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Ryu HC, Windisch M, Lim JW, Choi I, Lee EK, Yoo HH, Kim TK. Thiophen urea derivatives as a new class of hepatitis C virus entry inhibitors. J Enzyme Inhib Med Chem 2021; 36:462-468. [PMID: 33455472 PMCID: PMC7822064 DOI: 10.1080/14756366.2020.1870456] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
To develop unique small-molecule inhibitors of hepatitis C virus (HCV), thiophen urea (TU) derivatives were synthesised and screened for HCV entry inhibitory activities. Among them, seven TU compounds exhibited portent anti-viral activities against genotypes 1/2 (EC50 < 30 nM) and subsequently, they were further investigated; based on the pharmacological, metabolic, pharmacokinetic, and safety profiles, J2H-1701 was selected as the optimised lead compound as an HCV entry inhibitor. J2H-1701 possesses effective multi-genotypic antiviral activity. The docking results suggested the potential interaction of J2H-1701 with the HCV E2 glycoprotein. These results suggest that J2H-1701 can be a potential candidate drug for the development of HCV entry inhibitors.
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Affiliation(s)
- Hyung Chul Ryu
- R&D Center, J2H Biotech, Suwon, Gyeonggi-do, Republic of Korea
| | - Marc Windisch
- Medicinal Chemistry, Institut Pasteur Korea, Seongnam, Gyeonggi-do, Republic of Korea
| | - Jee Woong Lim
- R&D Center, J2H Biotech, Suwon, Gyeonggi-do, Republic of Korea
| | - Inhee Choi
- Medicinal Chemistry, Institut Pasteur Korea, Seongnam, Gyeonggi-do, Republic of Korea
| | - Eun Kyu Lee
- Institute of Pharmaceutical Science and Technology and College of Pharmacy, Hanyang University, Ansan, Gyeonggi-do, Republic of Korea
| | - Hye Hyun Yoo
- Institute of Pharmaceutical Science and Technology and College of Pharmacy, Hanyang University, Ansan, Gyeonggi-do, Republic of Korea
| | - Tae Kon Kim
- College of Science and Engineering, Jungwon University, Geosan-gun, Chungbuk, Republic of Korea
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Kim TK. Validated High-performance Liquid Chromatography Method for the Determination of JW5624, A New Class Of Hepatitis C Virus Inhibitor, in Rat Plasma and its Application in the Pharmacokinetic Study of JW5624. Drug Res (Stuttg) 2021; 71:312-316. [PMID: 33535254 DOI: 10.1055/a-1369-8867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
We developed unique small-molecule inhibitors of hepatitis C virus (HCV), which had potent activity for HCV entry inhibition and multi-genotypic antiviral activity. In this study, a sensitive and reliable method for the quantitation of JW5624 in rat plasma was developed and validated using high performance liquid chromatography. Chromatographic separation was achieved using a reversed-phase (C18) column. The mobile phase, 0.02 M ammonium acetate buffer:acetonitrile (30:70, v/v), was run at a flow rate of 1.0 mL/min, and the column eluent was monitored using an ultraviolet detector at 254 nm at room temperature. The retention times of sildenafil (an internal standard), and JW5624 were approximately 5.9 and 7.3 min, respectively. The detection limit of JW5624 in rat plasma was 0.03 μg/mL. Pharmacokinetic parameters of JW5624 was evaluated after intravenous (i. v.; at doses of 5 mg/kg) and oral (p.o.; at doses of 10 mg/kg) administration of JW5624 in rats. After p.o. administration (10 mg/kg) of JW5624, F value was approximately 71.0%. These results suggest that JW5624 can be a potential candidate drug for the development of HCV entry inhibitors.
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Alves da Silva R, de Souza Todão J, Kamitani FL, Silva AEB, de Carvalho-Filho RJ, Ferraz MLCG, de Carvalho IMVG. Molecular characterization of hepatitis C virus in end-stage renal disease patients under hemodialysis. J Med Virol 2017; 90:537-544. [PMID: 29064576 DOI: 10.1002/jmv.24976] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2017] [Accepted: 10/12/2017] [Indexed: 12/09/2022]
Abstract
New direct-acting antiviral (DAA) agents are in development or already approved for the treatment of chronic hepatitis C virus (HCV) infection. The effectiveness of these drugs is related to the previous existence of resistant variants. Certain clinical conditions can allow changes in immunological characteristics of the host and even modify genetic features of viral populations. The aim of this study was to perform HCV molecular characterization from samples of end-stage renal disease patients on hemodialysis (ESRD-HD). Nested PCR and Sanger sequencing were used to obtain genetic information from the NS5B partial region of a cohort composed by 86 treatment-naïve patients. Genomic sequences from the Los Alamos databank were employed for comparative analysis. Bioinformatics methodologies such as phylogenetic reconstructions, informational entropy, and mutation analysis were used to analyze datasets separated by geographical location, HCV genotype, and renal function status. ESRD-HD patients presented HCV genotypes 1a (n = 18), 1b (n = 16), 2a (n = 2), 2b (n = 2), and 3a (n = 4). Control subjects were infected with genotypes 1a (n = 11), 1b (n = 21), 2b (n = 4), and 3a (n = 8). Dataset phylogenetic reconstruction separated HCV subtype 1a into two distinct clades. The entropy analysis from the ESRD-HD group revealed two amino acid positions related to an epitope for cytotoxic T lymphocytes and T helper cells. Genotype 1a was found to be more diverse than subtype 1b. Also, genotype 1a ERSD-HD patients had a higher mean of amino acids changes in comparison to control group patients. The identification of specific mutations on epitopes and high genetic diversity within the NS5B HCV partial protein in hemodialysis patients can relate to host immunological features and geographical distribution patterns. This genetic diversity can affect directly the new DAA's resistance mechanisms.
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Affiliation(s)
- Rafael Alves da Silva
- Laboratório de Hepatologia Molecular Aplicada (LHeMA), Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil.,Instituto Butantan, Laboratório de Parasitologia, São Paulo, Brazil
| | - Jardelina de Souza Todão
- Laboratório de Hepatologia Molecular Aplicada (LHeMA), Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil
| | | | - Antonio Eduardo Benedito Silva
- Laboratório de Hepatologia Molecular Aplicada (LHeMA), Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil.,Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil
| | - Roberto José de Carvalho-Filho
- Laboratório de Hepatologia Molecular Aplicada (LHeMA), Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil.,Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil
| | - Maria Lucia Cardoso Gomes Ferraz
- Laboratório de Hepatologia Molecular Aplicada (LHeMA), Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil.,Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil
| | - Isabel Maria Vicente Guedes de Carvalho
- Laboratório de Hepatologia Molecular Aplicada (LHeMA), Departamento de Gastroenterologia, Unidade de Hepatologia, Universidade Federal de São Paulo, UNIFESP, São Paulo, Brazil.,Instituto Butantan, Laboratório de Parasitologia, São Paulo, Brazil
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ElHefnawi M, Kim T, Kamar MA, Min S, Hassan NM, El-Ahwany E, Kim H, Zada S, Amer M, Windisch MP. In Silico Design and Experimental Validation of siRNAs Targeting Conserved Regions of Multiple Hepatitis C Virus Genotypes. PLoS One 2016; 11:e0159211. [PMID: 27441640 PMCID: PMC4956106 DOI: 10.1371/journal.pone.0159211] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Accepted: 06/28/2016] [Indexed: 12/16/2022] Open
Abstract
RNA interference (RNAi) is a post-transcriptional gene silencing mechanism that mediates the sequence-specific degradation of targeted RNA and thus provides a tremendous opportunity for development of oligonucleotide-based drugs. Here, we report on the design and validation of small interfering RNAs (siRNAs) targeting highly conserved regions of the hepatitis C virus (HCV) genome. To aim for therapeutic applications by optimizing the RNAi efficacy and reducing potential side effects, we considered different factors such as target RNA variations, thermodynamics and accessibility of the siRNA and target RNA, and off-target effects. This aim was achieved using an in silico design and selection protocol complemented by an automated MysiRNA-Designer pipeline. The protocol included the design and filtration of siRNAs targeting highly conserved and accessible regions within the HCV internal ribosome entry site, and adjacent core sequences of the viral genome with high-ranking efficacy scores. Off-target analysis excluded siRNAs with potential binding to human mRNAs. Under this strict selection process, two siRNAs (HCV353 and HCV258) were selected based on their predicted high specificity and potency. These siRNAs were tested for antiviral efficacy in HCV genotype 1 and 2 replicon cell lines. Both in silico-designed siRNAs efficiently inhibited HCV RNA replication, even at low concentrations and for short exposure times (24h); they also exceeded the antiviral potencies of reference siRNAs targeting HCV. Furthermore, HCV353 and HCV258 siRNAs also inhibited replication of patient-derived HCV genotype 4 isolates in infected Huh-7 cells. Prolonged treatment of HCV replicon cells with HCV353 did not result in the appearance of escape mutant viruses. Taken together, these results reveal the accuracy and strength of our integrated siRNA design and selection protocols. These protocols could be used to design highly potent and specific RNAi-based therapeutic oligonucleotide interventions.
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Affiliation(s)
- Mahmoud ElHefnawi
- Informatics and Systems Department, Biomedical Informatics and Chemo-Informatics Group, Centre of Excellence for Advanced Sciences (CEAS), Division of Engineering Research, National Research Centre, Cairo, Egypt
- Centre for Informatics, Nile University, Shiekh Zayed City, Egypt
- Yousef-Jameel Science and Technology Research Centre, American University in Cairo, New Cairo, Egypt
- * E-mail: (MEH); (MPW)
| | - TaeKyu Kim
- Hepatitis Research Laboratory, Institut Pasteur Korea, 696 Sampyung-dong, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Mona A. Kamar
- Yousef-Jameel Science and Technology Research Centre, American University in Cairo, New Cairo, Egypt
| | - Saehong Min
- Hepatitis Research Laboratory, Institut Pasteur Korea, 696 Sampyung-dong, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Nafisa M. Hassan
- Yousef-Jameel Science and Technology Research Centre, American University in Cairo, New Cairo, Egypt
| | - Eman El-Ahwany
- Biology Department, American University in Cairo, New Cairo, Egypt
- Immunology Department, Theodor Bilharz Research Institute, Giza, Egypt
| | - Heeyoung Kim
- Hepatitis Research Laboratory, Institut Pasteur Korea, 696 Sampyung-dong, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
| | - Suher Zada
- Yousef-Jameel Science and Technology Research Centre, American University in Cairo, New Cairo, Egypt
- Biology Department, American University in Cairo, New Cairo, Egypt
| | - Marwa Amer
- Biology Department, American University in Cairo, New Cairo, Egypt
- Faculty of Biotechnology, Misr University for Science and Technology, 6 of October City, Egypt
| | - Marc P. Windisch
- Hepatitis Research Laboratory, Institut Pasteur Korea, 696 Sampyung-dong, Bundang-gu, Seongnam-si, Gyeonggi-do, Republic of Korea
- * E-mail: (MEH); (MPW)
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Petsaris O, Vallet S, Le Guillou-Guillemette H, Veillon P, Gouriou S, Barbier G, Nousbaum JB, Saliou P, NKontchou G, Trinchet JC, Lunel-Fabiani F, Payan C. Duplication of the V3 domain in hepatitis C virus (1b) NS5A protein: Clonal analysis and physicochemical properties related to hepatocellular carcinoma occurrence. J Clin Virol 2015; 74:19-25. [PMID: 26655076 DOI: 10.1016/j.jcv.2015.11.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 10/28/2015] [Accepted: 11/06/2015] [Indexed: 12/20/2022]
Abstract
BACKGROUND Hepatitis C virus non-structural protein 5A is known to play a role in development of hepatocellular carcinoma (HCC) via interactions with host cell pathways. OBJECTIVES Hepatitis C virus genotype 1b strains presenting a wide insertion of 31 amino acids in the non-structural protein 5A V3 domain (V3 DI) were studied to determine whether this V3-like additional domain (V3 DII) was associated with HCC occurrence. STUDY DESIGN Seventy-four patients' sera were screened for V3 DII presence regarding clinical status. RESULTS Three strains with duplicated V3 were detected among patients with progression to HCC (n=28), two strains among patients with liver cirrhosis (Ci, n=27) and none among patients with chronic hepatitis (Chr, n=19). Phylogenetic trees built from V3 DI and V3 DII sequences indicated that the latter clustered separately. In between-group clonal analysis, V3 DII sequences from the HCC group were found to be more distant from HCV-J than V3 DI sequences (p<0.0001). Between-group comparisons showed significant differences in genetic distances from HCV-J, in HCC V3 DI and HCC V3 DII compared to Ci V3 DI and Ci V3 DII sequences (p<0.0001). HCC V3 DII domain and its junction with V3 DI exhibited higher Shannon entropy values and enrichment in disorder-promoting residues. CONCLUSIONS Taken together, our results suggest that V3 DII evolution may differ in strains associated with HCC occurrence. The presence of an intrinsically "disordered" V3 duplicate may alter the NS5A protein network. Further investigations are necessary to elucidate the potential impact of V3 duplication in the context of carcinogenesis.
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Affiliation(s)
- Odile Petsaris
- CHU Universitaire La Cavale Blanche, Laboratoire de Microbiologie, 29200 Brest cedex, France; Université de Brest, Université Européenne de Bretagne, SFR IBSAM, LUBEM (EA3882), UFR Médecine et Sciences de la Santé, 29200 Brest, France.
| | - Sophie Vallet
- CHU Universitaire La Cavale Blanche, Laboratoire de Microbiologie, 29200 Brest cedex, France; Université de Brest, Université Européenne de Bretagne, SFR IBSAM, LUBEM (EA3882), UFR Médecine et Sciences de la Santé, 29200 Brest, France.
| | | | - Pascal Veillon
- Laboratoire de virologie, CHU Angers, HIFI Laboratory, UPRES EA3859, SFR 4208, LUNAM University, Angers, France.
| | - Stéphanie Gouriou
- Université de Brest, Université Européenne de Bretagne, SFR IBSAM, LUBEM (EA3882), UFR Médecine et Sciences de la Santé, 29200 Brest, France.
| | - Georges Barbier
- Université de Brest, Université Européenne de Bretagne, SFR ScInBioS, LUBEM (EA3882), ESIAB, 29280 Plouzané, France.
| | - Jean-Baptiste Nousbaum
- Centre Hospitalier Universitaire La Cavale Blanche, Service d'Hépato-Gastroentérologie, 29200 Brest, France.
| | - Philippe Saliou
- Université de Brest, Université Européenne de Bretagne, Laboratoire de Santé Publique, Epidémiologie, UFR Médecine et Sciences de la Santé, 29200 Brest, France.
| | - Gisèle NKontchou
- Hôpital Jean Verdier, Service d'Hépato-Gastroentérologie, Assistance Publique-Hôpitaux de Paris, UFR SMBH-Université Paris 13, 93143 Bondy cedex, France.
| | - Jean-Claude Trinchet
- Hôpital Jean Verdier, Service d'Hépato-Gastroentérologie, Assistance Publique-Hôpitaux de Paris, UFR SMBH-Université Paris 13, 93143 Bondy cedex, France; Centre de Ressources Biologiques, Hôpital Jean Verdier, Assistance Publique-Hôpitaux de Paris, 93143 Bondy cedex, France.
| | - Francoise Lunel-Fabiani
- Laboratoire de virologie, CHU Angers, HIFI Laboratory, UPRES EA3859, SFR 4208, LUNAM University, Angers, France.
| | - Christopher Payan
- CHU Universitaire La Cavale Blanche, Laboratoire de Microbiologie, 29200 Brest cedex, France; Université de Brest, Université Européenne de Bretagne, SFR IBSAM, LUBEM (EA3882), UFR Médecine et Sciences de la Santé, 29200 Brest, France.
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Gondeau C, Pageaux GP, Larrey D. Hepatitis C virus infection: Are there still specific problems with genotype 3? World J Gastroenterol 2015; 21:12101-13. [PMID: 26576095 PMCID: PMC4641128 DOI: 10.3748/wjg.v21.i42.12101] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2015] [Revised: 08/07/2015] [Accepted: 09/30/2015] [Indexed: 02/06/2023] Open
Abstract
Hepatitis C virus (HCV) infection is one of the most common causes of chronic liver disease and the main indication for liver transplantation worldwide. As promising specific treatments have been introduced for genotype 1, clinicians and researchers are now focusing on patients infected by non-genotype 1 HCV, particularly genotype 3. Indeed, in the golden era of direct-acting antiviral drugs, genotype 3 infections are no longer considered as easy to treat and are associated with higher risk of developing severe liver injuries, such as cirrhosis and hepatocellular carcinoma. Moreover, HCV genotype 3 accounts for 40% of all HCV infections in Asia and is the most frequent genotype among HCV-positive injecting drug users in several countries. Here, we review recent data on HCV genotype 3 infection/treatment, including clinical aspects and the underlying genotype-specific molecular mechanisms.
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ElHefnawi M, Sherif FF. Accurate classification and hemagglutinin amino acid signatures for influenza A virus host-origin association and subtyping. Virology 2013; 449:328-38. [PMID: 24418567 DOI: 10.1016/j.virol.2013.11.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2013] [Revised: 09/03/2013] [Accepted: 11/06/2013] [Indexed: 11/18/2022]
Abstract
Host-origin classification and signatures of influenza A viruses were investigated based on the HA protein for tracking of the HA host of origin. Hidden Markov models (HMMs), decision trees and associative classification for each influenza A virus subtype and its major hosts (human, avian, swine) were generated. Features of the HA protein signatures that were host-and subtype-specific were sought. Host-associated signatures that occurred in different subtypes of the virus were identified. Evaluation of the classification models based on ROC curves and support and confidence ratings for the amino acid class-association rules was performed. Host classification based on the HA subtype achieved accuracies between 91.2% and 100% using decision trees after feature selection. Host-specific class association rules for avian-host origins gave better support and confidence ratings, followed by human and finally swine origin. This finding indicated the lower specificity of the swine host, perhaps pointing to its ability to mix different strains.
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Affiliation(s)
- Mahmoud ElHefnawi
- Informatics and Systems Department and Biomedical Informatics and Chemoinformatics group, Division of Engineering Research and Centre of Excellence for Advanced Sciences, National Research Centre, Tahrir Street, 12311 Cairo, Egypt.
| | - Fayroz F Sherif
- Biomedical Engineering Department, Cairo University, 12613 Giza, Egypt; Bioelectronics Department, Modern University for Technology and Information, Katameya, Egypt.
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Mansoor A, Ali L, Sabah NU, Hashmi AH, Khan MH, Kazmi SAR, Ahmad N, Siddiqi S, Khan KM. Study of PKRBD in HCV genotype 3a infected patients in response to interferon therapy in Pakistani population. Virol J 2013; 10:352. [PMID: 24321105 PMCID: PMC4029318 DOI: 10.1186/1743-422x-10-352] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2013] [Accepted: 12/02/2013] [Indexed: 12/17/2022] Open
Abstract
Background Hepatitis C virus (HCV) is a major cause of liver cirrhosis and hepatocellular carcinoma and infects about 3% world population. Response to interferon therapy depends upon the genotype of the virus and factors associated with the host. Despite a good response to interferon therapy, a considerable number of genotype 3a infected patients remains unalleviated. Results In total forty-nine patients including twenty-five non-responders (non-SVR) and twenty-four responders (SVR) were recruited. Patients were tested for viral status at different intervals and the isolated RNA was sequenced for the NS5A region in both groups. The comparison of PKRBD of HCV between the SVR and non-SVR patients did not confirm any significant difference in the number of mutations. However, when the sequence downstream to the PKRBD of NS5A was compared, two important statistically significant mutations were observed; at positions 2309 (Ala to Ser) and 2326 (Gly to Ala). These mutations were then analysed for tertiary protein structure and important structural changes were observed. Statistically significant difference was also observed when age groups of patients were compared; younger patients showed better response than the older ones. Conclusions The region between PKRBD and IRRDR may be important for prediction of response to IFN therapy for genotype 3a. ISDR and PKRBD have not shown any involvement in treatment response. Further functional analyses of these findings can help in understanding the involvement of the NS5A region in interferon treatment of HCV-3a infected patients.
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Affiliation(s)
- Atika Mansoor
- Institute of Biomedical and Genetic Engineering, 24-Mauve area, G-9/1, Islamabad 44000, Pakistan.
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Zhang L, Han F, Zhang D, Dou XG. Mutations in different regions of the genome of hepatitis C virus genotype 1b and association with response to interferon therapy. Int J Mol Med 2012; 30:1438-42. [PMID: 23064792 DOI: 10.3892/ijmm.2012.1155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2012] [Accepted: 06/18/2012] [Indexed: 01/30/2023] Open
Abstract
The aim of this study was to investigate the association of mutations in the E2/NS1 [hypervariable regions 1 and 2 (HVR1 and HVR2)] and NS5A regions of the hepatitis C virus (HCV) genome and the effectiveness of interferon (IFN) therapy, and assess whether the degree of heterogeneity of HCV quasispecies predicts response to IFN treatment. Fourteen patients infected with HCV genotype 1b (HCV-1b) who were treated with pegylated IFN-α-2a and ribavirin for 24 weeks, were studied. E2/NS1 and NS5A gene segments were amplified by reverse-transcription polymerase chain reaction. HCV quasispecies heterogeneity in the E2/NS1 region was determined by cloning and sequencing. Mutations in the NS5A region were detected by direct sequencing. The heterogeneity of HCV quasispecies in the HVR1 was significantly greater in the non-responder group than in the responder group, but was not significant for HVR2 or NS5A. The correlation between mutations in IFN sensitivity-determining region (ISDR, NS5A2209-2248) and IFN sensitivity could not be supported. The degree of quasispecies heterogeneity in HVR1, but not in HVR2 and NS5A, may be predictive of response to IFN therapy. An ISDR may not apply to patients infected with HCV-1b.
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Affiliation(s)
- Lin Zhang
- Department of Infectious Disease, Sheng Jing Hospital of China Medical University, Shenyang 110004, P.R. China
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ElHefnawi M, Abdalla M, Ahmed S, Elakel W, Esmat G, Elraziky M, Khamis S, Hassan M. Accurate Prediction of Response to Interferon-based Therapy in Egyptian Patients with Chronic Hepatitis C Using Machine-learning Approaches. 2012 IEEE/ACM INTERNATIONAL CONFERENCE ON ADVANCES IN SOCIAL NETWORKS ANALYSIS AND MINING 2012:771-778. [DOI: 10.1109/asonam.2012.140] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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Abstract
Evolution of RNA viruses occurs through disequilibria of collections of closely related mutant spectra or mutant clouds termed viral quasispecies. Here we review the origin of the quasispecies concept and some biological implications of quasispecies dynamics. Two main aspects are addressed: (i) mutant clouds as reservoirs of phenotypic variants for virus adaptability and (ii) the internal interactions that are established within mutant spectra that render a virus ensemble the unit of selection. The understanding of viruses as quasispecies has led to new antiviral designs, such as lethal mutagenesis, whose aim is to drive viruses toward low fitness values with limited chances of fitness recovery. The impact of quasispecies for three salient human pathogens, human immunodeficiency virus and the hepatitis B and C viruses, is reviewed, with emphasis on antiviral treatment strategies. Finally, extensions of quasispecies to nonviral systems are briefly mentioned to emphasize the broad applicability of quasispecies theory.
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Affiliation(s)
- Esteban Domingo
- Centro de Biología Molecular Severo Ochoa (CSIC-UAM), C/ Nicolás Cabrera, Universidad Autónoma de Madrid, Cantoblanco, Madrid, Spain.
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ElHefnawi M, Alaidi O, Mohamed N, Kamar M, El-Azab I, Zada S, Siam R. Identification of novel conserved functional motifs across most Influenza A viral strains. Virol J 2011; 8:44. [PMID: 21272360 PMCID: PMC3036627 DOI: 10.1186/1743-422x-8-44] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2010] [Accepted: 01/27/2011] [Indexed: 01/15/2023] Open
Abstract
Background Influenza A virus poses a continuous threat to global public health. Design of novel universal drugs and vaccine requires a careful analysis of different strains of Influenza A viral genome from diverse hosts and subtypes. We performed a systematic in silico analysis of Influenza A viral segments of all available Influenza A viral strains and subtypes and grouped them based on host, subtype, and years isolated, and through multiple sequence alignments we extrapolated conserved regions, motifs, and accessible regions for functional mapping and annotation. Results Across all species and strains 87 highly conserved regions (conservation percentage > = 90%) and 19 functional motifs (conservation percentage = 100%) were found in PB2, PB1, PA, NP, M, and NS segments. The conservation percentage of these segments ranged between 94 - 98% in human strains (the most conserved), 85 - 93% in swine strains (the most variable), and 91 - 94% in avian strains. The most conserved segment was different in each host (PB1 for human strains, NS for avian strains, and M for swine strains). Target accessibility prediction yielded 324 accessible regions, with a single stranded probability > 0.5, of which 78 coincided with conserved regions. Some of the interesting annotations in these regions included sites for protein-protein interactions, the RNA binding groove, and the proton ion channel. Conclusions The influenza virus has evolved to adapt to its host through variations in the GC content and conservation percentage of the conserved regions. Nineteen universal conserved functional motifs were discovered, of which some were accessible regions with interesting biological functions. These regions will serve as a foundation for universal drug targets as well as universal vaccine design.
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Affiliation(s)
- Mahmoud ElHefnawi
- Informatics and Systems Department and Biomedical Informatics and chemo informatics group, Division of Engineering Research and Centre of Excellence for Advanced Sciences, National Research Centre, Tahrir Street, 12311 Cairo, Egypt.
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