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Duffey M, Shafer RW, Timm J, Burrows JN, Fotouhi N, Cockett M, Leroy D. Combating antimicrobial resistance in malaria, HIV and tuberculosis. Nat Rev Drug Discov 2024; 23:461-479. [PMID: 38750260 DOI: 10.1038/s41573-024-00933-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/15/2024] [Indexed: 06/07/2024]
Abstract
Antimicrobial resistance poses a significant threat to the sustainability of effective treatments against the three most prevalent infectious diseases: malaria, human immunodeficiency virus (HIV) infection and tuberculosis. Therefore, there is an urgent need to develop novel drugs and treatment protocols capable of reducing the emergence of resistance and combating it when it does occur. In this Review, we present an overview of the status and underlying molecular mechanisms of drug resistance in these three diseases. We also discuss current strategies to address resistance during the research and development of next-generation therapies. These strategies vary depending on the infectious agent and the array of resistance mechanisms involved. Furthermore, we explore the potential for cross-fertilization of knowledge and technology among these diseases to create innovative approaches for minimizing drug resistance and advancing the discovery and development of new anti-infective treatments. In conclusion, we advocate for the implementation of well-defined strategies to effectively mitigate and manage resistance in all interventions against infectious diseases.
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Affiliation(s)
- Maëlle Duffey
- Medicines for Malaria Venture (MMV), R&D Department/Drug Discovery, ICC, Geneva, Switzerland
- The Global Antibiotic Research & Development Partnership, Geneva, Switzerland
| | - Robert W Shafer
- Department of Medicine/Infectious Diseases, Stanford University, Palo Alto, CA, USA
| | | | - Jeremy N Burrows
- Medicines for Malaria Venture (MMV), R&D Department/Drug Discovery, ICC, Geneva, Switzerland
| | | | | | - Didier Leroy
- Medicines for Malaria Venture (MMV), R&D Department/Drug Discovery, ICC, Geneva, Switzerland.
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2
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Sanna C, D’Abrosca B, Fiorentino A, Giammarino F, Vicenti I, Corona A, Caredda A, Tramontano E, Esposito F. HIV-1 Integrase Inhibition Activity by Spiroketals Derived from Plagius flosculosus, an Endemic Plant of Sardinia (Italy) and Corsica (France). Pharmaceuticals (Basel) 2023; 16:1118. [PMID: 37631033 PMCID: PMC10457970 DOI: 10.3390/ph16081118] [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: 07/13/2023] [Revised: 07/28/2023] [Accepted: 08/03/2023] [Indexed: 08/27/2023] Open
Abstract
In this work we investigated, for the first time, the effect of Plagius flosculosus (L.) Alavi & Heywood, a Sardinian-Corsican endemic plant, on HIV-1 integrase (IN) activity. The phytochemical analysis of the leaves chloroform extract led us to isolate and characterize three compounds (SPK1, SPK2, and SPK3) belonging to the spiroketals, a group of naturally occurring metabolites of phytochemical relevance with interesting biological properties. Due to their structural diversity, these cyclic ketals have attracted the interest of chemists and biologists. SPK1, SPK2, and SPK3 were evaluated here for their ability to inhibit HIV-1 integrase activity in biochemical assays. The results showed that all the compounds inhibited HIV-1 IN activity. In particular, the most active one was SPK3, which interfered in a low molecular range (IC50 of 1.46 ± 0.16 µM) with HIV-1 IN activity in the presence/absence of the LEDGF cellular cofactor. To investigate the mechanism of action, the three spiroketals were also tested on HIV-1 RT-associated Ribonuclease H (RNase H) activity, proving to be active in inhibiting this function. Although SPK3 was unable to inhibit viral replication in cell culture, it promoted the IN multimerization. We hypothesize that SPK3 inhibited HIV-1 IN through an allosteric mechanism of action.
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Affiliation(s)
- Cinzia Sanna
- Department of Life and Environmental Sciences, University of Cagliari, Via Sant’Ignazio da Laconi 13, 09123 Cagliari, Italy;
| | - Brigida D’Abrosca
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies, DiSTABiF University of Campania Luigi Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy;
| | - Antonio Fiorentino
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies, DiSTABiF University of Campania Luigi Vanvitelli, Via Vivaldi 43, 81100 Caserta, Italy;
| | - Federica Giammarino
- Department of Medical Biotechnologies, University of Siena, Viale Bracci 16, 53100 Siena, Italy; (F.G.); (I.V.)
| | - Ilaria Vicenti
- Department of Medical Biotechnologies, University of Siena, Viale Bracci 16, 53100 Siena, Italy; (F.G.); (I.V.)
| | - Angela Corona
- Department of Life and Environmental Sciences, University of Cagliari, Cittadella Universitaria di Monserrato, SS554, 09042 Monserrato, Italy; (A.C.); (A.C.); (E.T.)
| | - Alessia Caredda
- Department of Life and Environmental Sciences, University of Cagliari, Cittadella Universitaria di Monserrato, SS554, 09042 Monserrato, Italy; (A.C.); (A.C.); (E.T.)
| | - Enzo Tramontano
- Department of Life and Environmental Sciences, University of Cagliari, Cittadella Universitaria di Monserrato, SS554, 09042 Monserrato, Italy; (A.C.); (A.C.); (E.T.)
| | - Francesca Esposito
- Department of Life and Environmental Sciences, University of Cagliari, Cittadella Universitaria di Monserrato, SS554, 09042 Monserrato, Italy; (A.C.); (A.C.); (E.T.)
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Bonnard D, Le Rouzic E, Singer MR, Yu Z, Le Strat F, Batisse C, Batisse J, Amadori C, Chasset S, Pye VE, Emiliani S, Ledoussal B, Ruff M, Moreau F, Cherepanov P, Benarous R. Biological and Structural Analyses of New Potent Allosteric Inhibitors of HIV-1 Integrase. Antimicrob Agents Chemother 2023; 67:e0046223. [PMID: 37310224 PMCID: PMC10353390 DOI: 10.1128/aac.00462-23] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2023] [Accepted: 05/08/2023] [Indexed: 06/14/2023] Open
Abstract
HIV-1 integrase-LEDGF allosteric inhibitors (INLAIs) share the binding site on the viral protein with the host factor LEDGF/p75. These small molecules act as molecular glues promoting hyper-multimerization of HIV-1 IN protein to severely perturb maturation of viral particles. Herein, we describe a new series of INLAIs based on a benzene scaffold that display antiviral activity in the single digit nanomolar range. Akin to other compounds of this class, the INLAIs predominantly inhibit the late stages of HIV-1 replication. A series of high-resolution crystal structures revealed how these small molecules engage the catalytic core and the C-terminal domains of HIV-1 IN. No antagonism was observed between our lead INLAI compound BDM-2 and a panel of 16 clinical antiretrovirals. Moreover, we show that compounds retained high antiviral activity against HIV-1 variants resistant to IN strand transfer inhibitors and other classes of antiretroviral drugs. The virologic profile of BDM-2 and the recently completed single ascending dose phase I trial (ClinicalTrials.gov identifier: NCT03634085) warrant further clinical investigation for use in combination with other antiretroviral drugs. Moreover, our results suggest routes for further improvement of this emerging drug class.
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Affiliation(s)
| | | | - Matthew R. Singer
- Chromatin Structure and Mobile DNA Laboratory, Francis Crick Institute, London, United Kingdom
| | - Zhe Yu
- Chromatin Structure and Mobile DNA Laboratory, Francis Crick Institute, London, United Kingdom
| | | | - Claire Batisse
- IGBMC, INSERM, CNRS, Université de Strasbourg, Illkirch, France
| | - Julien Batisse
- IGBMC, INSERM, CNRS, Université de Strasbourg, Illkirch, France
| | - Céline Amadori
- Biodim, Romainville, France
- Université Paris Cité, Institut Cochin, INSERM, CNRS, Paris, France
| | | | - Valerie E. Pye
- Chromatin Structure and Mobile DNA Laboratory, Francis Crick Institute, London, United Kingdom
| | | | | | - Marc Ruff
- IGBMC, INSERM, CNRS, Université de Strasbourg, Illkirch, France
| | | | - Peter Cherepanov
- Chromatin Structure and Mobile DNA Laboratory, Francis Crick Institute, London, United Kingdom
- Department of Infectious Disease, St. Mary's Campus, Imperial College London, London, United Kingdom
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4
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Masters MR, Mahmoud AH, Wei Y, Lill MA. Deep Learning Model for Efficient Protein-Ligand Docking with Implicit Side-Chain Flexibility. J Chem Inf Model 2023; 63:1695-1707. [PMID: 36916514 DOI: 10.1021/acs.jcim.2c01436] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Protein-ligand docking is an essential tool in structure-based drug design with applications ranging from virtual high-throughput screening to pose prediction for lead optimization. Most docking programs for pose prediction are optimized for redocking to an existing cocrystallized protein structure, ignoring protein flexibility. In real-world drug design applications, however, protein flexibility is an essential feature of the ligand-binding process. Flexible protein-ligand docking still remains a significant challenge to computational drug design. To target this challenge, we present a deep learning (DL) model for flexible protein-ligand docking based on the prediction of an intermolecular Euclidean distance matrix (EDM), making the typical use of iterative search algorithms obsolete. The model was trained on a large-scale data set of protein-ligand complexes and evaluated on independent test sets. Our model generates high quality poses for a diverse set of protein and ligand structures and outperforms comparable docking methods.
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Affiliation(s)
- Matthew R Masters
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Amr H Mahmoud
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Yao Wei
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
| | - Markus A Lill
- Department of Pharmaceutical Sciences, University of Basel, Klingelbergstrasse 50, 4056 Basel, Switzerland
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5
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Singer MR, Dinh T, Levintov L, Annamalai AS, Rey JS, Briganti L, Cook NJ, Pye VE, Taylor IA, Kim K, Engelman AN, Kim B, Perilla JR, Kvaratskhelia M, Cherepanov P. The Drug-Induced Interface That Drives HIV-1 Integrase Hypermultimerization and Loss of Function. mBio 2023; 14:e0356022. [PMID: 36744954 PMCID: PMC9973045 DOI: 10.1128/mbio.03560-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 01/03/2023] [Indexed: 02/07/2023] Open
Abstract
Allosteric HIV-1 integrase (IN) inhibitors (ALLINIs) are an emerging class of small molecules that disrupt viral maturation by inducing the aberrant multimerization of IN. Here, we present cocrystal structures of HIV-1 IN with two potent ALLINIs, namely, BI-D and the drug candidate Pirmitegravir. The structures reveal atomistic details of the ALLINI-induced interface between the HIV-1 IN catalytic core and carboxyl-terminal domains (CCD and CTD). Projecting from their principal binding pocket on the IN CCD dimer, the compounds act as molecular glue by engaging a triad of invariant HIV-1 IN CTD residues, namely, Tyr226, Trp235, and Lys266, to nucleate the CTD-CCD interaction. The drug-induced interface involves the CTD SH3-like fold and extends to the beginning of the IN carboxyl-terminal tail region. We show that mutations of HIV-1 IN CTD residues that participate in the interface with the CCD greatly reduce the IN-aggregation properties of Pirmitegravir. Our results explain the mechanism of the ALLINI-induced condensation of HIV-1 IN and provide a reliable template for the rational development of this series of antiretrovirals through the optimization of their key contacts with the viral target. IMPORTANCE Despite the remarkable success of combination antiretroviral therapy, HIV-1 remains among the major causes of human suffering and loss of life in poor and developing nations. To prevail in this drawn-out battle with the pandemic, it is essential to continue developing advanced antiviral agents to fight drug resistant HIV-1 variants. Allosteric integrase inhibitors (ALLINIs) are an emerging class of HIV-1 antagonists that are orthogonal to the current antiretroviral drugs. These small molecules act as highly specific molecular glue, which triggers the aggregation of HIV-1 integrase. In this work, we present high-resolution crystal structures that reveal the crucial interactions made by two potent ALLINIs, namely, BI-D and Pirmitegravir, with HIV-1 integrase. Our results explain the mechanism of drug action and will inform the development of this promising class of small molecules for future use in antiretroviral regimens.
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Affiliation(s)
- Matthew R. Singer
- Chromatin Structure & Mobile DNA Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Tung Dinh
- Division of Infectious Diseases, School of Medicine, University of Colorado, Aurora, Colorado, USA
| | - Lev Levintov
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware, USA
| | - Arun S. Annamalai
- Division of Infectious Diseases, School of Medicine, University of Colorado, Aurora, Colorado, USA
| | - Juan S. Rey
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware, USA
| | - Lorenzo Briganti
- Division of Infectious Diseases, School of Medicine, University of Colorado, Aurora, Colorado, USA
| | - Nicola J. Cook
- Chromatin Structure & Mobile DNA Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Valerie E. Pye
- Chromatin Structure & Mobile DNA Laboratory, The Francis Crick Institute, London, United Kingdom
| | - Ian A. Taylor
- Macromolecular Structure Laboratory, The Francis Crick Institute, London, United Kingdom
| | | | - Alan N. Engelman
- Department of Cancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Baek Kim
- Center for Drug Discovery, Children’s Healthcare of Atlanta, Atlanta, Georgia, USA
- Department of Pediatrics, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Juan R. Perilla
- Department of Chemistry and Biochemistry, University of Delaware, Newark, Delaware, USA
| | - Mamuka Kvaratskhelia
- Division of Infectious Diseases, School of Medicine, University of Colorado, Aurora, Colorado, USA
| | - Peter Cherepanov
- Chromatin Structure & Mobile DNA Laboratory, The Francis Crick Institute, London, United Kingdom
- Department of Infectious Disease, St-Mary's Campus, Imperial College London, London, United Kingdom
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6
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Bobko MA, Elward JM, Naidu BN, Nieves-Quinones YE, Reiher CA, Su Q, Sun L, Woodard J, Xie S, Yang W, Yin Y. Expeditious Synthesis of a Potent Allosteric HIV-1 Integrase Inhibitor GSK3839919A. Org Process Res Dev 2023. [DOI: 10.1021/acs.oprd.2c00343] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Affiliation(s)
- Mark A. Bobko
- Drug Substance Development, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Jennifer M. Elward
- Molecular Design, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | | | - Yexenia E. Nieves-Quinones
- Drug Substance Development, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Christopher A. Reiher
- Drug Substance Development, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Qiaogong Su
- Drug Substance Development, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Liang Sun
- Chemistry Service Unit, WuXi AppTec Co., Ltd., 168 Nanhai Road, Tianjin 300457, People’s Republic of China
| | - John Woodard
- Drug Substance Development, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Shiping Xie
- Drug Substance Development, GSK, 1250 South Collegeville Road, Collegeville, Pennsylvania 19426, United States
| | - Wuxing Yang
- Chemistry Service Unit, WuXi AppTec Co., Ltd., 168 Nanhai Road, Tianjin 300457, People’s Republic of China
| | - Yunxing Yin
- Chemistry Service Unit, WuXi AppTec Co., Ltd., 168 Nanhai Road, Tianjin 300457, People’s Republic of China
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7
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Allosteric Integrase Inhibitor Influences on HIV-1 Integration and Roles of LEDGF/p75 and HDGFL2 Host Factors. Viruses 2022; 14:v14091883. [PMID: 36146690 PMCID: PMC9502684 DOI: 10.3390/v14091883] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Revised: 08/11/2022] [Accepted: 08/24/2022] [Indexed: 02/01/2023] Open
Abstract
Allosteric integrase (IN) inhibitors (ALLINIs), which are promising preclinical compounds that engage the lens epithelium-derived growth factor (LEDGF)/p75 binding site on IN, can inhibit different aspects of human immunodeficiency virus 1 (HIV-1) replication. During the late phase of replication, ALLINIs induce aberrant IN hyper-multimerization, the consequences of which disrupt IN binding to genomic RNA and virus particle morphogenesis. During the early phase of infection, ALLINIs can suppress HIV-1 integration into host genes, which is also observed in LEDGF/p75-depelted cells. Despite this similarity, the roles of LEDGF/p75 and its paralog hepatoma-derived growth factor like 2 (HDGFL2) in ALLINI-mediated integration retargeting are untested. Herein, we mapped integration sites in cells knocked out for LEDGF/p75, HDGFL2, or both factors, which revealed that these two proteins in large part account for ALLINI-mediated integration retargeting during the early phase of infection. We also determined that ALLINI-treated viruses are defective during the subsequent round of infection for integration into genes associated with speckle-associated domains, which are naturally highly targeted for HIV-1 integration. Class II IN mutant viruses with alterations distal from the LEDGF/p75 binding site moreover shared this integration retargeting phenotype. Altogether, our findings help to inform the molecular bases and consequences of ALLINI action.
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Parcella K, Patel M, Tu Y, Eastman K, Peese K, Gillis E, Belema M, Dicker IB, McAuliffe B, Ding B, Falk P, Simmermacher J, Parker DD, Sivaprakasam P, Khan JA, Kish K, Lewis H, Hanumegowda U, Jenkins S, Kadow JF, Krystal M, Meanwell NA, Naidu BN. Scaffold modifications to the 4-(4,4-dimethylpiperidinyl) 2,6-dimethylpyridinyl class of HIV-1 allosteric integrase inhibitors. Bioorg Med Chem 2022; 67:116833. [PMID: 35605346 DOI: 10.1016/j.bmc.2022.116833] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 05/12/2022] [Accepted: 05/13/2022] [Indexed: 11/17/2022]
Abstract
Allosteric integrase inhibitors (ALLINIs) of HIV-1 may hold promise as a novel mechanism for HIV therapeutics and cure. Scaffold modifications to the 4-(4,4-dimethylpiperidinyl) 2,6-dimethylpyridinyl class of ALLINIs provided a series of potent compounds with differentiated 5/6 fused ring systems. Notably, inhibitors containing the 1,2,4-triazolopyridine and imidazopyridine core exhibited single digit nM antiviral potency and low to moderate clearance after intravenous (IV) dosing in rat pharmacokinetic (PK) studies. The 1,2,4-triazolopyridines showed a higher oral exposure when compared to the imidazopyridines. Further modifications to the C5 substituent of the 1,2,4-triazolopyridines resulted in a new lead compound, which had improved rat IV/PO PK compared to the former lead compound GSK3739936, while maintaining antiviral potency. Structure-activity relationships (SAR) and rat pharmacokinetic profiles of this series are discussed.
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Affiliation(s)
- Kyle Parcella
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA.
| | - Manoj Patel
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Yong Tu
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | - Kyle Eastman
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | - Kevin Peese
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Eric Gillis
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Makonen Belema
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | - Ira B Dicker
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Brian McAuliffe
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Bo Ding
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Paul Falk
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | | | - Dawn D Parker
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Prasanna Sivaprakasam
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | - Javed A Khan
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | - Kevin Kish
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | - Hal Lewis
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
| | | | - Susan Jenkins
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - John F Kadow
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Mark Krystal
- ViiV Healthcare, 36 East Industrial Road, Branford, CT 06405, USA
| | - Nicholas A Meanwell
- Bristol Myers Squibb Research and Early Development, PO Box 4000, Princeton, NJ 08543-4000, USA(1)
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