novel approach that initially screened mutants from a library of beneficial mutations and assessed their interactions using multi-nanosecond Molecular Dynamics simulations. We found that evolving this single site resulted in a fold change increase in 8-oxoG affinity between 1.2 and 1.5 and/or selectivity between 1.5 and 1.9. In addition to the improvement in 8-oxoG binding, complementation of K12 Δpnp with plasmids expressing mutant PNPases caused increased cell tolerance to H2O2. This observation provides a clear link between molecular discrimination of RNA oxidation and cell survival. Moreover, this study provides a framework for the manipulation of modified-RNA protein readers, which has potential application in synthetic biology and epitranscriptomics.
Collapse
Affiliation(s)
- Juan C. Gonzalez-Rivera
- McKetta Department of Chemical Engineering, The University of Texas, 200 E. Dean Keeton Street Stop C0400, Austin, TX 78712, United States
| | - Asuka A. Orr
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU Room 200, College Station, TX 77843, United States
| | - Sean M. Engels
- McKetta Department of Chemical Engineering, The University of Texas, 200 E. Dean Keeton Street Stop C0400, Austin, TX 78712, United States
| | - Joseph M. Jakubowski
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU Room 200, College Station, TX 77843, United States
| | - Mark W. Sherman
- Institute of Cellular and Molecular Biology, The University of Texas at Austin, 100 E 24th Street, Stop A5000, Austin, TX 78712, United States
| | - Katherine N. O'Connor
- McKetta Department of Chemical Engineering, The University of Texas, 200 E. Dean Keeton Street Stop C0400, Austin, TX 78712, United States
| | - Tomas Matteson
- Institute of Cellular and Molecular Biology, The University of Texas at Austin, 100 E 24th Street, Stop A5000, Austin, TX 78712, United States
| | - Brendan C. Woodcock
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU Room 200, College Station, TX 77843, United States
| | - Lydia M. Contreras
- McKetta Department of Chemical Engineering, The University of Texas, 200 E. Dean Keeton Street Stop C0400, Austin, TX 78712, United States
- Institute of Cellular and Molecular Biology, The University of Texas at Austin, 100 E 24th Street, Stop A5000, Austin, TX 78712, United States
- Corresponding authors at: McKetta Department of Chemical Engineering, The University of Texas, 200 E. Dean Keeton Street Stop C0400, Austin, TX 78712, United States (L.M. Contreras).
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU Room 200, College Station, TX 77843, United States
- Corresponding authors at: McKetta Department of Chemical Engineering, The University of Texas, 200 E. Dean Keeton Street Stop C0400, Austin, TX 78712, United States (L.M. Contreras).
| |
Collapse
|
15
|
Jakubowski J, Orr AA, Le DA, Tamamis P. Interactions between Curcumin Derivatives and Amyloid-β Fibrils: Insights from Molecular Dynamics Simulations. J Chem Inf Model 2020; 60:289-305. [PMID: 31809572 PMCID: PMC7732148 DOI: 10.1021/acs.jcim.9b00561] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2019] [Indexed: 12/24/2022]
Abstract
The aggregation of amyloid-β (Aβ) peptides into senile plaques is a hallmark of Alzheimer's disease (AD) and is hypothesized to be the primary cause of AD related neurodegeneration. Previous studies have shown the ability of curcumin to both inhibit the aggregation of Aβ peptides into oligomers or fibrils and reduce amyloids in vivo. Despite the promise of curcumin and its derivatives to serve as diagnostic, preventative, and potentially therapeutic AD molecules, the mechanism by which curcumin and its derivatives bind to and inhibit Aβ fibrils' formation remains elusive. Here, we investigated curcumin and a set of curcumin derivatives in complex with a hexamer peptide model of the Aβ1-42 fibril using nearly exhaustive docking, followed by multi-ns molecular dynamics simulations, to provide atomistic-detail insights into the molecules' binding and inhibitory properties. In the vast majority of the simulations, curcumin and its derivatives remain firmly bound in complex with the fibril through primarily three different principle binding modes, in which the molecules interact with residue domain 17LVFFA21, in line with previous experiments. In a small subset of these simulations, the molecules partly dissociate the outermost peptide of the Aβ1-42 fibril by disrupting β-sheets within the residue domain 12VHHQKLVFF20. A comparison between binding modes leading or not leading to partial dissociation of the outermost peptide suggests that the latter is attributed to a few subtle key structural and energetic interaction-based differences. Interestingly, partial dissociation appears to be either an outcome of high affinity interactions or a cause leading to high affinity interactions between the molecules and the fibril, which could partly serve as a compensation for the energy loss in the fibril due to partial dissociation. In conjunction with this, we suggest a potential inhibition mechanism of Αβ1-42 aggregation by the molecules, where the partially dissociated 16KLVFF20 domain of the outermost peptide could either remain unstructured or wrap around to form intramolecular interactions with the same peptide's 29GAIIG33 domain, while the molecules could additionally act as a patch against the external edge of the second outermost peptide's 16KLVFF20 domain. Thereby, individually or concurrently, these could prohibit fibril elongation.
Collapse
Affiliation(s)
| | | | - Doan A. Le
- Artie McFerrin Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - Phanourios Tamamis
- Artie McFerrin Department
of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| |
Collapse
|
16
|
Kokotidou C, Jonnalagadda SVR, Orr AA, Vrentzos G, Kretsovali A, Tamamis P, Mitraki A. Designer Amyloid Cell-Penetrating Peptides for Potential Use as Gene Transfer Vehicles. Biomolecules 2019; 10:E7. [PMID: 31861408 PMCID: PMC7023140 DOI: 10.3390/biom10010007] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2019] [Revised: 12/15/2019] [Accepted: 12/16/2019] [Indexed: 12/24/2022] Open
Abstract
Cell-penetrating peptides are used extensively to deliver molecules into cells due to their unique characteristics such as rapid internalization, charge, and non-cytotoxicity. Amyloid fibril biomaterials were reported as gene transfer or retroviral infection enhancers; no cell internalization of the peptides themselves is reported so far. In this study, we focus on two rationally and computationally designed peptides comprised of β-sheet cores derived from naturally occurring protein sequences and designed positively charged and aromatic residues exposed at key residue positions. The β-sheet cores bestow the designed peptides with the ability to self-assemble into amyloid fibrils. The introduction of positively charged and aromatic residues additionally promotes DNA condensation and cell internalization by the self-assembled material formed by the designed peptides. Our results demonstrate that these designer peptide fibrils can efficiently enter mammalian cells while carrying packaged luciferase-encoding plasmid DNA, and they can act as a protein expression enhancer. Interestingly, the peptides additionally exhibited strong antimicrobial activity against the enterobacterium Escherichia coli.
Collapse
Affiliation(s)
- Chrysoula Kokotidou
- Department of Materials Science and Technology, University of Crete, 70013 Heraklion, Grete, Greece;
- Institute of Electronic Structure and Laser (IESL) FORTH, 70013 Heraklion, Crete, Greece
| | - Sai Vamshi R. Jonnalagadda
- Artie McFerrin Department of Chemical Engineering, Texas A&M University College Station, TX 77843-3251, USA; (S.V.R.J.); (A.A.O.)
| | - Asuka A. Orr
- Artie McFerrin Department of Chemical Engineering, Texas A&M University College Station, TX 77843-3251, USA; (S.V.R.J.); (A.A.O.)
| | - George Vrentzos
- Institute of Molecular Biology and Biotechnology (IMBB) FORTH, 70013 Heraklion, Crete, Greece; (G.V.); (A.K.)
| | - Androniki Kretsovali
- Institute of Molecular Biology and Biotechnology (IMBB) FORTH, 70013 Heraklion, Crete, Greece; (G.V.); (A.K.)
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University College Station, TX 77843-3251, USA; (S.V.R.J.); (A.A.O.)
| | - Anna Mitraki
- Department of Materials Science and Technology, University of Crete, 70013 Heraklion, Grete, Greece;
- Institute of Electronic Structure and Laser (IESL) FORTH, 70013 Heraklion, Crete, Greece
| |
Collapse
|
17
|
Orr AA, Yang J, Sule N, Chawla R, Hull KG, Zhu M, Romo D, Lele PP, Jayaraman A, Manson MD, Tamamis P. Molecular Mechanism for Attractant Signaling to DHMA by E. coli Tsr. Biophys J 2019; 118:492-504. [PMID: 31839263 DOI: 10.1016/j.bpj.2019.11.3382] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 11/05/2019] [Accepted: 11/19/2019] [Indexed: 12/20/2022] Open
Abstract
The attractant chemotaxis response of Escherichia coli to norepinephrine requires that it be converted to 3,4-dihydroxymandelic acid (DHMA) by the monoamine oxidase TynA and the aromatic aldehyde dehydrogenase FeaB. DHMA is sensed by the serine chemoreceptor Tsr, and the attractant response requires that at least one subunit of the periplasmic domain of the Tsr homodimer (pTsr) has an intact serine-binding site. DHMA that is generated in vivo by E. coli is expected to be a racemic mixture of the (R) and (S) enantiomers, so it has been unclear whether one or both chiral forms are active. Here, we used a combination of state-of-the-art tools in molecular docking and simulations, including an in-house simulation-based docking protocol, to investigate the binding properties of (R)-DHMA and (S)-DHMA to E. coli pTsr. Our studies computationally predicted that (R)-DHMA should promote a stronger attractant response than (S)-DHMA because of a consistently greater-magnitude piston-like pushdown of the pTsr α-helix 4 toward the membrane upon binding of (R)-DHMA than upon binding of (S)-DHMA. This displacement is caused primarily by interaction of DHMA with Tsr residue Thr156, which has been shown by genetic studies to be critical for the attractant response to L-serine and DHMA. These findings led us to separate the two chiral species and test their effectiveness as chemoattractants. Both the tethered cell and motility migration coefficient assays validated the prediction that (R)-DHMA is a stronger attractant than (S)-DHMA. Our study demonstrates that refined computational docking and simulation studies combined with experiments can be used to investigate situations in which subtle differences between ligands may lead to diverse chemotactic responses.
Collapse
Affiliation(s)
- Asuka A Orr
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas
| | - Jingyun Yang
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas
| | - Nitesh Sule
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas
| | - Ravi Chawla
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas
| | - Kenneth G Hull
- Department of Chemistry & Biochemistry and CPRIT Synthesis and Drug-Lead Discovery Laboratory, Baylor University, Waco, Texas
| | - Mingzhao Zhu
- Department of Chemistry & Biochemistry and CPRIT Synthesis and Drug-Lead Discovery Laboratory, Baylor University, Waco, Texas
| | - Daniel Romo
- Department of Chemistry & Biochemistry and CPRIT Synthesis and Drug-Lead Discovery Laboratory, Baylor University, Waco, Texas
| | - Pushkar P Lele
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas
| | - Arul Jayaraman
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas
| | - Michael D Manson
- Department of Biology, Texas A&M University, College Station, Texas.
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas.
| |
Collapse
|
18
|
Park H, Jin UH, Orr AA, Echegaray SP, Davidson LA, Allred CD, Chapkin RS, Jayaraman A, Lee K, Tamamis P, Safe S. Isoflavones as Ah Receptor Agonists in Colon-Derived Cell Lines: Structure-Activity Relationships. Chem Res Toxicol 2019; 32:2353-2364. [PMID: 31621310 DOI: 10.1021/acs.chemrestox.9b00352] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Many of the protective responses observed for flavonoids in the gastrointestinal track resemble aryl hydrocarbon receptor (AhR)-mediated effects. Therefore, we examined the structure-activity relationships of isoflavones and isomeric flavone and flavanones as AhR ligands on the basis of their induction of CYP1A1, CYP1B1, and UGT1A1 gene expression in colon cancer Caco2 cells and young adult mouse colonocyte (YAMC) cells. Caco2 cells were significantly more Ah-responsive than YAMC cells, and this was due, in part, to flavonoid-induced cytotoxicity in the latter cell lines. The structure-activity relationships for the flavonoids were complex and both response and cell context specific; however, there was significant variability in the AhR activities of the isomeric substituted isoflavones and flavones. For example, 4',5,7-trihydroxyisoflavone (genistein) was AhR-inactive whereas 4',5,7-trihydroxyflavone (apigenin) induced CYP1A1, CYP1B1, and UGT1A1 in Caco2 cells. In contrast, both 5,7-dihydroxy-4-methoxy substituted isoflavone (biochanin A) and flavone (acacetin) induced all three AhR-responsive genes; 4',5,7-trimethoxyisoflavone was a potent AhR agonist, and the isomeric flavone was AhR-inactive. These results coupled with simulation studies modeling flavonoid interaction within the AhR binding pocket demonstrate that the orientation of the substituted phenyl ring at C-2 (flavones) or C-3 (isoflavones) on the common 4-H-chromen-4-one ring strongly influences the activities of isoflavones and flavones as AhR agonists.
Collapse
Affiliation(s)
- Hyejin Park
- Department of Veterinary Physiology and Pharmacology , Texas A&M University , College Station , Texas 77843 , United States
| | - Un-Ho Jin
- Department of Veterinary Physiology and Pharmacology , Texas A&M University , College Station , Texas 77843 , United States
| | - Asuka A Orr
- Artie McFerrin Department of Chemical Engineering , Texas A&M University , College Station , Texas 77840 , United States
| | - Stephanie P Echegaray
- Artie McFerrin Department of Chemical Engineering , Texas A&M University , College Station , Texas 77840 , United States
| | - Laurie A Davidson
- Department of Nutrition and Food Science , Texas A&M University , College Station , Texas 77843 , United States
| | - Clinton D Allred
- Department of Nutrition and Food Science , Texas A&M University , College Station , Texas 77843 , United States
| | - Robert S Chapkin
- Department of Nutrition and Food Science , Texas A&M University , College Station , Texas 77843 , United States
| | - Arul Jayaraman
- Artie McFerrin Department of Chemical Engineering , Texas A&M University , College Station , Texas 77840 , United States
| | - Kyongbum Lee
- Department of Chemical and Biological Engineering , Tufts University , Medford , Massachusetts 02155 , United States
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering , Texas A&M University , College Station , Texas 77840 , United States
| | - Stephen Safe
- Department of Veterinary Physiology and Pharmacology , Texas A&M University , College Station , Texas 77843 , United States
| |
Collapse
|
19
|
Chen B. Molecular Mechanism of HIV-1 Entry. Trends Microbiol 2019; 27:878-891. [PMID: 31262533 DOI: 10.1016/j.tim.2019.06.002] [Citation(s) in RCA: 161] [Impact Index Per Article: 32.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2019] [Revised: 05/20/2019] [Accepted: 06/05/2019] [Indexed: 11/19/2022]
Abstract
HIV-1 envelope glycoprotein [Env; trimeric (gp160)3 cleaved to (gp120/gp41)3] attaches the virion to a susceptible cell and induces fusion of viral and cell membranes to initiate infection. It interacts with the primary receptor CD4 and coreceptor (e.g., chemokine receptor CCR5 or CXCR4) to allow viral entry by triggering large structural rearrangements and unleashing the fusogenic potential of gp41 to induce membrane fusion. Recent advances in structural biology of HIV-1 Env and its complexes with the cellular receptors have revealed molecular details of HIV-1 entry and yielded new mechanistic insights. In this review, I summarize our latest understanding of the HIV-1 membrane fusion process and discuss possible pathways for productive viral entry.
Collapse
Affiliation(s)
- Bing Chen
- Division of Molecular Medicine, Boston Children's Hospital, and Department of Pediatrics, Harvard Medical School, 3 Blackfan Street, Boston, MA 02115, USA.
| |
Collapse
|
20
|
Zhang C, Huang LS, Zhu R, Meng Q, Zhu S, Xu Y, Zhang H, Fang X, Zhang X, Zhou J, Schooley RT, Yang X, Huang Z, An J. High affinity CXCR4 inhibitors generated by linking low affinity peptides. Eur J Med Chem 2019; 172:174-185. [PMID: 30978562 DOI: 10.1016/j.ejmech.2019.03.056] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 03/20/2019] [Accepted: 03/23/2019] [Indexed: 01/04/2023]
Abstract
G-protein coupled receptors (GPCRs) are implicated in many diseases and attractive targets for drug discovery. Peptide fragments derived from protein ligands of GPCRs are commonly used as probes of GPCR function and as leads for drug development. However, these peptide fragments lack the structural integrity of their parent full-length protein ligands and often show low receptor affinity, which limits their research and therapeutic values. It remains a challenge to efficiently generate high affinity peptide inhibitors of GPCRs. We have investigated a combinational approach involving the synthetic covalent linkage of two low affinity peptide fragments to determine if the strategy can yield high affinity GPCR inhibitors. We examined this design approach using the chemokine receptor CXCR4 as a model of GPCR system. Here, we provide a proof of concept demonstration by designing and synthesizing two peptides, AR5 and AR6, that combine a peptide fragment derived from two viral ligands of CXCR4, vMIP-II and HIV-1 envelope glycoprotein gp120. AR5 and AR6 display nanomolar binding affinity, in contrast to the weak micromolar CXCR4 binding of each peptide fragment alone, and inhibit HIV-1 entry via CXCR4. Further studies were carried out for the representative peptide AR6 using western blotting and site-directed mutagenesis in conjunction with molecular dynamic simulation and binding free energy calculation to determine how the peptide interacts with CXCR4 and inhibits its downstream signaling. These results demonstrate that this combinational approach is effective for generating nanomolar active inhibitors of CXCR4 and may be applicable to other GPCRs.
Collapse
Affiliation(s)
- Chaozai Zhang
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA; School of Pharmaceutical Sciences, Jilin University, Changchun, 130021, China
| | - Lina S Huang
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA; College of Arts and Sciences, Cornell University, Ithaca, NY, 14853, USA
| | - Ruohan Zhu
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Qian Meng
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Siyu Zhu
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA; School of Life Sciences, Tsinghua University, Beijing, China
| | - Yan Xu
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Huijun Zhang
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA; School of Life Sciences, Tsinghua University, Beijing, China
| | - Xiong Fang
- School of Life Sciences, Tsinghua University, Beijing, China
| | - Xingquan Zhang
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA
| | - Jiao Zhou
- Nobel Institute of Biomedicine, Zhuhai, Guangdong, China
| | - Robert T Schooley
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA
| | - Xiaohong Yang
- School of Pharmaceutical Sciences, Jilin University, Changchun, 130021, China.
| | - Ziwei Huang
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA.
| | - Jing An
- Department of Medicine, Division of Infectious Diseases, School of Medicine, University of California San Diego, La Jolla, CA, 92037, USA.
| |
Collapse
|
21
|
Guryanov I, Real-Fernández F, Sabatino G, Prisco N, Korzhikov-Vlakh V, Biondi B, Papini AM, Korzhikova-Vlakh E, Rovero P, Tennikova T. Modeling interaction between gp120 HIV protein and CCR5 receptor. J Pept Sci 2019; 25:e3142. [PMID: 30680875 DOI: 10.1002/psc.3142] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 11/22/2018] [Accepted: 11/23/2018] [Indexed: 02/06/2023]
Abstract
The study of the process of HIV entry into the host cell and the creation of biomimetic nanosystems that are able to selectively bind viral particles and proteins is a high priority research area for the development of novel diagnostic tools and treatment of HIV infection. Recently, we described multilayer nanoparticles (nanotraps) with heparin surface and cationic peptides comprising the N-terminal tail (Nt) and the second extracellular loop (ECL2) of CCR5 receptor, which could bind with high affinity some inflammatory chemokines, in particular, Rantes. Because of the similarity of the binding determinants in CCR5 structure, both for chemokines and gp120 HIV protein, here we expand this approach to the study of the interactions of these biomimetic nanosystems and their components with the peptide representing the V3 loop of the activated form of gp120. According to surface plasmon resonance results, a conformational rearrangement is involved in the process of V3 and CCR5 fragments binding. As in the case of Rantes, ECL2 peptide showed much higher affinity to V3 peptide than Nt (KD = 3.72 × 10-8 and 1.10 × 10-6 M, respectively). Heparin-covered nanoparticles bearing CCR5 peptides effectively bound V3 as well. The presence of both heparin and the peptides in the structure of the nanotraps was shown to be crucial for the interaction with the V3 loop. Thus, short cationic peptides ECL2 and Nt proved to be excellent candidates for the design of CCR5 receptor mimetics.
Collapse
Affiliation(s)
- I Guryanov
- Institute of Chemistry, St. Petersburg State University, St. Petersburg, 198504, Russia
| | - F Real-Fernández
- Laboratory of Peptide and Protein Chemistry and Biology, Department of Chemistry "Ugo Schiff", University of Florence, 50019, Sesto Fiorentino, Italy
| | - G Sabatino
- Laboratory of Peptide and Protein Chemistry and Biology, Department of Chemistry "Ugo Schiff", University of Florence, 50019, Sesto Fiorentino, Italy.,CNR Istituto di Biostrutture e Bioimmagini, 95126, Catania, Italy
| | - N Prisco
- Laboratory of Peptide and Protein Chemistry and Biology, Department of NeuroFarBa, University of Florence, 50019, Sesto Fiorentino, Italy
| | - V Korzhikov-Vlakh
- Institute of Chemistry, St. Petersburg State University, St. Petersburg, 198504, Russia
| | - B Biondi
- CNR-ICB, Padova Unit, Department of Chemistry, University of Padova, 35131, Padova, Italy
| | - A M Papini
- Laboratory of Peptide and Protein Chemistry and Biology, Department of Chemistry "Ugo Schiff", University of Florence, 50019, Sesto Fiorentino, Italy.,PeptLab@UCP Platform and Laboratory of Chemical Biology EA4505, University Paris-Seine, 95031, Cergy-Pontoise CEDEX, France
| | - E Korzhikova-Vlakh
- Institute of Chemistry, St. Petersburg State University, St. Petersburg, 198504, Russia
| | - P Rovero
- CNR Istituto di Biostrutture e Bioimmagini, 95126, Catania, Italy.,Laboratory of Peptide and Protein Chemistry and Biology, Department of NeuroFarBa, University of Florence, 50019, Sesto Fiorentino, Italy
| | - T Tennikova
- Institute of Chemistry, St. Petersburg State University, St. Petersburg, 198504, Russia
| |
Collapse
|
22
|
Song H, Ou W, Feng Y, Zhang J, Li F, Hu J, Peng H, Xing H, Ma L, Tan Q, Li D, Wang L, Wu B, Shao Y. Disparate impact on CD4 T cell count by two distinct HIV-1 phylogenetic clusters from the same clade. Proc Natl Acad Sci U S A 2019; 116:239-244. [PMID: 30559208 PMCID: PMC6320496 DOI: 10.1073/pnas.1814714116] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
HIV-1 evolved into various genetic subtypes and circulating recombinant forms (CRFs) in the global epidemic. The same subtype or CRF is usually considered to have similar phenotype. Being one of the world's major CRFs, CRF01_AE infection was reported to associate with higher prevalence of CXCR4 (X4) viruses and faster CD4 decline. However, the underlying mechanisms remain unclear. We identified eight phylogenetic clusters of CRF01_AE in China and hypothesized that they may have different phenotypes. In the National HIV Molecular Epidemiology Survey, we discovered that people infected by CRF01_AE cluster 4 had significantly lower CD4 counts (391 vs. 470, P < 0.0001) and higher prevalence of X4-using viruses (17.1% vs. 4.4%, P < 0.0001) compared with those infected by cluster 5. In an MSM cohort, X4-using viruses were only isolated from seroconvertors in cluster 4, which was associated with low a CD4 count within the first year of infection (141 vs. 440, P = 0.003). Using a coreceptor binding model, we identified unique V3 signatures in cluster 4 that favor CXCR4 use. We demonstrate that the HIV-1 phenotype and pathogenicity can be determined at the phylogenetic cluster level in the same subtype. Since its initial spread to humans from chimpanzees, estimated to be the first half of the 20th century, HIV-1 continues to undergo rapid evolution in larger and more diverse populations. The divergent phenotype evolution of two major CRF01_AE clusters highlights the importance of monitoring the genetic evolution and phenotypic shift of HIV-1 to provide early warning of the appearance of more pathogenic strains.
Collapse
Affiliation(s)
- Hongshuo Song
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Weidong Ou
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Yi Feng
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Junli Zhang
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Fan Li
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Jing Hu
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Hong Peng
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Hui Xing
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Liying Ma
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China
| | - Qiuxiang Tan
- CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 201203 Shanghai, China
| | - Dongliang Li
- Chaoyang Center for Disease Control and Prevention, 100021 Beijing, China
| | - Lijuan Wang
- Chaoyang Center for Disease Control and Prevention, 100021 Beijing, China
| | - Beili Wu
- CAS Key Laboratory of Receptor Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, 201203 Shanghai, China
| | - Yiming Shao
- State Key Laboratory for Infectious Disease Prevention and Control, National Center for AIDS/STD Control and Prevention, Chinese Center for Disease Control and Prevention, Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, 102206 Beijing, China;
- Center of Infectious Diseases, Peking University, 100191 Beijing, China
- The First Affiliated Hospital, School of Medicine, Zhejiang University, 310003 Hangzhou, China
| |
Collapse
|
23
|
Structural basis of coreceptor recognition by HIV-1 envelope spike. Nature 2018; 565:318-323. [PMID: 30542158 PMCID: PMC6391877 DOI: 10.1038/s41586-018-0804-9] [Citation(s) in RCA: 140] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2018] [Accepted: 11/02/2018] [Indexed: 01/26/2023]
Abstract
HIV-1 envelope glycoprotein (Env), which consists of trimeric (gp160)3 cleaved to (gp120 and gp41)3, interacts with the primary receptor CD4 and a coreceptor (such as chemokine receptor CCR5) to fuse viral and target-cell membranes. The gp120-coreceptor interaction has previously been proposed as the most crucial trigger for unleashing the fusogenic potential of gp41. Here we report a cryo-electron microscopy structure of a full-length gp120 in complex with soluble CD4 and unmodified human CCR5, at 3.9 Å resolution. The V3 loop of gp120 inserts into the chemokine-binding pocket formed by seven transmembrane helices of CCR5, and the N terminus of CCR5 contacts the CD4-induced bridging sheet of gp120. CCR5 induces no obvious allosteric changes in gp120 that can propagate to gp41; it does bring the Env trimer close to the target membrane. The N terminus of gp120, which is gripped by gp41 in the pre-fusion or CD4-bound Env, flips back in the CCR5-bound conformation and may irreversibly destabilize gp41 to initiate fusion. The coreceptor probably functions by stabilizing and anchoring the CD4-induced conformation of Env near the cell membrane. These results advance our understanding of HIV-1 entry into host cells and may guide the development of vaccines and therapeutic agents.
Collapse
|
24
|
Orr AA, Shaykhalishahi H, Mirecka EA, Jonnalagadda SVR, Hoyer W, Tamamis P. Elucidating the multi-targeted anti-amyloid activity and enhanced islet amyloid polypeptide binding of β-wrapins. Comput Chem Eng 2018; 116:322-332. [PMID: 30405276 PMCID: PMC6217933 DOI: 10.1016/j.compchemeng.2018.02.013] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
β-wrapins are engineered binding proteins stabilizing the β-hairpin conformations of amyloidogenic proteins islet amyloid polypeptide (IAPP), amyloid-β, and α-synuclein, thus inhibiting their amyloid propensity. Here, we use computational and experimental methods to investigate the molecular recognition of IAPP by β-wrapins. We show that the multi-targeted, IAPP, amyloid-β, and α-synuclein, binding properties of β-wrapins originate mainly from optimized interactions between β-wrapin residues and sets of residues in the three amyloidogenic proteins with similar physicochemical properties. Our results suggest that IAPP is a comparatively promiscuous β-wrapin target, probably due to the low number of charged residues in the IAPP β-hairpin motif. The sub-micromolar affinity of β-wrapin HI18, specifically selected against IAPP, is achieved in part by salt-bridge formation between HI18 residue Glu10 and the IAPP N-terminal residue Lys1, both located in the flexible N-termini of the interacting proteins. Our findings provide insights towards developing novel protein-based single- or multi-targeted therapeutics.
Collapse
Affiliation(s)
- Asuka A. Orr
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - Hamed Shaykhalishahi
- Institut für Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, Düsseldorf 40204, Germany
| | - Ewa A. Mirecka
- Institut für Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, Düsseldorf 40204, Germany
| | - Sai Vamshi R. Jonnalagadda
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - Wolfgang Hoyer
- Institut für Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, Düsseldorf 40204, Germany
- Institute of Structural Biochemistry (ICS-6), Research Centre Jülich, Jülich 52425, Germany
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| |
Collapse
|
25
|
Orr AA, Gonzalez-Rivera JC, Wilson M, Bhikha PR, Wang D, Contreras LM, Tamamis P. A high-throughput and rapid computational method for screening of RNA post-transcriptional modifications that can be recognized by target proteins. Methods 2018; 143:34-47. [DOI: 10.1016/j.ymeth.2018.01.015] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2017] [Revised: 01/14/2018] [Accepted: 01/26/2018] [Indexed: 12/25/2022] Open
|
26
|
Mohan R, Wilson M, Gorham RD, Harrison RES, Morikis VA, Kieslich CA, Orr AA, Coley AV, Tamamis P, Morikis D. Virtual Screening of Chemical Compounds for Discovery of Complement C3 Ligands. ACS OMEGA 2018; 3:6427-6438. [PMID: 30221234 PMCID: PMC6130793 DOI: 10.1021/acsomega.8b00606] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 06/04/2018] [Indexed: 06/08/2023]
Abstract
The complement system is our first line of defense against foreign pathogens, but when it is not properly regulated, complement is implicated in the pathology of several autoimmune and inflammatory disorders. Compstatin is a peptidic complement inhibitor that acts by blocking the cleavage of complement protein C3 to the proinflammatory fragment C3a and opsonin fragment C3b. In this study, we aim to identify druglike small-molecule complement inhibitors with physicochemical, geometric, and binding properties similar to those of compstatin. We employed two approaches using various high-throughput virtual screening methods, which incorporate molecular dynamics (MD) simulations, pharmacophore model design, energy calculations, and molecular docking and scoring. We have generated a library of 274 chemical compounds with computationally predicted binding affinities for the compstatin binding site of C3. We have tested subsets of these chemical compounds experimentally for complement inhibitory activity, using hemolytic assays, and for binding affinity, using microscale thermophoresis. As a result, although none of the compounds showed inhibitory activity, compound 29 was identified to exhibit weak competitive binding against a potent compstatin analogue, therefore validating our computational approaches. Additional docking and MD simulation studies suggest that compound 29 interacts with C3 residues, which have been shown to be important in binding of compstatin to the C3c fragment of C3. Compound 29 is amenable to physicochemical optimization to acquire inhibitory properties. Additionally, it is possible that some of the untested compounds will demonstrate binding and inhibition in future experimental studies.
Collapse
Affiliation(s)
- Rohith
R. Mohan
- Department
of Bioengineering, University of California,
Riverside, 900 University
Avenue, Riverside, California 92521, United States
| | - Mark Wilson
- Artie
McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, Texas 77843, United
States
| | - Ronald D. Gorham
- Department
of Bioengineering, University of California,
Riverside, 900 University
Avenue, Riverside, California 92521, United States
| | - Reed E. S. Harrison
- Department
of Bioengineering, University of California,
Riverside, 900 University
Avenue, Riverside, California 92521, United States
| | - Vasilios A. Morikis
- Department
of Bioengineering, University of California,
Riverside, 900 University
Avenue, Riverside, California 92521, United States
| | - Chris A. Kieslich
- Department
of Bioengineering, University of California,
Riverside, 900 University
Avenue, Riverside, California 92521, United States
| | - Asuka A. Orr
- Artie
McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, Texas 77843, United
States
| | - Alexis V. Coley
- Artie
McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, Texas 77843, United
States
| | - Phanourios Tamamis
- Artie
McFerrin Department of Chemical Engineering, Texas A&M University, 3122 TAMU, College Station, Texas 77843, United
States
| | - Dimitrios Morikis
- Department
of Bioengineering, University of California,
Riverside, 900 University
Avenue, Riverside, California 92521, United States
| |
Collapse
|
27
|
Kokotidou C, Jonnalagadda SVR, Orr AA, Seoane-Blanco M, Apostolidou CP, van Raaij MJ, Kotzabasaki M, Chatzoudis A, Jakubowski JM, Mossou E, Forsyth VT, Mitchell EP, Bowler MW, Llamas-Saiz AL, Tamamis P, Mitraki A. A novel amyloid designable scaffold and potential inhibitor inspired by GAIIG of amyloid beta and the HIV-1 V3 loop. FEBS Lett 2018; 592:1777-1788. [PMID: 29772603 DOI: 10.1002/1873-3468.13096] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2018] [Accepted: 05/02/2018] [Indexed: 12/11/2022]
Abstract
The GAIIG sequence, common to the amyloid beta peptide (residues 29-33) and to the HIV-1 gp120 (residues 24-28 in a typical V3 loop), self-assembles into amyloid fibrils, as suggested by theory and the experiments presented here. The longer YATGAIIGNII sequence from the V3 loop also self-assembles into amyloid fibrils, of which the first three and the last two residues are outside the amyloid GAIIG core. We postulate that this sequence, with suitably selected modifications at the flexible positions, can serve as a designable scaffold for novel amyloid-based materials. Moreover, we report the single crystal X-ray structure of the beta-breaker peptide GAIPIG at 1.05 Å resolution. The structural information provided in this study could serve as the basis for structure-based design of potential inhibitors of amyloid formation.
Collapse
Affiliation(s)
- Chrysoula Kokotidou
- Department of Materials Science and Technology, University of Crete, Heraklion, Greece.,Institute of Electronic Structure and Laser (IESL), FORTH, Heraklion, Greece
| | | | - Asuka A Orr
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, USA
| | - Mateo Seoane-Blanco
- Departamento de Estructura de Macromoleculas, Centro Nacional de Biotecnologia (CSIC), Madrid, Spain
| | - Chrysanthi Pinelopi Apostolidou
- Department of Materials Science and Technology, University of Crete, Heraklion, Greece.,Institute of Electronic Structure and Laser (IESL), FORTH, Heraklion, Greece
| | - Mark J van Raaij
- Departamento de Estructura de Macromoleculas, Centro Nacional de Biotecnologia (CSIC), Madrid, Spain
| | - Marianna Kotzabasaki
- Department of Materials Science and Technology, University of Crete, Heraklion, Greece
| | - Apostolos Chatzoudis
- Department of Materials Science and Technology, University of Crete, Heraklion, Greece
| | - Joseph M Jakubowski
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, USA
| | - Estelle Mossou
- Institut Laue Langevin, Grenoble Cedex 9, France.,Faculty of Natural Sciences/Institute for Science and Technology in Medicine, Keele University, Staffordshire, UK
| | - V Trevor Forsyth
- Institut Laue Langevin, Grenoble Cedex 9, France.,Faculty of Natural Sciences/Institute for Science and Technology in Medicine, Keele University, Staffordshire, UK
| | - Edward P Mitchell
- Faculty of Natural Sciences/Institute for Science and Technology in Medicine, Keele University, Staffordshire, UK.,European Synchrotron Radiation Facility, Grenoble Cedex 9, France
| | - Matthew W Bowler
- European Molecular Biology Laboratory, Grenoble, France.,Unit for Virus Host Cell Interactions, University Grenoble Alpes-EMBL-CNRS, Grenoble, France
| | - Antonio L Llamas-Saiz
- X-Ray Unit, RIAIDT, University of Santiago de Compostela, Santiago de Compostela, Spain
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, USA
| | - Anna Mitraki
- Department of Materials Science and Technology, University of Crete, Heraklion, Greece.,Institute of Electronic Structure and Laser (IESL), FORTH, Heraklion, Greece
| |
Collapse
|
28
|
Abstract
Docking algorithms have been widely used to elucidate ligand:receptor interactions that are important in biological function. Here, we introduce an in-house developed docking-refinement protocol that combines the following innovative features. (1) The use of multiple short molecular dynamics (MD) docking simulations, with residues within the binding pocket of the receptor unconstrained, so that the binding modes of the ligand in the binding pocket may be exhaustively examined. (2) The initial positioning of the ligand within the binding pocket based on complementary shape, and the use of both harmonic and quartic spherical potentials to constrain the ligand in the binding pocket during multiple short docking simulations. (3) The selection of the most probable binding modes generated by the short docking simulations using interaction energy calculations, as well as the subsequent application of all-atom MD simulations and physical-chemistry based free energy calculations to elucidate the most favorable binding mode of the ligand in complex with the receptor. In this chapter, we provide step-by-step instructions on how to computationally investigate the binding of small-molecule ligands to protein receptors by examining as control and test cases, respectively, the binding of L-serine and R-3,4-dihydroxymandelic acid (R-DHMA) to the Escherichia coli chemoreceptor Tsr. Similar computational strategies can be used for the molecular modeling of a series of ligand:protein receptor interactions.
Collapse
|
29
|
Protein structural disorder of the envelope V3 loop contributes to the switch in human immunodeficiency virus type 1 cell tropism. PLoS One 2017; 12:e0185790. [PMID: 29049306 PMCID: PMC5648111 DOI: 10.1371/journal.pone.0185790] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2017] [Accepted: 09/19/2017] [Indexed: 11/29/2022] Open
Abstract
Human immunodeficiency virus type 1 (HIV-1) envelope gp120 is partly an intrinsically disordered (unstructured/disordered) protein as it contains regions that do not fold into well-defined protein structures. These disordered regions play important roles in HIV’s life cycle, particularly, V3 loop-dependent cell entry, which determines how the virus uses two coreceptors on immune cells, the chemokine receptors CCR5 (R5), CXCR4 (X4) or both (R5X4 virus). Most infecting HIV-1 variants utilise CCR5, while a switch to CXCR4-use occurs in the majority of infections. Why does this ‘rewiring’ event occur in HIV-1 infected patients? As changes in the charge of the V3 loop are associated with this receptor switch and it has been suggested that charged residues promote structure disorder, we hypothesise that the intrinsic disorder of the V3 loop is permissive to sequence variation thus contributing to the switch in cell tropism. To test this we use three independent data sets of gp120 to analyse V3 loop disorder. We find that the V3 loop of X4 virus has significantly higher intrinsic disorder tendency than R5 and R5X4 virus, while R5X4 virus has the lowest. These results indicate that structural disorder plays an important role in HIV-1 cell tropism and CXCR4 binding. We discuss the potential evolutionary mechanisms leading to the fixation of disorder promoting mutations and the adaptive potential of protein structural disorder in viral host adaptation.
Collapse
|
30
|
Joshi A, Cox EK, Sedano MJ, Punke EB, Lee RT, Maurer-Stroh S, Kaur P, Ng OT, Garg H. HIV-1 subtype CRF01_AE and B differ in utilization of low levels of CCR5, Maraviroc susceptibility and potential N-glycosylation sites. Virology 2017; 512:222-233. [PMID: 29020646 DOI: 10.1016/j.virol.2017.09.026] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2017] [Revised: 09/18/2017] [Accepted: 09/30/2017] [Indexed: 10/18/2022]
Abstract
HIV subtypes not only predominate in different geographical regions but also differ in key phenotypic characteristics. To determine if genotypic and/or phenotypic differences in the Envelope (Env) glycoprotein can explain subtype related differences, we cloned 37 full length Envs from Subtype B and AE HIV infected individuals from Singapore. Our data demonstrates that CRF01_AE Envs have lower Potential N Glycosylation Sites and higher risk of ×4 development. Phenotypically, CRF01_AE were less infectious than subtype B Envs in cells expressing low levels of CCR5. Moreover, the Maraviroc IC50 was higher for subtype B Envs and correlated with infectivity in low CCR5 expressing cells as well as PNGS. Specifically, the glycosylation site N301 in the V3 loop was seen less frequently in AE subtype and CXCR4 topic viruses. CRF01_AE differs from B subtype in terms of CCR5 usage and Maraviroc susceptibility which may have implications for HIV pathogenesis and virus evolution.
Collapse
Affiliation(s)
- Anjali Joshi
- Department of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, USA.
| | - Emily K Cox
- Department of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Melina J Sedano
- Department of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Erin B Punke
- Department of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, USA
| | - Raphael Tc Lee
- Bioinformatics Institute, Agency for Science, Technology and Research, Singapore
| | - Sebastian Maurer-Stroh
- Bioinformatics Institute, Agency for Science, Technology and Research, Singapore; Department of Biological Sciences, National University of Singapore, Singapore
| | - Palvinder Kaur
- Department of Infectious Disease, Tan Tock Seng Hospital, Singapore
| | - Oon Tek Ng
- Department of Infectious Disease, Tan Tock Seng Hospital, Singapore
| | - Himanshu Garg
- Department of Biomedical Sciences, Texas Tech University Health Sciences Center, El Paso, TX, USA.
| |
Collapse
|
31
|
Structural Basis for Apelin Control of the Human Apelin Receptor. Structure 2017; 25:858-866.e4. [PMID: 28528775 DOI: 10.1016/j.str.2017.04.008] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Revised: 04/07/2017] [Accepted: 04/24/2017] [Indexed: 12/22/2022]
Abstract
Apelin receptor (APJR) is a key regulator of human cardiovascular function and is activated by two different endogenous peptide ligands, apelin and Elabela, each with different isoforms diversified by length and amino acid sequence. Here we report the 2.6-Å resolution crystal structure of human APJR in complex with a designed 17-amino-acid apelin mimetic peptide agonist. The structure reveals that the peptide agonist adopts a lactam constrained curved two-site ligand binding mode. Combined with mutation analysis and molecular dynamics simulations with apelin-13 binding to the wild-type APJR, this structure provides a mechanistic understanding of apelin recognition and binding specificity. Comparison of this structure with that of other peptide receptors suggests that endogenous peptide ligands with a high degree of conformational flexibility may bind and modulate the receptors via a similar two-site binding mechanism.
Collapse
|
32
|
Orr AA, Wördehoff MM, Hoyer W, Tamamis P. Uncovering the Binding and Specificity of β-Wrapins for Amyloid-β and α-Synuclein. J Phys Chem B 2016; 120:12781-12794. [DOI: 10.1021/acs.jpcb.6b08485] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Asuka A. Orr
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| | - Michael M. Wördehoff
- Institut
für Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, 40204 Düsseldorf, Germany
| | - Wolfgang Hoyer
- Institut
für Physikalische Biologie, Heinrich-Heine-Universität Düsseldorf, 40204 Düsseldorf, Germany
- Institute
of Structural Biochemistry (ICS-6), Research Centre Jülich, 52425 Jülich, Germany
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, Texas 77843-3122, United States
| |
Collapse
|
33
|
Wei XM, Xu HF, Cheng XD, Bu N, Zhou HZ. Position 22 of the V3 loop is associated with HIV infectivity. Arch Virol 2016; 162:637-643. [PMID: 27815696 DOI: 10.1007/s00705-016-3138-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2016] [Accepted: 10/28/2016] [Indexed: 11/29/2022]
Abstract
Human immunodeficiency virus subtype 1B (HIV-1B) binds to the CD4 receptor and co-receptor CCR5 or CXCR4 to enter T lymphocytes. The amino acid sequence of the HIV envelope glycoprotein V3 region determines the co-receptor tropism, thereby influencing the infectivity of the virus. Our research group previously found that the amino acid at position 22 of the V3 region may affect the infectivity of the virus, and in this study, we tested this hypothesis. We constructed pseudoviruses by changing the amino acids at position 22 of the V3 region in CCR5-tropic and CXCR4-tropic viruses and tested their infectivity. When the amino acid at V3 position 22 was altered in the CCR5- and CXCR4-tropic viruses, their ability to infect cells decreased to 20.6% and 17.14%, respectively. Therefore, we propose that residue 22 in the V3 region of subtype HIV-1B significantly influences the infectivity of the virus.
Collapse
Affiliation(s)
- Xue-Mei Wei
- Department of Laboratory Diagnosis, the First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, Heilongjiang, 150001, People's Republic of China
| | - Hua-Feng Xu
- Department of Laboratory Diagnosis, Heilongjiang Provincial Hospital, Harbin, Heilongjiang, 150081, People's Republic of China
| | - Xue-Di Cheng
- Department of Laboratory Diagnosis, the First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, Heilongjiang, 150001, People's Republic of China
| | - Nan Bu
- Department of Digestive Medicine, Jiamusi Central Hospital, Jiamusi, Heilongjiang, 154002, People's Republic of China
| | - Hai-Zhou Zhou
- Department of Laboratory Diagnosis, the First Affiliated Hospital of Harbin Medical University, 23 Youzheng Street, Nangang District, Harbin, Heilongjiang, 150001, People's Republic of China.
| |
Collapse
|
34
|
Garg H, Lee RT, Maurer-Stroh S, Joshi A. HIV-1 adaptation to low levels of CCR5 results in V3 and V2 loop changes that increase envelope pathogenicity, CCR5 affinity and decrease susceptibility to Maraviroc. Virology 2016; 493:86-99. [DOI: 10.1016/j.virol.2016.03.010] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2016] [Revised: 03/08/2016] [Accepted: 03/11/2016] [Indexed: 11/26/2022]
|
35
|
Takeda S, Takizawa M, Miyauchi K, Urano E, Fujino M, Murakami T, Murakami T, Komano J. Conformational properties of the third variable loop of HIV-1AD8 envelope glycoprotein in the liganded conditions. Biochem Biophys Res Commun 2016; 475:113-8. [PMID: 27178216 DOI: 10.1016/j.bbrc.2016.05.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2016] [Accepted: 05/10/2016] [Indexed: 10/21/2022]
Abstract
The conformational dynamics of the HIV-1 envelope glycoprotein gp120 and gp41 (Env) remains poorly understood. Here we examined how the V3 loop conformation is regulated in the liganded state using a panel of recombinant HIV-1NL4-3 clones bearing HIV-1AD8 Env by two experimental approaches, one adopting a monoclonal neutralizing antibody KD-247 (suvizumab) that recognizes the tip of the V3 loop, and the other assessing the function of the V3 loop. A significant positive correlation of the Env-KD-247 binding was detected between the liganded and unliganded conditions. Namely, the mutation D163G located in the V2 loop, which enhances viral susceptibility to KD-247 by 59.4-fold, had little effect on the sCD4-induced increment of the virus-KD-247 binding. By contrast, a virus with the S370N mutation in the C3 region increased the virus-KD-247 binding by 91.4-fold, although it did not influence the KD-247-mediated neutralization. Co-receptor usage and the susceptibility to CCR5 inhibitor Maraviroc were unaffected by D163G and S370N mutations. Collectively, these data suggest that the conformation of the liganded V3-loop of HIV-1AD8 Env is still under regulation of other Env domains aside from the V3 loop, including V2 and C3. Our results give an insight into the structural properties of HIV-1 Env and viral resistance to entry inhibitors by non-V3 loop mutations.
Collapse
Affiliation(s)
- Satoshi Takeda
- AIDS Research Center, National Institute of Infectious Diseases, 1-23-1 Toyama Shinjuku, Tokyo, 162-0053, Japan
| | - Mari Takizawa
- AIDS Research Center, National Institute of Infectious Diseases, 1-23-1 Toyama Shinjuku, Tokyo, 162-0053, Japan
| | - Kosuke Miyauchi
- Laboratory for Cytokine Regulation, Research Center for Integrative Medical Science (IMS), RIKEN Yokohama Institute, Suehiro-cho 1-7-22, Tsurumi, Yokohama, Kanagawa, 230-0045, Japan
| | - Emiko Urano
- AIDS Research Center, National Institute of Infectious Diseases, 1-23-1 Toyama Shinjuku, Tokyo, 162-0053, Japan
| | - Masayuki Fujino
- AIDS Research Center, National Institute of Infectious Diseases, 1-23-1 Toyama Shinjuku, Tokyo, 162-0053, Japan
| | - Toshio Murakami
- The Chemo-Sero-Therapeutic Research Institute, 1314-1 Kawabe Kyokushi, Kikuchi, Kumamoto, 869-1298, Japan
| | - Tsutomu Murakami
- AIDS Research Center, National Institute of Infectious Diseases, 1-23-1 Toyama Shinjuku, Tokyo, 162-0053, Japan
| | - Jun Komano
- AIDS Research Center, National Institute of Infectious Diseases, 1-23-1 Toyama Shinjuku, Tokyo, 162-0053, Japan; Department of Clinical Laboratory, Nagoya Medical Center, 1-1 4-Chome, Sannomaru, Naka-ku, Nagoya, 460-0001, Japan.
| |
Collapse
|
36
|
Kieslich CA, Tamamis P, Guzman YA, Onel M, Floudas CA. Highly Accurate Structure-Based Prediction of HIV-1 Coreceptor Usage Suggests Intermolecular Interactions Driving Tropism. PLoS One 2016; 11:e0148974. [PMID: 26859389 PMCID: PMC4747591 DOI: 10.1371/journal.pone.0148974] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2015] [Accepted: 01/26/2016] [Indexed: 01/21/2023] Open
Abstract
HIV-1 entry into host cells is mediated by interactions between the V3-loop of viral glycoprotein gp120 and chemokine receptor CCR5 or CXCR4, collectively known as HIV-1 coreceptors. Accurate genotypic prediction of coreceptor usage is of significant clinical interest and determination of the factors driving tropism has been the focus of extensive study. We have developed a method based on nonlinear support vector machines to elucidate the interacting residue pairs driving coreceptor usage and provide highly accurate coreceptor usage predictions. Our models utilize centroid-centroid interaction energies from computationally derived structures of the V3-loop:coreceptor complexes as primary features, while additional features based on established rules regarding V3-loop sequences are also investigated. We tested our method on 2455 V3-loop sequences of various lengths and subtypes, and produce a median area under the receiver operator curve of 0.977 based on 500 runs of 10-fold cross validation. Our study is the first to elucidate a small set of specific interacting residue pairs between the V3-loop and coreceptors capable of predicting coreceptor usage with high accuracy across major HIV-1 subtypes. The developed method has been implemented as a web tool named CRUSH, CoReceptor USage prediction for HIV-1, which is available at http://ares.tamu.edu/CRUSH/.
Collapse
Affiliation(s)
- Chris A Kieslich
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America.,Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America
| | - Phanourios Tamamis
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America.,Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America
| | - Yannis A Guzman
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America.,Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America.,Department of Chemical and Biological Engineering, Princeton University, Princeton, NJ, United States of America
| | - Melis Onel
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America.,Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America
| | - Christodoulos A Floudas
- Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America.,Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America
| |
Collapse
|
37
|
Jiang Y, Yuan Y, Zhang X, Liang T, Guo Y, Li M, Pu X. Use of network model to explore dynamic and allosteric properties of three GPCR homodimers. RSC Adv 2016. [DOI: 10.1039/c6ra18243g] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
We used an elastic network model and protein structure network to study three class A GPCR homodimers.
Collapse
Affiliation(s)
- Yuanyuan Jiang
- College of Chemistry
- Sichuan University
- Chengdu
- P. R. China
| | - Yuan Yuan
- College of Management
- Southwest University for Nationalities
- Chengdu 610064
- P. R. China
| | - Xi Zhang
- College of Chemistry
- Sichuan University
- Chengdu
- P. R. China
| | - Tao Liang
- College of Chemistry
- Sichuan University
- Chengdu
- P. R. China
| | - Yanzhi Guo
- College of Chemistry
- Sichuan University
- Chengdu
- P. R. China
| | - Menglong Li
- College of Chemistry
- Sichuan University
- Chengdu
- P. R. China
| | - Xumei Pu
- College of Chemistry
- Sichuan University
- Chengdu
- P. R. China
| |
Collapse
|
38
|
Progress toward rationally designed small-molecule peptide and peptidomimetic CXCR4 antagonists. Future Med Chem 2015; 7:1261-83. [DOI: 10.4155/fmc.15.64] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Over the last 5 years, X-ray structures of CXCR4 in complex with three different ligands (the small-molecule antagonist IT1t, the polypeptide antagonist CVX15 and the viral chemokine antagonist vMIP-II) have been released. In addition to the inherent scientific value of these specific X-ray structures, they provide a reliable structural foundation for studies of the molecular interactions between CXCR4 and its key peptide ligands (CXCL12 and HIV-1 gp120), and serve as valuable templates for further development of small-molecule CXCR4 antagonists with therapeutic potential. We here review recent computational studies of the molecular interactions between CXCR4 and its peptide ligands – based on the X-ray structures of CXCR4 – and the current status of small-molecule peptide and peptidomimetic CXCR4 antagonists.
Collapse
|
39
|
Kufareva I, Salanga CL, Handel TM. Chemokine and chemokine receptor structure and interactions: implications for therapeutic strategies. Immunol Cell Biol 2015; 93:372-83. [PMID: 25708536 DOI: 10.1038/icb.2015.15] [Citation(s) in RCA: 143] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2015] [Revised: 01/09/2015] [Accepted: 01/09/2015] [Indexed: 12/15/2022]
Abstract
The control of cell migration by chemokines involves interactions with two types of receptors: seven transmembrane chemokine-type G protein-coupled receptors and cell surface or extracellular matrix-associated glycosaminoglycans. Coordinated interaction of chemokines with both types of receptors is required for directional migration of cells in numerous physiological and pathological processes. Accumulated structural information, culminating most recently in the structure of a chemokine receptor in complex with a chemokine, has led to a view where chemokine oligomers bind to glycosaminoglycans through epitopes formed when chemokine subunits come together, while chemokine monomers bind to receptors in a pseudo two-step mechanism of receptor activation. Exploitation of this structural knowledge has and will continue to provide important information for therapeutic strategies, as described in this review.
Collapse
Affiliation(s)
- Irina Kufareva
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Catherina L Salanga
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA
| | - Tracy M Handel
- Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, La Jolla, CA, USA
| |
Collapse
|
40
|
Díaz N, Suárez D. Extensive Simulations of the Full-Length Matrix Metalloproteinase-2 Enzyme in a Prereactive Complex with a Collagen Triple-Helical Peptide. Biochemistry 2015; 54:1243-58. [DOI: 10.1021/bi501014w] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Natalia Díaz
- Departamento
de Química
Física y Analítica, Universidad de Oviedo, Julián
Clavería 8, Oviedo, Asturias, 33006 Spain
| | - Dimas Suárez
- Departamento
de Química
Física y Analítica, Universidad de Oviedo, Julián
Clavería 8, Oviedo, Asturias, 33006 Spain
| |
Collapse
|
41
|
Wu CH, Wang CJ, Chang CP, Cheng YC, Song JS, Jan JJ, Chou MC, Ke YY, Ma J, Wong YC, Hsieh TC, Tien YC, Gullen EA, Lo CF, Cheng CY, Liu YW, Sadani AA, Tsai CH, Hsieh HP, Tsou LK, Shia KS. Function-oriented development of CXCR4 antagonists as selective human immunodeficiency virus (HIV)-1 entry inhibitors. J Med Chem 2015; 58:1452-65. [PMID: 25584630 DOI: 10.1021/jm501772w] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Motivated by the pivotal role of CXCR4 as an HIV entry co-receptor, we herein report a de novo hit-to-lead effort on the identification of subnanomolar purine-based CXCR4 antagonists against HIV-1 infection. Compound 24, with an EC50 of 0.5 nM against HIV-1 entry into host cells and an IC50 of 16.4 nM for inhibition of radioligand stromal-derived factor-1α (SDF-1α) binding to CXCR4, was also found to be highly selective against closely related chemokine receptors. We rationalized that compound 24 complementarily interacted with the critical CXCR4 residues that are essential for binding to HIV-1 gp120 V3 loop and subsequent viral entry. Compound 24 showed a 130-fold increase in anti-HIV activity compared to that of the marketed CXCR4 antagonist, AMD3100 (Plerixafor), whereas both compounds exhibited similar potency in mobilization of CXCR4(+)/CD34(+) stem cells at a high dose. Our study offers insight into the design of anti-HIV therapeutics devoid of major interference with SDF-1α function.
Collapse
Affiliation(s)
- Chien-Huang Wu
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes , Miaoli County 35053, Taiwan, R.O.C
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
42
|
Ferrell D, Giunta B. The impact of HIV-1 on neurogenesis: implications for HAND. Cell Mol Life Sci 2014; 71:4387-92. [PMID: 25134912 DOI: 10.1007/s00018-014-1702-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2014] [Revised: 07/17/2014] [Accepted: 07/23/2014] [Indexed: 12/15/2022]
Abstract
HIV-1 infection, in addition to its destructive effects on the immune system, plays a role in the development of neurocognitive deficits. Indeed up to 50% of long-term HIV infected patients suffer from HIV-associated neurocognitive disorders (HAND). These deficits have been well characterized and defined clinically according to a number of cognitive parameters. HAND is often accompanied by atrophy of the brain including inhibition of neurogenesis, especially in the hippocampus. Many mechanisms have been proposed as contributing factors to HAND including induction of oxidative stress in the central nervous system (CNS), chronic microglial-mediated neuroinflammation, amyloid-beta (Aβ) deposition, hyperphosphorylated tau protein, and toxic effects of combination antiretroviral therapy (cART). In these review we focus solely on recent experimental evidence suggesting that disturbance by HIV-1 results in impairment of neurogenesis as one contributing factor to HAND. Impaired neurogenesis has been linked to cognitive deficits and other neurodegenerative disorders. This article will highlight recently identified pathological mechanisms which potentially contribute to the development of impaired neurogenesis by HIV-1 or HIV-1-associated proteins from both animal and human studies.
Collapse
Affiliation(s)
- Darren Ferrell
- Laboratory of Neuroimmunology, Department of Psychiatry and Behavioral Neurosciences, University of South Florida, Morsani College of Medicine, Tampa, FL, 33613, USA,
| | | |
Collapse
|
43
|
Tamamis P, Kieslich CA, Nikiforovich GV, Woodruff TM, Morikis D, Archontis G. Insights into the mechanism of C5aR inhibition by PMX53 via implicit solvent molecular dynamics simulations and docking. BMC BIOPHYSICS 2014; 7:5. [PMID: 25170421 PMCID: PMC4141665 DOI: 10.1186/2046-1682-7-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2014] [Accepted: 06/30/2014] [Indexed: 01/31/2023]
Abstract
Background The complement protein C5a acts by primarily binding and activating the G-protein coupled C5a receptor C5aR (CD88), and is implicated in many inflammatory diseases. The cyclic hexapeptide PMX53 (sequence Ace-Phe-[Orn-Pro-dCha-Trp-Arg]) is a full C5aR antagonist of nanomolar potency, and is widely used to study C5aR function in disease. Results We construct for the first time molecular models for the C5aR:PMX53 complex without the a priori use of experimental constraints, via a computational framework of molecular dynamics (MD) simulations, docking, conformational clustering and free energy filtering. The models agree with experimental data, and are used to propose important intermolecular interactions contributing to binding, and to develop a hypothesis for the mechanism of PMX53 antagonism. Conclusion This work forms the basis for the design of improved C5aR antagonists, as well as for atomic-detail mechanistic studies of complement activation and function. Our computational framework can be widely used to develop GPCR-ligand structural models in membrane environments, peptidomimetics and other chemical compounds with potential clinical use.
Collapse
Affiliation(s)
- Phanourios Tamamis
- Department of Physics, University of Cyprus, PO 20537, CY1678 Nicosia, Cyprus
| | - Chris A Kieslich
- Department of Bioengineering, University of California, Riverside, CA 92521, USA
| | | | - Trent M Woodruff
- School of Biomedical Sciences, the University of Queensland, St Lucia 4072, Australia
| | - Dimitrios Morikis
- Department of Bioengineering, University of California, Riverside, CA 92521, USA
| | - Georgios Archontis
- Department of Physics, University of Cyprus, PO 20537, CY1678 Nicosia, Cyprus
| |
Collapse
|
44
|
Elucidating a key anti-HIV-1 and cancer-associated axis: the structure of CCL5 (Rantes) in complex with CCR5. Sci Rep 2014; 4:5447. [PMID: 24965094 PMCID: PMC4894430 DOI: 10.1038/srep05447] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2014] [Accepted: 06/05/2014] [Indexed: 01/01/2023] Open
Abstract
CCL5 (RANTES) is an inflammatory chemokine which binds to chemokine receptor CCR5 and induces signaling. The CCL5:CCR5 associated chemotactic signaling is of critical biological importance and is a potential HIV-1 therapeutic axis. Several studies provided growing evidence for the expression of CCL5 and CCR5 in non-hematological malignancies. Therefore, the delineation of the CCL5:CCR5 complex structure can pave the way for novel CCR5-targeted drugs. We employed a computational protocol which is primarily based on free energy calculations and molecular dynamics simulations, and report, what is to our knowledge, the first computationally derived CCL5:CCR5 complex structure which is in excellent agreement with experimental findings and clarifies the functional role of CCL5 and CCR5 residues which are associated with binding and signaling. A wealth of polar and non-polar interactions contributes to the tight CCL5:CCR5 binding. The structure of an HIV-1 gp120 V3 loop in complex with CCR5 has recently been derived through a similar computational protocol. A comparison between the CCL5 : CCR5 and the HIV-1 gp120 V3 loop : CCR5 complex structures depicts that both the chemokine and the virus primarily interact with the same CCR5 residues. The present work provides insights into the blocking mechanism of HIV-1 by CCL5.
Collapse
|
45
|
Hansen N, van Gunsteren WF. Practical Aspects of Free-Energy Calculations: A Review. J Chem Theory Comput 2014; 10:2632-47. [PMID: 26586503 DOI: 10.1021/ct500161f] [Citation(s) in RCA: 289] [Impact Index Per Article: 28.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Free-energy calculations in the framework of classical molecular dynamics simulations are nowadays used in a wide range of research areas including solvation thermodynamics, molecular recognition, and protein folding. The basic components of a free-energy calculation, that is, a suitable model Hamiltonian, a sampling protocol, and an estimator for the free energy, are independent of the specific application. However, the attention that one has to pay to these components depends considerably on the specific application. Here, we review six different areas of application and discuss the relative importance of the three main components to provide the reader with an organigram and to make nonexperts aware of the many pitfalls present in free energy calculations.
Collapse
Affiliation(s)
- Niels Hansen
- Institute of Thermodynamics and Thermal Process Engineering, University of Stuttgart , D-70569 Stuttgart, Germany.,Laboratory of Physical Chemistry, Swiss Federal Institute of Technology, ETH , CH-8093 Zürich, Switzerland
| | - Wilfred F van Gunsteren
- Laboratory of Physical Chemistry, Swiss Federal Institute of Technology, ETH , CH-8093 Zürich, Switzerland
| |
Collapse
|
46
|
Tamamis P, Floudas CA. Molecular recognition of CCR5 by an HIV-1 gp120 V3 loop. PLoS One 2014; 9:e95767. [PMID: 24763408 PMCID: PMC3999033 DOI: 10.1371/journal.pone.0095767] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2014] [Accepted: 03/29/2014] [Indexed: 12/04/2022] Open
Abstract
The binding of protein HIV-1 gp120 to coreceptors CCR5 or CXCR4 is a key step of the HIV-1 entry to the host cell, and is predominantly mediated through the V3 loop fragment of HIV-1 gp120. In the present work, we delineate the molecular recognition of chemokine receptor CCR5 by a dual tropic HIV-1 gp120 V3 loop, using a comprehensive set of computational tools predominantly based on molecular dynamics simulations and free energy calculations. We report, what is to our knowledge, the first complete HIV-1 gp120 V3 loop : CCR5 complex structure, which includes the whole V3 loop and the N-terminus of CCR5, and exhibits exceptional agreement with previous experimental findings. The computationally derived structure sheds light into the functional role of HIV-1 gp120 V3 loop and CCR5 residues associated with the HIV-1 coreceptor activity, and provides insights into the HIV-1 coreceptor selectivity and the blocking mechanism of HIV-1 gp120 by maraviroc. By comparing the binding of the specific dual tropic HIV-1 gp120 V3 loop with CCR5 and CXCR4, we observe that the HIV-1 gp120 V3 loop residues 13-21, which include the tip, share nearly identical structural and energetic properties in complex with both coreceptors. This result paves the way for the design of dual CCR5/CXCR4 targeted peptides as novel potential anti-AIDS therapeutics.
Collapse
Affiliation(s)
- Phanourios Tamamis
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey, United States of America
| | - Christodoulos A. Floudas
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey, United States of America
| |
Collapse
|
47
|
Tamamis P, Floudas CA. Elucidating a key component of cancer metastasis: CXCL12 (SDF-1α) binding to CXCR4. J Chem Inf Model 2014; 54:1174-88. [PMID: 24660779 PMCID: PMC4004218 DOI: 10.1021/ci500069y] [Citation(s) in RCA: 45] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
![]()
The chemotactic signaling induced
by the binding of chemokine CXCL12
(SDF-1α) to chemokine receptor CXCR4 is of significant biological
importance and is a potential therapeutic axis against HIV-1. However,
as CXCR4 is overexpressed in certain cancer cells, the CXCL12:CXCR4
signaling is involved in tumor metastasis, progression, angiogenesis,
and survival. Motivated by the pivotal role of the CXCL12:CXCR4 axis
in cancer, we employed a comprehensive set of computational tools,
predominantly based on free energy calculations and molecular dynamics
simulations, to obtain insights into the molecular recognition of
CXCR4 by CXCL12. We report, what is to our knowledge, the first computationally
derived CXCL12:CXCR4 complex structure which is in remarkable agreement
with experimental findings and sheds light into the functional role
of CXCL12 and CXCR4 residues which are associated with binding and
signaling. Our results reveal that the CXCL12 N-terminal domain is
firmly bound within the CXCR4 transmembrane domain, and the central
24–50 residue domain of CXCL12 interacts with the upper N-terminal
domain of CXCR4. The stability of the CXCL12:CXCR4 complex structure
is attributed to an abundance of nonpolar and polar intermolecular
interactions, including salt bridges formed between positively charged
CXCL12 residues and negatively charged CXCR4 residues. The success
of the computational protocol can mainly be attributed to the nearly
exhaustive docking conformational search, as well as the heterogeneous
dielectric implicit water-membrane-water model used to simulate and
select the optimum conformations. We also recently utilized this protocol
to elucidate the binding of an HIV-1 gp120 V3 loop in complex with
CXCR4, and a comparison between the molecular recognition of CXCR4
by CXCL12 and the HIV-1 gp120 V3 loop shows that both CXCL12 and the
HIV-1 gp120 V3 loop share the same CXCR4 binding pocket, as they mostly
interact with the same CXCR4 residues.
Collapse
Affiliation(s)
- Phanourios Tamamis
- Department of Chemical and Biological Engineering, Princeton University , New Jersey 08544, United States
| | | |
Collapse
|
48
|
Tamamis P, Terzaki K, Kassinopoulos M, Mastrogiannis L, Mossou E, Forsyth VT, Mitchell EP, Mitraki A, Archontis G. Self-Assembly of an Aspartate-Rich Sequence from the Adenovirus Fiber Shaft: Insights from Molecular Dynamics Simulations and Experiments. J Phys Chem B 2014; 118:1765-74. [DOI: 10.1021/jp409988n] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Phanourios Tamamis
- Department
of Physics, University of Cyprus, 75 Kallipoleos Street, CY1678 Nicosia, Cyprus
| | - Konstantina Terzaki
- Department
of Materials Science and Technology, University of Crete, P.O. Box 2208, GR-71003 Heraklion, Crete, Greece
- Institute for Electronic Structure and Laser, FORTH, P.O. Box 1527, GR-71110 Heraklion, Greece
| | - Michalis Kassinopoulos
- Department
of Physics, University of Cyprus, 75 Kallipoleos Street, CY1678 Nicosia, Cyprus
| | - Lefteris Mastrogiannis
- Department
of Materials Science and Technology, University of Crete, P.O. Box 2208, GR-71003 Heraklion, Crete, Greece
- Institute for Electronic Structure and Laser, FORTH, P.O. Box 1527, GR-71110 Heraklion, Greece
| | - Estelle Mossou
- EPSAM/ISTM, Keele University, Keele, Staffordshire ST5
5BG, United Kingdom
- Partnership
for Structural Biology, Institut Laue Langevin, 6 rue Jules Horowitz, 38042 Grenoble Cedex 9, France
| | - V. Trevor Forsyth
- EPSAM/ISTM, Keele University, Keele, Staffordshire ST5
5BG, United Kingdom
- Partnership
for Structural Biology, Institut Laue Langevin, 6 rue Jules Horowitz, 38042 Grenoble Cedex 9, France
| | - Edward P. Mitchell
- Partnership
for Structural Biology, Institut Laue Langevin, 6 rue Jules Horowitz, 38042 Grenoble Cedex 9, France
- European Synchrotron Radiation Facility, 6 rue Jules Horowitz, 38043 Grenoble Cedex 9, France
| | - Anna Mitraki
- Department
of Materials Science and Technology, University of Crete, P.O. Box 2208, GR-71003 Heraklion, Crete, Greece
- Institute for Electronic Structure and Laser, FORTH, P.O. Box 1527, GR-71110 Heraklion, Greece
| | - Georgios Archontis
- Department
of Physics, University of Cyprus, 75 Kallipoleos Street, CY1678 Nicosia, Cyprus
| |
Collapse
|