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1.
Clin Mol Hepatol ; 30(2): 191-205, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38190830

RESUMO

BACKGROUND/AIMS: Four-week treatment of linvencorvir (RO7049389) was generally safe and well tolerated, and showed anti-viral activity in chronic hepatitis B (CHB) patients. This study evaluated the efficacy, safety, and pharmacokinetics of 48-week treatment with linvencorvir plus standard of care (SoC) in CHB patients. METHODS: This was a multicentre, non-randomized, non-controlled, open-label phase 2 study enrolling three cohorts: nucleos(t)ide analogue (NUC)-suppressed patients received linvencorvir plus NUC (Cohort A, n=32); treatment-naïve patients received linvencorvir plus NUC without (Cohort B, n=10) or with (Cohort C, n=30) pegylated interferon-α (Peg-IFN-α). Treatment duration was 48 weeks, followed by NUC alone for 24 weeks. RESULTS: 68 patients completed the study. No patient achieved functional cure (sustained HBsAg loss and unquantifiable HBV DNA). By Week 48, 89% of treatment-naïve patients (10/10 Cohort B; 24/28 Cohort C) reached unquantifiable HBV DNA. Unquantifiable HBV RNA was achieved in 92% of patients with quantifiable baseline HBV RNA (14/15 Cohort A, 8/8 Cohort B, 22/25 Cohort C) at Week 48 along with partially sustained HBV RNA responses in treatment-naïve patients during follow-up period. Pronounced reductions in HBeAg and HBcrAg were observed in treatment-naïve patients, while HBsAg decline was only observed in Cohort C. Most adverse events were grade 1-2, and no linvencorvir-related serious adverse events were reported. CONCLUSION: 48-week linvencorvir plus SoC was generally safe and well tolerated, and resulted in potent HBV DNA and RNA suppression. However, 48-week linvencorvir plus NUC with or without Peg-IFN did not result in the achievement of functional cure in any patient.


Assuntos
Antivirais , Hepatite B Crônica , Imidazóis , Pirazinas , Humanos , Antivirais/efeitos adversos , Capsídeo , DNA Viral , Antígenos E da Hepatite B , Antígenos de Superfície da Hepatite B , Vírus da Hepatite B/genética , Hepatite B Crônica/tratamento farmacológico , Polietilenoglicóis , RNA , Padrão de Cuidado , Resultado do Tratamento
2.
Liver Int ; 44(3): 749-759, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38131420

RESUMO

BACKGROUND & AIMS: aMAP score, as a hepatocellular carcinoma risk score, is proven to be associated with the degree of chronic hepatitis B-related liver fibrosis. We aimed to evaluate the ability of aMAP score for metabolic dysfunction-associated steatotic liver disease (MASLD; formerly NAFLD)-related fibrosis diagnosis and establish a machine-learning (ML) model to improve the diagnostic performance. METHODS: A total of 946 biopsy-proved MASLD patients from China and the United States were included in the analysis. The aMAP score, demographic/clinical indices and liver stiffness measurement (LSM) were included in seven ML algorithms to build fibrosis diagnostic models in the training set (N = 703). The performance of ML models was evaluated in the external validation set (N = 125). RESULTS: The AUROCs of aMAP versus fibrosis-4 index (FIB-4) and aspartate aminotransferase-platelet ratio (APRI) in cirrhosis and advanced fibrosis were (0.850 vs. 0.857 [P = 0.734], 0.735 [P = 0.001]) and (0.759 vs. 0.795 [P = 0.027], 0.709 [P = 0.049]). When using dual cut-off values, aMAP had a smaller uncertainty area and higher accuracy (26.9%, 86.6%) than FIB-4 (37.3%, 85.0%) and APRI (59.0%, 77.3%) in cirrhosis diagnosis. The seven ML models performed satisfactorily in most cases. In the validation set, the ML model comprising LSM and 5 indices (including age, sex, platelets, albumin and total bilirubin used in aMAP calculator), built by logistic regression algorithm (called LSM-plus model), exhibited excellent performance. In cirrhosis and advanced fibrosis detection, the LSM-plus model had higher accuracy (96.8%, 91.2%) than LSM alone (86.4%, 67.2%) and Agile score (76.0%, 83.2%), respectively. Additionally, the LSM-plus model also displayed high specificity (cirrhosis: 98.3%; advanced fibrosis: 92.6%) with satisfactory AUROC (0.932, 0.875, respectively) and sensitivity (88.9%, 82.4%, respectively). CONCLUSIONS: The aMAP score is capable of diagnosing MASLD-related fibrosis. The LSM-plus model could accurately identify MASLD-related cirrhosis and advanced fibrosis.


Assuntos
Técnicas de Imagem por Elasticidade , Fígado , Humanos , Fígado/patologia , Biópsia , Biomarcadores , Cirrose Hepática/diagnóstico , Cirrose Hepática/patologia , Fibrose , Aspartato Aminotransferases , Curva ROC
3.
J Hepatol ; 79(4): 933-944, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37302583

RESUMO

BACKGROUND & AIMS: Current hepatocellular carcinoma (HCC) risk scores do not reflect changes in HCC risk resulting from liver disease progression/regression over time. We aimed to develop and validate two novel prediction models using multivariate longitudinal data, with or without cell-free DNA (cfDNA) signatures. METHODS: A total of 13,728 patients from two nationwide multicenter prospective observational cohorts, the majority of whom had chronic hepatitis B, were enrolled. aMAP score, as one of the most promising HCC prediction models, was evaluated for each patient. Low-pass whole-genome sequencing was used to derive multi-modal cfDNA fragmentomics features. A longitudinal discriminant analysis algorithm was used to model longitudinal profiles of patient biomarkers and estimate the risk of HCC development. RESULTS: We developed and externally validated two novel HCC prediction models with a greater accuracy, termed aMAP-2 and aMAP-2 Plus scores. The aMAP-2 score, calculated with longitudinal data on the aMAP score and alpha-fetoprotein values during an up to 8-year follow-up, performed superbly in the training and external validation cohorts (AUC 0.83-0.84). The aMAP-2 score showed further improvement and accurately divided aMAP-defined high-risk patients into two groups with 5-year cumulative HCC incidences of 23.4% and 4.1%, respectively (p = 0.0065). The aMAP-2 Plus score, which incorporates cfDNA signatures (nucleosome, fragment and motif scores), optimized the prediction of HCC development, especially for patients with cirrhosis (AUC 0.85-0.89). Importantly, the stepwise approach (aMAP -> aMAP-2 -> aMAP-2 Plus) stratified patients with cirrhosis into two groups, comprising 90% and 10% of the cohort, with an annual HCC incidence of 0.8% and 12.5%, respectively (p <0.0001). CONCLUSIONS: aMAP-2 and aMAP-2 Plus scores are highly accurate in predicting HCC. The stepwise application of aMAP scores provides an improved enrichment strategy, identifying patients at a high risk of HCC, which could effectively guide individualized HCC surveillance. IMPACT AND IMPLICATIONS: In this multicenter nationwide cohort study, we developed and externally validated two novel hepatocellular carcinoma (HCC) risk prediction models (called aMAP-2 and aMAP-2 Plus scores), using longitudinal discriminant analysis algorithm and longitudinal data (i.e., aMAP and alpha-fetoprotein) with or without the addition of cell-free DNA signatures, based on 13,728 patients from 61 centers across mainland China. Our findings demonstrated that the performance of aMAP-2 and aMAP-2 Plus scores was markedly better than the original aMAP score, and any other existing HCC risk scores across all subsets, especially for patients with cirrhosis. More importantly, the stepwise application of aMAP scores (aMAP -> aMAP-2 -> aMAP-2 Plus) provides an improved enrichment strategy, identifying patients at high risk of HCC, which could effectively guide individualized HCC surveillance.


Assuntos
Carcinoma Hepatocelular , Ácidos Nucleicos Livres , Hepatite B Crônica , Neoplasias Hepáticas , Humanos , Carcinoma Hepatocelular/diagnóstico , Carcinoma Hepatocelular/epidemiologia , Carcinoma Hepatocelular/etiologia , Neoplasias Hepáticas/diagnóstico , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/etiologia , alfa-Fetoproteínas , Estudos de Coortes , Cirrose Hepática/diagnóstico , Cirrose Hepática/genética , Cirrose Hepática/complicações , Hepatite B Crônica/complicações
4.
Hepatology ; 78(2): 592-606, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-36896974

RESUMO

BACKGROUND AND AIM: Long-term maintenance of viral control, even HBsAg loss, remains a challenge for chronic hepatitis B (CHB) patients undergoing nucleos(t)ide analogue (NA) discontinuation. This study aimed to investigate the relationship between HBV-specific T-cell responses targeting peptides spanning the whole proteome and clinical outcomes in CHB patients after NA discontinuation. APPROACH AND RESULTS: Eighty-eight CHB patients undergoing NA discontinuation were classified as responders (remained relapse-free up to 96 weeks) or relapsers (relapsed patients who underwent NA retreatment for up to 48 weeks and reachieved stable viral control). HBV-specific T-cell responses were detected at baseline and longitudinally throughout the follow-up. We found responders had a greater magnitude of HBV polymerase (Pol)-specific T-cell responses than relapsers at baseline. After long-term NA discontinuation, simultaneously enhanced HBV Core-induced and Pol-induced responses were observed in responders. Particularly, responders with HBsAg loss possessed enhanced HBV Envelope (Env)-induced responses after short-term and long-term follow-up. Notably, CD4 + T cells accounted for the predominance of HBV-specific T-cell responses. Correspondingly, CD4-deficient mice showed attenuated HBV-specific CD8 + T-cell responses, reduced HBsAb-producing B cells, and delayed HBsAg loss; in contrast, in vitro addition of CD4 + T cells promoted HBsAb production by B cells. Besides, IL-9, rather than PD-1 blockade, enhanced HBV Pol-specific CD4 + T-cell responses. CONCLUSION: HBV-specific CD4 + T-cell responses induced by the targeted peptide possess specificities for long-term viral control and HBsAg loss in CHB patients undergoing NA discontinuation, indicating that CD4 + T cells specific to distinct HBV antigens may endow with divergent antiviral potential.


Assuntos
Linfócitos T CD4-Positivos , Antígenos de Superfície da Hepatite B , Hepatite B Crônica , Animais , Camundongos , Antivirais/uso terapêutico , DNA Viral , Antígenos E da Hepatite B , Vírus da Hepatite B , Hepatite B Crônica/tratamento farmacológico , Resultado do Tratamento , Nucleosídeos/análogos & derivados
5.
Clin Gastroenterol Hepatol ; 21(12): 3070-3079.e13, 2023 11.
Artigo em Inglês | MEDLINE | ID: mdl-36933605

RESUMO

BACKGROUND & AIMS: The changes in liver stiffness measurement (LSM) are unreliable to estimate regression of fibrosis during antiviral treatment for chronic hepatitis B (CHB) patients. The age-male-albumin-bilirubin-platelets score (aMAP), as an accurate hepatocellular carcinoma risk score, may reflect the liver fibrosis stage. Here, we aimed to evaluate the performance of aMAP for diagnosing liver fibrosis in CHB patients with or without treatment. METHODS: A total of 2053 patients from 2 real-world cohorts and 2 multicentric randomized controlled trials in China were enrolled, among which 2053 CHB patients were included in the cross-sectional analysis, and 889 CHB patients with paired liver biopsies before and after 72 or 104 weeks of treatment were included in the longitudinal analysis. RESULTS: In the cross-sectional analysis, the areas under the receiver operating characteristic curve of aMAP in diagnosing cirrhosis and advanced fibrosis were 0.788 and 0.757, which were comparable with or significantly higher than those of the fibrosis index based on 4 factors and the aspartate aminotransferase-platelet ratio. The stepwise approach using aMAP and LSM further improved performance in detecting cirrhosis and advanced fibrosis with the smallest uncertainty area (29.7% and 46.2%, respectively) and high accuracy (82.3% and 79.8%, respectively). In the longitudinal analysis, we established a novel model (aMAP-LSM model) by calculating aMAP and LSM results before and after treatment, which had satisfactory performance in diagnosing cirrhosis and advanced fibrosis after treatment (area under the receiver operating characteristic curve, 0.839 and 0.840, respectively), especially for those with a significant decrease in LSM after treatment (vs LSM alone, 0.828 vs 0.748; P < .001 [cirrhosis]; 0.825 vs 0.750; P < .001 [advanced fibrosis]). CONCLUSIONS: The aMAP score is a promising noninvasive tool for diagnosing fibrosis in CHB patients. The aMAP-LSM model could accurately estimate fibrosis stage for treated CHB patients.


Assuntos
Técnicas de Imagem por Elasticidade , Hepatite B Crônica , Humanos , Masculino , Hepatite B Crônica/complicações , Hepatite B Crônica/patologia , Estudos Transversais , Técnicas de Imagem por Elasticidade/métodos , Cirrose Hepática/diagnóstico , Cirrose Hepática/patologia , Fígado/diagnóstico por imagem , Fígado/patologia , Curva ROC , Biópsia , Ensaios Clínicos Controlados Aleatórios como Assunto
6.
J Med Virol ; 95(2): e28501, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36655747

RESUMO

Data on the dynamic changes in chronic hepatitis B (CHB) patients with nonalcoholic fatty liver disease (NAFLD) during antiviral therapy are scarce. We aimed to investigate the evolution of NAFLD status change in CHB patients treated with nucleos(t)ide analogues (NAs) and its influence on therapeutic outcomes. This retrospective study included 164 HBeAg-positive CHB patients from a randomized controlled trial who were treated with NAs for 104 weeks and underwent paired liver biopsies. Histological evaluation was performed at baseline and Week 104. The patients were divided into four groups according to NAFLD status changes. From baseline to Week 104, the overall percentage of CHB patients with concurrent NAFLD increased from 17.1% to 26.2% (p = 0.044). Among them, 7 of 28 patients (25.0%) with NAFLD at baseline showed NAFLD remission at week 104, while 22 of 136 patients (16.2%) without NAFLD at baseline developed new-onset NAFLD. In subgroup analyses, the new-onset and sustained NAFLD groups showed significantly lower rates of biochemical response at week 104 as compared to the sustained non-NAFLD group (77.3% and 57.1% vs. 93.9%, respectively; all p < 0.05), as well as fibrosis improvement (31.8% and 42.9% vs. 69.3%, respectively; all p < 0.05). NAFLD status changes did not influence the virological response, HBeAg seroconversion, and necroinflammation improvement (all p > 0.05). In HBeAg-positive CHB patients receiving NAs therapy, new-onset and sustained NAFLD may counteract the benefits of antiviral therapy, reducing the rate of biochemical response and fibrosis improvement.


Assuntos
Hepatite B Crônica , Hepatopatia Gordurosa não Alcoólica , Humanos , Antivirais/uso terapêutico , Antígenos E da Hepatite B/análise , Hepatite B Crônica/tratamento farmacológico , Resultado do Tratamento , Estudos Retrospectivos , Fibrose , Vírus da Hepatite B
7.
Hepatol Int ; 16(3): 649-657, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35412215

RESUMO

AIMS: To evaluate the efficiency of ultrasonic spleen thickness (UST), routine variables and (expanded) Baveno VI criteria for high-risk gastroesophageal varices (HRGOV) detection in cirrhotic patients. METHODS: In total, 305 cirrhotic patients were retrospectively enrolled in the deriving cohort and 328 cirrhotic patients with hepatitis B sustained viral response were prospectively enrolled in the validation cohort. HRGOV was defined as medium and severe gastroesophageal varices (GOV), mild GOV with red signs or Child-Pugh C. The cut-offs for HRGOV were determined by likelihood ratio indicating strong evidences. Algorithms of Spleen thickness-Age-Liver stiffness measurement (LSM, by Fibroscan®)-Albumin (SALA) and Spleen thickness-Platelet-Albumin (SPA) were derived by multivariate analyses. RESULTS: The area under receiver operating characteristics curve of SALA, SPA, UST, platelet, and LSM were 0.849, 0.835, 0.808, 0.746, and 0.655 in the deriving cohort, and improved to 0.901, 0.904, 0.858, 0.876, and 0.811 in the validation cohort, respectively. While SALA, SPA, UST, platelet, Baveno VI criteria (BVI), and expanded BVI spared 46.6%, 38.0%, 29.2%, 21.0%, 12.1%, and 23.6% esophagogastroduodenoscopy in the deriving cohort, these numbers were improved to 68.1%, 66.8%, 27.1%, 37.8%, 36.0%, and 61.0% in the validating cohort, respectively; however, the negative likelihood ratio of expanded BVI was up to 0.16. SPA spared less esophagogastroduodenoscopy than SALA, which can be supplemented by stepwise applying UST and SPA. Sequentially combining UST and SALA, BVI and SALA exempted additional 10-5% endoscopies. CONCLUSIONS: SPA, without LSM, improves HRGOV detection comparing with BVI. UST based algorithms combination can achieve the best efficiency especially in sustained virus response hepatitis B.


Assuntos
Técnicas de Imagem por Elasticidade , Varizes Esofágicas e Gástricas , Hepatite B , Varizes , Albuminas , Varizes Esofágicas e Gástricas/diagnóstico por imagem , Varizes Esofágicas e Gástricas/patologia , Hepatite B/complicações , Hepatite B/diagnóstico por imagem , Vírus da Hepatite B , Humanos , Cirrose Hepática/complicações , Cirrose Hepática/diagnóstico por imagem , Contagem de Plaquetas , Estudos Retrospectivos , Baço/diagnóstico por imagem , Baço/patologia , Ultrassom , Varizes/patologia
8.
Dig Dis Sci ; 67(6): 2608-2626, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-34008117

RESUMO

BACKGROUND: Quantitative data are limited on the natural course of liver fibrosis in patients with chronic HBV infection (CHB). AIMS: To estimate the prevalence of fibrosis status including non-fibrosis, significant fibrosis, advanced fibrosis, and cirrhosis throughout the natural course of CHB. METHODS: We searched Cochrane library, EMBASE, PubMed, SCOPUS, Web of Science, and ScienceDirect from January 1993 to November 2019 for studies with histologic data on liver fibrosis in CHB natural course. CHB course was defined based on current criteria for identifying infection phases as recommended by international clinical practice guidelines, including the HBeAg-positive immune-tolerant, HBeAg-positive immune-active, HBeAg-negative immune-inactive, HBeAg-negative immune-reactive, and HBsAg-negative phases. Pooled prevalence rate of fibrosis status at each phase was obtained from random-effect meta-analyses. RESULTS: Thirty-three studies with 9,377 adult participants (23.8-49.0 age years; 45.5-88.6% males) were eligible and finally included. The estimated prevalence of non-fibrosis, significant fibrosis, advanced fibrosis, and cirrhosis was, for HBeAg-positive immune-tolerant phase: 31.2% (95%CI 15.6-46.7), 16.9% (95%CI 7.8-26.1), 5.4% (95%CI 0.0-11.2), and 0.0% (95%CI 0.0-1.5); HBeAg-positive immune-active phase: 6.9% (95%CI 3.6-10.2), 50.6% (95%CI 39.2-61.9), 32.1% (95%CI 24.2-40.0), and 12.8% (95%CI 8.6-17.0); HBeAg-negative immune-inactive phase: 32.4% (95%CI 0.0-100.0), 24.8% (95%CI 4.5-45.1), 3.0% (95%CI 0.0-8.3), and 0.0% (95%CI 0.0-1.0); and HBeAg-negative immune-reactive phase: 6.3% (95%CI 3.5-9.2), 50.3% (95%CI 38.9-61.7), 30.3% (95%CI 20.9-39.6), and 10.0% (95%CI 6.6-13.5), respectively. There was only one study for HBsAg-negative phase, thus not allowing further meta-analyses. CONCLUSIONS: Fibrosis risk persists through CHB natural course. These data can support risk estimation in clinical practice and provide reference for noninvasive investigation.


Assuntos
Hepatite B Crônica , Adulto , DNA Viral , Feminino , Antígenos de Superfície da Hepatite B , Antígenos E da Hepatite B , Vírus da Hepatite B/genética , Hepatite B Crônica/complicações , Hepatite B Crônica/epidemiologia , Humanos , Cirrose Hepática/diagnóstico , Cirrose Hepática/epidemiologia , Masculino
9.
J Gastroenterol Hepatol ; 37(3): 471-479, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-34894002

RESUMO

BACKGROUND AND AIM: Tenofovir disoproxil fumarate (TDF) is a first-line treatment for chronic hepatitis B virus (HBV) infection for its high potency and a low rate of drug resistance. This study investigated the efficacy and safety of TDF in Chinese patients with chronic hepatitis B (CHB) infection after treatment failure with multiple nucleos(t)ide analogues (NAs). METHODS: Patients included were aged 18-65 years, with treatment failure with multiple NAs (serum HBV DNA > 200 IU/mL after more than two different NA treatments). The primary endpoint was proportion of patients with serum HBV DNA < 20 IU/mL at Week 144 of TDF monotherapy. Secondary endpoints and safety were also assessed. RESULTS: Overall, 213 patients were enrolled. At Week 144, mean HBV DNA decreased significantly from baseline (4.4 vs 1.4 log10 IU/mL), with 77.0% patients (95% confidence interval: 71.1, 82.9) achieving serum HBV DNA < 20 IU/mL. Three (1.4%) patients experienced virological breakthrough during TDF monotherapy, without hepatitis flare. At Week 144, 15.3% and 4.7% patients (hepatitis B e antigen [HBeAg]-positive at baseline) experienced HBeAg loss and HBeAg seroconversion, respectively; 68.3% patients achieved normalized alanine aminotransferase levels. Overall, 58.7% patients experienced more than one adverse event (AE). Most common AEs were upper respiratory tract infection and blood creatine phosphokinase increase; 8.5% patients experienced study drug-related AEs; 9.4% patients experienced serious AEs (none were TDF-related). Among renal safety parameters, overall trend of mean serum phosphorous level remained stable, while mean estimated glomerular filtration rate increased slightly. CONCLUSIONS: Tenofovir disoproxil fumarate monotherapy is efficacious in CHB patients with multiple NAs treatment failure with no new safety findings.


Assuntos
Hepatite B Crônica , Tenofovir , Adolescente , Adulto , Idoso , Antivirais/uso terapêutico , DNA Viral/sangue , Vírus da Hepatite B/genética , Hepatite B Crônica/tratamento farmacológico , Humanos , Pessoa de Meia-Idade , Tenofovir/efeitos adversos , Tenofovir/uso terapêutico , Falha de Tratamento , Resultado do Tratamento , Adulto Jovem
10.
J Infect Dis ; 226(5): 881-890, 2022 09 13.
Artigo em Inglês | MEDLINE | ID: mdl-34931674

RESUMO

BACKGROUND: Whether serum hepatitis B virus (HBV) RNA associates with hepatocellular carcinoma (HCC) development in chronic hepatitis B (CHB) patients has not been fully elucidated. METHODS: We enrolled 2974 patients receiving nucleos(t)ide analogues (NAs) from a prospective, observational CHB cohort to investigate the effect of serum HBV RNA, measured at study entry (baseline), on HCC development, using Cox regression analyses. RESULTS: During median follow-up of 4.4 years, 90 patients developed HCC. Patients with detectable baseline HBV RNA (n = 2072) exhibited significantly higher HCC risk than those with undetectable level (5-year HCC incidence estimated by Kaplan-Meier method: 4.1% versus 1.8%, P = .009; adjusted hazard ratio [aHR] = 2.21, P = .005). HBV RNA levels of 609-99 999 and ≥100 000 copies/mL were associated with incrementally increasing HCC risk (aHR = 2.15 and 3.05, respectively; P for trend = .003), compared to undetectable level (<609 copies/mL). Moreover, patients with single-detectable either HBV DNA or RNA and double-detectable DNA and RNA had 1.57- and 4.02-fold higher HCC risk, respectively, than those with double-undetectable DNA and RNA (P for trend = .001). CONCLUSIONS: High-level HBV RNA is associated with increased HCC risk in NAs-treated patients. Achieving undetectable HBV RNA may contribute to better clinical outcomes, indicating it could be a valuable endpoint of anti-HBV treatment.


Assuntos
Carcinoma Hepatocelular , Hepatite B Crônica , Neoplasias Hepáticas , Antivirais/farmacologia , Carcinoma Hepatocelular/epidemiologia , DNA Viral , Vírus da Hepatite B/genética , Hepatite B Crônica/complicações , Hepatite B Crônica/tratamento farmacológico , Humanos , Neoplasias Hepáticas/epidemiologia , Nucleosídeos/farmacologia , Estudos Prospectivos , RNA
11.
Aliment Pharmacol Ther ; 54(3): 329-338, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34157146

RESUMO

BACKGROUND: Obesity is typically associated with metabolic dysfunction, but its impact on hepatocellular carcinoma (HCC) remains unclear in patients with chronic hepatitis B (CHB). AIM: To study the effect of obesity on HCC development in patients with CHB receiving antiviral therapy. METHODS: We included patients from a Chinese multicentre, prospective, observational, treated CHB cohort in this study. General obesity was evaluated by body-mass index (BMI). Central obesity was evaluated by waist circumference, waist-to-hip ratio and waist-to-height ratio. RESULTS: A total of 5754 nucleos(t)ide analogue treated patients were enrolled in the analysis. The 5-year cumulative incidence of HCC was 2.9%. Waist-to-height ratio performed better in predicting HCC development than BMI, waist circumference or waist-to-hip ratio. Patients with central obesity (defined as waist-to-height ratio >0.5) had significantly higher 5-year incidence of HCC than those without central obesity in the overall population (3.9% vs 2.1%, hazard ratio [HR]: 2.06, P = 0.0001) and 745 propensity score matched pairs (4.7% vs 2.3%, HR: 2.04, P = 0.026), respectively. Besides cirrhosis status and aMAP HCC risk score, central obesity was also independently associated with HCC risk (HR: 1.63, P = 0.013). Waist-to-height ratio gain within 1 year was associated with a significantly higher HCC risk with an adjusted HR value of 1.88 (95% confidence interval: 1.12-3.13, P = 0.017). CONCLUSIONS: Central obesity, evaluated by the waist-to-height ratio, was associated with a twofold increase in HCC risk among CHB patients receiving antiviral treatment, highlighting the important role of abnormal metabolic function in the progression of liver disease.


Assuntos
Carcinoma Hepatocelular , Hepatite B Crônica , Neoplasias Hepáticas , Obesidade Abdominal , Antivirais/uso terapêutico , Carcinoma Hepatocelular/tratamento farmacológico , Carcinoma Hepatocelular/epidemiologia , Carcinoma Hepatocelular/etiologia , Vírus da Hepatite B , Hepatite B Crônica/complicações , Hepatite B Crônica/tratamento farmacológico , Hepatite B Crônica/epidemiologia , Humanos , Incidência , Cirrose Hepática/tratamento farmacológico , Neoplasias Hepáticas/tratamento farmacológico , Neoplasias Hepáticas/epidemiologia , Neoplasias Hepáticas/etiologia , Obesidade/complicações , Obesidade/tratamento farmacológico , Obesidade/epidemiologia , Obesidade Abdominal/complicações , Obesidade Abdominal/epidemiologia , Estudos Prospectivos , Estudos Retrospectivos
12.
Antiviral Res ; 189: 105037, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33711337

RESUMO

BACKGROUND: Whether different serum HBV RNA detection assays can consistently predict treatment outcomes in patients with chronic hepatitis B remains controversial. METHODS: We enrolled 188 patients who had stopped nucleos(t)ide analogues (NAs) (STOP cohort-1, -2) and 78 receiving entecavir (ETV) therapy (ETV cohort) and used double-target (targeting both 5' and 3' ends of the HBV pregenome RNA [DT-RNA]) and three single-target (targeting the S-region [S-RNA], X-region [X-RNA], and poly-A tail of HBV RNA [PolyA-RNA]) assays to predict treatment outcomes. RESULTS: In STOP cohorts, DT-RNA, S-RNA and X-RNA at NAs cessation showed higher predictive powers for clinical relapse (time-dependent areas under the curve [AUCs] for years 1, 2, 3, and 4 ranged between 0.724 and 0.772 in cohort-1, and between 0.741 and 0.824 in cohort-2) than the PolyA-RNA (AUCs between 0.604 and 0.611 in cohort-1; and between 0.530 and 0.584 in cohort-2). The predictive power for 2-year HBeAg loss of the four targeted RNAs in the ETV cohort at 6 months were similar (AUCs, 0.848, 0.838, 0.825, and 0.801), and superior to that of the HBV DNA level at 6 months (AUC, 0.721). CONCLUSION: The outcome prediction performance of serum HBV RNAs is methodology-dependent. PolyA-RNA detection was not recommended to predict off-treatment relapses.


Assuntos
Vírus da Hepatite B/genética , Vírus da Hepatite B/metabolismo , Hepatite B Crônica/sangue , Técnicas de Diagnóstico Molecular/métodos , RNA Viral/sangue , Carga Viral/métodos , Adulto , Antivirais/uso terapêutico , China , DNA Viral/sangue , Feminino , Guanina/análogos & derivados , Guanina/uso terapêutico , Antígenos de Superfície da Hepatite B/sangue , Antígenos E da Hepatite B/sangue , Vírus da Hepatite B/isolamento & purificação , Hepatite B Crônica/tratamento farmacológico , Hepatite B Crônica/virologia , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Recidiva , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
13.
Aliment Pharmacol Ther ; 52(4): 692-700, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32613672

RESUMO

BACKGROUND: Serum hepatitis B virus (HBV) RNA is a novel biomarker for evaluating treatment response. Detailed information regarding serum HBV RNA kinetics during treatment with nucleos(t)ide analogues (NAs) is limited. AIMS: To ascertain serum HBV RNA kinetics during long-term NA treatment and identify associated factors. METHODS: We enrolled 76 HBeAg-positive chronic hepatitis B patients receiving NA from randomised controlled trials. Laboratory assays were undertaken every 3 months. Factors associated with serum HBV RNA kinetics were identified by generalised estimating equations. RESULTS: Baseline serum HBV RNA was 8.5 ± 1.0 log10  copies/mL. Decline in serum HBV RNA during NA therapy was biphasic: the first phase (HBV DNA detectable) had a fast decrease (median slope, -0.207 log10  copies/mL/month) and was followed by a second phase (HBV DNA undetectable) with slow decrease (median slope, -0.071 log10  copies/mL/month). In the first phase, factors independently associated with lower initial serum HBV RNA were male sex (OR, 0.685, P = 0.044), low baseline HBsAg (OR, 0.525, P = 0.001) and rapid virological response (RVR) (OR, 0.624, P = 0.031). In the second phase, only RVR was independently associated with serum HBV RNA kinetics, including its lower initial level (OR, 0.694, P = 0.043) and greater decline (OR, 0.966, P = 0.002). Based on viral dynamics, time needed to achieve undetectable serum HBV RNA from baseline was 43.56 (IQR: 29.49-66.40) months. CONCLUSION: RVR was a significant determinant for biphasic decline in serum HBV RNA during NA treatment, which significantly influenced the treatment duration required to achieve undetectable serum HBV RNA.


Assuntos
Antivirais/uso terapêutico , Vírus da Hepatite B/genética , Hepatite B Crônica/tratamento farmacológico , Nucleosídeos/uso terapêutico , Nucleotídeos/uso terapêutico , RNA Viral/sangue , Adulto , Biomarcadores/análise , Biomarcadores/sangue , Testes Diagnósticos de Rotina , Feminino , Seguimentos , Antígenos de Superfície da Hepatite B/sangue , Antígenos E da Hepatite B/sangue , Vírus da Hepatite B/efeitos dos fármacos , Vírus da Hepatite B/isolamento & purificação , Hepatite B Crônica/sangue , Hepatite B Crônica/diagnóstico , Hepatite B Crônica/virologia , Humanos , Cinética , Masculino , Pessoa de Meia-Idade , Estudos Multicêntricos como Assunto , Nucleosídeos/análogos & derivados , RNA Viral/análise , RNA Viral/isolamento & purificação , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
14.
J Viral Hepat ; 27(8): 826-836, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32187804

RESUMO

The performances of routine tests such as FIB-4 and APRI in detecting cirrhosis and significant fibrosis in chronic hepatitis B (CHB) have been shown to be discrepant between studies. Novel tests such as red cell distribution width-platelet ratio (RPR), γ-glutamyl transpeptidase to platelet ratio (GPR) and easy liver fibrosis test (eLIFT) are introduced recently. To evaluate the aminotransferase influence on the performance of these routine tests, a total of 1005 CHB patients who underwent liver biopsies and routine tests were retrospectively analysed. The diagnostic cut-offs referring to likelihood ratio were determined for excluding or including cirrhosis diagnosis and also for ruling in significant fibrosis diagnosis. The performances of RPR, FIB-4, eLIFT and APRI in detecting cirrhosis seemed improved at higher ALT levels, while GPR was conversely impaired. The likelihood ratio was âˆ for APRI cut-off 2 diagnosing cirrhosis in ALT < 2 upper limit of normal (ULN), 14.6 for APRI cut-off 1.5 determining significant fibrosis in ALT ≤ 5ULN and 20.6 for FIB-4 cut-off 3.2 diagnosing ≥ F3 in the total cohort, respectively. The optimal cut-offs for cirrhosis diagnosis were increased with higher ALTs by tests which included aminotransferase, but not for RPR. The proportions of patients classified as having cirrhosis or no cirrhosis stratified by ALT level cut-offs were superior. Stepwise applying RPR, GPR and eLIFT would determine 60% of patients as having cirrhosis or no cirrhosis with an accuracy of 93.0%. In conclusion, the performance of aminotransferase comprising tests in detecting cirrhosis in CHB were influenced by ALT levels. Thus, ALT stratified cut-offs may be a preferred alternative. In resource-limited settings, stepwise applying routine tests could be recommended as a preferred measurement for cirrhosis detection.


Assuntos
Alanina Transaminase/sangue , Testes Diagnósticos de Rotina/normas , Hepatite B , Cirrose Hepática/diagnóstico , Biomarcadores , Biópsia , Hepatite B/complicações , Hepatite B/diagnóstico , Humanos , Cirrose Hepática/virologia , Contagem de Plaquetas , Curva ROC , Estudos Retrospectivos
15.
Aliment Pharmacol Ther ; 51(4): 469-478, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31943297

RESUMO

BACKGROUND: To date, 14 single-nucleotide polymorphisms (SNPs) have been identified as susceptibility loci for chronic hepatitis B (CHB). AIM: To investigate if these SNPs are associated with treatment response of hepatitis B e antigen (HBeAg)-positive CHB patients. METHODS: We performed a retrospective analysis of 1623 Han Chinese HBeAg-positive CHB patients (782 patients treated with pegylated interferon alpha [PegIFNα] for 48 weeks plus 24 weeks follow-up, and 841 patients treated with nucleos(t)ide analogues [NUCs] for 104 weeks) included in four phase-IV multicentre randomised controlled trials. All 14 SNPs were genotyped for each CHB patient. A polygenic score (PGS) was used to evaluate the cumulative effect of multiple SNPs. The associations of SNPs or PGS with combined response (CR) and hepatitis B s antigen (HBsAg) loss were assessed. RESULTS: We found that rs12614, a missense variant of complement factor B (CFB), was significantly associated with CR in PegIFNα-treated patients, and the CR rate in patients with the rs12614 TT/CT genotype was less than one-third of that in patients with the CC genotype (7.4% vs 22.6%, P = 0.009). Moreover, a PGS integrating CFB rs12614 and STAT4 rs7574865 (previously reported to be associated with response to PegIFNα) was significantly associated with both CR (P-trend = 4.000 × 10-4 ) and HBsAg loss (P-trend = 0.010) in PegIFNα-treated patients. However, none of the SNPs were associated with treatment response in NUCs-treated patients. CONCLUSIONS: CFB rs12614 is an independent predictor of response to PegIFNα therapy in Chinese HBeAg-positive CHB patients. A PGS integrating CFB rs12614 with STAT4 rs7574865 can effectively discriminate responders to PegIFNα from nonresponders.


Assuntos
Antivirais/uso terapêutico , Biomarcadores Farmacológicos , Fator B do Complemento/genética , Hepatite B Crônica , Interferon-alfa/uso terapêutico , Mutação de Sentido Incorreto , Adolescente , Adulto , Idoso , Povo Asiático/estatística & dados numéricos , Biomarcadores Farmacológicos/análise , Estudos de Coortes , Esquema de Medicação , Feminino , Genótipo , Antígenos E da Hepatite B/imunologia , Hepatite B Crônica/diagnóstico , Hepatite B Crônica/tratamento farmacológico , Hepatite B Crônica/genética , Hepatite B Crônica/imunologia , Humanos , Interferon-alfa/química , Masculino , Pessoa de Meia-Idade , Polietilenoglicóis/química , Polietilenoglicóis/uso terapêutico , Polimorfismo de Nucleotídeo Único , Prognóstico , Estudos Retrospectivos , Resultado do Tratamento , Adulto Jovem
16.
Gut ; 69(6): 1116-1126, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-31563875

RESUMO

OBJECTIVE: Fibrosis stage is strongly associated with liver-related outcomes and is a key surrogate endpoint in drug trials for non-alcoholic steatohepatitis. Dual-photon microscopy allows automated quantification of fibrosis-related parameters (q-FPs) and may facilitate large-scale histological studies. We aim to validate the performance of q-FPs in a large histological cohort. DESIGN: 344 patients with non-alcoholic fatty liver disease (NAFLD) underwent 428 liver biopsies (240 had paired transient elastography examination). Fibrosis stage was scored using the NASH Clinical Research Network system, and q-FPs were measured by dual-photon microscopy using unstained slides. Patients were randomly assigned to the training and validation cohorts to test the performance of individual q-FPs and derive optimal cut-offs. RESULTS: Over 25 q-FPs had area under the receiver-operating characteristics curves >0.90 for different fibrosis stages. Among them, the perimeter of collagen fibres and number of long collagen fibres had the highest accuracy. At the best cut-offs, the two q-FPs had 88.3%-96.2% sensitivity and 78.1%-91.1% specificity for different fibrosis stages in the validation cohort. q-FPs and histological scoring had nearly identical correlations with liver stiffness measurement, suggesting that the accuracy of q-FPs approached that of histological assessment. Among patients with paired liver biopsies, changes in the same q-FPs were associated with changes in fibrosis stage. At a median follow-up of 5.6 years, baseline q-FPs predicted liver-related events. CONCLUSION: q-FP is highly accurate in the assessment of fibrosis in NAFLD patients. This automated platform can be used in future studies as objective and reliable evaluation of histological fibrosis.


Assuntos
Cirrose Hepática/patologia , Hepatopatia Gordurosa não Alcoólica/patologia , Absorciometria de Fóton , Automação Laboratorial/métodos , Biópsia , Feminino , Humanos , Fígado/patologia , Fígado/ultraestrutura , Cirrose Hepática/diagnóstico , Estudos Longitudinais , Masculino , Hepatopatia Gordurosa não Alcoólica/diagnóstico , Reprodutibilidade dos Testes , Estudos Retrospectivos
17.
J Med Virol ; 92(8): 1206-1213, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-31724212

RESUMO

Achieving hepatitis B e antigen (HBeAg) seroconversion is a satisfactory endpoint during antiviral treatment for chronic hepatitis B (CHB). This study aimed to develop and validate a novel scoring system to predict HBeAg seroconversion during entecavir (ETV) treatment. A total of 526 patients with HBeAg-positive CHB treated with ETV for at least 1 year were randomly assigned to the training and validation cohorts. Baseline parameters including hepatitis B virus DNA, hepatitis B surface antigen (HBsAg), hepatitis B core antibody (HBcAb), and alanine aminotransferase level were quantified. Patients who achieved HBeAg seroconversion were compared with those without HBeAg seroconversion. A prediction model was established to predict HBeAg seroconversion during ETV treatment. After a median follow up of 2.67 years, 93 (36.0%) and 87 (32.5%) patients in the training and validation cohorts developed HBeAg seroconversion. A prediction score composed of age, HBsAg and HBcAb quantification was derived. Areas under receiver operating characteristic curve at 5 years of this prediction score were 0.70 and 0.72 in the training and validation cohorts. By using the dual cutoff values of 0.28 and 0.58, the model was endowed with high sensitivity and specificity to exclude or identify patients developing HBeAg seroconversion (90.3% sensitivity and 90.2% specificity in the training cohort as well as 92.8% sensitivity and 84.4% specificity in the validation cohort, respectively). A novel prediction score that uses baseline clinical variables was developed and validated. The score accurately estimates the probabilities of developing HBeAg seroconversion at 5-years ETV therapy in patients with CHB.


Assuntos
Antivirais/uso terapêutico , Guanina/análogos & derivados , Anticorpos Anti-Hepatite B/sangue , Antígenos E da Hepatite B/sangue , Hepatite B Crônica/tratamento farmacológico , Soroconversão , Adulto , Feminino , Guanina/uso terapêutico , Hepatite B Crônica/imunologia , Hepatite B Crônica/virologia , Humanos , Masculino , Pessoa de Meia-Idade , Modelos Estatísticos , Curva ROC , Estudos Retrospectivos , Resultado do Tratamento
18.
J Infect Dis ; 220(9): 1469-1476, 2019 09 26.
Artigo em Inglês | MEDLINE | ID: mdl-31370059

RESUMO

BACKGROUND: Little is known about cause and intervention for alanine aminotransferase (ALT) elevation after complete viral suppression in patients with chronic hepatitis B (CHB). METHODS: In this prospective cohort study, patients with CHB who were treated with nucleos(t)ide analogs and maintained undetectable levels of hepatitis B virus (HBV) deoxyribonucleic acid (DNA) for at least 6 months were enrolled. Patients were followed up at 6-month intervals, and anthropometric, biochemical, and virological assessments were performed. RESULTS: Of 1965 patients with median follow-up of 18.36 months, one third of patients experienced ALT elevation. Baseline high body mass index ([BMI] defined as ≥25 kg/m2), younger age, and liver cirrhosis independently increased the risk of longitudinal ALT elevation. At the end of follow-up, 89 (4.8%) patients reverted to low BMI, and 92 (5.0%) developed to high BMI. Compared with persistent high BMI, reversion to low BMI reduced the risk of ALT elevation (adjusted odds ratio [aOR], 0.38; 95% confidence interval [CI], 0.19-0.77); compared with persistent low BMI, onset of high BMI increased the risk of ALT elevation (aOR, 1.78; 95% CI, 1.02-3.11). CONCLUSIONS: High BMI is an independent predictor for ALT elevation after complete HBV DNA suppression. Improvement of BMI may have a beneficial effect on ALT normalization and even long-term outcomes.


Assuntos
Alanina Transaminase/sangue , Antivirais/administração & dosagem , Índice de Massa Corporal , Hepatite B Crônica/tratamento farmacológico , Hepatite B Crônica/patologia , Resposta Viral Sustentada , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Antropometria , DNA Viral/sangue , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Resultado do Tratamento , Carga Viral , Adulto Jovem
19.
Hepatol Int ; 13(3): 260-269, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30977033

RESUMO

BACKGROUND AND AIM: Long-term treatment with tenofovir disoproxil fumarate (TDF) has demonstrated suppression of viral replication outside of China. This study aims to assess efficacy, resistance and safety of TDF for up to 240 weeks in Chinese patients with chronic hepatitis B virus (HBV) infection. METHODS: Patients (HBeAg-positive or HBeAg-negative) who were randomised to receive TDF 300 mg or adefovir dipivoxil (ADV) 10 mg once daily in the 48-week double-blind phase (N = 498) were eligible to enter the open-label TDF phase (TDF-TDF and ADV-TDF groups) for additional 192 weeks. RESULTS: Overall, 457/512 (89.3%) randomised patients completed 240 weeks of treatment. Virological suppression was achieved in 84.5% and 87.9% in HBeAg-positive patients and 89.6% and 89.5% in HBeAg-negative patients in TDF-TDF and ADV-TDF groups, respectively, at week 240. The majority of patients from both groups had normalized alanine transaminase levels. More patients had HBeAg loss (41.7% vs. 36.4%) and HBeAg seroconversion (32.0% vs. 28.3%) in TDF-TDF than in ADV-TDF group, respectively. Only one HBeAg-positive patient in TDF-TDF group had HBsAg loss at week 240. No evidence of resistance to TDF was observed. The incidence of adverse events was similar in both groups (TDF-TDF, 56.4% vs. ADV-TDF, 51.6%). One patient had serum creatinine elevation ≥ 0.5 mg/dL above baseline, and three patients had confirmed grade 3/4 phosphorus abnormalities (< 2 mg/dL). CONCLUSION: In Chinese patients with chronic HBV, long-term treatment with TDF showed sustained viral suppression without development of resistance up to 240 weeks. No new safety concerns were found with TDF in this patient population. Clinical Trial Registration ClinicalTrial.gov Identifier NCT01300234; GSK Clinical Study Register 114648.


Assuntos
Antivirais/uso terapêutico , Hepatite B Crônica/tratamento farmacológico , Tenofovir/uso terapêutico , Adolescente , Adulto , Idoso , Antivirais/efeitos adversos , Povo Asiático , China , Método Duplo-Cego , Feminino , Hepatite B Crônica/sangue , Hepatite B Crônica/virologia , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Tenofovir/efeitos adversos , Carga Viral , Adulto Jovem
20.
Clin Infect Dis ; 69(11): 1969-1979, 2019 11 13.
Artigo em Inglês | MEDLINE | ID: mdl-30715261

RESUMO

BACKGROUND: (Pegylated) Interferon ([Peg]IFN) therapy leads to response in a minority of chronic hepatitis B (CHB) patients. Host genetic determinants of response are therefore in demand. METHODS: In this genome-wide association study (GWAS), CHB patients, treated with (Peg)IFN for at least 12 weeks ± nucleos(t)ide analogues within randomized trials or as standard of care, were recruited at 21 centers from Europe, Asia, and North America. Response at 24 weeks after (Peg)IFN treatment was defined as combined hepatitis B e antigen (HBeAg) loss with hepatitis B virus (HBV) DNA <2000 IU/mL, or an HBV DNA <2000 IU/mL for HBeAg-negative patients. RESULTS: Of 1144 patients, 1058 (92%) patients were included in the GWAS analysis. In total, 282 (31%) patients achieved the response and 4% hepatitis B surface antigen (HBsAg) loss. GWAS analysis stratified by HBeAg status, adjusted for age, sex, and the 4 ancestry components identified PRELID2 rs371991 (B= -0.74, standard error [SE] = 0.16, P = 3.44 ×10-6) for HBeAg-positive patients. Importantly, PRELID2 was cross-validated for long-term response in HBeAg-negative patients. G3BP2 rs3821977 (B = 1.13, SE = 0.24, P = 2.46 × 10-6) was associated with response in HBeAg-negative patients. G3BP2 has a role in the interferon pathway and was further examined in peripheral blood mononuclear cells of healthy controls stimulated with IFNα and TLR8. After stimulation, less production of IP-10 and interleukin (IL)-10 proteins and more production of IL-8 were observed with the G3BP2 G-allele. CONCLUSIONS: Although no genome-wide significant hits were found, the current GWAS identified genetic variants associated with (Peg)IFN response in CHB. The current findings could pave the way for gene polymorphism-guided clinical counseling, both in the setting of (Peg)IFN and the natural history, and possibly for new immune-modulating therapies. CLINICAL TRIALS REGISTATION: NCT01401400.


Assuntos
Estudo de Associação Genômica Ampla/métodos , Vírus da Hepatite B/patogenicidade , Hepatite B Crônica/tratamento farmacológico , Interferon-alfa/metabolismo , Interferons/metabolismo , Adulto , Antivirais/uso terapêutico , Feminino , Técnicas de Genotipagem , Vírus da Hepatite B/efeitos dos fármacos , Hepatite B Crônica/virologia , Humanos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Estudos Prospectivos
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