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Li Y, Cheng H. Microfluidic point-of-care testing device for multiplexed detection of liver function blood markers. BIOMEDICAL OPTICS EXPRESS 2024; 15:5803-5817. [PMID: 39421784 PMCID: PMC11482181 DOI: 10.1364/boe.533855] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/15/2024] [Accepted: 08/15/2024] [Indexed: 10/19/2024]
Abstract
In this work, we developed a novel microfluidic paper-based analytical device to quantify the blood markers of liver function from human fingertips and whole blood samples. The device can quickly acquire information for screening liver injury and supporting clinical decision-making by simultaneously performing quantitative tests for alanine aminotransferase, aspartate aminotransferase, and albumin. We evaluated the detection accuracy and the storage stability of the device using fingertip samples. The yielded results of our device correlated well with those from Mindray BS350s, even under the conditions of 35 °C and 90%RH. Thus, it offers an effective platform for clinical assessment of liver injury particularly in resource-limited areas.
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Affiliation(s)
- Yingchun Li
- School of Optics and Photonics, Beijing Institute of Technology, Beijing 100000, China
- Dept. of IVD, Jiangsu Konsung Bio-medical Science and Technology Co., Ltd, Jiangsu 212300, China
| | - Haobo Cheng
- School of Optics and Photonics, Beijing Institute of Technology, Beijing 100000, China
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Guo Z, Zhao M, Liu Z, Zheng J, Gong Y, Huang L, Xue J, Zhou X, Li S. Feasibility of ultrasound radiomics based models for classification of liver fibrosis due to Schistosoma japonicum infection. PLoS Negl Trop Dis 2024; 18:e0012235. [PMID: 38870200 PMCID: PMC11207143 DOI: 10.1371/journal.pntd.0012235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 06/26/2024] [Accepted: 05/22/2024] [Indexed: 06/15/2024] Open
Abstract
BACKGROUND Schistosomiasis japonica represents a significant public health concern in South Asia. There is an urgent need to optimize existing schistosomiasis diagnostic techniques. This study aims to develop models for the different stages of liver fibrosis caused by Schistosoma infection utilizing ultrasound radiomics and machine learning techniques. METHODS From 2018 to 2022, we retrospectively collected data on 1,531 patients and 5,671 B-mode ultrasound images from the Second People's Hospital of Duchang City, Jiangxi Province, China. The datasets were screened based on inclusion and exclusion criteria suitable for radiomics models. Liver fibrosis due to Schistosoma infection (LFSI) was categorized into four stages: grade 0, grade 1, grade 2, and grade 3. The data were divided into six binary classification problems, such as group 1 (grade 0 vs. grade 1) and group 2 (grade 0 vs. grade 2). Key radiomic features were extracted using Pyradiomics, the Mann-Whitney U test, and the Least Absolute Shrinkage and Selection Operator (LASSO). Machine learning models were constructed using Support Vector Machine (SVM), and the contribution of different features in the model was described by applying Shapley Additive Explanations (SHAP). RESULTS This study ultimately included 1,388 patients and their corresponding images. A total of 851 radiomics features were extracted for each binary classification problems. Following feature selection, 18 to 76 features were retained from each groups. The area under the receiver operating characteristic curve (AUC) for the validation cohorts was 0.834 (95% CI: 0.779-0.885) for the LFSI grade 0 vs. LFSI grade 1, 0.771 (95% CI: 0.713-0.835) for LFSI grade 1 vs. LFSI grade 2, and 0.830 (95% CI: 0.762-0.885) for LFSI grade 2 vs. LFSI grade 3. CONCLUSION Machine learning models based on ultrasound radiomics are feasible for classifying different stages of liver fibrosis caused by Schistosoma infection.
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Affiliation(s)
- Zhaoyu Guo
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research); National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases; NHC Key Laboratory of Parasite and Vector Biology; WHO Collaborating Centre for Tropical Diseases; National Center for International Research on Tropical Diseases, Shanghai, China
| | - Miaomiao Zhao
- Department of Ultrasound, The Yancheng Clinical College of Xuzhou Medical University, The First People’s Hospital of Yancheng, Yancheng, Jiangsu, China
| | - Zhenhua Liu
- Department of Ultrasound, The Yancheng Clinical College of Xuzhou Medical University, The First People’s Hospital of Yancheng, Yancheng, Jiangsu, China
| | - Jinxin Zheng
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Yanfeng Gong
- School of Public Health, Fudan University, Shanghai, China
| | - Lulu Huang
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research); National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases; NHC Key Laboratory of Parasite and Vector Biology; WHO Collaborating Centre for Tropical Diseases; National Center for International Research on Tropical Diseases, Shanghai, China
| | - Jingbo Xue
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research); National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases; NHC Key Laboratory of Parasite and Vector Biology; WHO Collaborating Centre for Tropical Diseases; National Center for International Research on Tropical Diseases, Shanghai, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Xiaonong Zhou
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research); National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases; NHC Key Laboratory of Parasite and Vector Biology; WHO Collaborating Centre for Tropical Diseases; National Center for International Research on Tropical Diseases, Shanghai, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Shizhu Li
- National Institute of Parasitic Diseases, Chinese Center for Disease Control and Prevention (Chinese Center for Tropical Diseases Research); National Key Laboratory of Intelligent Tracking and Forecasting for Infectious Diseases; NHC Key Laboratory of Parasite and Vector Biology; WHO Collaborating Centre for Tropical Diseases; National Center for International Research on Tropical Diseases, Shanghai, China
- School of Global Health, Chinese Center for Tropical Diseases Research, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Bera C, Hamdan-Perez N, Patel K. Non-Invasive Assessment of Liver Fibrosis in Hepatitis B Patients. J Clin Med 2024; 13:1046. [PMID: 38398358 PMCID: PMC10889471 DOI: 10.3390/jcm13041046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Revised: 02/02/2024] [Accepted: 02/08/2024] [Indexed: 02/25/2024] Open
Abstract
The aim of this review is to provide updated information on the clinical use of non-invasive serum and imaging-based tests for fibrosis assessment in chronic hepatitis B (CHB) virus infection. In recent years, non-invasive tests (NIT) have been increasingly used to determine eligibility for treatment. Liver biopsy is still considered the gold standard for assessing inflammatory activity and fibrosis staging, but it is an invasive procedure with inherent limitations. Simple serum markers such as APRI and FIB-4 are limited by indeterminate results but remain useful initial tests for fibrosis severity if imaging elastography is not available. Point-of-care US-based elastography techniques, such as vibration-controlled transient elastography or 2D shear wave elastography, are increasingly available and have better accuracy than simple serum tests for advanced fibrosis or cirrhosis, although stiffness cut-offs are variable based on E-antigen status and inflammatory activity. Current NITs have poor diagnostic performance for following changes in fibrosis with antiviral therapy. However, NITs may have greater clinical utility for determining prognosis in patients with CHB that have advanced disease, especially for the development of hepatocellular carcinoma and/or liver decompensation. Algorithms combining serum and imaging NITs appear promising for advanced fibrosis and prognostic risk stratification.
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Affiliation(s)
- Chinmay Bera
- Division of Gastroenterology, University Health Network Toronto, Toronto General Hospital, 200 Elizabeth Street, Toronto, ON M5G 2C4, Canada; (N.H.-P.)
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Liver Disease Assessment in Children with Fontan and Glenn Surgeries for Univentricular Hearts—The Role of Elastography and Biochemical Fibrosis Markers. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12157481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
Background: Children born with single-ventricle hearts require surgery in order to survive. Liver fibrosis is a known complication of Fontan surgery for univentricular hearts. Methods: In this study on 13 post-Fontan and 21 post-Glenn patients, we used elastography (shearwave and transient elastography) as well as serum biochemical fibrosis markers to evaluate the degree of liver fibrosis in comparison to 32 controls. Results: The mean Emedian and Vmedian values determined by shear wave elastography in the Fontan Group were significantly higher than the controls (4.85 kPa vs. 3.91 kPa and 1.25 m/s vs. 1.12 m/s, respectively). Fontan patients had significantly increased Fibrotest, Actitest, AST-to-Platelet Ratio index, ALT and GammaGT levels compared to controls. For post-Glenn patients, the mean Emedian and Vmedian values were similar to healthy controls, whereas the Fibrotest, Actitest and AST-to-Platelet Ratio index were significantly increased. Using transient elastography, we found significantly higher values for Emedian and Vmedian in Fontan patients compared to Glenn patients. Conclusions: Elastography and biochemical fibrosis markers are valuable non-invasive tools for screening and monitoring liver fibrosis in patients with Fontan and Glenn interventions.
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Dezanet LNC, Miailhes P, Lascoux-Combe C, Chas J, Maylin S, Gabassi A, Rougier H, Delaugerre C, Lacombe K, Boyd A. Profiles of liver fibrosis evolution during long-term tenofovir treatment in HIV-positive patients coinfected with hepatitis B. Liver Int 2021; 41:2874-2884. [PMID: 34297463 DOI: 10.1111/liv.15019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/05/2021] [Revised: 07/11/2021] [Accepted: 07/19/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND & AIMS Data on liver fibrosis evolution and its involvement in liver-related morbidity are scarce in individuals with human immunodeficiency virus (HIV) and hepatitis B virus (HBV) co-infection during treatment. We identified profiles of liver fibrosis evolution in coinfected patients undergoing tenofovir (TDF). METHODS We included 169 HIV-HBV-coinfected patients on TDF-based antiretroviral therapy. Virological and clinical data were obtained at TDF-initiation and every 6-12 months. From data on non-invasive liver fibrosis assessments collected yearly (FibroTest®), we established clusters of individuals with similar liver fibrosis evolution using group-based trajectory models. RESULTS Four profiles of liver fibrosis evolution were established from a median follow-up of 7.6 years (IQR = 3.1-13.1): low fibrosis with no progression (29.6%, profile A), low fibrosis with progression (22.5%, profile B), moderate fibrosis with high fluctuation (39.6%, profile C), and cirrhosis with no regression (8.3%, profile D). When compared to profile A, baseline HBeAg-positive status was associated with profiles B (P = .007) and C (P = .004), older age with profiles C (P < .001) and D (P = .001), exposure to second-generation protease inhibitors with profile C (P = .004), and CD4+ <500/mm3 at the last visit with profiles C (P = .02) and D (P = .002). Incident liver-related events occurred in profiles other than A (B, n = 1/38; C, n = 6/67; D, n = 3/14) and all five cases of hepatocellular carcinoma occurred in profiles C (n = 2) and D (n = 3). CONCLUSIONS TDF-treated HIV-HBV coinfected individuals do not seem to benefit from comparable levels of liver fibrosis regression as in HBV mono-infection. Liver-related morbidity occurs mainly in those with fluctuating or consistently high fibrosis levels.
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Affiliation(s)
- Lorenza N C Dezanet
- INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France
| | - Patrick Miailhes
- Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Service de Maladies Infectieuses et Tropicales, Lyon, France
| | | | - Julie Chas
- APHP, Hôpital Tenon, Service de Maladies Infectieuses, Paris, France
| | - Sarah Maylin
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris, France
| | - Audrey Gabassi
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris, France.,INSERM U944, Institut de Recherche Saint-Louis, Université de Paris, Paris, France
| | - Hayette Rougier
- Institut de Médecine et d'Épidémiologie Appliquée, Paris, France
| | - Constance Delaugerre
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris, France.,INSERM U944, Institut de Recherche Saint-Louis, Université de Paris, Paris, France
| | - Karine Lacombe
- INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France.,APHP, Hôpital Saint-Antoine, Service de Maladies Infectieuses et Tropicales, Paris, France
| | - Anders Boyd
- INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Sorbonne Université, Paris, France.,APHP, Hôpital Saint-Antoine, Service de Maladies Infectieuses et Tropicales, Paris, France
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Dezanet LNC, Miailhes P, Lascoux-Combe C, Chas J, Maylin S, Gabassi A, Rougier H, Delaugerre C, Lacombe K, Boyd A. Persistent HBV replication and serological response during up to 15 years of tenofovir-based antiretroviral therapy in HIV/HBV-coinfected patients: a multicentre prospective cohort study. J Antimicrob Chemother 2021; 76:3009-3019. [PMID: 34458919 DOI: 10.1093/jac/dkab294] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Accepted: 07/20/2021] [Indexed: 12/20/2022] Open
Abstract
OBJECTIVES To determine the extent of hepatitis B virus (HBV) suppression and its association with seroclearance of hepatitis 'e' antigen (HBeAg) and hepatitis B surface antigen (HBsAg) in HIV/HBV-coinfected patients undergoing long-term tenofovir-based antiretroviral therapy (ART). METHODS We prospectively followed 165 HIV/HBV-coinfected patients undergoing tenofovir-based ART. Serum HBV-DNA viral loads and HBeAg and HBsAg status were obtained at tenofovir initiation and every 6-12 months. We calculated the proportion achieving virological response (VR, <60 IU/mL) during follow-up. We also calculated rates of HBeAg- and HBsAg-seroclearance, which were compared between those who achieved versus never achieved VR during follow-up using an Exact binomial test. RESULTS During a median 8.1 years (IQR = 4.0-13.2) of tenofovir treatment, 152 (92.1%) patients were able to achieve VR and 13 (7.9%) never achieved VR (median HBV-DNA at the end of follow-up = 608 IU/mL, range = 67-52 400 000). The prevalence of individuals with detectable HBV-DNA (≥60 IU/mL) decreased during tenofovir treatment: 15.1% (n = 14/93) at 5 years, 3.2% (n = 2/62) at 10 years and, 3.2% (n = 1/31) at 15 years. 44/96 HBeAg-positive patients (6.15/100 person-years) had HBeAg-seroclearance and 13/165 patients overall (0.87/100 person-years) had HBsAg-seroclearance. No difference in HBeAg-seroclearance was observed between those who achieved versus never achieved VR (7.4 versus 3.7/100 person-years, P = 0.33), while HBsAg-seroclearance was only observed in those with VR (1.0 versus 0/100 person-years, P = 0.49; respectively). Individuals with VR also had a higher frequency of undetectable HIV-RNA during treatment (P < 0.001). CONCLUSIONS During long-term tenofovir-based ART for HIV/HBV coinfection, persistent HBV viraemia is apparent, but becomes less frequent over time. HBsAg-seroclearance only occurred in those with full HBV and relatively high HIV suppression.
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Affiliation(s)
- Lorenza N C Dezanet
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris F75012, France
| | - Patrick Miailhes
- Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Service de Maladies Infectieuses et Tropicales, Lyon F69317, France
| | | | - Julie Chas
- APHP, Hôpital Tenon, Service de Maladies Infectieuses, Paris F75020, France
| | - Sarah Maylin
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris F75010, France
| | - Audrey Gabassi
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris F75010, France.,Université de Paris, INSERM U944, Institut de Recherche Saint-Louis, Paris F75010, France
| | - Hayette Rougier
- IMEA, Institut de Médecine et d'Epidémiologie Appliquée, Paris F75018, France
| | - Constance Delaugerre
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris F75010, France.,Université de Paris, INSERM U944, Institut de Recherche Saint-Louis, Paris F75010, France
| | - Karine Lacombe
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris F75012, France.,APHP, Hôpital Saint-Antoine, Service de Maladies Infectieuses et Tropicales, Paris F75012, France
| | - Anders Boyd
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris F75012, France.,APHP, Hôpital Saint-Antoine, Service de Maladies Infectieuses et Tropicales, Paris F75012, France
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Dezanet LNC, Kassime R, Miailhes P, Lascoux-Combe C, Chas J, Maylin S, Gabassi A, Rougier H, Delaugerre C, Lacombe K, Boyd A. Effect of viral replication and liver fibrosis on all-cause mortality in HIV/HBV coinfected individuals: a retrospective analysis of a 15-year longitudinal cohort. Clin Infect Dis 2021; 74:1012-1021. [PMID: 34197574 DOI: 10.1093/cid/ciab594] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND In individuals co-infected with HIV and hepatitis B virus (HBV), widespread tenofovir (TDF)-containing antiretroviral therapy (ART) has led to substantial decreases in HBV-DNA and HIV-RNA detection. However, the link between viral replication, liver fibrosis, and mortality remains unclear. METHODS 300 HIV-HBV co-infected individuals undergoing ART were prospectively followed. Virological and clinical data were obtained at baseline and every 6-12 months. We quantified the association between HBV-DNA, HIV-RNA, and liver fibrosis with risk of all-cause mortality using a joint longitudinal-survival model. Viral detection, viral loads, and time-averaged cumulative viral loads of HIV and HBV were modeled as three separate exposures. RESULTS During a median 10.5 years (IQR=4.0-14.6), the proportion undergoing TDF-containing ART (baseline=18.7%, end of follow-up=79.1%) and with undetectable HBV-DNA (baseline=36.7%, end of follow-up=94.8%) substantially increased. HIV-RNA was mostly undetectable during follow-up (76.6%). 42 participants died (incidence rate=1.30/100person-years, 95%CI=0.96-1.76). The leading causes of death were non-AIDS/non-liver-related malignancies (28.6%), followed by liver-related (16.7%), AIDS-related (16.7%), and other (16.7%). All-cause mortality was associated with HBV-DNA viral load (adjusted-HR per log10IU/mL=1.41, 95%CI=1.04-1.93, p=0.03) or time-averaged cumulative HBV-DNA (adjusted-HR per log10IU-years=1.37, 95%CI=1.03-1.83, p=0.03), but not undetectable HBV-DNA (adjusted-HR=0.30, 95%CI=0.08-1.09, p=0.08). Advanced liver fibrosis at baseline was also associated with increased mortality rates (adjusted-HR=2.35, 95%CI=1.16-4.76, p=0.02). No significant association between HIV-RNA replication and mortality was observed. CONCLUSIONS Concurrent and historical HBV replication and liver fibrosis are important drivers of all-cause mortality in largely TDF-treated HIV-HBV co-infected individuals, despite one-fifth of deaths being liver-related. HBV-DNA and liver fibrosis remain important prognostic indicators for this patient population.
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Affiliation(s)
- Lorenza N C Dezanet
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris, France
| | - Raisha Kassime
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris, France
| | - Patrick Miailhes
- Hôpital de la Croix-Rousse, Hospices Civils de Lyon, Service de Maladies Infectieuses et Tropicales, Lyon, France
| | | | - Julie Chas
- APHP, Hôpital Tenon, Service de Maladies Infectieuses, Paris, France
| | - Sarah Maylin
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris, France
| | - Audrey Gabassi
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris, France.,Université de Paris, INSERM U944, Institut de Recherche Saint-Louis, Paris, France
| | - Hayette Rougier
- IMEA, Institut de Médecine et d'Epidémiologie Appliquée, Paris, France
| | - Constance Delaugerre
- APHP, Hôpital Saint-Louis, Laboratoire de Virologie, Paris, France.,Université de Paris, INSERM U944, Institut de Recherche Saint-Louis, Paris, France
| | - Karine Lacombe
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris, France.,APHP, Hôpital Saint-Antoine, Service de Maladies Infectieuses et Tropicales, Paris, France
| | - Anders Boyd
- Sorbonne Université, INSERM, Institut Pierre Louis d'Épidémiologie et de Santé Publique, IPLESP, Paris, France.,APHP, Hôpital Saint-Antoine, Service de Maladies Infectieuses et Tropicales, Paris, France
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Veiga ZST, Villela-Nogueira CA, Fernandes FF, Cavalcanti MG, Figueiredo FA, Pereira JL, Pereira GH, Moraes Coelho HS, Peralta JM, Marques CE, Perez RM, Fogaça HS. Transient elastography evaluation of hepatic and spleen stiffness in patients with hepatosplenic schistosomiasis. Eur J Gastroenterol Hepatol 2017; 29:730-735. [PMID: 28177946 DOI: 10.1097/meg.0000000000000853] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Hepatosplenic schistosomiasis (HES) has not been evaluated by transient elastography so far and its correlation with ultrasound variables remains to be defined. AIMS The aim of this study was to describe the parameters of liver and spleen stiffness in HES assessed by transient elastography in comparison with cirrhotics and controls evaluating its correlation with ultrasonographic data. PATIENTS AND METHODS HES, hepatitis C virus-cirrhotic, and control patients were included in this sectional study. Liver and spleen stiffness were compared among the three groups. The ultrasonographic parameters were compared with transient elastography in HES patients. RESULTS Thirty HES, 30 hepatitis C virus-cirrhotic patients, and 17 controls were included. Those with HES presented liver stiffness that was significantly higher than the controls and lower than the cirrhotics: 9.7 (3.6-75.0) versus 3.7 (2.8-5.4) versus 27.0 (14.7-61.5) kPa (P<0.001). Spleen stiffness values were comparable between hepatosplenic and cirrhotics: 66.4 (25.7-75.0) versus 69.1 (18.0-75.0) kPa (P=0.78) and were significantly higher than the controls 16.5 kPa (6.3-34.3) (P<0.001). In patients with HES, high spleen stiffness was associated with right liver lobe diameter (P=0.015), splenic artery resistance index (P=0.002), portal vein diameter (P=0.021), portal vein area (P=0.008), portal vein congestion index (P=0.035), splenic vein diameter (P=0.013), and spleen diameter (P=0.021). CONCLUSION Liver stiffness may be a useful tool to differentiate portal hypertension related to cirrhosis from that of HES. High spleen stiffness is a potential surrogate marker of portal hypertension in this population.
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Affiliation(s)
- Zulane S T Veiga
- aDepartment of Gastroenterology and Hepatology, Bonsucesso Federal Hospital bDepartment of Internal Medicine, School of Medicine cInfectious and Parasitic Disease Service, Clementino Fraga Filho University Hospital dDepartment of Immunology, Paulo de Góes Microbiology Institute eDepartment of Radiology, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro fDepartment of Gastroenterology, University of the State of Rio de Janeiro gD'Or Institute for Research and Education (IDOR), Rio de Janeiro, Brazil
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Zeng J, Cai S, Liu J, Xue X, Wu X, Zheng C. Dynamic Changes in Liver Stiffness Measured by Transient Elastography Predict Clinical Outcomes Among Patients With Chronic Hepatitis B. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2017; 36:261-268. [PMID: 27914175 DOI: 10.7863/ultra.15.12054] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2015] [Accepted: 05/05/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVES We aimed to evaluate the validity of transient elastography in monitoring the antiviral outcomes in patients with chronic hepatitis B. METHODS This study included 108 patients treated with nucleos(t)ide analogues and 67 patients treated with interferon (IFN). Liver biopsies were evaluated by the METAVIR score. Transient elastography was performed initially at baseline, 48 weeks, and 96 weeks. Liver tissue was obtained before and after 96 weeks of treatment. The area under the receiver operating characteristic curve was used to examine the diagnostic value of transient elastography in predicting and monitoring outcomes of antiviral treatment. RESULTS The liver stiffness value correlated well with the baseline alanine aminotransferase level (r = 0.33; P < .001) and was significantly different among various stages of liver fibrosis (P < .001). In the nucleos(t)ide analogue group, the mean pretreatment and posttreatment liver stiffness values ± SD were 8.7 ± 3.1 and 5.9 ± 1.6 kPa, respectively (P < .001), and they were 9.2 ± 3.7 and 7.2 ± 1.9 kPa (P < .001) in the IFN group. Although the liver stiffness values at baseline between the groups were similar (P = .45), they were 5.9 ± 1.6 kPa in the nucleos(t)ide analogue group and 7.2 ± 1.9 kPa in the IFN group after 48 weeks of treatment (P < .001). With the decreased magnitude liver stiffness for predicting the improvement in liver fibrosis, the area under the receiver operating characteristic curve was 0.68 (P = .029). When the decreased magnitude of liver stiffness was 4.1 kPa or higher, the sensitivity and specificity for predicting a histologic response were 88.2% and 50.0%. CONCLUSIONS Our findings suggest that transient elastography is an effective measurement tool for diagnosing and monitoring the histologic response in patients with chronic hepatitis B during antiviral treatment and can help avoid multiple liver biopsies.
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Affiliation(s)
- Jianyong Zeng
- Department of Infectious Diseases, First Affiliated Hospital of Xiamen University, Fujian, China
| | - Shaohang Cai
- Department of Infectious Diseases, First Affiliated Hospital of Xiamen University, Fujian, China
| | - Jiajun Liu
- Department of Infectious Diseases, First Affiliated Hospital of Xiamen University, Fujian, China
| | - Xiulan Xue
- Department of Infectious Diseases, First Affiliated Hospital of Xiamen University, Fujian, China
| | - Xiaolu Wu
- Department of Infectious Diseases, First Affiliated Hospital of Xiamen University, Fujian, China
| | - Caixia Zheng
- Department of Infectious Diseases, First Affiliated Hospital of Xiamen University, Fujian, China
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Zhao J, Zhai F, Cheng J, He Q, Luo J, Yang X, Shao J, Xing H. Evaluating the Significance of Viscoelasticity in Diagnosing Early-Stage Liver Fibrosis with Transient Elastography. PLoS One 2017; 12:e0170073. [PMID: 28107385 PMCID: PMC5249210 DOI: 10.1371/journal.pone.0170073] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2016] [Accepted: 12/28/2016] [Indexed: 12/31/2022] Open
Abstract
Transient elastography quantifies the propagation of a mechanically generated shear wave within a soft tissue, which can be used to characterize the elasticity and viscosity parameters of the tissue. The aim of our study was to combine numerical simulation and clinical assessment to define a viscoelastic index of liver tissue to improve the quality of early diagnosis of liver fibrosis. This is clinically relevant, as early fibrosis is reversible. We developed an idealized two-dimensional axisymmetric finite element model of the liver to evaluate the effects of different viscoelastic values on the propagation characteristics of the shear wave. The diagnostic value of the identified viscoelastic index was verified against the clinical data of 99 patients who had undergone biopsy and routine blood tests for staging of liver disease resulting from chronic hepatitis B infection. Liver stiffness measurement (LSM) and the shear wave attenuation fitting coefficient (AFC) were calculated from the ultrasound data obtained by performing transient elastography. Receiver operating curve analysis was used to evaluate the reliability and diagnostic accuracy of LSM and AFC. Compared to LSM, the AFC provided a higher diagnostic accuracy to differentiate early stages of liver fibrosis, namely F1 and F2 stages, with an overall specificity of 81.48%, sensitivity of 83.33% and diagnostic accuracy of 81.82%. AFC was influenced by the level of LSM, ALT. However, there are no correlation between AFC and Age, BMI, TBIL or DBIL. Quantification of the viscoelasticity of liver tissue provides reliable measurement to identify and differentiate early stages of liver fibrosis.
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Affiliation(s)
- Jingxin Zhao
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Fei Zhai
- Hisky Medical Technology Co., Ltd, Beijing, China
| | - Jun Cheng
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Qiong He
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Jianwen Luo
- Department of Biomedical Engineering, Tsinghua University, Beijing, China
| | - Xueping Yang
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
| | - Jinhua Shao
- Hisky Medical Technology Co., Ltd, Beijing, China
| | - Huichun Xing
- Beijing Ditan Hospital, Capital Medical University, Beijing, China
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11
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Montano-Loza AJ, Thandassery RB, Czaja AJ. Targeting Hepatic Fibrosis in Autoimmune Hepatitis. Dig Dis Sci 2016; 61:3118-3139. [PMID: 27435327 DOI: 10.1007/s10620-016-4254-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2016] [Accepted: 07/11/2016] [Indexed: 02/06/2023]
Abstract
Hepatic fibrosis develops or progresses in 25 % of patients with autoimmune hepatitis despite corticosteroid therapy. Current management regimens lack reliable noninvasive methods to assess changes in hepatic fibrosis and interventions that disrupt fibrotic pathways. The goals of this review are to indicate promising noninvasive methods to monitor hepatic fibrosis in autoimmune hepatitis and identify anti-fibrotic interventions that warrant evaluation. Laboratory methods can differentiate cirrhosis from non-cirrhosis, but their accuracy in distinguishing changes in histological stage is uncertain. Radiological methods include transient elastography, acoustic radiation force impulse imaging, and magnetic resonance elastography. Methods based on ultrasonography are comparable in detecting advanced fibrosis and cirrhosis, but their performances may be compromised by hepatic inflammation and obesity. Magnetic resonance elastography has excellent performance parameters for all histological stages in diverse liver diseases, is uninfluenced by inflammatory activity or body habitus, has been superior to other radiological methods in nonalcoholic fatty liver disease, and may emerge as the preferred instrument to evaluate fibrosis in autoimmune hepatitis. Promising anti-fibrotic interventions are site- and organelle-specific agents, especially inhibitors of nicotinamide adenine dinucleotide phosphate oxidases, transforming growth factor beta, inducible nitric oxide synthase, lysyl oxidases, and C-C chemokine receptors types 2 and 5. Autoimmune hepatitis has a pro-fibrotic propensity, and noninvasive radiological methods, especially magnetic resonance elastography, and site- and organelle-specific interventions, especially selective antioxidants and inhibitors of collagen cross-linkage, may emerge to strengthen current management strategies.
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Affiliation(s)
- Aldo J Montano-Loza
- Division of Gastroenterology and Liver Unit, University of Alberta Hospital, Edmonton, AB, Canada
| | - Ragesh B Thandassery
- Division of Gastroenterology and Liver Unit, University of Alberta Hospital, Edmonton, AB, Canada
| | - Albert J Czaja
- Professor Emeritus of Medicine, Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, 200 First Street S.W., Rochester, MN, 55905, USA.
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12
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Houot M, Ngo Y, Munteanu M, Marque S, Poynard T. Systematic review with meta-analysis: direct comparisons of biomarkers for the diagnosis of fibrosis in chronic hepatitis C and B. Aliment Pharmacol Ther 2016; 43:16-29. [PMID: 26516104 PMCID: PMC4737301 DOI: 10.1111/apt.13446] [Citation(s) in RCA: 59] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/27/2015] [Revised: 08/05/2015] [Accepted: 10/05/2015] [Indexed: 12/14/2022]
Abstract
BACKGROUND Blood tests and transient elastography (TE), proposed as alternatives to biopsy for identifying advanced fibrosis (METAVIR-stage-F2 or greater) or cirrhosis, have never been compared using an intention to diagnose approach, with direct comparisons only, and Bayesian approach. AIM To permit more appropriate comparisons. METHODS From an overview of articles (2002-2014), we selected studies that directly compared the diagnostic accuracy of FibroTest, aspartate aminotransferase-platelet ratio index (APRI), FIB4 or TE, with biopsy as a reference, in patients with chronic hepatitis C (CHC) or B (CHB). Investigators abstracted and checked study details and quality by using pre-defined criteria. Bayesian method in intention to diagnose was the primary outcome. RESULTS Of 1321 articles identified, 71 studies including 77 groups according to aetiology (All-CB) were eligible: 37 Only-C, 28 Only-B and 12 Mixed-C-B. There were 185 direct comparisons between the area under the ROC curves (AUROCs), 99 for the diagnosis of advanced fibrosis and 86 for cirrhosis. In All-CB, Bayesian analyses revealed significant AUROCs differences in identifying advanced fibrosis in favour of FibroTest vs. TE [credibility interval: 0.06(0.02-0.09)], FibroTest vs. APRI [0.05 (0.03-0.07)] and for identifying cirrhosis TE vs. APRI [0.07 (0.02-0.13)] and FIB4 vs. APRI [0.04(0.02-0.05)]. No differences were observed between TE and FibroTest, for identifying cirrhosis in All-CB, and in sub-groups (Only-C, Only-B, Mixed-CB) for both cirrhosis and fibrosis. CONCLUSIONS In CHC and CHB, APRI had lower performances than FIB-4, TE and FibroTest. TE had lower performance than FibroTest for identifying advanced fibrosis in All-CB, without significant difference for identifying cirrhosis in all groups.
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Affiliation(s)
| | | | | | | | - T. Poynard
- Hepatology DepartmentAssistance Publique‐Hôpitaux de ParisHôpital Pitié‐SalpêtrièreParisFrance,INSERM & Université Pierre et Marie Curie ‐ Univ Paris 06UMR_S 938Centre de Recherche Saint‐Antoine & Institute of Cardiometabolism and Nutrition (ICAN)ParisFrance
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13
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Perazzo H, Veloso VG, Grinsztejn B, Hyde C, Castro R. Factors That Could Impact on Liver Fibrosis Staging by Transient Elastography. Int J Hepatol 2015; 2015:624596. [PMID: 26770833 PMCID: PMC4684863 DOI: 10.1155/2015/624596] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/31/2015] [Revised: 11/09/2015] [Accepted: 11/26/2015] [Indexed: 12/15/2022] Open
Abstract
Transient elastography (TE) based on liver stiffness measurement (LSM) is one of the most validated noninvasive methods for liver fibrosis staging in patients with chronic liver diseases. This method is painless, has no potential complications, is rapid (<10 min), and can be performed at the patient's bedside. However, several points should be considered when interpreting TE results. This review aims to discuss the critical points that might influence liver stiffness and TE results. Spectrum bias and the impact of the prevalence of fibrosis stages should be taken into account when interpreting the studies that validated this method using liver biopsy as a gold-standard. LSM might be influenced by nonfasting status, flare of transaminases, heart failure, extrahepatic cholestasis, presence of steatosis, aetiology of liver disease, type and position of probe, and operator's experience. In addition, interobserver variability can impact on the management of patients with chronic liver diseases. TE should be performed by an experienced operator (>100 exams), in a 3-hour fasting status, and its results should be handled by specialist clinicians that are aware of the limitations of this method.
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Affiliation(s)
- Hugo Perazzo
- Evandro Chagas National Institute of Infectious Disease (INI), Oswaldo Cruz Foundation (FIOCRUZ), Laboratory of Clinical Research on STD/AIDS, Avenida Brasil 4365, 21040-900 Manguinhos, RJ, Brazil
| | - Valdilea G. Veloso
- Evandro Chagas National Institute of Infectious Disease (INI), Oswaldo Cruz Foundation (FIOCRUZ), Laboratory of Clinical Research on STD/AIDS, Avenida Brasil 4365, 21040-900 Manguinhos, RJ, Brazil
| | - Beatriz Grinsztejn
- Evandro Chagas National Institute of Infectious Disease (INI), Oswaldo Cruz Foundation (FIOCRUZ), Laboratory of Clinical Research on STD/AIDS, Avenida Brasil 4365, 21040-900 Manguinhos, RJ, Brazil
| | - Chris Hyde
- Institute of Health Research, Peninsula Technology Assessment Group (PenTAG), Evidence Synthesis and Modelling for Health Improvement (ESMI), University of Exeter Medical School, University of Exeter, St. Luke's Campus, South Cloisters, EX1 2LU Exeter, UK
| | - Rodolfo Castro
- Evandro Chagas National Institute of Infectious Disease (INI), Oswaldo Cruz Foundation (FIOCRUZ), Laboratory of Clinical Research on STD/AIDS, Avenida Brasil 4365, 21040-900 Manguinhos, RJ, Brazil
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14
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Shin SK, Kim JH, Park H, Kwon OS, Lee HJ, Yeon JE, Byun KS, Suh SJ, Yim HJ, Kim YS, Kim JH. Improvement of liver function and non-invasive fibrosis markers in hepatitis B virus-associated cirrhosis: 2 years of entecavir treatment. J Gastroenterol Hepatol 2015; 30:1775-81. [PMID: 26095700 DOI: 10.1111/jgh.13020] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/27/2015] [Indexed: 12/15/2022]
Abstract
BACKGROUND AND AIM Entecavir (ETV) induces biochemical and histologic improvement of the liver in patients with chronic hepatitis B. This study aimed to confirm that 2 years of ETV treatment improves liver function and non-invasive fibrosis markers in patients with hepatitis B virus (HBV)-associated cirrhosis. METHODS A total 472 naïve patients with HBV-associated cirrhosis was treated with ETV for at least 2 years, between March 2007 and December 2012. Model for end-stage liver disease and Child-Pugh (CP) score were used to evaluate the improvement of liver function. Aspartate transaminase to platelet ratio index, FIB-4 index, and fibrosis index were used to evaluate the improvement of fibrosis. RESULTS The final 370 of 472 patients with HBV-associated cirrhosis were enrolled. Mean age was 51 ± 10 years, and 240 patients (64.9%) were men. The distribution of CP class was 71.1% in A, 24.6% in B, and 4.3% in C. Mean end-stage liver disease and CP score changed over the study period from 8.5 ± 4.6 to 6.2 ± 4.2 (P < 0.001) and from 6.2 ± 1.6 to 5.6 ± 0.9 (P < 0.001), respectively. Aspartate transaminase to platelet ratio index, FIB-4 index, and fibrosis index changed from 3.6 ± 4.5 to 1.5 ± 1.5 (P < 0.001), from 7.0 ± 6.2 to 3.9 ± 2.8 (P < 0.001), and from 3.3 ± 0.9 to 2.5 ± 1.1 (P < 0.001), respectively. CONCLUSIONS After 2 years of treatment, ETV improves liver function and non-invasive fibrosis markers in patients with HBV-associated cirrhosis.
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Affiliation(s)
- Seung Kak Shin
- Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, South Korea
| | - Jeong Han Kim
- Department of Internal Medicine, Konkuk University School of Medicine, Seoul, South Korea
| | - Hyeonsu Park
- Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, South Korea
| | - Oh Sang Kwon
- Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, South Korea
| | - Hyun Jung Lee
- Department of Internal Medicine, Korea University Guro Hospital, Seoul, South Korea
| | - Jong Eun Yeon
- Department of Internal Medicine, Korea University Guro Hospital, Seoul, South Korea
| | - Kwan Soo Byun
- Department of Internal Medicine, Korea University Guro Hospital, Seoul, South Korea
| | - Sang Jun Suh
- Department of Internal Medicine, Korea University Ansan Hospital, Ansan, South Korea
| | - Hyung Joon Yim
- Department of Internal Medicine, Korea University Ansan Hospital, Ansan, South Korea
| | - Yun Soo Kim
- Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, South Korea
| | - Ju Hyun Kim
- Department of Internal Medicine, Gachon University Gil Medical Center, Incheon, South Korea
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15
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Lurie Y, Webb M, Cytter-Kuint R, Shteingart S, Lederkremer GZ. Non-invasive diagnosis of liver fibrosis and cirrhosis. World J Gastroenterol 2015; 21:11567-11583. [PMID: 26556987 PMCID: PMC4631961 DOI: 10.3748/wjg.v21.i41.11567] [Citation(s) in RCA: 247] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2015] [Revised: 07/23/2015] [Accepted: 09/15/2015] [Indexed: 02/07/2023] Open
Abstract
The evaluation and follow up of liver fibrosis and cirrhosis have been traditionally performed by liver biopsy. However, during the last 20 years, it has become evident that this “gold-standard” is imperfect; even according to its proponents, it is only “the best” among available methods. Attempts at uncovering non-invasive diagnostic tools have yielded multiple scores, formulae, and imaging modalities. All are better tolerated, safer, more acceptable to the patient, and can be repeated essentially as often as required. Most are much less expensive than liver biopsy. Consequently, their use is growing, and in some countries the number of biopsies performed, at least for routine evaluation of hepatitis B and C, has declined sharply. However, the accuracy and diagnostic value of most, if not all, of these methods remains controversial. In this review for the practicing physician, we analyze established and novel biomarkers and physical techniques. We may be witnessing in recent years the beginning of the end of the first phase for the development of non-invasive markers. Early evidence suggests that they might be at least as good as liver biopsy. Novel experimental markers and imaging techniques could produce a dramatic change in diagnosis in the near future.
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16
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Brener S. Transient Elastography for Assessment of Liver Fibrosis and Steatosis: An Evidence-Based Analysis. ONTARIO HEALTH TECHNOLOGY ASSESSMENT SERIES 2015; 15:1-45. [PMID: 26664664 PMCID: PMC4664937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
BACKGROUND Liver fibrosis is a sign of advanced liver disease and is often an indication for treatment. The current standard for diagnosing liver fibrosis and steatosis is biopsy, but noninvasive alternatives are available; one of the most common is transient elastography (FibroScan). OBJECTIVES The objective of this analysis was to assess the diagnostic accuracy and clinical utility of transient elastography alone for liver fibrosis and with controlled attenuation parameter (CAP) for steatosis in patients with hepatitis C virus, hepatitis B virus, nonalcoholic fatty liver disease, alcoholic liver disease, or cholestatic diseases. The analysis also aimed to compare the diagnostic accuracy of transient elastography with two alternative noninvasive technologies: FibroTest and acoustic force radiation impulse (ARFI). DATA SOURCES Ovid MEDLINE, Ovid MEDLINE In-Process, Ovid Embase, and all EBM databases were searched for all studies published prior to October 2, 2014. REVIEW METHODS An overview of reviews was conducted using a systematic search and assessment approach. The results of the included systematic reviews were summarized, analyzed, and reported for outcomes related to diagnostic accuracy and clinical utility as a measure of impact on diagnoses, therapeutic decisions, and patient outcomes. RESULTS Fourteen systematic reviews were included, summarizing more than 150 studies. The reviews demonstrated that transient elastography (with or without CAP) has good diagnostic accuracy compared to biopsy for the assessment of liver fibrosis and steatosis. Acoustic force radiation impulse and FibroTest were not superior to transient elastography. LIMITATIONS None of the included systematic reviews reported on the clinical utility of transient elastography. CONCLUSIONS Transient elastography (with or without CAP) offers a noninvasive alternative to biopsy for the assessment of liver fibrosis and steatosis, given its comparable diagnostic accuracy.
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17
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Salkic NN, Cickusic E, Jovanovic P, Denjagic MB, Iljazovic-Topcic S, Bevanda M, Ahmetagic S. Online combination algorithm for non-invasive assessment of chronic hepatitis B related liver fibrosis and cirrhosis in resource-limited settings. Eur J Intern Med 2015; 26:628-634. [PMID: 26194460 DOI: 10.1016/j.ejim.2015.07.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/19/2015] [Revised: 06/20/2015] [Accepted: 07/06/2015] [Indexed: 12/19/2022]
Abstract
OBJECTIVE The use of commercially available noninvasive markers for chronic hepatitis B (CHB) related fibrosis is not widely available in developing countries so clinicians in those countries frequently use free alternatives. We aimed to create an optimized algorithm for selection of patients with the highest probability for presence/absence of significant liver fibrosis and cirrhosis based on the use of multiple free scores. METHODS We evaluated six free noninvasive markers for CHB related fibrosis against liver biopsy and selected the best thresholds for prediction/exclusion of significant fibrosis and cirrhosis in CHB patients. Algorithm based on four scores and their corresponding thresholds was created. RESULTS The calculator based on developed algorithm can be found at http://www.chb-lfc.com. We evaluated 211 patients in main group and 65 patients in external validation group. We selected four scores for creation of combination algorithm. The algorithm was able to classify 123/211 (58.3%) patients with a 93.5% accuracy of correct classification for prediction of presence/absence of significant fibrosis in main group. In validation group, the algorithm was able to classify 48/65 (73.8%) of patients with 93.8% (45/48) overall accuracy. When used to predict presence/absence of cirrhosis, the algorithm was able to correctly classify 181/211 (85.8%) and 59/65 (90.8%) of patients in main and validation group, respectively, with an overall accuracy of 97.8% and 98.3%, respectively. CONCLUSION Developed algorithm based on routine laboratory tests is a usable, applicable and accurate tool for diagnosis of CHB related fibrosis and cirrhosis, suitable for resource-limited settings where more expensive modalities are unavailable.
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Affiliation(s)
- Nermin N Salkic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina.
| | - Elmir Cickusic
- Department of Pathology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Predrag Jovanovic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Mirela Basic Denjagic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Samra Iljazovic-Topcic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Milenko Bevanda
- Department of Gastroenterology, University Clinical Hospital Mostar, Mostar, Bosnia and Herzegovina
| | - Sead Ahmetagic
- Department of Infectious Diseases, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
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18
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Feng L, Sun K, Zhang J, Feng G, Zhao Y. A novel non-invasive index using AFP and APTT is associated with liver fibrosis in patients with chronic hepatitis B infection: a retrospective cohort study. BMJ Open 2015; 5:e008032. [PMID: 26391629 PMCID: PMC4577926 DOI: 10.1136/bmjopen-2015-008032] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Revised: 08/18/2015] [Accepted: 08/21/2015] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE A liver biopsy is the 'reference standard' for diagnosing and staging liver fibrosis but with many disadvantages. Therefore, developing a non-invasive index for predicting fibrosis is very valuable. We developed and validated a novel non-invasive index for predicting significant fibrosis in patients with chronic hepatitis B infection. DESIGN A retrospective cohort study. SETTING Chronic hepatitis B virus-infected patients were recruited in the Department of Infectious Disease in the First Affiliated Hospital of Zhejiang University. PARTICIPANTS A total of 506 patients were enrolled, and patients were randomly divided into estimation (n=253) and validation (n=253) cohorts. PRIMARY AND SECONDARY OUTCOME MEASURES Chronic hepatitis B virus-infected patients were studied retrospectively using routine parameters. A novel index was developed from an estimation cohort and validated in another cohort. Liver histology was assessed for fibrosis according to the Xi'an Meeting Scoring System. The novel index using α-fetal protein (AFP) and activated partial thromboplastin time (APTT; denoted AA index) was compared with 10 other indices using receiving operating characteristics curves. Multivariate forward stepwise regression analysis revealed that AFP and APTT were significantly associated with the Xi'an Meeting Scoring System, and were used to calculate the AA index (log index=-9.164+0.114×AFP+0.236×APTT). RESULTS The AA index predicted significant fibrosis with an area under the curve of 0.822, exhibited a significantly higher area compared with the other 10 indices in the estimation cohort, and was validated in the validation cohort. CONCLUSIONS The AA index can be used to predict significant fibrosis, and may decrease the need for liver biopsy in patients with chronic hepatitis B infection.
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Affiliation(s)
- Limin Feng
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Ke Sun
- Department of Pathology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Jie Zhang
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
| | - Guofang Feng
- Department of Reproductive Endocrinology, Women's Hospital, School of Medicine, Zhejiang University, Hangzhou, China
| | - Ying Zhao
- Department of Laboratory Medicine, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China
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Oberg K, Modlin IM, De Herder W, Pavel M, Klimstra D, Frilling A, Metz DC, Heaney A, Kwekkeboom D, Strosberg J, Meyer T, Moss SF, Washington K, Wolin E, Liu E, Goldenring J. Consensus on biomarkers for neuroendocrine tumour disease. Lancet Oncol 2015; 16:e435-e446. [PMID: 26370353 PMCID: PMC5023063 DOI: 10.1016/s1470-2045(15)00186-2] [Citation(s) in RCA: 211] [Impact Index Per Article: 21.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2015] [Revised: 03/24/2015] [Accepted: 03/26/2015] [Indexed: 02/06/2023]
Abstract
Management of neuroendocrine neoplasia represents a clinical challenge because of its late presentation, lack of treatment options, and limitations in present imaging modalities and biomarkers to guide management. Monoanalyte biomarkers have poor sensitivity, specificity, and predictive ability. A National Cancer Institute summit, held in 2007, on neuroendocrine tumours noted biomarker limitations to be a crucial unmet need in the management of neuroendocrine tumours. A multinational consensus meeting of multidisciplinary experts in neuroendocrine tumours assessed the use of current biomarkers and defined the perquisites for novel biomarkers via the Delphi method. Consensus (at >75%) was achieved for 88 (82%) of 107 assessment questions. The panel concluded that circulating multianalyte biomarkers provide the highest sensitivity and specificity necessary for minimum disease detection and that this type of biomarker had sufficient information to predict treatment effectiveness and prognosis. The panel also concluded that no monoanalyte biomarker of neuroendocrine tumours has yet fulfilled these criteria and there is insufficient information to support the clinical use of miRNA or circulating tumour cells as useful prognostic markers for this disease. The panel considered that trials measuring multianalytes (eg, neuroendocrine gene transcripts) should also identify how such information can optimise the management of patients with neuroendocrine tumours.
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Affiliation(s)
- Kjell Oberg
- Department of Medical Sciences, Endocrine Oncology, Uppsala University, Uppsala, Sweden
| | | | - Wouter De Herder
- Section of Endocrinology, Department of Internal Medicine, Erasmus Medical Centre, Rotterdam, Netherlands
| | | | - David Klimstra
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - David C Metz
- Division of Gastroenterology, University of Pennsylvania Health System, Philadelphia, PA, USA
| | - Anthony Heaney
- Department of Medicine, University of California Los Angeles, Los Angeles, CA, USA
| | - Dik Kwekkeboom
- Department of Nuclear Medicine, Erasmus Medical Centre, Rotterdam, Netherlands
| | | | - Timothy Meyer
- University College London Cancer Institute, London, UK
| | - Steven F Moss
- Brown University, Liver Research Center, Providence, RI, USA
| | - Kay Washington
- Department of Pathology, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Edward Wolin
- Markey Cancer Center, University of Kentucky, Lexington, KY, USA
| | - Eric Liu
- Department of Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James Goldenring
- Department of Cell and Developmental Biology, Vanderbilt University Medical Center, Nashville, TN, USA
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20
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Tai DI, Tsay PK, Jeng WJ, Weng CC, Huang SF, Huang CH, Lin SM, Chiu CT, Chen WT, Wan YL. Differences in liver fibrosis between patients with chronic hepatitis B and C: evaluation by acoustic radiation force impulse measurements at 2 locations. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2015; 34:813-821. [PMID: 25911714 DOI: 10.7863/ultra.34.5.813] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2014] [Accepted: 08/12/2014] [Indexed: 02/05/2023]
Abstract
OBJECTIVES The purpose of this study was to evaluate liver fibrosis by acoustic radiation force impulse (ARFI) measurements at 2 locations in patients with chronic hepatitis B and C. METHODS A total of 204 consecutive patients (146 male and 58 female) with chronic hepatitis B (n = 121) and C (n = 83) who underwent liver biopsy were enrolled. All patients received ARFI measurements at 2 locations in the right intercostal space on the same day as biopsy. RESULTS There was no difference in median ARFI values between detection locations. However, a significant difference was found for low and high values between locations (median ± SD, 1.38 ± 0.43 versus 1.56 ± 0.55 m/s; P < .001). By receiver operating characteristic (ROC) curve analysis for a METAVIR fibrosis score of F4 (cirrhosis), the lower value of 2 measurements had the highest area under the ROC curve (0.750), followed by the mean value (0.744) and the higher value (0.730). Patients with hepatitis C had a higher area under the ROC curve than patients with hepatitis B (0.824 versus 0.707) for predicting liver cirrhosis. By logistic regression analysis, ARFI was the best modality for predicting liver cirrhosis in hepatitis C, and conventional sonography was the best modality in hepatitis B (P < .001). The ARFI value in patients with hepatitis B was significantly influenced by liver inflammation (P = .019). CONCLUSIONS Acoustic radiation force impulse imaging is the modality of choice for predicting liver cirrhosis in chronic hepatitis C, whereas conventional sonography is still the modality of choice in chronic hepatitis B.
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Affiliation(s)
- Dar-In Tai
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Pei-Kwei Tsay
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Wen-Juei Jeng
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Chia-Chan Weng
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Shiu-Feng Huang
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Chien-Hao Huang
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Shi-Ming Lin
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Cheng-Tang Chiu
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Wei-Ting Chen
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
| | - Yung-Liang Wan
- Departments of Gastroenterology and Hepatology (D.-I.T., W.-J.J., C.-C.W., C.-H.H., S.-M.L., C.-T.C., W.-T.C.) and Medical Imaging and Intervention (Y.-L.W.), Chang Gung Memorial Hospital, Taipei, Taiwan; Department of Public Health and Center of Biostatistics, Chang Gung University College of Medicine, Tao-Yuan, Taiwan (P.-K.T.); Division of Molecular and Genomic Medicine, National Health Research Institute, Taipei, Taiwan (S.-F.H.); and Department of Medical Imaging and Radiological Sciences, College of Medicine, Institute for Radiological Research, Chang Gung University, Tao-Yuan, Taiwan (Y.-L.W.)
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Park MS, Kim SU, Kim BK, Park JY, Kim DY, Ahn SH, Shin SH, Kang W, Moon C, Han KH. Prognostic value of the combined use of transient elastography and fibrotest in patients with chronic hepatitis B. Liver Int 2015; 35:455-462. [PMID: 25183426 DOI: 10.1111/liv.12678] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Accepted: 08/26/2014] [Indexed: 02/13/2023]
Abstract
BACKGROUND & AIMS Liver stiffness (LS) measurement using transient elastography and the FibroTest (FT) are alternatives to liver biopsy (LB) in assessing liver fibrosis. We investigated the prognostic role of the combined use of LS and FT in predicting liver-related events (LREs) in patients with chronic hepatitis B (CHB). METHODS Consecutive patients with CHB who underwent LB, along with LS and FT on the same day were recruited. LRE was defined as hepatic decompensation, hepatocellular carcinoma (HCC) or liver-related death. RESULTS A total of 151 patients (86 male) were analyzed. During follow-up (median 59.9 months), overall 18 (11.9%) patients experienced LREs. The areas under receiver-operating characteristic curves of LS, FT, LS + FT and LS × FT in predicting LRE were 0.701, 0.668, 0.702 and 0.741 respectively. After adjusting for age and histological fibrosis staging, significant variables in univariate analysis (both P < 0.05), LS + FT and LS × FT were independent predictors of LREs with hazard ratios (HRs) of 1.080 and 1.126 (all P < 0.05) respectively. When subjects were divided into three groups according to quartile stratification (low quartile, interquartile and high quartile) using LS + FT and LS × FT, cumulative LRE development rate significantly increased with a corresponding increase in value among three groups respectively (log-rank test, all P < 0.05). CONCLUSION The combined use of LS and FT significantly predicted forthcoming LRE development, but with only a slight additional benefit compared to LS or FT alone.
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Affiliation(s)
- Mi Sung Park
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
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22
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Yilmaz B, Aydin H, Can G, Şentürk Z, Üstüner B, Yilmaz H, Öztürkler M, Roach EC, Korkmaz U, Kurt M, Çelebi A, Şentürk Ö, Hülagü S. The relationship between fibrosis level and blood neutrophil to lymphocyte ratio in inactive hepatitis B carriers. Eur J Gastroenterol Hepatol 2014; 26:1325-1328. [PMID: 25244413 DOI: 10.1097/meg.0000000000000204] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
AIM Neutrophil-lymphocyte ratio (NLR) has been used as a simple, affordable, and easily accessible marker to predict prognosis in a variety of inflammatory and neoplastic diseases. However, there are few studies investigating their role in patients with hepatitis B. The aim of this study was to investigate the relationship between NLR and liver fibrosis in patients who were being followed as inactive hepatitis B carriers. MATERIALS AND METHODS The study included 78 patients who were followed for 1 year as inactive hepatitis B carriers. Liver biopsy was performed and the fibrosis scores of the histological activity index were assessed according to the Metavir scoring system. The patients were divided into two groups on the basis of the fibrosis scores: those with a score below 2 and those with a score above 2. In both groups, demographic data such as sex, age, and BMI were similar. The NLR of patients was calculated from blood samples taken at the same time as the biopsy. RESULTS Histopathologic analysis of 78 patients showed that 41 (53%) had fibrosis grade 0-1 and 37 (47%) patients had fibrosis grade greater than 2. According to the biopsy results, there were no cirrhotic patients. NLR was found to be statistically significantly lower in the group with fibrosis grade of at least 2 (1.51±0.61 vs. 1.79±0.64, P=0.043). Other biochemical and hematological data were found to be similar in both groups. No correlation was found between laboratory values and NLR. In addition, there was no correlation between NLR with histologic activity. Spearman correlation analysis showed a negative correlation between the fibrosis score and NLR (r=-0.279, P=0.013). CONCLUSION In inactive hepatitis B carriers, the histological activity index and NLR were found to be correlated negatively. NLR can be used as a predictor of fibrosis in combination with other noninvasive markers.
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Affiliation(s)
- Bülent Yilmaz
- aDepartment of Gastroenterology, Izzet Baysal State Hospital bDepartment of Gastroenterology, Abant Izzet Baysal University School of Medicine, Bolu Departments of cInternal Medicine dGastroenterology, Kocaeli University School of Medicine, Kocaeli, Turkey eCleveland Clinic, Department of Pathobiology, Cleveland, Ohio, USA
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23
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Poynard T, Vergniol J, Ngo Y, Foucher J, Thibault V, Munteanu M, Merrouche W, Lebray P, Rudler M, Deckmyn O, Perazzo H, Thabut D, Ratziu V, de Ledinghen V. Staging chronic hepatitis B into seven categories, defining inactive carriers and assessing treatment impact using a fibrosis biomarker (FibroTest®) and elastography (FibroScan®). J Hepatol 2014; 61:994-1003. [PMID: 25016224 DOI: 10.1016/j.jhep.2014.06.027] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2014] [Revised: 06/16/2014] [Accepted: 06/20/2014] [Indexed: 12/30/2022]
Abstract
BACKGROUND & AIMS The first aim was to extend the validation of FibroTest® (FT) and transient elastography (TE) as markers of occurrence of cirrhosis without complications (F4.1), oesophageal varices (F4.2), and severe complications (F4.3) in patients with chronic hepatitis B (CHB). The second aim was to validate a previous definition of an inactive carrier based on normal FT and ActiTest® (normal-FT-AT). The third aim was to assess the long-term dynamics of fibrosis in patients with sustained virological response. METHODS The 10-year updated individual data of 1434 patients were pooled from two prospective cohorts. RESULTS Of the 1312 patients without a history of complications, varices had occurred after 10 years in 14 patients (F4.2, incidence of 1.7%, 95% CI [0.6-2.8]), and severe complications in 25 (F4.3 3.7% [1.8-5.7]), including hepatocellular carcinoma (HCC) in 21 (3.7% [1.5-5.8]). Using Cox-multivariate analysis adjusted for treatment, viral load, HBeAg status and ALT, FT, and TE were predictive of liver complications (n=37; AUROC=0.83 [0.71-0.90]; p<0.0001) and (n=8/844; AUROC=0.82 [0.72-0.89]; p<0.0001) respectively. Normal FT-AT better identified patients with lower fibrosis progression than the ALT-based standard: 3/163 (1.8%) vs. 16/181 (8.8%; p=0.004) in the Paris cohort, and 5/195 (2.6%) vs. 15/228 (6.6%; p=0.05) in the Bordeaux cohort. Of the 582 responders, 23 had complications (incidence 6.2% [3.2-9.1]) including 19 HCC (5.8% [2.6-9.0]) and 10 with varices (2.6% [0.8-4.4]). Of the 138 responders with advanced fibrosis, only 31% (15-47%) had fibrosis regression. CONCLUSIONS FibroTest® and TE identified three categories of cirrhosis with increasing morbidity. Normal FibroTest® and ActiTest® were better able to identify inactive hepatitis B carriers than the standard definition. Despite virological response, the overall incidence of cirrhosis increased, with a remaining 5.8% risk of HCC.
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Affiliation(s)
- Thierry Poynard
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France; University Pierre et Marie Curie (UPMC) University of Paris VI, Paris, France; INSERM, UMRS 938, Paris, France.
| | | | - Yen Ngo
- BioPredictive, Paris, France
| | | | - Vincent Thibault
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | | | | | - Pascal Lebray
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Marika Rudler
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | | | - Hugo Perazzo
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Dominique Thabut
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
| | - Vlad Ratziu
- Assistance Publique Hôpitaux de Paris (AP-HP), Groupe Hospitalier Pitié-Salpêtrière, Paris, France
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Salkic NN, Jovanovic P, Hauser G, Brcic M. Response to Munteanu et al. Am J Gastroenterol 2014; 109:1288-1289. [PMID: 25091246 DOI: 10.1038/ajg.2014.140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Affiliation(s)
- Nermin N Salkic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Predrag Jovanovic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Goran Hauser
- Department of Gastroenterology, Clinical Hospital Center Rijeka, Rijeka, Croatia
| | - Majda Brcic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
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Zeremski M, Dimova RB, Benjamin S, Makeyeva J, Yantiss RK, Gambarin-Gelwan M, Talal AH. FibroSURE as a noninvasive marker of liver fibrosis and inflammation in chronic hepatitis B. BMC Gastroenterol 2014; 14:118. [PMID: 24990385 PMCID: PMC4086988 DOI: 10.1186/1471-230x-14-118] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/19/2014] [Accepted: 06/19/2014] [Indexed: 12/19/2022] Open
Abstract
Background Noninvasive markers of liver fibrosis have not been extensively studied in patients with chronic hepatitis B virus (HBV) infection. Our aim was to evaluate the capacity of FibroSURE, one of the two noninvasive fibrosis indices commercially available in the United States, to identify HBV infected patients with moderate to severe fibrosis. Methods Forty-five patients who underwent liver biopsy at a single tertiary care center were prospectively enrolled and had FibroSURE performed within an average interval of 11 days of the biopsy. Results Of the 45 patients, 40% were Asian, 40% were African American, and 13% were Caucasian; 27% were co-infected with HIV and 67% had no or mild fibrosis. We found FibroSURE to have moderate capacity to discriminate between patients with moderate to high fibrosis and those with no to mild fibrosis (area under receiver operating characteristic [AUROC] curve = 0.77; 95% confidence interval [CI] [0.61, 0.92]). When we combined the fibrosis score determined by FibroSURE with aspartate aminotransferase (AST) measurements and HIV co-infection status, the discriminatory ability significantly improved reaching an AUROC of 0.90 (95% CI [0.80, 1.00]). FibroSURE also had a good ability to differentiate patients with no or mild from those with moderate to high inflammation (AUROC = 0.83; 95% CI [0.71, 0.95]). Conclusions FibroSURE in combination with AST levels has an excellent capacity to identify moderate to high fibrosis stages in chronic HBV-infected patients. These data suggest that FibroSURE may be a useful substitute for liver biopsy in chronic HBV infection.
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Affiliation(s)
- Marija Zeremski
- Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medical College, New York, NY, USA.
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Clinical Application of Transient Elastography in the Diagnosis of Liver Fibrosis: an Expert Panel Review and Opinion. J Clin Transl Hepatol 2014; 2:110-6. [PMID: 26357622 PMCID: PMC4521263 DOI: 10.14218/jcth.2014.00008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2014] [Revised: 05/24/2014] [Accepted: 05/30/2014] [Indexed: 12/12/2022] Open
Abstract
Liver fibrosis evaluation is pivotal for treatment decisions and prognosis assessment in patients with chronic liver disease. Liver transient elastography (TE) is a newly developed non-invasive technique for diagnosis of liver fibrosis. It can assess the state of liver fibrosis by liver stiffness measurements, and offers better performance for the diagnosis of liver cirrhosis than serum biological markers. It has now been approved for clinical use in China. The aim of this review is to provide a guide for clinicians to apply this technique appropriately. The recommendations are made under the auspices of China Foundation for Hepatitis Prevention and Control, and have been prepared by a panel experts, who have reviewed and summarized the clinical studies on TE in order to develop these recommendations.
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27
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Salkic NN, Jovanovic P, Hauser G, Brcic M. FibroTest/Fibrosure for significant liver fibrosis and cirrhosis in chronic hepatitis B: a meta-analysis. Am J Gastroenterol 2014; 109:796-809. [PMID: 24535095 DOI: 10.1038/ajg.2014.21] [Citation(s) in RCA: 56] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2013] [Accepted: 12/30/2013] [Indexed: 02/07/2023]
Abstract
OBJECTIVES Extent of liver fibrosis is one of the most important factors in determining prognosis and the need for active treatment in chronic hepatitis B (CHB). Noninvasive alternatives such as FibroTest/Fibrosure (FT) have been developed in order to overcome the shortcomings of liver biopsy (LB). We aimed to systematically review studies describing the diagnostic accuracy of FT for predicting CHB-related fibrosis. METHODS MEDLINE and EMBASE searches and hand searching methods were performed to identify studies that assessed the diagnostic accuracy of FibroTest in HB patients using LB as a reference standard. We used a hierarchical summary receiver operating curves model and the bivariate model to produce summary receiver operating characteristic curves and pooled estimates of sensitivity and specificity. RESULTS We included 16 studies (N=2494) and 13 studies (N=1754) in the heterogenous meta-analysis for liver fibrosis and cirrhosis, respectively. The area under the hierarchical summary receiver operating curve for significant liver fibrosis and for all included studies was 0.84 (95% confidence interval (CI): 0.78-0.88). At the FT threshold of 0.48, the sensitivity, specificity, and diagnostic odds ratio (DOR) of FT for significant fibrosis were 61 (48-72%), 80 (72-86%), and 6.2% (3.3-11.9), respectively. The area under the hierarchical summary receiver operating curve for liver cirrhosis and for all included studies was 0.87 (95% CI: 0.85-0.90). At the FT threshold of 0.74, the sensitivity, specificity, and DOR of FT for cirrhosis were 62 (47-75%), 91 (88-93%), and 15.7% (8.6-28.8), respectively. CONCLUSIONS FibroTest is of value in exclusion of patients with CHB-related cirrhosis, but has suboptimal accuracy in the detection of significant fibrosis and cirrhosis. It is necessary to further improve the test or combine it with other noninvasive modalities in order to improve accuracy.
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Affiliation(s)
- Nermin N Salkic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Predrag Jovanovic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
| | - Goran Hauser
- Department of Gastroenterology, Clinical Hospital Center Rijeka, Rijeka, Croatia
| | - Majda Brcic
- Department of Gastroenterology and Hepatology, University Clinical Center Tuzla, Tuzla, Bosnia and Herzegovina
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28
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Trembling PM, Lampertico P, Parkes J, Tanwar S, Viganò M, Facchetti F, Colombo M, Rosenberg WM. Performance of Enhanced Liver Fibrosis test and comparison with transient elastography in the identification of liver fibrosis in patients with chronic hepatitis B infection. J Viral Hepat 2014; 21:430-8. [PMID: 24750297 PMCID: PMC4298014 DOI: 10.1111/jvh.12161] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Assessment of liver fibrosis is important in determining prognosis, disease progression and need for treatment in patients with chronic hepatitis B (CHB). Limitations to the use of liver biopsy in assessing fibrosis are well recognized, and noninvasive tests are being increasingly evaluated including transient elastography (TE) and serum markers such as the Enhanced Liver Fibrosis (ELF) test. We assessed performance of ELF and TE in detecting liver fibrosis with reference to liver histology in a cohort of patients with CHB (n = 182), and compared the performance of these modalities. Median age was 46 and mean AST 70 IU/L. Cirrhosis was reported in 20% of liver biopsies. Both modalities performed well in assessing fibrosis at all stages. Area under receiver operator characteristic (AUROC) curves for detecting METAVIR fibrosis stages F ≥ 1, F ≥ 2, F ≥ 3 and F4 were 0.77, 0.82, 0.80 and 0.83 for ELF and 0.86, 0.86, 0.90 and 0.95 for TE. TE performed significantly better in the assessment of severe fibrosis (AUROC 0.80 for ELF and 0.90 for TE, P < 0.01) and cirrhosis (0.83 for ELF and 0.95 for TE, P < 0.01). This study demonstrates that ELF has good performance in detection of liver fibrosis in patients with CHB, and when compared, TE performs better in detection of severe fibrosis/cirrhosis.
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Affiliation(s)
- P M Trembling
- Institute for Liver and Digestive Health, Division of Medicine, University College LondonLondon, UK
| | - P Lampertico
- AM and A Migliavacca Center for Liver Disease, 1st Division of Gastroenterology, Department of Medicine, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di MilanoMilan, Italy
| | - J Parkes
- Public Health Sciences and Medical Statistics, Faculty of Medicine, University of SouthamptonSouthampton, UK
| | - S Tanwar
- Institute for Liver and Digestive Health, Division of Medicine, University College LondonLondon, UK
| | - M Viganò
- AM and A Migliavacca Center for Liver Disease, 1st Division of Gastroenterology, Department of Medicine, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di MilanoMilan, Italy,UO Epatologia, Ospedale San Giuseppe, Università degli Studi di MilanoMilan, Italy
| | - F Facchetti
- AM and A Migliavacca Center for Liver Disease, 1st Division of Gastroenterology, Department of Medicine, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di MilanoMilan, Italy
| | - M Colombo
- AM and A Migliavacca Center for Liver Disease, 1st Division of Gastroenterology, Department of Medicine, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di MilanoMilan, Italy
| | - W M Rosenberg
- Institute for Liver and Digestive Health, Division of Medicine, University College LondonLondon, UK
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Abstract
Liver fibrosis is the final common pathway for almost all causes of chronic liver injury. Liver fibrosis is now known to be a dynamic process having significant potential for resolution. Therefore, fibrosis prediction is an essential part of the assessment and management of patients with chronic liver disease. As such, there is strong demand for reliable liver biomarkers that provide insight into disease etiology, diagnosis, therapy, and prognosis in lieu of more invasive approaches such as liver biopsy. Current diagnostic strategies range from use of serum biomarkers to more advanced imaging techniques including transient elastography and magnetic resonance imaging. In addition to these modalities, there are other approaches including the use of novel, but yet to be validated, biomarkers. In this chapter, we discuss the biomarkers of liver fibrosis including the use of invasive and noninvasive biomarkers and disease-specific biomarkers in various chronic liver diseases.
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Czaja AJ. Hepatic inflammation and progressive liver fibrosis in chronic liver disease. World J Gastroenterol 2014; 20:2515-32. [PMID: 24627588 PMCID: PMC3949261 DOI: 10.3748/wjg.v20.i10.2515] [Citation(s) in RCA: 255] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2013] [Revised: 10/24/2013] [Accepted: 11/12/2013] [Indexed: 02/06/2023] Open
Abstract
Chronic liver inflammation drives hepatic fibrosis, and current immunosuppressive, anti-inflammatory, and anti-viral therapies can weaken this driver. Hepatic fibrosis is reversed, stabilized, or prevented in 57%-79% of patients by conventional treatment regimens, mainly by their anti-inflammatory actions. Responses, however, are commonly incomplete and inconsistently achieved. The fibrotic mechanisms associated with liver inflammation have been clarified, and anti-fibrotic agents promise to improve outcomes as adjunctive therapies. Hepatitis C virus and immune-mediated responses can activate hepatic stellate cells by increasing oxidative stress within hepatocytes. Angiotensin can be synthesized by activated hepatic stellate cells and promote the production of reactive oxygen species. Anti-oxidants (N-acetylcysteine, S-adenosyl-L-methionine, and vitamin E) and angiotensin inhibitors (losartin) have had anti-fibrotic actions in preliminary human studies, and they may emerge as supplemental therapies. Anti-fibrotic agents presage a new era of supplemental treatment for chronic liver disease.
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Kang W, Kim SU, Ahn SH. Non-invasive prediction of forthcoming cirrhosis-related complications. World J Gastroenterol 2014; 20:2613-2623. [PMID: 24627597 PMCID: PMC3949270 DOI: 10.3748/wjg.v20.i10.2613] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2013] [Revised: 01/04/2014] [Accepted: 02/17/2014] [Indexed: 02/06/2023] Open
Abstract
In patients with chronic liver diseases, identification of significant liver fibrosis and cirrhosis is essential for determining treatment strategies, assessing therapeutic response, and stratifying long-term prognosis. Although liver biopsy remains the reference standard for evaluating the extent of liver fibrosis in patients with chronic liver diseases, several non-invasive methods have been developed as alternatives to liver biopsies. Some of these non-invasive methods have demonstrated clinical accuracy for diagnosing significant fibrosis or cirrhosis in many cross-sectional studies with the histological fibrosis stage as a reference standard. However, non-invasive methods cannot be fully validated through cross-sectional studies since liver biopsy is not a perfect surrogate endpoint marker. Accordingly, recent studies have focused on assessing the performance of non-invasive methods through long-term, longitudinal, follow-up studies with solid clinical endpoints related to advanced stages of liver fibrosis and cirrhosis. As a result, current view is that these alternative methods can independently predict future cirrhosis-related complications, such as hepatic decompensation, liver failure, hepatocellular carcinoma, or liver-related death. The clinical role of non-invasive models seems to be shifting from a simple tool for predicting the extent of fibrosis to a surveillance tool for predicting future liver-related events. In this article, we will summarize recent longitudinal studies of non-invasive methods for predicting forthcoming complications related to liver cirrhosis and discuss the clinical value of currently available non-invasive methods based on evidence from the literature.
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Czaja AJ. Review article: The prevention and reversal of hepatic fibrosis in autoimmune hepatitis. Aliment Pharmacol Ther 2014; 39:385-406. [PMID: 24387318 DOI: 10.1111/apt.12592] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2013] [Revised: 11/29/2013] [Accepted: 12/05/2013] [Indexed: 12/11/2022]
Abstract
BACKGROUND Immunosuppressive treatment of autoimmune hepatitis can prevent or reverse hepatic fibrosis, but these anti-fibrotic effects are inconsistent secondary gains. AIM To describe the anti-fibrotic effects of current therapies for autoimmune hepatitis, discuss the pathogenic mechanisms of hepatic fibrosis that might be targeted by anti-fibrotic interventions, indicate the non-invasive diagnostic tests of hepatic fibrosis that must be validated in autoimmune hepatitis and to suggest promising treatment opportunities. METHODS Studies cited in PubMed from 1972 to 2013 for autoimmune hepatitis, hepatic fibrosis, cirrhosis, anti-fibrotic therapy and non-invasive tests of hepatic fibrosis were selected. RESULTS Hepatic fibrosis improves in 53-57% of corticosteroid-treated patients with autoimmune hepatitis; progressive fibrosis slows or is prevented in 79%; and cirrhosis may be reversed. Progressive hepatic fibrosis is associated with liver inflammation, and the inability to fully suppress inflammatory activity within 12 months is associated with progression to cirrhosis (54%) and death or need for liver transplantation (15%). Liver tissue examination remains the gold standard for assessing hepatic fibrosis, but laboratory and radiological tests may be useful non-invasive methods to measure the fibrotic response. Severe liver inflammation can confound radiological assessments, and the preferred non-invasive test in autoimmune hepatitis is uncertain. Individualised treatment adjustments and adjunctive anti-fibrotic therapies are poised for study in this disease. CONCLUSIONS The prevention and reversal of hepatic fibrosis are achievable objectives in autoimmune hepatitis. Strategies that evaluate individualised therapies adjusted to the rapidity and completeness of the inflammatory response, and the use of adjunctive anti-fibrotic interventions, must be evaluated.
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Affiliation(s)
- A J Czaja
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, MN, USA
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Mena Á, Pedreira JD, Castro Á, López S, Vázquez P, Poveda E. Metabolic syndrome association with fibrosis development in chronic hepatitis B virus inactive carriers. J Gastroenterol Hepatol 2014; 29:173-8. [PMID: 24219115 DOI: 10.1111/jgh.12432] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/16/2013] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND AIM There are few data of fibrosis development in chronic hepatitis B (CHB) patients classified as inactive carriers. The aim of this study is to determinate the prevalence of significant fibrosis and probable cirrhosis measured by FibroScan in real inactive CHB carriers and investigate the relationship with virological, epidemiological, and metabolic factors. METHODS Cross-sectional cohort study including CHB inactive carriers. Liver stiffness measurement was performed with transient elastography (FibroScan). Significant fibrosis (≥ F2) was defined as stiffness > 7.5 kPa, and probable cirrhosis as > 11.8 kPa. Factors associated with significant fibrosis were explored with univariate and multivariate adjusted logistic regression analyses. RESULTS Ninety-six CHB inactive carriers were analyzed. Of them, 24 (25%) had significant fibrosis and 7 (7%) probable cirrhosis; mean stiffness was 6.2 ± 2.3 kPa. Of them, 24% had metabolic syndrome, with higher FibroScan value than those without (8.4 kPa vs 5.5 kPa, P < 0.001). Factors associated with significant fibrosis were (odds ratio, 95% confidence interval, P value): central obesity (7.1, 1.8-27.9, 0.005), elevated fasting glucose (4.3, 1.3-27.9, 0.036), reduced high-density lipoprotein cholesterol (5.2, 1.2-23.6, 0.032) and elevated triglycerides (6.2, 1.4-28.3, 0.019). Factors as age, sex, transaminases, hepatitis B virus DNA or genotype were not related with liver fibrosis. The presence of metabolic syndrome has a 69% of positive predictive value and 89% of negative predictive value for significant fibrosis. CONCLUSION Different components of metabolic syndrome are associated with fibrosis development in CHB inactive carriers. In the absence of metabolic syndrome, significant fibrosis is uncommon in this population.
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Affiliation(s)
- Álvaro Mena
- Grupo de Virología Clínica, Instituto de Investigación Biomédica (INIBIC), Complejo Hospitalario Universitario de A Coruña (CHUAC), Sergas, La Coruña, Spain
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Gabr SA, Alghadir AH. Prediction of fibrosis in hepatitis C patients: assessment using hydroxyproline and oxidative stress biomarkers. Virusdisease 2013; 25:91-100. [PMID: 24426315 DOI: 10.1007/s13337-013-0182-8] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2013] [Accepted: 11/11/2013] [Indexed: 12/27/2022] Open
Abstract
This study aims to evaluate the diagnostic accuracy of aspartate aminotransferase (AST), alanine aminotransferase (ALT), hydroxyproline (Hyp), malondialdhyde (MDA), superoxide dismutase (SOD), and total antioxidant status (TAS) biomarkers in comparison with Metavir scoring for assessing the severity of hepatic fibrosis in the HCV patients. The histological activity index (HAI) was evaluated in liver biopsy by Metavir scoring system in 150 patients with HCV. HCV initial screening, further genotyping and biochemical data analysis were performed in serum using ELISA and biochemical assays. Out of the 150 HCV patients in this study, the most prevalent HCV genotype was genotype 4 (97 %). The significant fibrosis was estimated in 83.3 % of patients using the Metavir scoring system. They classified into 40 % of patients with mild fibrosis (F0-F1); 60 % with significant fibrosis (F2-4) and 20 % had cirrhosis (F4). Patients with cirrhosis (F4) showed significant correlation (P < 0.001) with increase in ALT, AST, AST/ALT, Hyp, Hyp/platelet count ratio, APRI, MDA, older age, and decrease (P < 0.001) in SOD, TAS, and platelet count compared to other stages of liver fibrosis. In our population, using optimized cut-off values of AST/ALT, APRI, Hyp, MDA, SOD, and TAS, significant fibrosis could be predicted accurately with a range of (80-90 %), and cirrhosis with a range of (67-97 %) of HCV patients. Our study showed that, oxidative stress and Hyp markers could be useful as noninvasive diagnostic markers in the assessment of hepatic fibrosis.
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Affiliation(s)
- Sami A Gabr
- Department of Anatomy, Faculty of Medicine, Mansoura University, Mansoura, Egypt ; Department of Rehabilitation Science, College of Applied Medical Sciences, King Saud University, Riyadh, KSA
| | - Ahmad H Alghadir
- Department of Rehabilitation Science, College of Applied Medical Sciences, King Saud University, Riyadh, KSA
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Celikbilek M, Dogan S, Gursoy S, Zararsız G, Yurci A, Ozbakır O, Guven K, Yucesoy M. Noninvasive assessment of liver damage in chronic hepatitis B. World J Hepatol 2013; 5:439-444. [PMID: 24023983 PMCID: PMC3767843 DOI: 10.4254/wjh.v5.i8.439] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2013] [Revised: 05/10/2013] [Accepted: 07/19/2013] [Indexed: 02/06/2023] Open
Abstract
AIM: To evaluate the efficacy of the aspartate aminotransferase/platelet ratio index (APRI) and neutrophil-lymphocyte (N/L) ratio to predict liver damage in chronic hepatitis B (CHB).
METHODS: We analyzed 89 patients diagnosed with CHB by percutaneous liver biopsy and 43 healthy subjects. Liver biopsy materials were stained with hematoxylin-eosin and Masson’s trichrome. Patients’ fibrosis scores and histological activity index (HAI) were calculated according to the Ishak scoring system. Fibrosis score was recognized as follows: F0-1 No /early-stage fibrosis, F2-6 significant fibrosis, F0-4 non-cirrhotic and F5-6 cirrhotic. Significant liver fibrosis was defined as an Ishak score of ≥ 2. APRI and N/L ratio calculation was made by blood test results.
RESULTS: The hepatitis B and control group showed no difference in N/L ratios while there was a significant difference in terms of APRI scores (P < 0.001). Multiple logistic regression analysis revealed that the only independent predictive factor for liver fibrosis in CHB was platelet count. APRI score was significantly higher in cirrhotic patients than in non-cirrhotic patients. However, this significance was not confirmed by multiple logistic regression analysis. The optimum APRI score cut-off point to identify patients with cirrhosis was 1.01 with sensitivity, specificity, positive predictive value and negative predictive value of 62% (36%-86%), 74% (62%-83%), 29% (13%-49%) and 92% (82%-97%), respectively. In addition, correlation analyses revealed that N/L ratio has a negative and significant relationship with HAI (r = -0.218, P = 0.041).
CONCLUSION: N/L ratio was negatively correlated with HAI. APRI score may be useful to exclude cirrhosis in CHB patients.
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Role of genotype G hepatitis B virus mixed infection on the progression of hepatic fibrosis in HIV positive patients over 5 years of follow-up. J Clin Virol 2013; 58:408-14. [PMID: 23958588 DOI: 10.1016/j.jcv.2013.07.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2013] [Revised: 07/08/2013] [Accepted: 07/26/2013] [Indexed: 12/19/2022]
Abstract
BACKGROUND Due to common routes of transmission, HIV and HBV are frequently found as concomitant infections. The dynamic of liver disease in co-infected patients is important to understand for appropriate clinical management. Conflicting data surround the role played by genotype-G HBV (HBV-G) during the course of HIV co-infection. OBJECTIVES This study aims to assess, using non-invasive methods, liver disease progression in HIV-HBV genotype-G co-infected patients. STUDY DESIGN Co-infected patients with residual HBV replication (n=125) were screened for HBV-G infection by specific real-time PCR. The impact of HBV-G on liver fibrosis progression, as assessed by a non invasive biomarker (Fibrotest), was evaluated first, by a cross sectional analysis comparing fibrosis between HBV-G (n=23) and non-G (n=55) infected patients and second, by a longitudinal study performed over a 5 year period. RESULTS Selected patients were mostly male (90%), with homogenous characteristics between the HBV-G and non-G infected groups, in terms of age, known duration of HIV disease, immune and virological status and duration of HIV/HBV treatment. HBV-G infected patients were exclusively from Western Europe with homosexual intercourses (83%) as principal risk of transmission. Cross sectional analysis revealed comparable liver disease severity distribution between HBV-G and non-G infected patients. Co-infection with other hepatitis viruses and low CD4-nadir, but not HBV-G co-infection, were associated with a 5-year risk of fibrosis progression. CONCLUSIONS This study suggests that HBV-G infection is not significantly associated with a more severe liver disease and does not have a deleterious impact on fibrosis progression in efficiently treated HIV-HBV co-infected patients.
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Kumar M, Rastogi A, Singh T, Behari C, Gupta E, Garg H, Kumar R, Bhatia V, Sarin SK. Controlled attenuation parameter for non-invasive assessment of hepatic steatosis: does etiology affect performance? J Gastroenterol Hepatol 2013; 28:1194-1201. [PMID: 23425053 DOI: 10.1111/jgh.12134] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/23/2013] [Indexed: 02/06/2023]
Abstract
BACKGROUND Hepatic steatosis is an important parameter to assess in chronic liver disease patients. The controlled attenuation parameter (CAP) assesses liver steatosis using transient elastography. AIM To determine the accuracy of CAP for evaluation of hepatic steatosis in chronic hepatitis B virus (CHBV)-infected, chronic hepatitis C virus (CHCV)-infected, and non-alcoholic fatty liver disease (NAFLD) patients and to determine the influence of etiology on the diagnostic accuracy of CAP. METHODS One hundred forty-six CHBV patients, 108 CHCV-infected patients and 63 patients with NAFLD, who underwent both liver biopsy and successful CAP measurements within the study period, were assessed. Area under the receiver operating characteristics was used to evaluate performance of CAP for diagnosing steatosis compared with biopsy. RESULTS Multivariate analysis found that CAP correlated with body mass index (odds ratio, 95% confidence interval = 4.09 [1.2-6.8] for CHBV; 4.7 [1.1-8.4] for CHCV, and 16.2 [9.1-24.5] for NAFLD patients respectively) and hepatic steatosis score on biopsy (odds ratio, 95% confidence interval = 30.7 [19.2-42.2] for CHBV; 24.2 [11.5-37.3] for CHCV, and 21.8 [10.1-45.0] for NAFLD patients respectively). Area under the receiver operating characteristics for CAP was 0.683 (0.601-0.757) for steatosis (S) ≥ 6%, 0.793 (0.718-0.856) for S > 33%, and 0.841 (0.771-0.896) for S > 66% respectively for CHBV-infected patients. There was no difference in accuracy of CAP for assessing liver fat among CHBV, CHCV, and NAFLD patients. CONCLUSIONS CAP is a novel, non-invasive tool that can detect and quantify steatosis accurately among CHBV, CHCV, and NAFLD patients, the accuracy being similar for all the three groups of patients.
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Affiliation(s)
- Manoj Kumar
- Department of Hepatology, Institute of Liver and Biliary Sciences, New Delhi, India
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Marcellin P, Asselah T. Long-term therapy for chronic hepatitis B: hepatitis B virus DNA suppression leading to cirrhosis reversal. J Gastroenterol Hepatol 2013; 28:912-23. [PMID: 23573915 DOI: 10.1111/jgh.12213] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/26/2013] [Indexed: 02/06/2023]
Abstract
Since the licensing of the first treatment for chronic hepatitis B in the nucleoside/tide analog class almost 15 years ago, considerable progress has been made in improving drug efficacy and safety with highly potent nucleoside/tide analogs exhibiting a high barrier to resistance. Physicians are now able to treat patients safely for many years and to be able to see convincing improvements in histology, including regression of fibrosis and even reversal of cirrhosis. The robust data that have been generated help us build confidence that we can now offer patients with chronic hepatitis B long-term, disease-modifying therapy that can alter the natural course of disease and help prevent the morbidity and mortality associated with it.
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Affiliation(s)
- Patrick Marcellin
- Service d'Hépatologie, Hôpital Beaujon, University of Paris, Clichy, France.
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Hsu CW, Liang KH, Huang SF, Tsao KC, Yeh CT. Development of a non-invasive fibrosis test for chronic hepatitis B patients and comparison with other unpatented scores. BMC Res Notes 2013; 6:212. [PMID: 23706143 PMCID: PMC3671955 DOI: 10.1186/1756-0500-6-212] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2012] [Accepted: 05/23/2013] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Despite the availability of patented non-invasive methods, evaluation of the degrees of liver fibrosis remains difficult when conducting a retrospective study. Such inadequacy is largely caused by requirement of biochemical parameters rarely performed in routine clinical tests. We developed a novel fibrosis HB-F score using commonly performed tests for HBV infected patients. METHODS 424 patients with chronic HBV infection were included. Using clinical and virological data, HB-F score was developed from a training cohort (n = 213) and validated in a separate cohort (n = 211). The performance was compared with five other unpatented scores using ROC curves. RESULTS Univariate and multivariate analysis revealed that age, AST/ALT ratio, platelet count and prothrombin time prolongation were significantly associated with the ISHAK fibrosis score, and were used to calculate the HB-F score. When HB-F was used to assess prominent fibrosis and cirrhosis, the AUC was 0.81 and 0.80 respectively in the training cohort, and 0.80 and 0.76 respectively in the validation cohort. HB-F had the highest AUC compared with other scores. Furthermore, in assessing paired liver biopsies with increase or decrease of ISHAK scores, HB-F showed significant change in the same direction. CONCLUSIONS A new non-invasive score was developed, which could be used to assess severity of liver fibrosis in retrospective longitudinal studies in HBV patients.
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Affiliation(s)
- Chao-Wei Hsu
- Liver Research Center, Chang Gung Memorial Hospital, 199, Tung Hwa North Road, Taipei, Taiwan
| | - Kung-Hao Liang
- Liver Research Center, Chang Gung Memorial Hospital, 199, Tung Hwa North Road, Taipei, Taiwan
| | - Shiu-Feng Huang
- Department of Pathology, Chang-Gung Memorial Hospital, Taoyuan, Taiwan
| | - Kuo-Chien Tsao
- Department of Medical Biotechnology and Laboratory Science, Research Center for Emerging Viral Infections, Chang Gung University, Taoyuan, Taiwan
- Departments of Laboratory Medicine, Chang Gung Memorial Hospital, Taoyuan, Taiwan
| | - Chau-Ting Yeh
- Liver Research Center, Chang Gung Memorial Hospital, 199, Tung Hwa North Road, Taipei, Taiwan
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Abstract
In patients with chronic hepatitis B (CHB), liver fibrosis assessment is essential not only for determining prognosis but also for identifying patients who should receive treatment. Liver biopsy is limited by its invasiveness and sampling error. To explore effective non-invasive methods for liver fibrosis assessment, we reviewed international literature published over the past decade that focused on patients with CHB. Biomarker panels such as API, FIB-4, Forns Index, HepaScore, FibroMeter, FibroTest, Zeng Index and Hui Index detect advanced fibrosis and cirrhosis with fairly satisfactory accuracy with area under the receiver-operating characteristics curve higher than 0.85. However, most panels and the suggested cutoffs have not been independently validated. Transient elastography is accurate in detecting advanced fibrosis and cirrhosis, and the relative cutoffs have been defined. False-positive results may, however, occur in cases of active necroinflammation and cholestasis. Other promising imaging methods such as acoustic radiation force impulse and magnetic resonance elastography still require further validating studies. We conclude that transient elastography, FibroTest and API are the most widely validated. Transient elastography has been validated as the most useful non-invasive method for liver fibrosis assessment. To improve non-invasive performance of detecting liver fibrosis, a combined application of transient elastography and biomarkers may be the preferred course of action.
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Affiliation(s)
- Yong-Peng Chen
- Department of Infectious Disease, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| | - Jie Peng
- Department of Infectious Disease, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
| | - Jin-Lin Hou
- Department of Infectious Disease, Nanfang Hospital, Southern Medical University, Guangzhou, 510515, China.
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de Lédinghen V, Vergniol J, Barthe C, Foucher J, Chermak F, Le Bail B, Merrouche W, Bernard PH. Non-invasive tests for fibrosis and liver stiffness predict 5-year survival of patients chronically infected with hepatitis B virus. Aliment Pharmacol Ther 2013; 37:979-88. [PMID: 23557139 DOI: 10.1111/apt.12307] [Citation(s) in RCA: 88] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Revised: 01/03/2013] [Accepted: 03/19/2013] [Indexed: 12/12/2022]
Abstract
BACKGROUND Liver stiffness and non-invasive tests predict overall survival in chronic hepatitis C. However, in patients chronically infected with hepatitis B virus (HBV), only the association between liver stiffness and the risk of hepatocellular carcinoma has been published. AIM To evaluate the 5-year prognostic value of liver stiffness, non-invasive tests of liver fibrosis, and liver biopsy, to predict overall survival in chronic hepatitis B. METHODS In a consecutive cohort, we prospectively assessed fibrosis, with liver stiffness, FibroTest, APRI, FIB-4 and liver biopsy (if indicated). We examined death and liver transplantation during a 5-year follow-up, and factors associated with overall survival. RESULTS A total of 600 patients (men 64%, mean age 42 years, inactive carriers 36%) with chronic hepatitis B were included. At 5 years, 25 patients were dead (13 liver-related deaths) and four patients had liver transplantation. Overall survival was 94.1% and survival without liver-related death 96.3%. No liver-related death was observed in inactive carriers. Survival was significantly decreased in patients diagnosed with severe fibrosis, whatever the non-invasive method used (P < 0.0001), or liver biopsy (P = 0.02). Patients' prognosis decreased as liver stiffness and FibroTest increased. In multivariate analysis, FibroTest and liver stiffness had the highest hazard ratio with survival. The association persisted after adjustment on age, necro-inflammatory histological activity presumed by ActiTest and treatment. CONCLUSIONS Liver stiffness measurement or FibroTest can predict survival in chronic HBV infection. Thus, these tools may help physicians to early assess prognosis and discuss specific treatments, such as liver transplantation.
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Affiliation(s)
- V de Lédinghen
- Centre d'Investigation de la Fibrose hépatique, Hôpital Haut-Lévêque, CHU Bordeaux, Pessac, France.
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Poynard T, Munteanu M, Deckmyn O, Ngo Y, Drane F, Castille JM, Housset C, Ratziu V, Imbert-Bismut F. Validation of liver fibrosis biomarker (FibroTest) for assessing liver fibrosis progression: proof of concept and first application in a large population. J Hepatol 2012; 57:541-8. [PMID: 22612998 DOI: 10.1016/j.jhep.2012.04.025] [Citation(s) in RCA: 55] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2012] [Revised: 04/05/2012] [Accepted: 04/14/2012] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS Time-dependent statistics have been used to assess liver fibrosis progression (LFP) in liver diseases from birth to first biopsy, in a limited number of patients. Non-invasive biomarkers such as FibroTest (FT) should allow the estimation of LFP on larger populations. We aimed at validating this concept by comparing LFP using FT vs. biopsy (P1) and then at applying the non-invasive method to a large population (P2). METHODS In P1, LFP was assessed using biopsy and FT in 2472 untreated patients: 770 with chronic hepatitis C, 723 with hepatitis B, 761 with non-alcoholic fatty liver disease (NAFLD), and 218 with alcoholic fatty liver disease (ALD). In P2, 342,346 interpretable FT prospectively measured were used. LFP was estimated using transition rates (cumulative hazard rate) to cirrhosis (F4) or to minimal fibrosis (>F0). RESULTS In P1, there was a significant concordance between FT and biopsy estimates of hazards with intraclass correlation (ICC)=0.961 (95% CI 0.948-0.970) and 0.899 (95% CI 0.135-0.969) for F4 and >F0, respectively. This concordance persisted according to the disease and the gender. The more rapid LFP to F4 (biopsy/FT) was observed for men with ALD (1.44/1.62), and the slower for women with NAFLD (0.09/0.02). In P2, the LFP started to increase for men at the age of 30 years. The cumulative fibrosis progression rate to minimal fibrosis in women crossed the "man curve" around the age of 80 years. The following factors were associated with LFP to F4 (all p<0.0001): male gender (Relative Risk=3.29), HIV co-infection (2.33), and residency in Middle East (2.67) or Eastern Europe (2.15). CONCLUSIONS Validated biomarkers such as FibroTest should allow powerful analysis of fibrosis progression in chronic liver diseases and better identification of risk factors.
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Poynard T, Lenaour G, Vaillant JC, Capron F, Munteanu M, Eyraud D, Ngo Y, M'Kada H, Ratziu V, Hannoun L, Charlotte F. Liver biopsy analysis has a low level of performance for diagnosis of intermediate stages of fibrosis. Clin Gastroenterol Hepatol 2012; 10:657-63.e7. [PMID: 22343514 DOI: 10.1016/j.cgh.2012.01.023] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2011] [Revised: 01/18/2012] [Accepted: 01/24/2012] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS There is controversy about the performance of noninvasive tests such as FibroTest in diagnosing intermediate stages of fibrosis. We investigated whether this controversy results from limitations of biopsy analysis for intermediate-stage fibrosis and inappropriate determination of the standard area under the receiver-operator characteristic curve (AUROC). METHODS To determine whether biopsy has a lower diagnostic performance for fibrosis stage F2 (few septa) vs F1 (fibrosis without septa), compared with its performance for F1 vs F0 or F4 vs F3, we determined the fibrotic areas of large surgical samples collected from 20 consecutive patients with chronic liver disease or normal liver tissue that surrounded tumors. We analyzed digitized images of 27,869 virtual biopsies of increasing length and also analyzed data from 6500 patients with interpretable FibroTest results who also underwent biopsy analysis. RESULTS The overall performance of biopsy analysis (by Obuchowski measure) increased with biopsy length from 0.885 for 5-mm to 0.912 for 30-mm samples (P < .0001). The performance of biopsy was lower for the diagnosis of F2 vs F1 samples (weighted AUROC [wAUROC] = 0.505) than for F1 vs F0 (wAUROC = 0.773; 53% difference; P < .0001) or F4 vs F3 (wAUROC = 0.700; 39% difference; P < .0001), even when 30-mm biopsy samples were used. The performance of FibroTest was also lower for the diagnosis of F2 vs F1 samples (wAUROC = 0.512) than for F1 vs F0 samples (wAUROC = 0.626; 22% difference; P < .0001) or F4 vs F3 (wAUROC = 0.628; 23% difference; P < .0001). However, the FibroTest had smaller percentage differences among wAUROC values than biopsy. CONCLUSIONS Biopsy has a low level of diagnostic performance for fibrosis stages F2 and F1. The recommendation for biopsy analysis, instead of a validated biomarker panel such as FibroTest, for the diagnosis of intermediate stages of fibrosis is therefore misleading.
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Affiliation(s)
- Thierry Poynard
- Assistance Publique Hôpitaux de Paris, Université Pierre et Marie Curie Liver Center, Paris, France.
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Poynard T, Ngo Y, Perazzo H, Munteanu M, Lebray P, Moussalli J, Thabut D, Benhamou Y, Ratziu V. Prognostic value of liver fibrosis biomarkers: a meta-analysis. Gastroenterol Hepatol (N Y) 2011; 7:445-54. [PMID: 22298979 PMCID: PMC3264893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
AIMS AND METHODS Several serum biomarkers such as FibroTest, aspartate transaminase-platelet ratio index (APRI), FIB-4, and liver stiffness measurement by FibroScan have been validated as alternatives to biopsy for the diagnosis of fibrosis in patients with chronic liver disease. This paper aims to assess the 5-year prognostic values of these biomarkers. A meta-analysis combined all published prognostic studies. Baseline biopsy and APRI data were used as references. RESULTS Only 3 biomarkers had several prognostic validations: FibroTest (4 studies; 2,396 patients), APRI (5 studies; 2,422 patients), and FIB-4 (3 studies; 1,184 patients). For the prediction of survival without liver-related death, the areas under the receiver operating characteristic curves (AUROCs) were 0.86 for biopsy (95% confidence interval [CI], 0.77-0.95), 0.88 for FibroTest (95% CI, 0.79-0.98), 0.73 for FIB-4 (95% CI, 0.62-0.85), and 0.66 for APRI (95% CI, 0.57-0.75). APRI had a significantly lower prognostic value versus biopsy, with a mean difference between AUROCs of -0.21 (95% CI, -0.33 to -0.10; P<.001); FIB-4 had a significantly lower prognostic value versus biopsy, with a mean difference between AUROCs of -0.21 (95% CI, -0.20 to -0.02; P=.02). Only FibroTest did not show a significant difference in prognostic value versus biopsy, with a mean difference in AUROCs of +0.02 (95% CI, -0.05 to +0.09; P=.85). CONCLUSION FibroTest is a validated biomarker for the prognosis of patients with chronic liver disease.
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Affiliation(s)
- Thierry Poynard
- Drs. Poynard, Perazzo, Lebray, Moussalli, Thabut, Benhamou, and Ratziu are affiliated with the Department of Hepato-Gastroenterology at the APHP UPMC Liver Center in Paris, France. Drs. Ngo and Munteanu are affiliated with Biopredictive in Paris, France
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