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Suzuki S, Kuroda M, Aoki K, Kawaji K, Hiramatsu Y, Sasano M, Nishiyama A, Murayama K, Kodama EN, Oishi S, Hayashi H. Helix-based screening with structure prediction using artificial intelligence has potential for the rapid development of peptide inhibitors targeting class I viral fusion. RSC Chem Biol 2024; 5:131-140. [PMID: 38333196 PMCID: PMC10849125 DOI: 10.1039/d3cb00166k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Accepted: 11/04/2023] [Indexed: 02/10/2024] Open
Abstract
The rapid development of drugs against emerging and re-emerging viruses is required to prevent future pandemics. However, inhibitors usually take a long time to optimize. Here, to improve the optimization step, we used two heptad repeats (HR) in the spike protein (S protein) of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) as a model and established a screening system for peptide-based inhibitors containing an α-helix region (SPICA). SPICA can be used to identify critical amino acid regions and evaluate the inhibitory effects of peptides as decoys. We further employed an artificial intelligence structure-prediction system (AlphaFold2) for the rapid analysis of structure-activity relationships. Here, we identified that critical amino acid regions, DVDLGD (amino acids 1163-1168 in the S protein), IQKEIDRLNE (1179-1188), and NLNESLIDL (1192-1200), played a pivotal role in SARS-CoV-2 fusion. Peptides containing these critical amino acid regions efficiently blocked viral replication. We also demonstrated that AlphaFold2 could successfully predict structures similar to the reported crystal and cryo-electron microscopy structures of the post-fusion form of the SARS-CoV-2 S protein. Notably, the predicted structures of the HR1 region and the peptide-based fusion inhibitors corresponded well with the antiviral effects of each fusion inhibitor. Thus, the combination of SPICA and AlphaFold2 is a powerful tool to design viral fusion inhibitors using only the amino-acid sequence of the fusion protein.
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Affiliation(s)
- Satoshi Suzuki
- Department of Infectious Diseases, Tohoku University Graduate School of Medicine 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Mio Kuroda
- Laboratory of Medicinal Chemistry, Kyoto Pharmaceutical University 1, Misasagi-Shichono-cho, Yamashina-ku Kyoto 607-8412 Japan
| | - Keisuke Aoki
- Laboratory of Medicinal Chemistry, Kyoto Pharmaceutical University 1, Misasagi-Shichono-cho, Yamashina-ku Kyoto 607-8412 Japan
- Graduate School of Pharmaceutical Sciences, Kyoto University Sakyo-ku Kyoto 606-8501 Japan
| | - Kumi Kawaji
- Division of Infectious Diseases, International Research Institute of Disaster Science, Tohoku University 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Yoshiki Hiramatsu
- Department of Infectious Diseases, Tohoku University Graduate School of Medicine 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Mina Sasano
- Division of Infectious Diseases, International Research Institute of Disaster Science, Tohoku University 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Akie Nishiyama
- Department of Infectious Diseases, Tohoku University Graduate School of Medicine 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Kazutaka Murayama
- Division of Biomedical Measurements and Diagnostics, Graduate School of Biomedical Engineering, Tohoku University 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Eiichi N Kodama
- Department of Infectious Diseases, Tohoku University Graduate School of Medicine 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
- Division of Infectious Diseases, International Research Institute of Disaster Science, Tohoku University 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
- Department of Infectious Disease, Graduate School of Medicine and Tohoku Medical Megabank Organization, Tohoku University 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
| | - Shinya Oishi
- Laboratory of Medicinal Chemistry, Kyoto Pharmaceutical University 1, Misasagi-Shichono-cho, Yamashina-ku Kyoto 607-8412 Japan
- Graduate School of Pharmaceutical Sciences, Kyoto University Sakyo-ku Kyoto 606-8501 Japan
| | - Hironori Hayashi
- Division of Infectious Diseases, International Research Institute of Disaster Science, Tohoku University 2-1, Seiryo-machi, Aoba-ku Sendai Miyagi 980-8575 Japan
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Chang L, Zhao J, Guo F, Ji H, Zhang L, Jiang X, Wang L. HIV-1 gp41 genetic diversity and enfuvirtide resistance-associated mutations among enfuvirtide-naïve patients in southern China. Virus Res 2020; 292:198215. [PMID: 33166562 DOI: 10.1016/j.virusres.2020.198215] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 10/23/2020] [Accepted: 10/26/2020] [Indexed: 10/23/2022]
Abstract
BACKGROUND Human immunodeficiency virus (HIV) increasing molecular diversity and emergence of drug resistant mutants remain a major concern in China. Enfuvirtide (ENF/T-20) is the first entry inhibitor used in patients failing highly active antiretroviral therapy (HAART). However, data on HIV-1 gp41genetic diversity and primary ENF resistance-associated mutations among treatment-naïve patients in China is limited. The objective was to identify molecular diversity and ENF resistance patterns of HIV-1 in southern China, using envelope (env) gp41 sequences and bioinformatics tools, which may help optimize antiretroviral therapy. METHODS From November 2018 to January 2019, 439 blood plasma samples from ENF-naïve patients were collected from Shenzhen, Wuhan and Chongqing, of which 396 HIV env regions were sequenced and subtyped, and were performed the analysis of drug resistance-associated mutations (DRMs). RESULTS The main subtypes were circulating recombinant form (CRF) 01_AE (30.6 %) and CRF07_BC (48.7 %). CRF55_01B had been the fourth subtype in the study, and many rare CRFs were observed. Notably, CRF02_AG and CRF_BF strains typically found in Africa and US respectively were identified amongst Chinese patients. Known DRMs were detected in 27.5 % (109/396) of ENF treatment-naïve patients. One major DRM (L44 M), many secondary DRMs (including N126 K, E137 K, S138A), and lots of polymorphisms were found in the study, which have been proved to elevate resistance to ENF. CONCLUSIONS HIV-1 molecular diversity was observed in the study, which indicating that HIV-1 variability is becoming increasingly complex in southern China. A diverse set of primary DRMs discovered in this study described the serious threat to ART, which reminds us the urgent need of timely surveillance of HIV-1 viral diversity and drug resistance in China.
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Affiliation(s)
- Le Chang
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China
| | - Junpeng Zhao
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Fei Guo
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China
| | - Huimin Ji
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Lu Zhang
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Xinyi Jiang
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China
| | - Lunan Wang
- National Center for Clinical Laboratories, Beijing Hospital, National Center of Gerontology, Institute of Geriatric Medicine, Chinese Academy of Medical Sciences, Beijing, PR China; Beijing Engineering Research Center of Laboratory Medicine, Beijing Hospital, Beijing, PR China; Graduate School, Peking Union Medical College, Chinese Academy of Medical Sciences, Beijing, PR China.
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Zumla A, Chan JFW, Azhar EI, Hui DSC, Yuen KY. Coronaviruses - drug discovery and therapeutic options. Nat Rev Drug Discov 2016. [PMID: 26868298 DOI: 10.1038/nrd201537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
In humans, infections with the human coronavirus (HCoV) strains HCoV-229E, HCoV-OC43, HCoV-NL63 and HCoV-HKU1 usually result in mild, self-limiting upper respiratory tract infections, such as the common cold. By contrast, the CoVs responsible for severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), which were discovered in Hong Kong, China, in 2003, and in Saudi Arabia in 2012, respectively, have received global attention over the past 12 years owing to their ability to cause community and health-care-associated outbreaks of severe infections in human populations. These two viruses pose major challenges to clinical management because there are no specific antiviral drugs available. In this Review, we summarize the epidemiology, virology, clinical features and current treatment strategies of SARS and MERS, and discuss the discovery and development of new virus-based and host-based therapeutic options for CoV infections.
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Affiliation(s)
- Alimuddin Zumla
- Division of Infection and Immunity, University College London, and NIHR Biomedical Research Centre, UCL Hospitals NHS Foundation Trust, 307 Euston Road, London NW1 3AD, UK
| | - Jasper F W Chan
- State Key Laboratory of Emerging Infectious Diseases, Carol Yu Centre for Infection, Research Centre of Infection and Immunology, Department of Microbiology, University Pathology Building, Queen Mary Hospital, The University of Hong Kong, 102 Pokfulam Road, Pokfulam, Hong Kong Special Administrative Region of the People's Republic of China
| | - Esam I Azhar
- Special Infectious Agents Unit, King Fahd Medical Research Centre, and Medical Laboratory Technology Department, Faculty of Applied Medical Sciences, King Abdulaziz University, P.O. Box 128442, Jeddah - 21362, Kingdom of Saudi Arabia
| | - David S C Hui
- Division of Respiratory Medicine and Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Prince of Wales Hospital, 30-32 Ngan Shing Street, Shatin, New Territories, Hong Kong Special Administrative Region of the People's Republic of China
| | - Kwok-Yung Yuen
- State Key Laboratory of Emerging Infectious Diseases, Carol Yu Centre for Infection, Research Centre of Infection and Immunology, Department of Microbiology, University Pathology Building, Queen Mary Hospital, The University of Hong Kong, 102 Pokfulam Road, Pokfulam, Hong Kong Special Administrative Region of the People's Republic of China
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Nalla AK, Trobridge GD. Prospects for Foamy Viral Vector Anti-HIV Gene Therapy. Biomedicines 2016; 4:E8. [PMID: 28536375 PMCID: PMC5344253 DOI: 10.3390/biomedicines4020008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 03/18/2016] [Accepted: 03/23/2016] [Indexed: 12/22/2022] Open
Abstract
Stem cell gene therapy approaches for Human Immunodeficiency Virus (HIV) infection have been explored in clinical trials and several anti-HIV genes delivered by retroviral vectors were shown to block HIV replication. However, gammaretroviral and lentiviral based retroviral vectors have limitations for delivery of anti-HIV genes into hematopoietic stem cells (HSC). Foamy virus vectors have several advantages including efficient delivery of transgenes into HSC in large animal models, and a potentially safer integration profile. This review focuses on novel anti-HIV transgenes and the potential of foamy virus vectors for HSC gene therapy of HIV.
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Affiliation(s)
- Arun K Nalla
- Pharmaceutical Sciences, College of Pharmacy, Washington State University Spokane, Spokane, WA 99202, USA.
| | - Grant D Trobridge
- Pharmaceutical Sciences, College of Pharmacy, Washington State University Spokane, Spokane, WA 99202, USA.
- School of Molecular Biosciences, Washington State University, Pullman, WA 99164, USA.
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Zumla A, Chan JFW, Azhar EI, Hui DSC, Yuen KY. Coronaviruses - drug discovery and therapeutic options. Nat Rev Drug Discov 2016; 15:327-47. [PMID: 26868298 PMCID: PMC7097181 DOI: 10.1038/nrd.2015.37] [Citation(s) in RCA: 1184] [Impact Index Per Article: 131.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS) are examples of emerging zoonotic coronavirus infections capable of person-to-person transmission that result in large-scale epidemics with substantial effects on patient health and socioeconomic factors. Unlike patients with mild illnesses that are caused by other human-pathogenic coronaviruses, patients with SARS or MERS coronavirus infections may develop severe acute respiratory disease with multi-organ failure. The case–fatality rates of SARS and MERS are approximately 10% and 35%, respectively. Both SARS and MERS pose major clinical management challenges because there is no specific antiviral treatment that has been proven to be effective in randomized clinical trials for either infection. Substantial efforts are underway to discover new therapeutic agents for coronavirus infections. Virus-based therapies include monoclonal antibodies and antiviral peptides that target the viral spike glycoprotein, viral enzyme inhibitors, viral nucleic acid synthesis inhibitors and inhibitors of other viral structural and accessory proteins. Host-based therapies include agents that potentiate the interferon response or affect either host signalling pathways involved in viral replication or host factors utilized by coronaviruses for viral replication. The major challenges in the clinical development of novel anti-coronavirus drugs include the limited number of suitable animal models for the evaluation of potential treatments for SARS and MERS, the current absence of new SARS cases, the limited number of MERS cases — which are also predominantly geographically confined to the Middle East — as well as the lack of industrial incentives to develop antivirals for mild infections caused by other, less pathogenic coronaviruses. The continuing threat of MERS-CoV to global health 3 years after its discovery presents a golden opportunity to tackle current obstacles in the development of new anti-coronavirus drugs. A well-organized, multidisciplinary, international collaborative network consisting of clinicians, virologists and drug developers, coupled to political commitment, should be formed to carry out clinical trials using anti-coronavirus drugs that have already been shown to be safe and effective in vitro and/or in animal models, particularly lopinavir–ritonavir, interferon beta-1b and monoclonal antibodies and antiviral peptides targeting the viral spike glycoprotein.
Severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), which are caused by coronaviruses, have attracted substantial attention owing to their high mortality rates and potential to cause epidemics. Yuen and colleagues discuss progress with treatment options for these syndromes, including virus- and host-targeted drugs, and the challenges that need to be overcome in their further development. In humans, infections with the human coronavirus (HCoV) strains HCoV-229E, HCoV-OC43, HCoV-NL63 and HCoV-HKU1 usually result in mild, self-limiting upper respiratory tract infections, such as the common cold. By contrast, the CoVs responsible for severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), which were discovered in Hong Kong, China, in 2003, and in Saudi Arabia in 2012, respectively, have received global attention over the past 12 years owing to their ability to cause community and health-care-associated outbreaks of severe infections in human populations. These two viruses pose major challenges to clinical management because there are no specific antiviral drugs available. In this Review, we summarize the epidemiology, virology, clinical features and current treatment strategies of SARS and MERS, and discuss the discovery and development of new virus-based and host-based therapeutic options for CoV infections.
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Affiliation(s)
- Alimuddin Zumla
- Division of Infection and Immunity, University College London, and NIHR Biomedical Research Centre, UCL Hospitals NHS Foundation Trust, 307 Euston Road, London NW1 3AD, UK
| | - Jasper F W Chan
- State Key Laboratory of Emerging Infectious Diseases, Carol Yu Centre for Infection, Research Centre of Infection and Immunology, Department of Microbiology, University Pathology Building, Queen Mary Hospital, The University of Hong Kong, 102 Pokfulam Road, Pokfulam, Hong Kong Special Administrative Region of the People's Republic of China
| | - Esam I Azhar
- Special Infectious Agents Unit, King Fahd Medical Research Centre, and Medical Laboratory Technology Department, Faculty of Applied Medical Sciences, King Abdulaziz University, P.O. Box 128442, Jeddah - 21362, Kingdom of Saudi Arabia
| | - David S C Hui
- Division of Respiratory Medicine and Stanley Ho Centre for Emerging Infectious Diseases, The Chinese University of Hong Kong, Prince of Wales Hospital, 30-32 Ngan Shing Street, Shatin, New Territories, Hong Kong Special Administrative Region of the People's Republic of China
| | - Kwok-Yung Yuen
- State Key Laboratory of Emerging Infectious Diseases, Carol Yu Centre for Infection, Research Centre of Infection and Immunology, Department of Microbiology, University Pathology Building, Queen Mary Hospital, The University of Hong Kong, 102 Pokfulam Road, Pokfulam, Hong Kong Special Administrative Region of the People's Republic of China
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Miyamoto F, Kawaji K, Oishi S, Fujii N, Kaku M, Kodama EN. Anti-HIV-1 activity determined by β-galactosidase activity in the multinuclear activation of an indicator assay is comparable with that by a conventional focus counting method. Antivir Chem Chemother 2015; 24:77-82. [PMID: 26527820 DOI: 10.1177/2040206615614164] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Direct comparison of enzymatic and original blue cell-counting detections with the multinuclear activation of an indicator (MAGI) cells, so far, remains to be performed in parallel. Although inhibitors for reverse transcription solely inhibit the reverse transcription step, those for HIV-1 entry block syncytium formation of HIV-1-infected MAGI cells in addition to the entry (dual inhibition). It raises a concern that reduction of enzymatic activity is artificially influenced by syncytium-blocking activity of inhibitors for entry. METHODS The MAGI cells with a syncytium inducible strain, HIV-1IIIB, were used for anti-HIV activity determination both with conventional counting with X-Gal staining and measurement of chlorophenol red β-d-galactopyranoside conversion with a plate reader. RESULTS Infectivity of HIV-1 in the MAGI cells was highly correlated with both methods. In microscopic observation, small blue cells with single or a couple of nuclei were dominantly observed in the presence of inhibitors for entry, but not in the presence of those for reverse transcription. Actual anti-HIV-1 activities were comparable or moderately sensitive in the chlorophenol red β-d-galactopyranoside method. CONCLUSIONS Antiviral activities of inhibitors for entry obtained from both enzymatic and counting methods appear to be comparable, even in infection of a highly syncytia inducible HIV-1IIIB strain.
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Affiliation(s)
- Fusako Miyamoto
- Division of Miyagi Community Health Promotion, Tohoku University Graduate School of Medicine and Tohoku Medical Megabank Organization, Sendai, Japan Division of Infection Control and Laboratory Diagnostics, Department of Internal Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Kumi Kawaji
- Division of Miyagi Community Health Promotion, Tohoku University Graduate School of Medicine and Tohoku Medical Megabank Organization, Sendai, Japan Division of Infection Control and Laboratory Diagnostics, Department of Internal Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Shinya Oishi
- Graduate School of Pharmaceutical Science, Kyoto University, Kyoto, Japan
| | - Nobutaka Fujii
- Graduate School of Pharmaceutical Science, Kyoto University, Kyoto, Japan
| | - Mitsuo Kaku
- Division of Infection Control and Laboratory Diagnostics, Department of Internal Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Eiichi N Kodama
- Division of Miyagi Community Health Promotion, Tohoku University Graduate School of Medicine and Tohoku Medical Megabank Organization, Sendai, Japan Division of Infection Control and Laboratory Diagnostics, Department of Internal Medicine, Tohoku University Graduate School of Medicine, Sendai, Japan
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Jang DH, Yoon CH, Choi BS, Chung YS, Kim HY, Chi SG, Kim SS. Characterization of Gp41 polymorphisms in the fusion peptide domain and T-20 (Enfuvirtide) resistance-associated regions in Korean HIV-1 isolates. J Korean Med Sci 2014; 29:456-9. [PMID: 24616600 PMCID: PMC3945146 DOI: 10.3346/jkms.2014.29.3.456] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2013] [Accepted: 12/16/2013] [Indexed: 11/20/2022] Open
Abstract
HIV-1 gp41 is an envelope protein that plays an essential role in virus entry. The mutation of gp41 affects HIV-1 entry and susceptibility to the fusion inhibitor T-20. Therefore, we analyzed the natural polymorphism of gp41 of 163 HIV-1 isolates from T-20-naïve Koreans infected with HIV-1. This study of gp41 polymorphisms showed that insertions in the fourth threonine (74.8%) and L7M substitutions (85.3%) were more frequent in the fusion peptide motif in Korean HIV-1 isolates compared with those from other countries. Minor T-20 resistance mutations such as L45M (1.2%), N126K (1.2%), and E137K (6.7%) were detected, but the critical T-20 resistance mutations were not detected in the gp41 HR1 and HR2 regions. In addition, the N42S mutation (12.9%) associated with T-20 hypersusceptibility was detected at a high frequency. These results may serve as useful data for studies considering T-20 for use in the development of a more effective anti-retroviral treatment in Korea.
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Affiliation(s)
- Dai-Ho Jang
- Division of AIDS, Korea National Institute of Health, Cheongwon, Korea
- School of Life Sciences and Biotechnology, Korea University, Seoul, Korea
| | - Cheol-Hee Yoon
- Division of AIDS, Korea National Institute of Health, Cheongwon, Korea
| | - Byeong-Sun Choi
- Division of AIDS, Korea National Institute of Health, Cheongwon, Korea
| | - Yoon-Seok Chung
- Division of AIDS, Korea National Institute of Health, Cheongwon, Korea
| | - Hye-Young Kim
- Division of AIDS, Korea National Institute of Health, Cheongwon, Korea
| | - Sung-Gil Chi
- School of Life Sciences and Biotechnology, Korea University, Seoul, Korea
| | - Sung Soon Kim
- Division of AIDS, Korea National Institute of Health, Cheongwon, Korea
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