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Bal T, Dirican E. A potential new way to facilitate HCV elimination: The prediction of viremia in anti-HCV seropositive patients using machine learning algorithms. Arab J Gastroenterol 2024; 25:223-229. [PMID: 38705815 DOI: 10.1016/j.ajg.2024.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2022] [Revised: 01/19/2024] [Accepted: 03/20/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND AND STUDY AIMS The present study was undertaken to design a new machine learning (ML) model that can predict the presence of viremia in hepatitis C virus (HCV) antibody (anti-HCV) seropositive cases. PATIENTS AND METHODS This retrospective study was conducted between January 2012-January 2022 with 812 patients who were referred for anti-HCV positivity and were examined for HCV ribonucleic acid (HCV RNA). Models were constructed with 11 features with a predictor (presence and absence of viremia) to predict HCV viremia. To build an optimal model, this current study also examined and compared the three classifier data mining approaches: RF, SVM and XGBoost. RESULTS The highest performance was achieved with XGBoost (90%), which was followed by RF (89%), SVM Linear (85%) and SVM Radial (83%) algorithms, respectively. The four most important key features contributing to the models were: alanine aminotransferase (ALT), aspartate aminotransferase (AST), albumin (ALB) and anti-HCV levels, respectively, while "ALB" was replaced by the "AGE" only in the XGBoost model. CONCLUSION This study has shown that XGBoost and RF based ML models, incorporating anti-HCV levels and routine laboratory tests (ALT, AST, ALB), and age are capable of providing HCV viremia diagnosis with 90% and 89% accuracy, respectively. These findings highlight the potential of ML models in the early diagnosis of HCV viremia, which may be helpful in optimizing HCV elimination programs.
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Affiliation(s)
- Tayibe Bal
- Department of Infectious Diseases and Clinical Microbiology, Faculty of Medicine, Abant Izzet Baysal University, Bolu, Turkey.
| | - Emre Dirican
- Department of Biostatistics, Faculty of Medicine, Hatay Mustafa Kemal University, Hatay, Turkey
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2
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Sepúlveda-Crespo D, Yélamos MB, Díez C, Gómez J, Hontañón V, Torresano-Felipe F, Berenguer J, González-García J, Ibañez-Samaniego L, Llop E, Olveira A, Martínez J, Resino S, Martínez I. Negative impact of HIV infection on broad-spectrum anti-HCV neutralizing antibody titers in HCV-infected patients with advanced HCV-related cirrhosis. Biomed Pharmacother 2022; 150:113024. [PMID: 35483197 DOI: 10.1016/j.biopha.2022.113024] [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: 03/23/2022] [Revised: 04/20/2022] [Accepted: 04/20/2022] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES The current study aimed to assess the impact of HIV on the production of anti-HCV antibodies in HCV-infected individuals with advanced HCV-related cirrhosis before and 36 weeks after the sustained virological response (SVR) induced by direct-acting antivirals (DAAs) therapy. METHODS Prospective study on 62 patients (50 HIV/HCV-coinfected and 12 HCV-monoinfected). Plasma anti-E2 and HCV-nAbs were determined respectively by ELISA and microneutralization assays. RESULTS At baseline, the HCV-group had higher anti-E2 levels against Gt1a (p = 0.012), Gt1b (p = 0.023), and Gt4a (p = 0.005) than the HIV/HCV-group. After SVR, anti-E2 titers against Gt1a (p < 0.001), Gt1b (p = 0.001), and Gt4a (p = 0.042) were also higher in the HCV-group than HIV/HCV-group. At 36 weeks post-SVR, plasma anti-E2 titers decreased between 1.3 and 1.9-fold in the HIV/HCV-group (p < 0.001) and between 1.5 and 1.8-fold in the HCV-group (p ≤ 0.001). At baseline, the HCV-group had higher titers of HCV-nAbs against Gt1a (p = 0.022), Gt1b (p = 0.002), Gt2a (p < 0.001), and Gt4a (p < 0.001) than the HIV/HCV-group. After SVR, HCV-nAbs titers against Gt1a (p = 0.014), Gt1b (p < 0.001), Gt2a (p = 0.002), and Gt4a (p = 0.004) were also higher in the HCV-group. At 36 weeks post-SVR, HCV-nAbs decreased between 2.6 and 4.1-fold in the HIV/HCV-group (p < 0.001) and between 1.9 and 4.0-fold in the HCV-group (p ≤ 0.001). CONCLUSIONS HIV/HCV-coinfected patients produced lower levels of broad-spectrum anti-HCV antibodies than HCV-monoinfected patients.
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Affiliation(s)
- Daniel Sepúlveda-Crespo
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - María Belén Yélamos
- Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Químicas, Universidad Complutense, Madrid, Spain
| | - Cristina Díez
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Unidad de Enfermedades Infecciosas/VIH; Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria del Gregorio Marañón, Madrid, Spain
| | - Julián Gómez
- Departamento de Bioquímica y Biología Molecular, Facultad de Ciencias Químicas, Universidad Complutense, Madrid, Spain
| | - Víctor Hontañón
- Unidad de VIH; Servicio de Medicina Interna, Hospital Universitario La Paz, Madrid, Spain; Instituto de Investigación Hospital Universitario La Paz, Madrid, Spain
| | - Francisco Torresano-Felipe
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
| | - Juan Berenguer
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Unidad de Enfermedades Infecciosas/VIH; Hospital General Universitario Gregorio Marañón, Madrid, Spain; Instituto de Investigación Sanitaria del Gregorio Marañón, Madrid, Spain
| | - Juan González-García
- Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain; Unidad de VIH; Servicio de Medicina Interna, Hospital Universitario La Paz, Madrid, Spain; Instituto de Investigación Hospital Universitario La Paz, Madrid, Spain
| | - Luis Ibañez-Samaniego
- Instituto de Investigación Sanitaria del Gregorio Marañón, Madrid, Spain; Servicio de Aparato Digestivo, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Elva Llop
- Servicio de Aparato Digestivo, Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Antonio Olveira
- Instituto de Investigación Hospital Universitario La Paz, Madrid, Spain; Servicio de Aparato Digestivo, Hospital Universitario La Paz, Madrid, Spain
| | - Javier Martínez
- Servicio de Aparato Digestivo, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Salvador Resino
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
| | - Isidoro Martínez
- Unidad de Infección Viral e Inmunidad, Centro Nacional de Microbiología, Instituto de Salud Carlos III, Majadahonda, Madrid, Spain; Centro de Investigación Biomédica en Red en Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain.
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3
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Abstract
Antibody responses in hepatitis C virus (HCV) have been a rather mysterious research topic for many investigators working in the field. Chronic HCV infection is often associated with dysregulation of immune functions particularly in B cells, leading to abnormal lymphoproliferation or the production of autoantibodies that exacerbate inflammation and extrahepatic diseases. When considering the antiviral function of antibody, it was difficult to endorse its role in HCV protection, whereas T-cell response has been shown unequivocally critical for natural recovery. Recent breakthroughs in the study of HCV and antigen-specific antibody responses provide important insights into viral vulnerability to antibodies and the immunogenetic and structural properties of the neutralizing antibodies. The new knowledge reinvigorates HCV vaccine research by illuminating a new path for the rational design of vaccine antigens to elicit broadly neutralizing antibodies for protection.
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Affiliation(s)
- Mansun Law
- Department of Immunology and Microbiology, The Scripps Research Institute, La Jolla, California 92109, USA
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4
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Hashem M, Zaghla H, Zakaria Z, Allam WR, Sameea EA, Mikhail NN, Sobhy M, Galal IF, Mokhtar Y, Hamdy S, Galal G, Abdelwahab SF, Waked I. High spontaneous clearance of symptomatic iatrogenic acute hepatitis C genotype 4 infection. J Med Virol 2018; 90:1841-1847. [PMID: 30011346 DOI: 10.1002/jmv.25270] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2017] [Accepted: 06/18/2018] [Indexed: 02/05/2023]
Abstract
Acute hepatitis C (AHC) infection resolves spontaneously in 15% to 40% of patients. Factors favoring spontaneous viral clearance remain undefined. In this study, predictors of spontaneous viral clearance in patients with symptomatic AHC were investigated. Epidemiological, clinical, and virologic parameters were also examined. Patients with symptomatic AHC were enrolled and followed up prospectively. The patients were followed up every 2 weeks in the first month and then monthly for the following 5 months, with a follow-up visit 6 months after the last hepatitis C virus (HCV)-RNA negative sample for those who had cleared the virus. Interleukin (IL)-28B.rs12979860 single-nucleotide polymorphism and HCV genotype were tested at baseline. HCV-RNA was tested during each visit. Patients who remained RNA-positive at 24 weeks were treated with pegylated interferon plus ribavirin for 24 weeks. A total of 30 patients, mostly with iatrogenically acquired AHC genotype 4 infections completed 6-months' follow-up, to either spontaneous clearance or start of treatment. The mean age of the patients was 37 ± 13 years. In total, 67% of patients were females, and the mean incubation period was 7.6 ± 3.5 weeks. Viral clearance occurred spontaneously in 19 (63.3%) patients. The average time to clearance was 24.3 ± 9.6 weeks. A total of 11 patients received therapy, and 8 (72.7%) cleared the virus and had a sustained virologic response to the treatment 24 weeks after the therapy. A total of three patients were treatment nonresponders. IL28B.rs12979860 CC genotype, female gender, and viremia level were not associated with self-limiting AHC in this cohort. In conclusion, patients with symptomatic AHC genotype 4 infection caused by an iatrogenic exposure had higher rates of spontaneous resolution than previously reported. Predicting spontaneous viral clearance after iatrogenic AHC exposure was not possible in this population.
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Affiliation(s)
- Mohamed Hashem
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
- Department of Epidemiology and Public Health, University of Maryland School of Medicine, Baltimore, Maryland
| | - Hassan Zaghla
- Department of Hepatology, National Liver Institute, Menoufia University, Shebeen El-Kom, Menoufia, Egypt
| | - Zainab Zakaria
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Walaa R Allam
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Eman Abdel Sameea
- Department of Hepatology, National Liver Institute, Menoufia University, Shebeen El-Kom, Menoufia, Egypt
| | - Nabiel N Mikhail
- Department of Biostatistics and Cancer Epidemiology, South Egypt Cancer Institute, Assiut University, Assiut, Egypt
| | - Maha Sobhy
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Iman F Galal
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Yasser Mokhtar
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Shimaa Hamdy
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Gehan Galal
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
| | - Sayed F Abdelwahab
- R&D Department, Egyptian Company for Blood Transfusion Services (EgyBlood), VACSERA, Giza, Egypt
- Department of Microbiology and Immunology, Faculty of Medicine, Minia University, Minia, Egypt
| | - Imam Waked
- Department of Hepatology, National Liver Institute, Menoufia University, Shebeen El-Kom, Menoufia, Egypt
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5
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Aisyah DN, Shallcross L, Hully AJ, O'Brien A, Hayward A. Assessing hepatitis C spontaneous clearance and understanding associated factors-A systematic review and meta-analysis. J Viral Hepat 2018; 25:680-698. [PMID: 29345844 DOI: 10.1111/jvh.12866] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2017] [Accepted: 12/14/2017] [Indexed: 12/11/2022]
Abstract
New advances in the treatment of hepatitis C provide high levels of sustained viral response but their expense limits availability in publicly funded health systems. The aim of this review was to estimate the proportion of patients who will spontaneously clear HCV, to identify factors that are associated with clearance and to support better targeting of directly acting antivirals. We searched Ovid EMBASE, Ovid MEDLINE and PubMed from 1 January 1994 to 30 June 2015 for studies reporting hepatitis C spontaneous clearance and/or demographic, clinical and behavioural factors associated with clearance. We undertook meta-analyses to estimate the odds of clearance for each predictor. Forty-three studies met the inclusion criteria, representing 20 110 individuals, and 6 of these studies included sufficient data to estimate spontaneous clearance. The proportion achieving clearance within 3, 6, 12 and 24 months following infection were, respectively, 19.8% (95% CI: 2.6%-47.5%), 27.9% (95% CI: 17.2%-41.8%), 36.1% (95% CI: 23.5%-50.9%) and 37.1% (95% CI: 23.7%-52.8%). Individuals who had not spontaneously cleared by 12 months were unlikely to do so. The likelihood of spontaneous clearance was lower in males and individuals with HIV co-infection, the absence of HBV co-infection, asymptomatic infection, black or nonindigenous race, nongenotype 1 infection, older age and alcohol or drug problems. This study suggests that patients continue to spontaneously clear HCV for at least 12 months following initial infection. However, injecting drug users are comparatively less likely to achieve clearance; thus, they should be considered a priority for early treatment given the continuing risks that these individuals pose for onwards transmission.
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Affiliation(s)
- D N Aisyah
- UCL Infectious Disease Informatics, Farr Institute of Health Informatics, London, UK.,Faculty of Public Health, Universitas Indonesia, Depok, Indonesia
| | - L Shallcross
- UCL Infectious Disease Informatics, Farr Institute of Health Informatics, London, UK
| | - A J Hully
- Kings College London School of Medicine, London, UK
| | - A O'Brien
- UCL Division of Medicine, London, UK
| | - A Hayward
- UCL Infectious Disease Informatics, Farr Institute of Health Informatics, London, UK.,Institute of Epidemiology and Health Care, University College London, London, UK
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Dirchwolf M, Marciano S, Mauro E, Ruf AE, Rezzonico L, Anders M, Chiodi D, Petta NG, Borzi S, Tanno F, Ridruejo E, Barreyro F, Shulman C, Plaza P, Carbonetti R, Tadey L, Schroder T, Fainboim H. Clinical epidemiology of acute hepatitis C in South America. J Med Virol 2017; 89:276-283. [PMID: 27253181 DOI: 10.1002/jmv.24588] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2016] [Indexed: 12/14/2022]
Abstract
There is scarce data pertaining to acute hepatitis C (aHC) infection in South America. We aimed to describe clinical characteristics and evolution of aHC in a South American cohort. A retrospective survey was conducted at 13 hepatology units. All patients ≥16 years old with aHC diagnosis were included. Demographic, clinical and outcome information were registered in a standardized ad hoc questionnaire. Sixty-four patients were included. The majority were middle-aged (median age: 46 years) and female (65.6%); most of them were symptomatic at diagnosis (79.6%). HCV-1 was the most prevalent genotype (69.2%). Five patients had liver failure: three cases of severe acute hepatitis, one case of fulminant hepatitis and one case of acute-on-chronic liver failure. Nosocomial exposure was the most prevalent risk factor. Evolution was assessed in 46 patients. In the untreated cohort, spontaneous resolution occurred in 45.8% and was associated with higher values of AST/ALT and with the absence of intermittent HCV RNA viremia (P = 0.01, 0.05, and 0.01, respectively). In the treated cohort, sustained virological response was associated with nosocomial transmission and early treatment initiation (P = 0.04 each). The prevalence of nosocomial transmission in this South-American cohort of aHC stresses the importance of following universal precautions to prevent HCV infection. J. Med. Virol. 89:276-283, 2017. © 2016 Wiley Periodicals, Inc.
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Affiliation(s)
- Melisa Dirchwolf
- Hepatopatías Infecciosas, Hospital F.J. Muñiz, Buenos Aires, Argentina
| | | | - Ezequiel Mauro
- Liver Unit, Hospital Italiano de Buenos, Buenos Aires, Argentina
| | - Andrés Eduardo Ruf
- Fundación para la Docencia e Investigación de las Enfermedades del Hígado (FUNDIEH), Buenos Aires, Argentina
| | - Lucrecia Rezzonico
- Hepatología, Hospital de la Asociación Médica Dr. Felipe Glasman, Bahía Blanca, Buenos Aires, Argentina
| | - Margarita Anders
- Unidad de Hepatología y Trasplante Hepático, Hospital Alemán, Buenos Aires, Argentina
| | - Daniela Chiodi
- Hospital de Clínicas, Facultad de Medicina, UDELAR, Montevideo, Uruguay
| | - Néstor Gill Petta
- Servicio de Gastroenterología y Hepatología, Hospital Central del Instituto de Previsión Social de Asunción, Paraguay
| | - Silvia Borzi
- Sección Hepatología, HIGA Prof. Dr. Rodolfo Rossi, La Plata Buenos Aires, Argentina
| | - Federico Tanno
- Servicio de Hepatología y Gastroenterología, Hospital Provincial del Centenario de Rosario, Argentina
| | - Ezequiel Ridruejo
- Sección Hepatología, Centro de Educación Médica e Investigaciones Clínicas Norberto Quirno "CEMIC", Unidad de Hepatología y Trasplante Hepático, Hospital Universitario Austral, Buenos Aires, Argentina
| | - Fernando Barreyro
- Laboratorio de Microbiología, Facultad de Química y Ciencias Naturales Universidad de Misiones, Posadas, Argentina
| | | | - Pablo Plaza
- Gastroenterología y Hepatología, Salta Capital, Argentina
| | - Rodolfo Carbonetti
- Gastroenterología y Hepatología, Hospital de Clínicas Nicolás Avellaneda, Tucumán, Argentina
| | - Luciana Tadey
- Unidad de Virología, Hospital F.J. Muñiz, Buenos Aires, Argentina
| | - Teresa Schroder
- Hepatopatías Infecciosas, Hospital F.J. Muñiz, Buenos Aires, Argentina
| | - Hugo Fainboim
- Hepatopatías Infecciosas, Hospital F.J. Muñiz, Buenos Aires, Argentina
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Tsertsvadze T, Sharvadze L, Chkhartishvili N, Dzigua L, Karchava M, Gatserelia L, Abutidze A, Nelson KE. The natural history of recent hepatitis C virus infection among blood donors and injection drug users in the country of Georgia. Virol J 2016; 13:22. [PMID: 26843145 PMCID: PMC4739321 DOI: 10.1186/s12985-016-0478-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 01/27/2016] [Indexed: 12/12/2022] Open
Abstract
Introduction Hepatitis C virus (HCV) infection is a serious health problem in Georgia. Methods We conducted a prospective study to identify and characterize the natural history of recent HCV infection since very first days of infection. Recent HCV infection was defined as detectable plasma HCV RNA in the absence of anti-HCV antibodies. Results A total of 7600 HCV seronegative blood donors and 3600 HCV seronegative drug users were screened for recent HCV infection. Among them 7 (0.09 %) blood donors and 10 (0.28 %) drug users tested positive for HCV RNA and were classified as having recent HCV infection. Of these 17 patients 4 (23.5 %) spontaneously cleared the virus by the end of 24 week follow-up. Five clinical forms of recent HCV infection were identified during the follow-up. Four patients had symptomatic disease, including 3 patients with jaundice and other clinical symptoms (2 of them cleared virus) and 1 patient only had other symptoms without jaundice. All symptomatic patients had ALT elevation. Three distinct variants of asymptomatic disease were identified in 13 patients: 9 patients had ALT elevation and none cleared the virus; 2 patients developed chronic disease without ALT elevation; 2 patients cleared virus without anti-HCV seroconversion and without ALT elevation; this form can be described as transitory HCV viremia. Conclusion Additional studies are needed to define clinical and public health implications of transitory HCV viremia. Our study suggests the need for implementing nucleic acid testing of blood donors and key populations in order to more effectively identify HCV infected persons.
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Affiliation(s)
- Tengiz Tsertsvadze
- Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Georgian-French Joint Hepatology Clinic 'Hepa', 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Lali Sharvadze
- Faculty of Medicine, Ivane Javakhishvili Tbilisi State University, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Georgian-French Joint Hepatology Clinic 'Hepa', 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Nikoloz Chkhartishvili
- Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Lela Dzigua
- Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Marine Karchava
- Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Georgian-French Joint Hepatology Clinic 'Hepa', 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Lana Gatserelia
- Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Georgian-French Joint Hepatology Clinic 'Hepa', 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Akaki Abutidze
- Infectious Diseases, AIDS and Clinical Immunology Research Center, 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia. .,Georgian-French Joint Hepatology Clinic 'Hepa', 16 Al. Kazbegi Avenue, Tbilisi, 0160, Georgia.
| | - Kenrad E Nelson
- Bloomberg School of Public Health, Johns Hopkins University, 615 N. Wolfe Street, Room E7638, Baltimore, Maryland, 21205, USA.
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8
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de Vos AS, Prins M, Kretzschmar MEE. Hepatitis C virus treatment as prevention among injecting drug users: who should we cure first? Addiction 2015; 110:975-83. [PMID: 25586171 DOI: 10.1111/add.12842] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2014] [Revised: 10/28/2014] [Accepted: 01/05/2015] [Indexed: 01/24/2023]
Abstract
BACKGROUND AND AIMS Treatment of injecting drug users (IDU) for hepatitis C virus (HCV) infection may prevent onward transmission. Treating individuals who often share injecting equipment is most likely to prevent new infections. However, these high-risk IDU are also more likely to become re-infected than low-risk IDU. We investigated to which group treatment is best targeted. DESIGN We modelled the expected benefits per treatment of one chronically HCV-infected IDU in a population of low- and high-risk IDU. The benefits of treating one low- or one high-risk IDU were compared. MEASUREMENTS Benefits included the probability for the treated IDU to become and remain uninfected, as well as the expected number of prevented infections to others (i.e. we quantified the total expected decrease in chronic infections). FINDINGS We found a threshold in HCV-RNA prevalence above which treating low-risk IDU, and below which treating high-risk IDU, resulted in the greatest benefits. This threshold was at 50% of exchanged syringes being HCV contaminated. When 42% of IDU engaged in high-risk behaviour (borrowing and lending out syringes 7.3 times more frequently than low-risk IDU), the corresponding threshold of HCV-RNA prevalence among IDU was at 32%. Larger-risk heterogeneity led to a lower corresponding threshold among IDU. A combination of HCV treatment and 50% risk reduction was best directed at high-risk IDU for prevalence among syringes up to 59%. The threshold was marginally sensitive to changes in disease and treatment variables. CONCLUSIONS When more than half of all exchanged syringes in a population of injecting drug users (IDU) are contaminated by hepatitis C virus, it is most efficient to treat low-risk IDU first. Below this threshold, it is most efficient to treat high-risk IDU first.
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Affiliation(s)
- Anneke S de Vos
- Julius Center, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Maria Prins
- Cluster Infectious Diseases, Public Health Service Amsterdam, Amsterdam, the Netherlands.,Department of Internal Medicine, CINIMA, Academic Medical Center, Amsterdam, the Netherlands
| | - Mirjam E E Kretzschmar
- Julius Center, University Medical Center Utrecht, Utrecht, the Netherlands.,Centre for Infectious Disease Control, RIVM, Bilthoven, the Netherlands
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Cho YK, Kim YN, Song BC. Predictors of spontaneous viral clearance and outcomes of acute hepatitis C infection. Clin Mol Hepatol 2014; 20:368-75. [PMID: 25548743 PMCID: PMC4278068 DOI: 10.3350/cmh.2014.20.4.368] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Revised: 11/26/2014] [Accepted: 12/01/2014] [Indexed: 12/18/2022] Open
Abstract
Background/Aims This study evaluated the predictors of spontaneous viral clearance (SVC), as defined by two consecutive undetectable hepatitis C virus (HCV) RNA tests performed ≥12 weeks apart, and the outcomes of acute hepatitis C (AHC) demonstrating SVC or treatment-induced viral clearance. Methods Thirty-two patients with AHC were followed for 12-16 weeks without administering antiviral therapy. Results HCV RNA was undetectable at least once in 14 of the 32 patients. SVC occurred in 12 patients (37.5%), among whom relapse occurred in 4. SVC was exhibited in 8 of the 11 patients exhibiting undetectable HCV RNA within 12 weeks. HCV RNA reappeared in three patients (including two patients with SVC) exhibiting undetectable HCV RNA after 12 weeks. SVC was more frequent in patients with low viremia than in those with high viremia (55.6% vs. 14.3%; P=0.02), and in patients with HCV genotype non-1b than in those with HCV genotype 1b (57.1% vs. 22.2%; P=0.04). SVC was more common in patients with a ≥2 log reduction of HCV RNA at 4 weeks than in those with a smaller reduction (90% vs. 9.1%, P<0.001). A sustained viral response was achieved in all patients (n=18) receiving antiviral therapy. Conclusions Baseline levels of HCV RNA and genotype non-1b were independent predictors for SVC. A ≥2 log reduction of HCV RNA at 4 weeks was a follow-up predictor for SVC. Undetectable HCV RNA occurring after 12 weeks was not sustained. All patients receiving antiviral therapy achieved a sustained viral response. Antiviral therapy should be initiated in patients with detectable HCV RNA at 12 weeks after the diagnosis.
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Affiliation(s)
- Yoo-Kyung Cho
- Department of Internal Medicine, Jeju National University School of Medicine, Jeju, Korea
| | - Young Nam Kim
- Department of Internal Medicine, Jeju National University School of Medicine, Jeju, Korea
| | - Byung-Cheol Song
- Department of Internal Medicine, Jeju National University School of Medicine, Jeju, Korea
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10
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Spada E, Amoroso P, Taliani G, Zuccaro O, Chiriacò P, Maio P, Maio G, Esposito ML, Mariano C, Rinaldi R, Bellissima P, Tosti ME, Del Porto P, Francavilla R, Mellace V, Garbuglia AR, Folgori A, Mele A. Role of IL28B gene polymorphism and cell-mediated immunity in spontaneous resolution of acute hepatitis C. Clin Infect Dis 2013; 57:803-11. [PMID: 23784926 PMCID: PMC3749747 DOI: 10.1093/cid/cit402] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2013] [Accepted: 06/06/2013] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND A single-nucleotide polymorphism (SNP; rs12979860) near the IL28B gene has been associated with spontaneous and treatment-induced hepatitis C virus clearance. We investigated predictors of spontaneous disease resolution in a cohort of patients with acute hepatitis C (AHC), analyzing epidemiological, clinical and virological parameters together with IL28B.rs12979860 genotypes and cell-mediated immunity (CMI). METHODS Fifty-six symptomatic AHC patients were enrolled and followed prospectively. CMI was measured in 31 patients at multiple time points by interferon-γ enzyme-linked immunospot assay and was correlated to the IL28B.rs12979860 SNP. RESULTS Eighteen patients had a self-limiting AHC that was associated with female sex (P = .028), older age (P = .018), alanine aminotransferase level >1000 U/L (P = .027), total bilirubin level >7 mg/dL (P = .036), and IL28B.rs12979860 genotype CC (P = .030). In multivariate analysis, only CC genotype was independently associated with self-limiting AHC (odds ratio, 5.3; 95% confidence interval, 1.1-26.5). Patients with the CC genotype with self-limiting AHC had a stronger (P = .02) and broader (P = .013) CMI than patients with the CT genotype with chronically evolving AHC. In patients with chronically evolving disease, CC genotype was associated with a broader CMI compared to CT genotype (P = .028). A negative CMI was more frequently associated with CT genotype among persistently infected patients (P = .043) and with persistent infection among CT patients (P = .033). CONCLUSIONS . Self-limiting AHC was independently associated with CC genotype. The correlation between IL28B.rs12979860 genotypes and CMI is suggestive of a possible important role of CMI in favoring hepatitis C virus clearance in CC patients.
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Affiliation(s)
- Enea Spada
- National Centre of Epidemiology, Surveillance and Health Promotion, Istituto Superiore di Sanità, Rome, Italy.
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11
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Hajarizadeh B, Grebely J, Dore GJ. Case definitions for acute hepatitis C virus infection: a systematic review. J Hepatol 2012; 57:1349-60. [PMID: 22796896 DOI: 10.1016/j.jhep.2012.07.007] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2012] [Revised: 07/03/2012] [Accepted: 07/05/2012] [Indexed: 01/18/2023]
Abstract
BACKGROUND & AIMS Case definitions for recent hepatitis C virus (HCV) infection vary considerably between studies. The aim of this systematic review was to characterize case definitions for recent HCV and explore the heterogeneity in studies performed to date. METHODS A systematic literature search of MEDLINE, SCOPUS, and ISI Web of Knowledge was performed covering all studies of recent HCV infection cited between January 2000 and June 2011. The criteria used by each study to define cases of recent HCV infection were extracted, structured, and analyzed. RESULTS Overall, 195 articles were included, with 87% (n=169) providing a clear case definition for recent HCV infection. The most frequently used individual criteria for defining a case included HCV antibody seroconversion (77%), alanine aminotransferase (ALT) elevation (68%), and HCV RNA detection (63%). In studies using HCV antibody seroconversion, the window period between the last negative and the first positive antibody test varied widely across studies (4 weeks to 4 years). Considerable diversity was also observed with respect to the ALT threshold used to characterize ALT elevations, ranging from 2 to 20 times the upper limit of normal. HCV antibody seroconversion was used as a single criterion in 41% of the studies, while all other studies used at least two criteria (range: 2-9). Epidemiology/surveillance studies mostly used a more sensitive case definition, whereas treatment studies, natural history studies, and diagnosis studies used more specific case definitions. CONCLUSIONS Marked heterogeneity in case definitions for recent HCV infection was observed. Although a single case definition for recent HCV is not warranted, a degree of standardization within specific study categories would enable improved cross-study comparison and more uniform evaluation of HCV prevention and management strategies.
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Affiliation(s)
- Behzad Hajarizadeh
- Viral Hepatitis Clinical Research Program, The Kirby Institute, The University of New South Wales (UNSW), Sydney, NSW, Australia.
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12
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Kamili S, Drobeniuc J, Araujo AC, Hayden TM. Laboratory diagnostics for hepatitis C virus infection. Clin Infect Dis 2012; 55 Suppl 1:S43-8. [PMID: 22715213 DOI: 10.1093/cid/cis368] [Citation(s) in RCA: 119] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
Identification of prevalent infection by hepatitis C virus (HCV) is based serologically on detecting anti-HCV immunoglobulin G, using immunoassays, immunoblot assays, and, more recently, immunochromatography-based rapid tests. None discriminate between active and resolved HCV infection. Tests for detecting HCV RNA identify active HCV infection but are costly. Serologic assays for HCV antigens have been developed and show potential for diagnosis of active HCV infection, and their performance characteristics are undergoing evaluation. The diagnosis of acute HCV infection without the demonstration of seroconversion remains elusive.
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Affiliation(s)
- Saleem Kamili
- Division of Viral Hepatitis, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention, Centers for Disease Control and Prevention, 1600 Clifton Road NE, Atlanta, GA 30333, USA.
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13
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Ramos JA, Silva R, Hoffmann L, Ramos ALA, Cabello PH, Ürményi TP, Villella-Nogueira CA, Lewis-Ximenez L, Rondinelli E. Association of IL-10, IL-4, and IL-28B gene polymorphisms with spontaneous clearance of hepatitis C virus in a population from Rio de Janeiro. BMC Res Notes 2012; 5:508. [PMID: 22986179 PMCID: PMC3508811 DOI: 10.1186/1756-0500-5-508] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2012] [Accepted: 09/12/2012] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Cytokines play an important role in the regulation of the immune response. In hepatitis C virus (HCV) infection, cytokine levels may influence the outcome of acute HCV infection. Polymorphisms in cytokine genes have been associated to different expression levels in response to infection. This study was carried out to investigate the association of several cytokine gene polymorphisms with disease outcome in HCV-infected patients. FINDINGS Patients with chronic or spontaneously resolved HCV infection were included in a cross-sectional study. A comparative analysis was performed between the groups regarding frequency distribution of the following cytokines' gene polymorphisms: IL-10 (-1082 A/G; -819 T/C; -592 A/C), IL-4 (+33C/T), IFN-γ (+874 T/A), TNF-α (-238 G/A and -308 G/A) and IL-28B (rs12979860 C/T and rs8099917 T/G). RESULTS Eighteen patients with spontaneous viral clearance and 161 with chronic HCV infection were included. In the comparative analysis, the GG genotype of the IL-10 polymorphism -1082A/G was more frequent in patients with spontaneous viral clearance when compared to patients with chronic HCV (41.2% vs 6.2%; p = 0.001). This association was also found for the CC genotype of the IL-4 polymorphism +33C/T (72.2% vs 36.7%; p = 0.017) and the CC and TT genotypes of the IL-28B polymorphisms rs 12979860 and rs 8099917 (88.9% vs 30.3%; p < 0.001 and 88.9% vs 49.6%; p = 0.002). The IL10 (A-1082 G) and IL-28B (Crs12979860T) gene polymorphisms showed odds ratios of 12.848 and 11.077, respectively, and thus may have a greater influence on HCV spontaneous viral clearance. The IFN-γ (+874 T/A), TNF-α (-238 G/A and -308 G/A) polymorphisms did not show significant association with spontaneous viral clearance or chronicity. CONCLUSION The G allele for IL-10 (-1082 A/G), the C allele for IL-4 (+3 C/T) and the C and T alleles for IL-28B (rs12979860 and rs8099917, respectively) are associated with spontaneous viral clearance in hepatitis C infection.
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Affiliation(s)
- Juliene Antonio Ramos
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Instituto Federal de Educação Ciência e Tecnologia do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Rosane Silva
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Instituto Nacional para Pesquisa Translacional em Saúde e Ambiente na Região Amazônica, Conselho Nacional de Desenvolvimento Científico e Tecnológico/MCT, Rio de Janeiro, Brazil
| | - Luísa Hoffmann
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Ana Lucia Araújo Ramos
- Serviço de Hepatologia, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Turán Péter Ürményi
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cristiane Alves Villella-Nogueira
- Serviço de Hepatologia, Hospital Universitário Clementino Fraga Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Lia Lewis-Ximenez
- Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil
| | - Edson Rondinelli
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Departamento de Clínica Médica, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
- Instituto Nacional para Pesquisa Translacional em Saúde e Ambiente na Região Amazônica, Conselho Nacional de Desenvolvimento Científico e Tecnológico/MCT, Rio de Janeiro, Brazil
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14
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Deuffic-Burban S, Castel H, Wiegand J, Manns MP, Wedemeyer H, Mathurin P, Yazdanpanah Y. Immediate vs. delayed treatment in patients with acute hepatitis C based on IL28B polymorphism: a model-based analysis. J Hepatol 2012; 57:260-6. [PMID: 22521356 DOI: 10.1016/j.jhep.2012.03.020] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2011] [Revised: 03/06/2012] [Accepted: 03/12/2012] [Indexed: 12/23/2022]
Abstract
BACKGROUND & AIMS Timing of treatment initiation in acute hepatitis C (AHC) patients is unclear. Spontaneous viral clearance argues for a "watch-and-wait" strategy. However, early initiation of treatment could increase the sustained virological response (SVR) rate. We compared three different HCV treatment initiation strategies in patients with AHC according to presence of clinical symptoms and IL28B polymorphism: (1) within 2 months after transmission (immediate initiation), (2) at 3 months (early initiation), and (3) at 4/5 months (delayed initiation). METHODS We calculated spontaneous HCV clearance probability based on the symptomatic (sAHC) and asymptomatic (aAHC) nature of disease and C/C or non-C/C genotype. We used different SVR probabilities according to delay between transmission and treatment. We estimated the probability of developing chronic hepatitis C (CHC). RESULTS The probability of developing CHC was lower for immediate treatment initiation (7.1% in C/C and 7.3% in non-C/C patients with sAHC; 6.6% in C/C and 7.1% in non-C/C patients with aAHC) than for delayed initiation (13.5% in C/C and 18.0% in non-C/C patients with sAHC; 14.6% in C/C and 18.5% in non-C/C patients with aAHC) regardless of the presence of symptoms or IL28B genotype. CONCLUSIONS In patients such as health care workers, in whom HCV is detected ≤ 2 months following transmission, treatment should be immediately initiated regardless of clinical symptoms and IL28B polymorphism. In those in whom HCV is detected>2 months after transmission, treatment 4/5 months after may be preferable because of a higher rate of spontaneous HCV clearance after 2 months and a poor HCV treatment efficacy's differential between months 3 and 4/5.
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Affiliation(s)
- Sylvie Deuffic-Burban
- Inserm ATIP-AVENIR Modélisation, aide à la décision et coût-efficacité en maladies infectieuses, Lille/Paris, France.
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15
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de Vos AS, van der Helm JJ, Prins M, Kretzschmar ME. Determinants of persistent spread of HIV in HCV-infected populations of injecting drug users. Epidemics 2012; 4:57-67. [DOI: 10.1016/j.epidem.2012.01.001] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2011] [Revised: 12/24/2011] [Accepted: 01/03/2012] [Indexed: 02/05/2023] Open
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16
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Liu L, Fisher BE, Thomas DL, Cox AL, Ray SC. Spontaneous clearance of primary acute hepatitis C virus infection correlated with high initial viral RNA level and rapid HVR1 evolution. Hepatology 2012; 55:1684-91. [PMID: 22234804 PMCID: PMC3330174 DOI: 10.1002/hep.25575] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2011] [Accepted: 12/16/2011] [Indexed: 12/20/2022]
Abstract
UNLABELLED The aim of this study is to determine whether early viral dynamics and evolution predict outcome of primary acute hepatitis C virus (HCV) infection. HCV- and human immunodeficiency virus-negative injection drug users were enrolled prospectively and followed monthly to identify acute HCV infection using RNA detection. Subjects with more than 1 month between HCV-RNA-negative and -positive visits were excluded to ensure stringent acute infection. Differences in medians of log-transformed viral RNA levels and evolutionary rates in each gene of a 5'-hemigenomic amplicon were assessed using Mann-Whitney's rank-sum test. Correlation coefficient was calculated using Spearman's rank order. Initial viremia level was 50-fold higher in subjects with spontaneous clearance (compared with persistence) of primary acute HCV infection (median, 7.1 versus 5.4 log(10) IU/mL; P = 0.002). Initial viremia level in subjects with interleukin (IL)28B-C allele at rs12979860 and clearance was higher than that in subjects with IL28B-T allele and persistence (P = 0.001). Evolutionary rates in the hypervariable region 1 (HVR1) region of the E2 gene were significantly higher in self-resolvers than those in persistence subjects during early infection, whereas other genes or regions had comparable rates. All major substitutions in HVR1 in persistence subjects were convergent changes, whereas over the same time interval clearance subjects displayed divergent evolution, indicating different immune responses between the two groups. CONCLUSION Spontaneous clearance of acute HCV infection is predicted by high initial viremia as well as favorable IL28B genotype and is associated with rapid envelope-sequence evolution. This linkage of host genetics, viral dynamics, and evolution provides new directions for mechanistic studies. (HEPATOLOGY 2012;55:1684-1691).
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Affiliation(s)
- Lin Liu
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
- Institute for Infectious Diseases, Southwest Hospital, Third Military Medical University, Chongqing, China, 400038
| | - Brian E. Fisher
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
| | - David L. Thomas
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
- Department of Epidemiology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
| | - Andrea L. Cox
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
- Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
| | - Stuart C. Ray
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
- Department of Oncology, Johns Hopkins Medical Institutions, Baltimore, Maryland, USA, 21205
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17
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Stamm A, Valentine L, Potts R, Premenko-Lanier M. An intermediate dose of LCMV clone 13 causes prolonged morbidity that is maintained by CD4+ T cells. Virology 2012; 425:122-32. [PMID: 22305620 DOI: 10.1016/j.virol.2012.01.005] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2011] [Revised: 11/21/2011] [Accepted: 01/09/2012] [Indexed: 11/19/2022]
Abstract
Wasting is a sign of various underlying disorders and is a common feature of cancer, sepsis, and AIDS. We have developed an in vivo model to study the various stages of wasting following infection of mice with lymphocytic choriomeningitis virus cl-13. Using this model we have identified four distinct stages of wasting and have discovered that all stages occur in the different groups of mice regardless of whether the virus is cleared or persists. However, the degree and extent of wasting vary between groups of mice, depending upon the dose of virus administered. Blocking IFNγ or TNFα, which are believed to take part in the wasting process, did not affect the wasting state. Finally, we found that CD4+ T cells control the maintenance stage of wasting. We believe this model will be useful in studying the regulation of wasting during a persistent viral infection, hopefully leading to improved therapies to ameliorate the disorder.
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Affiliation(s)
- Andrew Stamm
- University of California San Francisco, Division of Experimental Medicine, San Francisco, CA 94110, USA
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18
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Poustchi H, Esmaili S, Mohamadkhani A, Nikmahzar A, Pourshams A, Sepanlou SG, Merat S, Malekzadeh R. The impact of illicit drug use on spontaneous hepatitis C clearance: experience from a large cohort population study. PLoS One 2011; 6:e23830. [PMID: 21887326 PMCID: PMC3161071 DOI: 10.1371/journal.pone.0023830] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2011] [Accepted: 07/26/2011] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND AND AIMS Acute hepatitis C infection usually ends in chronic infection, while in a minority of patients it is spontaneously cleared. The current population-based study is performed on a large cohort in Golestan province of Iran to examine the demographic correlates of Spontaneous Hepatitis C Clearance. METHODS Serum samples used in this study had been stored in biorepository of Golestan Cohort Study. These samples were evaluated for anti hepatitis C Virus by third generation Enzyme-linked immunosorbent assay (ELISA). Subjects who tested positive were then invited and tested by Recombinant Immunoblot Assay (RIBA) and Ribonucleic Acid Polymerase Chain Reaction test (PCR). If tested positive for RIBA, subjects were recalled and the two tests were re-done after 6 months. Those subjects who again tested positive for RIBA but negative for PCR were marked as cases of spontaneous clearance. RESULTS 49,338 serum samples were evaluated. The prevalence of Chronic Hepatitis C Virus (CHCV) infection based on PCR results was 0.31%. Among those who had acquired hepatitis C, the rate of SC was 38%. In multivariate analysis, illicit drug use both Injecting Use (OR = 3.271, 95% CI: 1.784-6.000, p-value<0.001) and Non-Injecting Use (OR = 1.901, 95% CI: 1.068-3.386, p-value = 0.029) were significant correlates of CHCV infection versus SC. CONCLUSIONS Illicit drug use whether intravenous or non-intravenous is the only significant correlate of CHCV, for which several underlying mechanisms can be postulated including repeated contacts with hepatitis C antigen.
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Affiliation(s)
- Hossein Poustchi
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Saeed Esmaili
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Ashraf Mohamadkhani
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Aghbibi Nikmahzar
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Akram Pourshams
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Sadaf G. Sepanlou
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Shahin Merat
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
| | - Reza Malekzadeh
- Digestive Disease Research Center, Shariati Hospital, Tehran University of Medical Sciences, Tehran, Tehran, Iran
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19
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Prevalence and clinical presentations of hepatitis C virus among patients admitted to the rheumatology ward. Rheumatol Int 2011; 32:2691-5. [DOI: 10.1007/s00296-011-2014-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2011] [Accepted: 07/10/2011] [Indexed: 01/19/2023]
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20
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Strasak AM, Kim AY, Lauer GM, de Sousa PS, Ginuino CF, Fernandes CA, Velloso CE, de Almeida AJ, de Oliveira JM, Yoshida CF, Schulze zur Wiesch J, Paranhos-Baccalá G, Lang S, Brant LJ, Ulmer H, Strohmaier S, Kaltenbach L, Lampe E, Lewis-Ximenez LL. Antibody dynamics and spontaneous viral clearance in patients with acute hepatitis C infection in Rio de Janeiro, Brazil. BMC Infect Dis 2011; 11:15. [PMID: 21226945 PMCID: PMC3032695 DOI: 10.1186/1471-2334-11-15] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2010] [Accepted: 01/12/2011] [Indexed: 02/07/2023] Open
Abstract
Background The anti-HCV antibody response has not been well characterized during the early phase of HCV infection and little is known about its relationship to the clinical course during this period. Methods We analyzed serial anti-HCV antibodies longitudinally obtained from a prospective cohort of 65 patients with acute HCV infection by using a microparticle enzyme immunoassay AxSYM HCV 3.0 (Abbott Diagnostics) during the first 12 months from HCV acquisition in Rio de Janeiro, Brazil. Spontaneous viral clearance (SVC) was defined as undetectable HCV RNA in serum, in the absence of treatment, for three consecutive HCV PCR tests within 12-months of follow-up. Results Baseline antibody values were similar among patient groups with self-limiting HCV evolution (n = 34) and persistent viremia (n = 31) [median (interquartile range) signal/cut-off ratio (s/co) 78.7 (60.7-93.8) vs. 93.9 (67.8-111.9), p = 0.26]. During 12-months follow-up, patients with acute spontaneous resolving HCV infection showed significantly lower serial antibody response in comparison to individuals progressing to chronic infection [median (interquartile range) s/co 62.7 (35.2-85.0) vs. 98.4 (70.4-127.4), p < 0.0001]. In addition, patients with self-limiting HCV evolution exhibited an expeditious, sharp decline of serial antibody values after SVC in comparison to those measured before SVC [median (interquartile range) s/co 56.0 (25.4-79.3) vs. 79.4 (66.3-103.0), p < 0.0001]. Conclusion Our findings indicate a rapid short-term decline of antibody values in patients with acute spontaneous resolving HCV infection.
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Affiliation(s)
- Alexander M Strasak
- Department of Medical Statistics, Informatics and Health Economics, Innsbruck Medical University, Innsbruck, Austria
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