51
|
Liu S, Schwarzinger M, Carrat F, Goldhaber-Fiebert JD. Cost effectiveness of fibrosis assessment prior to treatment for chronic hepatitis C patients. PLoS One 2011; 6:e26783. [PMID: 22164204 PMCID: PMC3229483 DOI: 10.1371/journal.pone.0026783] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2011] [Accepted: 10/04/2011] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND AND AIMS Chronic hepatitis C (HCV) is a liver disease affecting over 3 million Americans. Liver biopsy is the gold standard for assessing liver fibrosis and is used as a benchmark for initiating treatment, though it is expensive and carries risks of complications. FibroTest is a non-invasive biomarker assay for fibrosis, proposed as a screening alternative to biopsy. METHODS We assessed the cost-effectiveness of FibroTest and liver biopsy used alone or sequentially for six strategies followed by treatment of eligible U.S. patients: FibroTest only; FibroTest with liver biopsy for ambiguous results; FibroTest followed by biopsy to rule in; or to rule out significant fibrosis; biopsy only (recommended practice); and treatment without screening. We developed a Markov model of chronic HCV that tracks fibrosis progression. Outcomes were expressed as expected lifetime costs (2009 USD), quality-adjusted life-years (QALYs), and incremental cost-effectiveness ratios (ICER). RESULTS Treatment of chronic HCV without fibrosis screening is preferred for both men and women. For genotype 1 patients treated with pegylated interferon and ribavirin, the ICERs are $5,400/QALY (men) and $6,300/QALY (women) compared to FibroTest only; the ICERs increase to $27,200/QALY (men) and $30,000/QALY (women) with the addition of telaprevir. For genotypes 2 and 3, treatment is more effective and less costly than all alternatives. In clinical settings where testing is required prior to treatment, FibroTest only is more effective and less costly than liver biopsy. These results are robust to multi-way and probabilistic sensitivity analyses. CONCLUSIONS Early treatment of chronic HCV is superior to the other fibrosis screening strategies. In clinical settings where testing is required, FibroTest screening is a cost-effective alternative to liver biopsy.
Collapse
Affiliation(s)
- Shan Liu
- Department of Management Science and Engineering, Stanford University, Stanford, California, United States of America.
| | | | | | | |
Collapse
|
52
|
Arain SA, Jamal Q, Omair A. "Liverscore" is predictive of both liver fibrosis and activity in chronic hepatitis C. World J Gastroenterol 2011; 17:4607-13. [PMID: 22147967 PMCID: PMC3225097 DOI: 10.3748/wjg.v17.i41.4607] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2011] [Revised: 04/03/2011] [Accepted: 04/10/2011] [Indexed: 02/06/2023] Open
Abstract
AIM: To formulate a noninvasive index predictive of severity of liver fibrosis and activity in chronic hepatitis C.
METHODS: This cross sectional study was conducted on polymerase chain reaction positive, treatment naïve patients. Fibrosis was staged on a five point scale from F0-F4 and activity was graded on a four point scale from A0-A3, according to the METAVIR system. Patients were divided into two overall severity groups, minimal disease (< F2 and < A2) and significant disease (≥ F2 or ≥ A2). Eleven markers were measured in blood. Statistically, the primary outcome variable was identification of minimal and significant overall disease. Indices were formulated using β regression values of different combinations of nine statistically significant factors. Diagnostic performance of these indices was assessed through receiver-operating characteristic curve analysis.
RESULTS: A total of 98 patients were included and of these 46 had an overall clinically significant disease. Our final six marker index, Liverscore for Hepatitis C, consisted of age, alanine transaminase, gamma-glutamyl transpeptidase, apolipoprotein A-1, alpha-2 macroglobulin and hyaluronic acid. The area under the curve was found to be 0.813. On a 0-1 scale, negative predictive value at a cutoff level of ≤ 0.40 was 83%, while positive predictive value at ≥ 0.80 remained 89%. Altogether, 61% of the patients had these discriminative scores.
CONCLUSION: This index is discriminative of minimal and significant overall liver disease in a majority of chronic hepatitis C patients and can help in clinical decision making.
Collapse
|
53
|
Yang L, Rudser KD, Higgins L, Rosen HR, Zaman A, Corless CL, David L, Gourley GR. Novel biomarker candidates to predict hepatic fibrosis in hepatitis C identified by serum proteomics. Dig Dis Sci 2011; 56:3305-15. [PMID: 21590334 PMCID: PMC3181275 DOI: 10.1007/s10620-011-1745-4] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/08/2010] [Accepted: 05/03/2011] [Indexed: 12/17/2022]
Abstract
BACKGROUND Liver biopsy remains the gold standard to assess hepatic fibrosis. It is desirable to predict hepatic fibrosis without the need for invasive liver biopsy. Proteomic techniques allow unbiased assessment of proteins and might be useful to identify proteins related to hepatic fibrosis. AIMS We utilized two different proteomic methods to identify serum proteins as candidate biomarkers to predict hepatic fibrosis stage in patients with chronic hepatitis C virus (HCV) infection. METHODS Serum was obtained from 24 people with chronic HCV at time of liver biopsy and from 6 normals. Liver biopsy fibrosis was staged 1-4 (Batts-Ludwig). Pooled serum samples (six in each of four fibrosis groups and controls) were analyzed with 4- and 8-plex isobaric tags for relative and absolute quantitation (iTRAQ), determining protein identification (ID) and ratios of relative protein abundance. Nonpooled samples were analyzed with two-dimensional (2-D) gels and difference in gel electrophoresis (DIGE) comparing different samples on the same gel and across gels. Spots varying among groups were measured with densitometry, excised, digested, and submitted for tandem mass spectrometry (MS/MS) protein ID. RESULTS iTRAQ identified 305 proteins (minimum 99% ID confidence); 66 were increased or decreased compared with controls. Some proteins were increased or decreased for specific fibrosis scores. From 704 DIGE protein spots, 66 were chosen, 41 excised, and 135 proteins identified, since one gel spot often identified more than one protein. CONCLUSIONS Both proteomic methods identified two proteins as biomarker candidates for predicting hepatic fibrosis: complement C4-A and inter-alpha-trypsin inhibitor heavy chain H4.
Collapse
Affiliation(s)
- Libang Yang
- Department of Pediatrics, University of Minnesota, 420 Delaware St. SE, MMC 185, Minneapolis, MN 55455, USA;
| | - Kyle D. Rudser
- Department of Biostatistics, University of Minnesota, Minneapolis, MN, USA,
| | - LeeAnn Higgins
- Departments of Biochemistry, Molecular Biology and Biophysics, University of Minnesota, Minneapolis, MN, USA,
| | - Hugo R. Rosen
- Department of Medicine, University of Colorado, Denver, CO, USA,
| | - Atif Zaman
- Department of Medicine, OHSU, Portland, OR, USA,
| | | | - Larry David
- Department of Biochemistry and Molecular Biology, OHSU, Portland, OR, USA,
| | - Glenn R. Gourley
- Department of Pediatrics, University of Minnesota, 420 Delaware St. SE, MMC 185, Minneapolis, MN 55455, USA
| |
Collapse
|
54
|
Shah AG, Smith PG, Sterling RK. Comparison of FIB-4 and APRI in HIV-HCV coinfected patients with normal and elevated ALT. Dig Dis Sci 2011; 56:3038-44. [PMID: 21526398 DOI: 10.1007/s10620-011-1710-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2011] [Accepted: 04/05/2011] [Indexed: 01/06/2023]
Abstract
BACKGROUND AND AIMS Liver biopsy is standard for assessment of disease severity in patients with chronic HCV. However, associated risks have led to the development of simple non-invasive models. However, their utility in those with normal ALT is unknown. METHODS FIB-4 and APRI were calculated for patients with HIV-HCV coinfection undergoing biopsy. The performance of each model and AUROC for predicting significant fibrosis (Ishak 4-6) were determined for the entire cohort and stratified by elevated (≥60 U/l in men and ≥40 U/l in women) and normal ALT. RESULTS Two-hundred and ninety-five liver biopsies from 237 patients were included. Elevated ALT was observed in 55, and 15% had significant fibrosis. The AUROC curve for patients with elevated ALT was 0.8 for FIB-4 and 0.76 for APRI, compared with 0.90 for the FIB-4 and 0.85-0.95 for the APRI in those with normal ALT. The sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of FIB-4 were 1.0, 0.91, 0.50, and 1.0 for patients with normal ALT; the values were 0.67, 0.99, 0.67, and 0.99 for APRI. CONCLUSIONS Both FIB-4 and APRI are useful for highly accurate identification of those without advanced fibrosis. However, because they have poor positive predictive value, liver biopsy will continue to be used for assessment of patients with coinfection.
Collapse
Affiliation(s)
- Amy G Shah
- Divisions of Gastroenterology, Hepatology and Nutrition Infectious Diseases, Virginia Commonwealth University Health System, Richmond, VA, USA
| | | | | |
Collapse
|
55
|
Lim AKP, Patel N, Eckersley RJ, Fitzpatrick J, Crossey MME, Hamilton G, Goldin RD, Thomas HC, Vennart W, Cosgrove DO, Taylor-Robinson SD. A comparison of 31P magnetic resonance spectroscopy and microbubble-enhanced ultrasound for characterizing hepatitis c-related liver disease. J Viral Hepat 2011; 18:e530-4. [PMID: 21914073 DOI: 10.1111/j.1365-2893.2011.01455.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
We compared in vivo hepatic (31) P magnetic resonance spectroscopy ((31) P MRS) and hepatic vein transit times (HVTT) using contrast-enhanced ultrasound with a microbubble agent to assess the severity of hepatitis C virus (HCV)-related liver disease. Forty-six patients with biopsy-proven HCV-related liver disease and nine healthy volunteers had (31) P MRS and HVTT performed on the same day. (31) P MR spectra were obtained at 1.5 T. Peak areas were calculated for metabolites, including phosphomonoesters (PME) and phosphodiesters (PDE). Patients also had the microbubble ultrasound contrast agent, Levovist (2 g), injected into an antecubital vein, and time-intensity Doppler ultrasound signals of the right and middle hepatic veins were measured. The HVTT was calculated as the time from injection to a sustained rise in Doppler signal 10% greater than baseline. The shortest times were used for analysis. Based on Ishak histological scoring, there were 15 patients with mild hepatitis, 20 with moderate/severe hepatitis and 11 with cirrhosis. With increasing severity of disease, the PME/PDE ratio was steadily elevated, while the HVTT showed a monotonic decrease. Both imaging modalities could separate patients with cirrhosis from the mild and moderate/severe hepatitis groups. No statistical difference was observed in the accuracy of each test to denote mild, moderate/severe hepatitis and cirrhosis (Fisher's exact test P =1.00). (31) P MRS and HVTT show much promise as noninvasive imaging tests for assessing the severity of chronic liver disease. Both are equally effective and highly sensitive in detecting cirrhosis.
Collapse
Affiliation(s)
- A K P Lim
- Imaging Sciences Department, Institute of Clinical Sciences Centre, Faculty of Medicine, London, UK.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
56
|
Sporea I, Şirli R, Popescu A, Bota S, Badea R, Lupşor M, Focşa M, Dănilă M. Is it better to use two elastographic methods for liver fibrosis assessment? World J Gastroenterol 2011; 17:3824-3829. [PMID: 21987625 PMCID: PMC3181444 DOI: 10.3748/wjg.v17.i33.3824] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2010] [Revised: 03/25/2011] [Accepted: 04/01/2011] [Indexed: 02/06/2023] Open
Abstract
AIM To find out if by combining 2 ultrasound based elastographic methods: acoustic radiation force impulse (ARFI) elastography and transient elastography (TE), we can improve the prediction of fibrosis in patients with chronic hepatitis C. METHODS Our study included 197 patients with chronic hepatitis C. In each patient, we performed, in the same session, liver stiffness (LS) measurements by means of TE and ARFI, respectively, and liver biopsy (LB), assessed according to the Metavir score. 10 LS measurements were performed both by TE and ARFI; median values were calculated and expressed in kilopascals (kPa) and meters/second (m/s), respectively. Only TE and ARFI measurements with IQR < 30% and SR ≥ 60% were considered reliable. RESULTS On LB 13 (6.6%) patients had F0, 32 (16.2%) had F1, 52 (26.4%) had F2, 47 (23.9%) had F3, and 53 (26.9%) had F4. A direct, strong correlation was found between TE measurements and fibrosis (r = 0.741), between ARFI and fibrosis (r = 0.730) and also between TE and ARFI (r = 0.675). For predicting significant fibrosis (F ≥ 2), for a cut-off of 6.7 kPa, TE had 77.5% sensitivity (Se) and 86.5% specificity (Sp) [area under the receiver operating characteristic curve (AUROC) 0.87] and for a cut-off of 1.2 m/s, ARFI had 76.9% Se and 86.7% Sp (AUROC 0.84). For predicting cirrhosis (F = 4), for a cut-off of 12.2 kPa, TE had 96.2% Se and 89.6% Sp (AUROC 0.97) and for a cut-off of 1.8 m/s, ARFI had 90.4% Se and 85.6% Sp (AUROC 0.91). When both elastographic methods were taken into consideration, for predicting significant fibrosis (F ≥ 2), (TE ≥ 6.7 kPa and ARFI ≥ 1.2 m/s) we obtained 60.5% Se, 93.3% Sp, 96.8% positive predictive value (PPV), 41.4% negative predictive value (NPV) and 68% accuracy, while for predicting cirrhosis (TE ≥ 12.2 kPa and ARFI ≥ 1.8 m/s) we obtained 84.9% Se, 94.4% Sp, 84.9% PPV, 94.4% NPV and 91.8% accuracy. CONCLUSION TE used in combination with ARFI is highly specific for predicting significant fibrosis; therefore when the two methods are concordant, liver biopsy can be avoided.
Collapse
|
57
|
Grady B, van den Berg C, van der Helm J, Schinkel J, Coutinho R, Krol A, Prins M. No impact of hepatitis C virus infection on mortality among drug users during the first decade after seroconversion. Clin Gastroenterol Hepatol 2011; 9:786-792.e1. [PMID: 21699803 DOI: 10.1016/j.cgh.2011.05.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/28/2010] [Revised: 04/15/2011] [Accepted: 05/03/2011] [Indexed: 02/06/2023]
Abstract
BACKGROUND & AIMS Most studies of progression of chronic hepatitis C virus (cHCV) infection were conducted in hospital settings and were therefore biased for patients with severe disease. We evaluated the long-term outcomes of hepatitis C virus (HCV) infection among injecting drug users, recruited from outside the hospital setting, and examined the effect of cHCV on mortality after seroconversion. METHODS We studied data from 106 seroconverters with a documented or estimated date of HCV seroconversion. Cox proportional hazards analysis was used to determine the effect of HCV persistence, compared with HCV clearance, on survival after HCV seroconversion. The median follow-up time was 14.8 years (interquartile range, 7.8-19.6). RESULTS cHCV infection developed in 71 of the subjects (67%; 95% confidence interval [CI], 57%-76%); 33 subjects died. One HCV-related death was observed 23 years after HCV seroconversion. Most causes of death were non-natural (n = 12) or acquired immune deficiency syndrome-related (n = 8). The effect of cHCV on mortality was nonproportional over time. When survival time was analyzed separately for 0-5 years, >5-10 years, and >10 years after HCV seroconversion, the age-adjusted hazard ratios for cHCV were 0.59 (95% CI, 0.16-2.20), 1.76 (95% CI, 0.36-8.53), and 8.28 (95% CI, 1.10-64.55), respectively, compared with resolved HCV infection. CONCLUSIONS cHCV infection does not affect overall mortality in the first decade after seroconversion, compared with individuals who resolve HCV infection; however, during the second decade after infection, individuals with cHCV have an increased risk for all-cause mortality. Mortality from liver-related causes was low but might have been masked by competing mortality.
Collapse
Affiliation(s)
- Bart Grady
- Department of Research, Cluster of Infectious Diseases, Public Health Service, Amsterdam, The Netherlands.
| | | | | | | | | | | | | |
Collapse
|
58
|
Baranova A, Lal P, Birerdinc A, Younossi ZM. Non-invasive markers for hepatic fibrosis. BMC Gastroenterol 2011; 11:91. [PMID: 21849046 PMCID: PMC3176189 DOI: 10.1186/1471-230x-11-91] [Citation(s) in RCA: 204] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2011] [Accepted: 08/17/2011] [Indexed: 01/18/2023] Open
Abstract
With great advancements in the therapeutic modalities used for the treatment of chronic liver diseases, the accurate assessment of liver fibrosis is a vital need for successful individualized management of disease activity in patients. The lack of accurate, reproducible and easily applied methods for fibrosis assessment has been the major limitation in both the clinical management and for research in liver diseases. However, the problem of the development of biomarkers capable of non-invasive staging of fibrosis in the liver is difficult due to the fact that the process of fibrogenesis is a component of the normal healing response to injury, invasion by pathogens, and many other etiologic factors. Current non-invasive methods range from serum biomarker assays to advanced imaging techniques such as transient elastography and magnetic resonance imaging (MRI). Among non-invasive methods that gain strongest clinical foothold are FibroScan elastometry and serum-based APRI and FibroTest. There are many other tests that are not yet widely validated, but are none the less, promising. The rate of adoption of non-invasive diagnostic tests for liver fibrosis differs from country to country, but remains limited. At the present time, use of non-invasive procedures could be recommended as pre-screening that may allow physicians to narrow down the patients' population before definitive testing of liver fibrosis by biopsy of the liver. This review provides a systematic overview of these techniques, as well as both direct and indirect biomarkers based approaches used to stage fibrosis and covers recent developments in this rapidly advancing area.
Collapse
Affiliation(s)
- Ancha Baranova
- Betty and Guy Beatty Center for Integrated Research, Inova Health System, Falls Church, VA, USA
| | | | | | | |
Collapse
|
59
|
Comparison of noninvasive models of fibrosis in chronic hepatitis B. Hepatol Int 2011; 6:457-67. [DOI: 10.1007/s12072-011-9296-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2011] [Accepted: 06/22/2011] [Indexed: 12/19/2022]
|
60
|
Sparse logistic regression for diagnosis of liver fibrosis in rat by using SCAD-penalized likelihood. J Biomed Biotechnol 2011; 2011:875309. [PMID: 21716672 PMCID: PMC3118301 DOI: 10.1155/2011/875309] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2010] [Revised: 02/03/2011] [Accepted: 03/24/2011] [Indexed: 01/06/2023] Open
Abstract
The objective of the present study is to find out the quantitative relationship between progression of liver fibrosis and the levels of certain serum markers using mathematic model. We provide the sparse logistic regression by using smoothly clipped absolute deviation (SCAD) penalized function to diagnose the liver fibrosis in rats. Not only does it give a sparse solution with high accuracy, it also provides the users with the precise probabilities of classification with the class information. In the simulative case and the experiment case, the proposed method is comparable to the stepwise linear discriminant analysis (SLDA) and the sparse logistic regression with least absolute shrinkage and selection operator (LASSO) penalty, by using receiver operating characteristic (ROC) with bayesian bootstrap estimating area under the curve (AUC) diagnostic sensitivity for selected variable. Results show that the new approach provides a good correlation between the serum marker levels and the liver fibrosis induced by thioacetamide (TAA) in rats. Meanwhile, this approach might also be used in predicting the development of liver cirrhosis.
Collapse
|
61
|
Gangadharan B, Antrobus R, Chittenden D, Rossa J, Bapat M, Klenerman P, Barnes E, Dwek RA, Zitzmann N. New approaches for biomarker discovery: the search for liver fibrosis markers in hepatitis C patients. J Proteome Res 2011; 10:2643-50. [PMID: 21410221 PMCID: PMC3089987 DOI: 10.1021/pr101077c] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2010] [Indexed: 12/12/2022]
Abstract
Despite many shortcomings, liver biopsy is regarded as the gold standard for assessing liver fibrosis. A less invasive and equally or more reliable approach would constitute a major advancement in the field. Proteomics can aid discovery of novel serological markers and these proteins can be measured in patient blood. A major challenge of discovering biomarkers in serum is the presence of highly abundant serum proteins, which restricts the levels of total protein loaded onto gels and limits the detection of low abundance features. To overcome this problem, we used two-dimensional gel electrophoresis (2-DE) over a narrow pH 3-5.6 range since this lies outside the range of highly abundant albumin, transferrin and immunoglobulins. In addition, we used in-solution isoelectric focusing followed by SDS-PAGE to find biomarkers in hepatitis C induced liver cirrhosis. Using the pH 3-5.6 range for 2-DE, we achieved improved representation of low abundance features and enhanced separation. We found in-solution isoelectric focusing to be beneficial for analyzing basic, high molecular weight proteins. Using this method, the beta chains of both complement C3 and C4 were found to decrease in serum from hepatitis C patients with cirrhosis, a change not observed previously by 2-DE. We present two proteomics approaches that can aid in the discovery of clinical biomarkers in various diseases and discuss how these approaches have helped to identify 23 novel biomarkers for hepatic fibrosis.
Collapse
Affiliation(s)
- Bevin Gangadharan
- Oxford Antiviral Drug Discovery Unit, Oxford Glycobiology Institute, Department of Biochemistry, University of Oxford, South Parks Road, Oxford, OX1 3QU, United Kingdom.
| | | | | | | | | | | | | | | | | |
Collapse
|
62
|
Abstract
Fibrosis prediction is an essential part of the assessment and management of patients with chronic liver disease. Blood-based biomarkers offer a number of advantages over the traditional standard of fibrosis assessment of liver biopsy, including safety, cost-savings and wide spread accessibility. Current biomarker algorithms include indirect surrogate measures of fibrosis, including aminotransaminases and platelet count, or direct measures of fibrinogenesis or fibrinolysis such as hyaluronic acid and tissue inhibitor of metalloproteinase-1. A number of algorithms have now been validated across a range of chronic liver disease including chronic viral hepatitis, alcoholic and non-alcoholic fatty liver disease. Furthermore, several models have been demonstrated to be dynamic to changes in fibrosis over time and are predictive of liver-related survival and overall survival to a greater degree than liver biopsy. Current limitations of biomarker models include a significant indeterminate range, and a predictive ability that is limited to only a few stages of fibrosis. Utilization of these biomarker models requires knowledge of patient co-morbidities which may produce false positive or negative results in a small proportion of individuals. Furthermore, knowledge of the underlying prevalence of fibrosis in the patient population is required for interpretation of the positive or negative predictive values of a test result. Novel proteins identified by proteomic technology and genetic polymorphisms from genome association studies offer the possibility for further refinement and individualization of biomarker fibrosis models in the future.
Collapse
Affiliation(s)
- Leon A Adams
- School of Medicine and Pharmacology, University of Western Australia, Nedlands, WA 6009,, Australia.
| |
Collapse
|
63
|
Ahmad W, Ijaz B, Gull S, Asad S, Khaliq S, Jahan S, Sarwar MT, Kausar H, Sumrin A, Shahid I, Hassan S. A brief review on molecular, genetic and imaging techniques for HCV fibrosis evaluation. Virol J 2011; 8:53. [PMID: 21299910 PMCID: PMC3041775 DOI: 10.1186/1743-422x-8-53] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2011] [Accepted: 02/08/2011] [Indexed: 02/08/2023] Open
Abstract
Background Chronic HCV is one of the major causes of morbidity and mortality in the present day world. The assessment of disease progression not only provides useful information for diagnosis and therapeutic supervision judgment but also for monitoring disease. Different invasive and non invasive methods are applied to diagnose the disease from initial to end stage (mild fibrosis to cirrhosis). Although, liver biopsy is still considered as gold standard to identify liver histological stages, an assessment of the disease development based on non-invasive clinical findings is also emerging and this may replace the need of biopsy in near future. This review gives brief insight on non-invasive methods currently available for predicting liver fibrosis in HCV with their current pros and cons to make easier for a clinician to choose better marker to assess liver fibrosis in HCV infected patients. Methods More than 200 studies regarding invasive and noninvasive markers available for HCV liver disease diagnosis were thoroughly reviewed. We examined year wise results of these markers based on their sensitivity, specificity, PPV, NPV and AUROCs. Results We found that in all non-invasive serum markers for HCV, FibroTest, Forn's Index, Fibrometer and HepaScore have high five-year predictive value but with low AUROCs (0.60~0.85) and are not comparable to liver biopsy (AUROC = 0.97). Even though from its beginning, Fibroscan is proved to be best with high AUROCs (> 0.90) in all studies, no single noninvasive marker is able to differentiate all fibrosis stages from end stage cirrhosis. Meanwhile, specific genetic markers may not only discriminate fibrotic and cirrhotic liver but also differentiate individual fibrosis stages. Conclusions There is a need of marker which accurately determines the stage based on simplest routine laboratory test. Genetic marker in combination of imaging technique may be the better non invasive diagnostic method in future.
Collapse
Affiliation(s)
- Waqar Ahmad
- Applied and Functional Genomics Laboratory, Centre of Excellence in Molecular Biology, University of the Punjab, Lahore, Pakistan
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
64
|
Sökücü S, Gökçe S, Güllüoğlu M, Aydoğan A, Celtik C, Durmaz O. The role of the non-invasive serum marker FibroTest-ActiTest in the prediction of histological stage of fibrosis and activity in children with naïve chronic hepatitis B infection. ACTA ACUST UNITED AC 2010; 42:699-703. [PMID: 20429710 DOI: 10.3109/00365541003774616] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The aim of this study was to investigate whether the non-invasive serum marker FibroTest-ActiTest (FT-AT) reliably predicts the histological stage of fibrosis and/or activity, and decreases the need for a liver biopsy. Twenty-five children with naïve chronic hepatitis B were analyzed for haptoglobin, alpha2-macroglobulin, apolipoprotein A1, bilirubin, gamma-glutamyl transferase, and alanine aminotransferase activity, and the FT-AT scores were computed. FT-AT scores were compared with histological data. FT predicted insignificant fibrosis in 14/23 (61%) patients at a cut-off level of 0.31. Nine patients (36%) had significant histological fibrosis, but none were predicted by FT. There was no correlation between FT scores and histological stage of fibrosis (r: -0.221, p = 0.228). All 4 patients with significant histological activity had corresponding significant activity in AT (100%). Fifteen out of the 19 patients (78.9%) with significant activity in AT had insignificant histological activity. At the cut-off level of 0.36, AT predicted insignificant activity in all 6 patients (100%). There was no correlation between AT scores and histological activity (r: 0.245, p = 0.237). According to histological data, 12 patients were candidates for treatment, but FT-AT did not predict 3 of them (25%). FT-AT does not appear ready for use in detecting either the stage of fibrosis or activity in children with chronic hepatitis B.
Collapse
Affiliation(s)
- Semra Sökücü
- Department of Paediatric Gastroenterology, Istanbul University, Istanbul,Turkey.
| | | | | | | | | | | |
Collapse
|
65
|
Utility of noninvasive markers of liver injury. J Pediatr Gastroenterol Nutr 2010; 51:685-6. [PMID: 20978420 DOI: 10.1097/mpg.0b013e3181ea7456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
|
66
|
Park SH, Kim DJ, Cheong JY, Cho SW, Hwang SG, Lee YJ, Cho M, Yang JM, Kim YB. Noninvasive markers to diagnose cirrhosis in patients with HBeAg positive chronic hepatitis: Do new biomarkers improve the accuracy? Clin Biochem 2010; 43:877-881. [PMID: 20433821 DOI: 10.1016/j.clinbiochem.2010.04.063] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2009] [Revised: 04/13/2010] [Accepted: 04/14/2010] [Indexed: 12/19/2022]
Abstract
OBJECTIVES The goal of the study was to clarify whether new biomarkers independently contribute to the diagnosis of cirrhosis. DESIGN AND METHODS A total of 142 consecutive patients with HBeAg positive chronic hepatitis who underwent liver biopsy were recruited. The Cirrhosis Score (CS)-1 was derived from routine laboratory data only. The CS-2 was calculated using all correlates obtained from both routine laboratory data and 7 new biomarkers. RESULTS A comparison of the area under the receiver operating characteristic (ROC) curve between CS-1 [0.84 (95% CI, 0.74 to 0.94)] and CS-2 [0.86 (0.78 to 0.95)] showed no superior diagnostic accuracy of CS-2 over CS-1 (p=0.24). CONCLUSIONS None of the new biomarkers had value in addition to readily available laboratory data for differentiating cirrhosis from HBeAg positive chronic hepatitis B.
Collapse
Affiliation(s)
- Seung Ha Park
- Department of Internal Medicine, Inje University Haeundae Paik-Hospital, Busan, Republic of Korea
| | | | | | | | | | | | | | | | | |
Collapse
|
67
|
Abstract
Percutaneous liver biopsy (LB) remains an important tool in the diagnosis and management of parenchymal liver diseases. In current practice, it is most frequently performed to assess the inflammatory grade and fibrotic stage of commonly encountered liver diseases, with the diagnostic role relegated to secondary importance. The role of LB remains a vastly controversial and debated subject, with an ever-increasing burden of evidence that questions its routine application in all patients with liver dysfunction. It remains, essentially, an invasive procedure with certain unavoidable risks and complications. It also suffers shortcomings in diagnostic accuracy since a large liver sample is required for an ideal assessment, which in clinical practice is not feasible. LB is also open to observer interpretation and prone to sampling errors. In recent years, a number of noninvasive biomarkers have evolved, each with an impressive range of diagnostic certainty approaching that achieved with LB. These noninvasive tests represent a lower-cost option, are easily reproducible, and serve as suitable alternatives to assess hepatic inflammation and fibrosis. This article aims to debate the shortcomings of LB while simultaneously demonstrating the diagnostic accuracy, reliability and usefulness of noninvasive markers of liver disease thereby making the case for their utilization as suitable alternatives to LB in many, although not all, circumstances.
Collapse
Affiliation(s)
- Faisal M. Sanai
- Hepatology Unit, Department of Medicine, Riyadh Military Hospital; Liver Disease Research Center – King Saud University, Riyadh, Saudi Arabia,Address for correspondence: Dr. Faisal M. Sanai, Division of Gastroenterology and Hepatology (A41), Department of Medicine, Riyadh Military Hospital, PO Box 7897, Riyadh-11159, Saudi Arabia. E-mail:
| | - Emmet B. Keeffe
- Division of Gastroenterology and Hepatology, Department of Medicine, Stanford University Medical Center, Stanford, CA, USA
| |
Collapse
|
68
|
Abstract
Liver biopsy (LB) is the gold standard method for assessment of liver histology. It provides valuable, otherwise unobtainable information, regarding the degree of fibrosis, parenchymal integrity, degree and pattern of inflammation, bile duct status and deposition of materials and minerals in the liver. This information provides immense help in the diagnosis and prognostication of a variety of liver diseases. With careful selection of patients, and performance of the procedure appropriately, the complications become exceptionally rare in current clinical practice. Furthermore, the limitations of sampling error and inter-/intra-observer variability may be avoided by obtaining adequate tissue specimen and having it reviewed by an experienced liver pathologist. Current noninvasive tools are unqualified to replace LB in clinical practice in the face of specific limitations for each tool, compounded by a poorer performance towards the assessment of the degree of liver fibrosis, particularly for intermediate stages.
Collapse
Affiliation(s)
- Khalid A. Alswat
- Gastroenterology and Hepatology Division, Department of Medicine, Liver Disease Research Center, King Saud University Liver Research Center, College of Medicine, Saudi Arabia,Address for correspondence: Dr. Khalid A. Alswat, Division of Gastroenterology and Hepatology, Department of Medicine, King Saud University Liver Research Center, College of Medicine, PO Box 7897, Riyadh-11159, Saudi Arabia. E-mail:
| | - Khalid Mumtaz
- Department of Medicine, Section of Gastroenterology, Aga Khan University Hospital, Karachi, Pakistan
| | - Wasim Jafri
- Department of Medicine, Section of Gastroenterology, Aga Khan University Hospital, Karachi, Pakistan
| |
Collapse
|
69
|
Stasi C, Arena U, Vizzutti F, Zignego AL, Monti M, Laffi G, Corti G, Pinzani M. Transient elastography for the assessment of liver fibrosis in patients with chronic viral hepatitis: the missing tool? Dig Liver Dis 2009; 41:863-866. [PMID: 19482565 DOI: 10.1016/j.dld.2009.04.002] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2008] [Revised: 04/01/2009] [Accepted: 04/07/2009] [Indexed: 12/11/2022]
Abstract
The fibrogenic evolution of chronic viral hepatitis B and C towards cirrhosis represents a key issue in clinical Hepatology whose monitoring still relies on liver biopsy and consequent histopathological staging. In the last decade, non-invasive methodologies have been proposed to predict the presence of fibrosis in chronic liver disease. Most of these methods are based on algorithms, including biochemical parameters, which have demonstrated an acceptable diagnostic accuracy towards the two extremities of the fibrogenetic process. The introduction of transient elastography has represented a further advancement in clinical Hepatology and it seems that the combination of different non-invasive methodologies will provide an improvement in the clinical management of disease progression in viral chronic hepatitis. Studies, conducted especially in chronic viral hepatitis C, suggest that transient elastography is a useful technique for the detection of severe fibrosis-cirrhosis and for the exclusion of significant fibrosis (>or=F2), that could be employed as "diagnostic discriminator" for establishing clinical priorities and reducing the number of liver biopsies. This review article will focus on the clinical utility of this novel methodology for the assessment of liver fibrosis in chronic viral hepatitis and will highlight potential further advantages.
Collapse
Affiliation(s)
- C Stasi
- Dipartimento di Medicina Interna, Università degli Studi di Firenze-Azienda Ospedaliero Universitaria Careggi, Florence, Italy
| | | | | | | | | | | | | | | |
Collapse
|
70
|
Gressner OA, Beer N, Jodlowski A, Gressner AM. Impact of quality control accepted inter-laboratory variations on calculated Fibrotest/Actitest scores for the non-invasive biochemical assessment of liver fibrosis. Clin Chim Acta 2009; 409:90-5. [DOI: 10.1016/j.cca.2009.09.005] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2009] [Revised: 08/20/2009] [Accepted: 09/02/2009] [Indexed: 01/06/2023]
|
71
|
Abstract
FibroTest (FT) is a biomarker of liver fibrosis initially validated in patients with chronic hepatitis C (CHC) and subsequently assessed in other frequent liver diseases, including chronic hepatitis B (CHB), alcoholic liver disease (ALD) and non-alcoholic fatty liver disease (NAFLD). The primary aim of the present study was to update a previous meta-analysis of FT diagnostic value, and to summarize its advantages and limitations. The secondary aim was to provide an overview of the prognostic value of FT in CHC, CHB and ALD. For diagnostic value, the main endpoint was the FT area under the ROC curves (AUROCs) for the diagnosis of bridging fibrosis (F2/F3/F4 vs F0/F1), standardized for the spectrum of fibrosis. Sensitivity analysis integrated the non-standardized observed AUROCs, the independency of authors, size (length) of biopsy, prospective design, correctness of procedures, co-morbidities, and timelag between biopsy and serum sampling. For prognostic value, the main endpoint was the FT AUROC for the prognostic value of liver complications or death related to liver disease. A total of 38 diagnostic studies were included, which pooled 7985 subjects who had undergone both FT and biopsy (4600 HCV, 1580 HBV, 267 NAFLD, 524 ALD and 1014 mixed). The mean standardized AUROC was 0.84 (95% CI, 0.83-0.86), with no differences in terms of causes of liver disease: HCV 0.84 (0.82-0.87); HBV 0.81 (0.78-0.83); NAFLD 0.84 (0.76-0.92); ALD 0.87 (0.82-0.92); and mixed 0.85 (0.81-0.89). Three prognostic studies were also included. FT was found to have higher or similar prognostic value compared with biopsy in patients with CHC, CHB or ALD. FibroTest is an effective alternative to biopsy in patients with chronic hepatitis C or B, ALD or NAFLD. Indeed, the prognostic performance of FibroTest was at least as accurate as that of biopsy in patients with chronic hepatitis C or B, or ALD.
Collapse
|
72
|
Smith JO, Sterling RK. Systematic review: non-invasive methods of fibrosis analysis in chronic hepatitis C. Aliment Pharmacol Ther 2009; 30:557-76. [PMID: 19519733 DOI: 10.1111/j.1365-2036.2009.04062.x] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
BACKGROUND Accurate determination of the presence and degree of liver fibrosis is essential for prognosis and for planning treatment of patients with chronic hepatitis C virus (HCV). Non-invasive methods of assessing fibrosis have been developed to reduce the need for biopsy. AIM To perform a review of these non-invasive measures and their ability to replace biopsy for assessing hepatic fibrosis in patients with chronic HCV. METHODS A systematic review of PUBMED and EMBASE was performed through 2008 using the following search terms: HCV, liver, elastography, hepatitis, Fibroscan, SPECT, noninvasive liver fibrosis, ultrasonography, Doppler, MRI, Fibrotest, Fibrosure, Actitest, APRI, Forns and breath tests, alone or in combination. RESULTS We identified 151 studies: 87 using biochemical, 57 imaging and seven breath tests either alone or in combination. CONCLUSIONS Great strides are being made in the development of accurate non-invasive methods for determination of fibrosis. Although no single non-invasive test or model developed to date can match that information obtained from actual histology (i.e. inflammation, fibrosis, steatosis), combinations of two modalities of non-invasive methods can reliably differentiate between minimal and significant fibrosis, and thereby avoid liver biopsy in a significant percentage of patients.
Collapse
Affiliation(s)
- J O Smith
- Division of Gastroenterology, Hepatology, and Nutrition, Virginia Commonwealth University Health System, Richmond, VA 23298-0341, USA
| | | |
Collapse
|
73
|
Hermeziu B, Messous D, Fabre M, Munteanu M, Baussan C, Bernard O, Poynard T, Jacquemin E. Evaluation of FibroTest-ActiTest in children with chronic hepatitis C virus infection. ACTA ACUST UNITED AC 2009; 34:16-22. [PMID: 19726147 DOI: 10.1016/j.gcb.2009.06.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2008] [Revised: 04/14/2009] [Accepted: 06/03/2009] [Indexed: 12/13/2022]
Abstract
FibroTest-ActiTest (FT-AT) has been validated in adults with chronic hepatitis C virus (HCV) infection as a noninvasive alternative to liver biopsy (LB), but there are few data of its use in children. The objective of the present study was to evaluate FT-AT in children with HCV infection and to compare FT-AT analysis with liver histology. A total of 43 serum samples from 38 children with chronic HCV infection were analyzed retrospectively. Histological evaluation was performed according to the METAVIR scoring system. In 16 of the children, 21 serum samples were tested with FT-AT and compared to 21 LB (serum/LB pairs) in nontransplanted and liver-transplanted children. FT-AT was also measured in 22 infected children without LB and in 50 healthy controls. FT-AT values in controls were comparable to those of healthy adults, validating the adult FT-AT parameters in children. In most infected children (74%), the FT-AT score was <or = A1-F1. Concordance between FT-AT and METAVIR scores was found in 10 pairs and discordance in 11. FT-AT/METAVIR concordance was better in non-transplanted (8/13 pairs, 62%) than in transplanted (2/8 pairs, 25%) children. A prospective evaluation of FT-AT in non-transplanted children with chronic HCV infection would be worthwhile in future.
Collapse
Affiliation(s)
- B Hermeziu
- Pediatric Hepatology and National Reference Centre, Biliary Atresia, Bicêtre Hospital, University Paris Sud 11, Assistance publique-Hôpitaux de Paris, France
| | | | | | | | | | | | | | | |
Collapse
|
74
|
Abstract
Cirrhosis is defined histologically as an advanced form of progressive hepatic fibrosis with distortion of the hepatic architecture and regenerative nodule formation. It may be due to a variety of causes. It can be diagnosed incidentally on liver biopsy or hepatic imaging studies, or patients may present clinically with one or more features of hepatic failure. This article gives the reader a broad overview of the epidemiology, diagnosis, and natural history of cirrhosis; laying the foundation for subsequent articles, which will discuss the diagnosis and management of each of the specific cirrhosis-related complications.
Collapse
Affiliation(s)
- Harvey B Lefton
- Department of Medicine, Drexel University College of Medicine, 216 Broad Street, Mail 1001, Philadelphia, PA 19102, USA.
| | | | | |
Collapse
|
75
|
Lau-Corona D, Pineda LA, Avilés HH, Gutiérrez-Reyes G, Farfan-Labonne BE, Núñez-Nateras R, Bonder A, Martínez-García R, Corona-Lau C, Olivera-Martínez MA, Gutiérrez-Ruiz MC, Robles-Díaz G, Kershenobich D. Effective use of FibroTest to generate decision trees in hepatitis C. World J Gastroenterol 2009; 15:2617-22. [PMID: 19496191 PMCID: PMC2691492 DOI: 10.3748/wjg.15.2617] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To assess the usefulness of FibroTest to forecast scores by constructing decision trees in patients with chronic hepatitis C.
METHODS: We used the C4.5 classification algorithm to construct decision trees with data from 261 patients with chronic hepatitis C without a liver biopsy. The FibroTest attributes of age, gender, bilirubin, apolipoprotein, haptoglobin, α2 macroglobulin, and γ-glutamyl transpeptidase were used as predictors, and the FibroTest score as the target. For testing, a 10-fold cross validation was used.
RESULTS: The overall classification error was 14.9% (accuracy 85.1%). FibroTest’s cases with true scores of F0 and F4 were classified with very high accuracy (18/20 for F0, 9/9 for F0-1 and 92/96 for F4) and the largest confusion centered on F3. The algorithm produced a set of compound rules out of the ten classification trees and was used to classify the 261 patients. The rules for the classification of patients in F0 and F4 were effective in more than 75% of the cases in which they were tested.
CONCLUSION: The recognition of clinical subgroups should help to enhance our ability to assess differences in fibrosis scores in clinical studies and improve our understanding of fibrosis progression.
Collapse
|
76
|
Denzer UW, Lüth S. Non-invasive diagnosis and monitoring of liver fibrosis and cirrhosis. Best Pract Res Clin Gastroenterol 2009; 23:453-60. [PMID: 19505671 DOI: 10.1016/j.bpg.2009.03.002] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The accurate staging of liver fibrosis in chronic liver diseases, especially the early diagnosis of liver cirrhosis, is crucial for prognostic assessment of the course of the disease. The histological evaluation of a liver biopsy cylinder is still the gold standard in assessing the stage of liver fibrosis. However, liver biopsy is an invasive procedure and carries the risk of complications. This has to be balanced against the information benefit of liver histology. To overcome this, non-invasive tests were developed assessing liver fibrosis based on combinations of laboratory markers or techniques measuring liver elasticity. In this review the current impact of the non invasive methods is discussed and weighted against liver biopsy.
Collapse
Affiliation(s)
- Ulrike W Denzer
- Department of Medicine, University Medical Centre Hamburg-Eppendorf, Martinistrasse 52, D-24046 Hamburg, Germany.
| | | |
Collapse
|
77
|
Portilla J, López-Burgos A, Saiz-De-La-Hoya-Zamácola P, Sánchez-Payá J, Bedía-Collantes M, Faraco-Atienzar I, Lissen E. [Utility of 2 biochemical models predictive of liver fibrosis grade in prison inmates with hepatitis C]. GASTROENTEROLOGIA Y HEPATOLOGIA 2009; 32:387-94. [PMID: 19477553 DOI: 10.1016/j.gastrohep.2009.01.176] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2008] [Accepted: 01/28/2009] [Indexed: 12/29/2022]
Abstract
OBJECTIVE To evaluate the utility of two biochemical tests (APRI and FIB-4) to predict liver fibrosis (LF) in prison inmates with chronic hepatitis C. METHOD We performed a cross-sectional study in 165 inmates with chronic hepatitis C and liver biopsy from two Spanish prisons. LF was staged according to the Metavir Index and was subsequently reclassified as mild or absent (LF<or=1), significant (LF>or=2) or serious (LF>or=3). APRI and FIB-4 were calculated in all patients. The predictive value was calculated by the area under the curve and the optimal cut-off was obtained based on the best specificity value for each LF stage. Then, we analyzed the sensitivity, positive predictive value (PPV) and negative predictive value (NPV) for each cut-off point. RESULTS LF<or=1 was found in 116 inmates (80.3%), significant LF in 49 (29.3%) and serious LF in 24 (14.5%). An APRI value >or=0.55 or FIB-4 >or=1.0 showed a PPV of 91% and 92%, respectively, for the presence of any grade of LF (>or=1), but both tests had low diagnostic sensitivity: 61.8% and 61.1%, respectively. An APRI value >or=0.86 or FIB-4 >or=1.3 showed a high NPV for serious LF (92.5% and 88.4% respectively). CONCLUSIONS Both tests have a high predictive capacity to detect the presence of LF in inmates with chronic hepatitis C, but their predictive value in detecting intermediate stages of LF is low. Moreover, a significant number of inmates with LF are not identified.
Collapse
Affiliation(s)
- Joaquín Portilla
- Unidad de Enfermedades Infecciosas, Hospital General Universitario de Alicante, Alicante, España.
| | | | | | | | | | | | | |
Collapse
|
78
|
Castera L. Transient elastography and other noninvasive tests to assess hepatic fibrosis in patients with viral hepatitis. J Viral Hepat 2009; 16:300-14. [PMID: 19254351 DOI: 10.1111/j.1365-2893.2009.01087.x] [Citation(s) in RCA: 108] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The limitations of liver biopsy (invasive procedure, sampling errors, inter-observer variability and nondynamic fibrosis evaluation) have stimulated the search for noninvasive approaches for the assessment of liver fibrosis in patients with viral hepatitis. A variety of methods including the measurement of liver stiffness, using transient elastography, and serum markers, ranging from routine laboratory tests to more complex algorithms or indices combining the results of panels of markers, have been proposed. Among serum indices, Fibrotest has been the most extensively studied and validated. Transient elastography appears as a promising method but has been mostly validated in chronic hepatitis C with performance equivalent to that of serum markers for the diagnosis of significant fibrosis. The combination of both approaches as first-line assessment of liver fibrosis could avoid the performance of liver biopsy in the majority of patients with chronic hepatitis C, a strategy that deserves further evaluation in patients with hepatitis B or HIV-HCV coinfection. Transient elastography also appears to be an excellent tool for early detection of cirrhosis and may have prognostic value in this setting. Guidelines are now awaited for the use of noninvasive methods in clinical practice.
Collapse
Affiliation(s)
- Laurent Castera
- Department of Hepatology, Hôpital St André & Haut Lévêque, Bordeaux University Hospital, Bordeaux, France.
| |
Collapse
|
79
|
Shire NJ, Rao MB, Succop P, Buncher CR, Andersen JA, Butt AA, Chung RT, Sherman KE, AIDS Clinical Trials Group 5178 Study Group. Improving noninvasive methods of assessing liver fibrosis in patients with hepatitis C virus/human immunodeficiency virus co-infection. Clin Gastroenterol Hepatol 2009; 7:471-80, 480.e1-2. [PMID: 19268724 PMCID: PMC3159915 DOI: 10.1016/j.cgh.2008.12.016] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2008] [Revised: 12/10/2008] [Accepted: 12/12/2008] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Liver fibrosis is a significant concern for patients with hepatitis C virus/human immunodeficiency virus co-infection. Fibrosis staging by biopsy is accurate, but costly and invasive. Several fibrosis prediction models using noninvasive biomarkers have been developed but are suboptimal in co-infected patients. We compared results from different staging models and ordinal regression with biopsy data. METHODS Data from the Adult Acquired Immune Deficiency Syndrome Clinical Trials Group protocol A5178 were used to evaluate 5 models of fibrosis staging; areas under receiver-operator characteristic curves (AUROC) were assessed. Individual covariates were assessed with univariable regression and then entered into an ordinal logistic regression model from which a stage-wise index was developed. RESULTS Data from 173 patients were evaluated; 85% were on antiretroviral therapy, 31.2% had severe fibrosis (F3/F4), and 14% had cirrhosis (F4). Differences in CD4+ cell and platelets counts and international normalized ratio values were observed between those with and without F3/F4. Among existing models, the FIB-4 index ([age x AST])/[platelet count x (ALT)(1/2)]) performed best, with 88% specificity for F4 and greater than 86% negative predictive values for F3/F4, although AUROC values were low (0.56 +/- 0.03 for F3/F4). By using patients' demographic, clinical, and laboratory data, the ordinal regression model outperformed others, with an AUROC of 0.85 (standard error, 0.03) for predicting stage F3/F4 and 0.89 (standard error, 0.05) for stage 3 alone. CONCLUSIONS Current noninvasive methods of fibrosis assessment have poor discriminatory capacity in hepatitis C virus/human immunodeficiency virus co-infected patients. Ordinal regression analysis outperformed other noninvasive fibrosis prediction models. Longitudinal studies with paired biopsies will assist in refining the Ordinal Regression Index.
Collapse
Affiliation(s)
- Norah J Shire
- Infectious Disease Epidemiology, Merck and Co, Inc, North Wales, Pennsylvania 19545-1099, USA.
| | | | | | | | | | | | | | | | | |
Collapse
|
80
|
Moreno S, García-Samaniego J, Moreno A, Ortega E, Pineda JA, del Romero J, Tural C, von Wichmann MA, Berenguer J, Castro A, Espacio R. Noninvasive diagnosis of liver fibrosis in patients with HIV infection and HCV/HBV co-infection. J Viral Hepat 2009; 16:249-58. [PMID: 19215579 DOI: 10.1111/j.1365-2893.2009.01088.x] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
The measurement of fibrosis stage critically affects the identification of the progression of liver disease, the establishment of a prognosis and therapeutic decision making. Liver biopsy has been the single, most useful method to determine the degree of liver fibrosis (LF), but with recognized limitations, mainly associated with its invasiveness. In recent years, alternative noninvasive methods have been developed, including imaging methods, such as transient elastometry, and assays based on serum biomarkers. This article reviews the available studies evaluating the value of various noninvasive methods for the assessment of LF in patients with HIV-infection and HBV/HCV co-infection, and makes recommendations on how to best use and combine them in clinical practice.
Collapse
Affiliation(s)
- S Moreno
- Department of Infectious Diseases, Hospital Ramón y Cajal, Universidad de Alcalá, Madrid, Spain.
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
81
|
Non-invasive fibrosis seromarkers as a predictor of liver fibrosis in chronic hepatitis C and/or non-alcoholic steatohepatitis. Arab J Gastroenterol 2009; 10:14-20. [DOI: 10.1016/j.ajg.2009.03.007] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
|
82
|
Zvibel I, Halfon P, Fishman S, Penaranda G, Leshno M, Or AB, Halpern Z, Oren R. Syndecan 1 (CD138) serum levels: a novel biomarker in predicting liver fibrosis stage in patients with hepatitis C. Liver Int 2009; 29:208-12. [PMID: 18694404 DOI: 10.1111/j.1478-3231.2008.01830.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
BACKGROUND AND AIMS Syndecan 1 (CD 138) is a cell surface proteoglycan shed by cells in several pathological conditions, including wound healing. The aim of this study was to test whether CD138 could serve as a non-invasive marker for detection of liver fibrosis and thereby reduce the need for liver biopsy. PATIENTS AND METHODS An estimation set of 134 patients and a validation set of 67 patients with chronic hepatitis C were studied. There were 80 normal healthy volunteers. Patients were staged according to liver biopsies (Metavir fibrosis staging, stage F0, n=35; F1, n=40; F2, n=37, F3, n=39; F4, n=51). Serum CD138 levels were retrospectively measured by enzyme-linked immunoabsorbent assay the same day of the liver biopsy. The primary endpoints were the diagnostic values of CD138 for F2-F4, F3-F4 and F4. RESULTS Respective areas under receiver operating characteristic curve of CD138 for F2-F4, F3-F4 and F4 diagnosis were 0.82, 0.76 and 0.81. CD138 had a positive predictive value of 82% for F2-F4 diagnosis and a high negative predictive value (86%) and specificity (84%) for exclusion of F4. CONCLUSION CD138 is a new simple non-invasive marker for predicting liver fibrosis in patients with chronic hepatitis C. The relevance of this marker in combination with other fibrosis markers should be explored.
Collapse
Affiliation(s)
- Isabel Zvibel
- Gastroenterology Institute and Liver Unit, Tel Aviv Sourasky Medical Center, Weizmann 6, Tel Aviv, Israel.
| | | | | | | | | | | | | | | |
Collapse
|
83
|
Poynard T, Morra R, Ingiliz P, Imbert-Bismut F, Thabut D, Messous D, Munteanu M, Massard J, Benhamou Y, Ratziu V. Biomarkers of liver fibrosis. Adv Clin Chem 2008; 46:131-60. [PMID: 19004189 DOI: 10.1016/s0065-2423(08)00404-6] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Liver biopsy, due to its limitations and risks, is an imperfect gold standard for assessing the severity of the most frequent chronic liver diseases. This chapter summarized the advantages and the limits of the available biomarkers of liver fibrosis. Among a total of 2237 references, a total of 14 validated biomarkers have been identified between 1991 and 2007. Nine were not patented and five were patented. FibroTest (FT) was the most studied test with 33 different populations including 6549 patients and 925 controls. The mean diagnostic value for the diagnosis of advanced fibrosis assessed using standardized area under the receiver operating characteristics (ROC) curves was 0.84 [95% confidence interval (CI), 0.83-0.86], without significant difference between the causes of liver disease, hepatitis C, hepatitis B, alcoholic or nonalcoholic fatty liver disease. High-risk profiles of false negative/positive of FT are present in 3% of populations, mainly Gilbert syndrome, hemolysis, and acute inflammation. FT has higher accuracy than aspartate aminotransferase/platelets ratio index (APRI), the most used nonpatented test. No significant difference has been observed between the five patented tests. A quality score has been assessed in order to compare the quality of fibrosis biomarkers. Neither biomarkers nor biopsy are sufficient alone to take definitive decision in a given patient and all the clinical and biological data must be taken into account. Due to the evidence-based data, health authorities in some countries have already approved validated biomarkers as first-line procedure for the staging of liver fibrosis. This overview of evidence-based data suggests that biomarkers could be used as an alternative to liver biopsy for the assessment of fibrosis stage in the four more common chronic liver diseases: C virus (HCV), hepatitis B virus (HBV), hepatitis nonalcoholic fatty liver disease (NAFLD), and alcoholic liver disease (ALD). Neither biomarkers nor biopsy are sufficient alone to take definitive decision in a given patient and all the clinical and biological data must be taken into account.
Collapse
Affiliation(s)
- Thierry Poynard
- Service d'Hépato-Gastroentérologie, Groupe Hospitalier Pitié-Salpêtrière, Université Paris VI, CNRS ESA 8067 Paris, France.
| | | | | | | | | | | | | | | | | | | |
Collapse
|
84
|
Lalazar G, Pappo O, Hershcovici T, Hadjaj T, Shubi M, Ohana H, Hemed N, Ilan Y. A continuous 13C methacetin breath test for noninvasive assessment of intrahepatic inflammation and fibrosis in patients with chronic HCV infection and normal ALT. J Viral Hepat 2008; 15:716-28. [PMID: 18638013 PMCID: PMC2658713 DOI: 10.1111/j.1365-2893.2008.01007.x] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Up to 30% of patients with hepatitis C virus (HCV) infection and normal serum alanine aminotransferase (NALT) have significant liver disease. Currently, many of these patients undergo a liver biopsy to guide therapeutic decisions. The BreathID continuous online (13)C-methacetin breath test (MBT) reflects hepatic microsomal function and correlates with hepatic fibrosis. To assess its role in identifying intrahepatic inflammation and fibrosis in NALT patients, we tested 100 patients with untreated chronic HCV infection, and 100 age- and sex-matched healthy volunteers using (13)C MBT following ingestion of 75 mg methacetin. All HCV patients had undergone a liver biopsy within 12 months of performing the MBT. Patients with a necroinflammatory grade <or=4 or >4, based on Ishak (modified HAI) score, HAIa + HAIb + HAIc + HAId, were defined as having low or high inflammation, respectively. Patients with a histological activity fibrosis stage <or=2 or >2, were defined as having nonsignificant or significant fibrosis, respectively. A proprietary algorithm to differentiate intrahepatic inflammation within chronic HCV patients with NALT achieved an area under the curve (AUC) of 0.90. Setting a threshold on the point of best agreement (at 83%) results in 82% sensitivity and 84% specificity. With application of another proprietary algorithm to differentiate patients with nonsignificant or significant fibrosis, 67% of liver biopsies performed in the patient group could have been avoided. This algorithm achieved an AUC of 0.92, with a sensitivity of 91% and a specificity of 88%. There was no correlation between body mass index (BMI) and MBT scores for patients with the same histological score. The continuous BreathID(13)C MBT is an accurate tool for measuring the degree of inflammation and fibrosis in patients with chronic HCV infection and NALT. As such, it may prove to be a powerful, noninvasive alternative to liver biopsy in the management of this patient population.
Collapse
Affiliation(s)
- G Lalazar
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - O Pappo
- Department of Pathology, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - T Hershcovici
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - T Hadjaj
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - M Shubi
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - H Ohana
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - N Hemed
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| | - Y Ilan
- Liver Unit, Department of Medicine, Hadassah Hebrew University Medical CenterJerusalem, Israel
| |
Collapse
|
85
|
Proteomic investigation of urinary markers of carbon-tetrachloride-induced hepatic fibrosis in the Hanover Wistar rat. Cell Biol Toxicol 2008; 25:499-512. [DOI: 10.1007/s10565-008-9104-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2008] [Accepted: 08/20/2008] [Indexed: 12/25/2022]
|
86
|
Bourlière M, Pénaranda G, Adhoute X, Oules V, Castellani P. Combining non-invasive methods for assessment of liver fibrosis. ACTA ACUST UNITED AC 2008; 32:73-9. [DOI: 10.1016/s0399-8320(08)73996-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
|
87
|
Abstract
Prognosis and management of chronic liver diseases greatly depend on the amount and progression of liver fibrosis. Although liver biopsy is still considered as the gold standard to evaluate fibrosis in the liver, it is an invasive procedure, with rare but potentially life-threatening complications, and is prone to sampling errors. These limitations have stimulated the search for new noninvasive approaches. A number of methods, including serum indices and the measurement of liver stiffness using transient elastography, have been proposed for the noninvasive assessment of hepatic fibrosis, mainly in patients with chronic hepatitis C. It can be anticipated that these noninvasive methods will become an important tool in clinical practice in the near future. This review is aimed at discussing the advantages and limits of these methods and the perspectives for their rationale for use in clinical practice.
Collapse
Affiliation(s)
- Laurent Castera
- Service d'Hépato-Gastroentérologie, CHU Bordeaux, Hôpital Haut Lévêque, Avenue Magellan, 33604 Pessac, France.
| |
Collapse
|
88
|
Cross T, Antoniades C, Harrison P. Non-invasive markers for the prediction of fibrosis in chronic hepatitis C infection. Hepatol Res 2008; 38:762-9. [PMID: 18462378 DOI: 10.1111/j.1872-034x.2008.00364.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Liver fibrosis occurs as a result of chronic liver injury and is the hallmark of chronic liver disease. The final stage of progressive liver fibrosis is cirrhosis, which is implicated in portal hypertension, end-stage liver disease and hepatocellular carcinoma. Liver biopsy has historically been the gold standard test for the assessment of liver fibrosis for liver diseases such as viral hepatitis, autoimmune hepatitis and primary biliary cirrhosis. Improved serological tests have enhanced the diagnosis of these conditions and reduced the need for liver biopsy. Liver biopsy is unpopular among patients and clinicians. It is associated with morbidity and mortality, and in addition is subject to sampling error, inter- and intra-observer variability. There is therefore a need for non-invasive markers of liver fibrosis that are accurate, reliable, cheap and easy to use. The aim of this review is to examine the different non-invasive methods that can be used to estimate the severity of fibrosis. The methods evaluated include clinical examination, routine laboratory investigations, imaging tests, specialized tests of liver function and finally serum extra-cellular matrix markers of fibrosis. The review mainly focuses on fibrogenesis in the context of chronic hepatitis C infection.
Collapse
Affiliation(s)
- Timothy Cross
- Institute of Liver Studies, King's College Hospital, Denmark Hill, London, UK
| | | | | |
Collapse
|
89
|
Sporea I, Popescu A, Sirli R. Why, who and how should perform liver biopsy in chronic liver diseases. World J Gastroenterol 2008; 14:3396-3402. [PMID: 18528937 PMCID: PMC2716594 DOI: 10.3748/wjg.14.3396] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2007] [Revised: 04/12/2008] [Accepted: 04/19/2008] [Indexed: 02/06/2023] Open
Abstract
Chronic viral hepatitis is a common disease in the general population. During chronic hepatitis, the prognosis and clinical management are highly dependent on the extent of liver fibrosis. The fibrosis evaluation can be performed by FibroTest (using serological markers), by Elastography or FibroScan (a noninvasive percutaneous technique using the elastic properties of the hepatic tissue) and by liver biopsy (LB), considered to be the "gold standard". Currently, there are three techniques for performing LB: percutaneous, transjugular and laparoscopic. The percutaneous LB can be performed blind, ultrasound (US) guided or US assisted. There are two main categories of specialists who perform LB: gastroenterologists (hepatologists) and radiologists, and the specialty of the individual who performs the LB determines if the LB is performed under ultrasound guidance or not. There are two types of biopsy needles used for LB: cutting needles (Tru-Cut, Vim-Silverman) and suction needles (Menghini, Klatzkin, Jamshidi). The rate of major complications after percutaneous LB ranges from 0.09% to 2.3%, but the echo-guided percutaneous liver biopsy is a safe method for the diagnosis of chronic diffuse hepatitis (cost-effective as compared to blind biopsy) and the rate of complications seems to be related to the experience of the physician and the type of the needle used (Menghini type needle seems to be safer). Maybe, in a few years we will use non-invasive markers of fibrosis, but at this time, most authorities in the field consider that the LB is useful and necessary for the evaluation of chronic hepatopathies, despite the fact that it is not a perfect test.
Collapse
MESH Headings
- Biomarkers/blood
- Biopsy, Needle/adverse effects
- Biopsy, Needle/instrumentation
- Biopsy, Needle/methods
- Chronic Disease
- Clinical Competence
- Elasticity
- Equipment Design
- Hepatitis, Viral, Human/complications
- Hepatitis, Viral, Human/metabolism
- Hepatitis, Viral, Human/pathology
- Humans
- Laparoscopy
- Liver/chemistry
- Liver/pathology
- Liver/virology
- Liver Cirrhosis/metabolism
- Liver Cirrhosis/pathology
- Liver Cirrhosis/virology
- Needles
- Patient Selection
- Severity of Illness Index
- Ultrasonography, Interventional
Collapse
|
90
|
Manning DS, Afdhal NH. Diagnosis and quantitation of fibrosis. Gastroenterology 2008; 134:1670-81. [PMID: 18471546 DOI: 10.1053/j.gastro.2008.03.001] [Citation(s) in RCA: 308] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2008] [Revised: 02/25/2008] [Accepted: 03/03/2008] [Indexed: 12/22/2022]
Abstract
Hepatic fibrosis is the final common pathway for many different liver insults. Originally considered to be irreversible, hepatic fibrosis is now known to be a dynamic process with a significant potential for resolution. The diagnosis and quantitation of fibrosis have traditionally relied on liver biopsy. However, there are a number of drawbacks including the invasive nature of the procedure, sampling error, and interobserver variability. This article reviews the current role of liver biopsy in the assessment of hepatic fibrosis and discusses the role of the newer noninvasive methods including serum markers and radiologic tests.
Collapse
Affiliation(s)
- Diarmuid S Manning
- Beth Israel Deaconess Medical Center, Boston, Massachusetts, and Harvard Medical School, Boston, Massachusetts, USA
| | | |
Collapse
|
91
|
Shaheen AAM, Wan AF, Myers RP. FibroTest and FibroScan for the prediction of hepatitis C-related fibrosis: a systematic review of diagnostic test accuracy. Am J Gastroenterol 2007; 102:2589-600. [PMID: 17850410 DOI: 10.1111/j.1572-0241.2007.01466.x] [Citation(s) in RCA: 256] [Impact Index Per Article: 14.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
BACKGROUND The accurate diagnosis of hepatitis C virus (HCV)-related fibrosis is crucial for prognostication and treatment decisions. Due to the limitations of biopsy, noninvasive alternatives including FibroTest and FibroScan have been developed. Our objective was to systematically review studies describing the accuracy of these tests for predicting HCV-related fibrosis. METHODS Studies comparing FibroTest or FibroScan versus biopsy in HCV patients were identified via an electronic search. Random effects meta-analyses and areas under summary receiver operating characteristics curves (AUC) were examined to characterize test accuracy for significant fibrosis (F2-4) and cirrhosis. Heterogeneity was explored using meta-regression. RESULTS Twelve studies were identified, 9 for FibroTest (N = 1,679) and 4 for FibroScan (N = 546). In heterogeneous analyses for significant fibrosis, the AUCs for FibroTest and FibroScan were 0.81 (95% CI 0.78-84) and 0.83 (0.03-1.00), respectively. At a threshold of approximately 0.60, the sensitivity and specificity of the FibroTest were 47% (35-59%) and 90% (87-92%). For FibroScan (threshold approximately 8 kPa), corresponding values were 64% (50-76%) and 87% (80-91%), respectively. Methodological quality, the length of liver biopsy specimens, and inclusion of special populations did not explain the observed heterogeneity. However, the diagnostic accuracy of both measures was associated with the prevalence of significant fibrosis and cirrhosis in the study populations. For cirrhosis, the summary AUCs for FibroTest and FibroScan were 0.90 (95% CI not calculable) and 0.95 (0.87-0.99), respectively. CONCLUSIONS FibroTest and FibroScan have excellent utility for the identification of HCV-related cirrhosis, but lesser accuracy for earlier stages. Refinements are necessary before these tests can replace liver biopsy.
Collapse
Affiliation(s)
- Abdel Aziz M Shaheen
- Liver Unit, Division of Gastroenterology, Department of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | | |
Collapse
|
92
|
Poynard T, Morra R, Halfon P, Castera L, Ratziu V, Imbert-Bismut F, Naveau S, Thabut D, Lebrec D, Zoulim F, Bourliere M, Cacoub P, Messous D, Munteanu M, de Ledinghen V. Meta-analyses of FibroTest diagnostic value in chronic liver disease. BMC Gastroenterol 2007; 7:40. [PMID: 17937811 PMCID: PMC2175505 DOI: 10.1186/1471-230x-7-40] [Citation(s) in RCA: 218] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/24/2007] [Accepted: 10/15/2007] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND FibroTest (FT) is a biomarker of liver fibrosis initially validated in patients with chronic hepatitis C (CHC). The aim was to test two hypotheses, one, that the FT diagnostic value was similar in the three other frequent fibrotic diseases: chronic hepatitis B (CHB), alcoholic liver disease (ALD) and non-alcoholic fatty liver disease (NAFLD); and the other, that the FT diagnostic value was similar for intermediate and extreme fibrosis stages. METHODS The main end points were the FT area under the ROC curves (AUROCs) for the diagnosis of bridging fibrosis (F2F3F4 vs. F0F1), standardized for the spectrum of fibrosis stages, and the comparison of FT AUROCs between adjacent stages. Two meta-analyses were performed: one combining all the published studies (random model), and one of an integrated data base combining individual data. Sensitivity analysis integrated the independency of authors, lenght of biopsy, prospective design, respect of procedures, comorbidities, and duration between biopsy and serum sampling. RESULTS A total of 30 studies were included which pooled 6,378 subjects with both FT and biopsy (3,501 HCV, 1,457 HBV, 267 NAFLD, 429 ALD, and 724 mixed). Individual data were analyzed in 3,282 patients. The mean standardized AUROC was 0.84 (95% CI, 0.83-0.86), without differences between causes of liver disease: HCV 0.85 (0.82-0.87), HBV 0.80 (0.77-0.84), NAFLD 0.84 (0.76-0.92), ALD 0.86 (0.80-0.92), mixed 0.85 (0.80-0.93). The AUROC for the diagnosis of the intermediate adjacent stages F2 vs. F1 (0.66; 0.63-0.68, n = 2,055) did not differ from that of the extreme stages F3 vs. F4 (0.69; 0.65-0.72, n = 817) or F1 vs. F0 (0.62; 0.59-0.65, n = 1788). CONCLUSION FibroTest is an effective alternative to biopsy in patients with chronic hepatitis C and B, ALD and NAFLD. The FT diagnostic value is similar for the diagnosis of intermediate and extreme fibrosis stages.
Collapse
Affiliation(s)
- Thierry Poynard
- Service d'Hépato-Gastroentérologie, Groupe Hospitalier Pitié-Salpêtrière, Université Paris VI, CNRS ESA 8067 Paris, France.
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
93
|
Rosenthal-Allieri MA, Tran A, Halfon P, Imbert-Bismut F, Munteanu M, Messous D, Peritore ML, Poynard T, Bernard A. Optimal correlation between different instruments for Fibrotest-Actitest protein measurement in patients with chronic hepatitis C. ACTA ACUST UNITED AC 2007; 31:815-21. [DOI: 10.1016/s0399-8320(07)73971-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
|
94
|
Zarski JP, Bedossa P, Bronowicki JP, Doffoel M, Poynard T. Utilisation des marqueurs non invasifs de fibrose dans la prise en charge de l’hépatite C. ACTA ACUST UNITED AC 2007. [DOI: 10.1016/s0399-8320(07)92561-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
|
95
|
Abstract
Assessment of hepatic fibrosis is important for determining prognosis, guiding management decisions, and monitoring disease. Histological evaluation of liver biopsy specimens is currently considered the reference test for staging hepatic fibrosis. Since liver biopsy carries a small but significant risk, noninvasive tests to assess hepatic fibrosis are desirable. This editorial gives an overview on noninvasive methods currently available to determine hepatic fibrosis and their diagnostic accuracy for predicting significant fibrosis and cirrhosis in chronic hepatitis C. Based on available data, the performance of simple tests derived from routine laboratory parameters appears to be similar to that of more complex and expensive fibrosis panels. Transient elastography seems more accurate than blood tests for diagnosing cirrhosis.
Collapse
Affiliation(s)
- Rudolf-E Stauber
- Department of Internal Medicine, Medical University of Graz, Auenbruggerplatz 15, A-8036 Graz, Austria.
| | | |
Collapse
|
96
|
Gangadharan B, Antrobus R, Dwek RA, Zitzmann N. Novel serum biomarker candidates for liver fibrosis in hepatitis C patients. Clin Chem 2007; 53:1792-9. [PMID: 17702858 DOI: 10.1373/clinchem.2007.089144] [Citation(s) in RCA: 133] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
BACKGROUND Liver biopsy is currently the gold standard for assessing liver fibrosis, and no reliable noninvasive diagnostic approach is available. Therefore a suitable serologic biomarker of liver fibrosis is urgently needed. METHODS We used a proteomics method based on 2-dimensional gel electrophoresis to identify potential fibrosis biomarkers. Serum samples from patients with varying degrees of hepatic scarring induced by infection with the hepatitis C virus (HCV) were analyzed and compared with serum from healthy controls. RESULTS We observed the most prominent differences when we compared serum samples from cirrhotic patients with healthy control serum. Inter-alpha-trypsin inhibitor heavy chain H4 (ITIH4) fragments, alpha1 antichymotrypsin, apolipoprotein L1 (Apo L1), prealbumin, albumin, paraoxonase/arylesterase 1, and zinc-alpha2-glycoprotein were decreased in cirrhotic serum, whereas CD5 antigen-like protein (CD5L) and beta2 glycoprotein I (beta2GPI) were increased. In general, alpha2 macroglobulin (a2M) and immunoglobulin components increased with hepatic fibrosis, whereas haptoglobin and complement components (C3, C4, and factor H-related protein 1) decreased. Novel proteins associated with HCV-induced fibrosis included ITIH4 fragments, complement factor H-related protein 1, CD5L, Apo L1, beta2GPI, and thioester-cleaved products of a2M. CONCLUSIONS Assessment of hepatic scarring may be performed with a combination of these novel fibrosis biomarkers, thus eliminating the need for liver biopsy. Further evaluation of these candidate markers needs to be performed in larger patient populations. Diagnosis of fibrosis during early stages will allow early treatment, thereby preventing fibrosis progression.
Collapse
Affiliation(s)
- Bevin Gangadharan
- Oxford Antiviral Drug Discovery Unit, Oxford Glycobiology Institute, Department of Biochemistry, University of Oxford, Oxford, United Kingdom.
| | | | | | | |
Collapse
|
97
|
Vallet-Pichard A, Mallet V, Nalpas B, Verkarre V, Nalpas A, Dhalluin-Venier V, Fontaine H, Pol S. FIB-4: an inexpensive and accurate marker of fibrosis in HCV infection. comparison with liver biopsy and fibrotest. Hepatology 2007; 46:32-6. [PMID: 17567829 DOI: 10.1002/hep.21669] [Citation(s) in RCA: 1591] [Impact Index Per Article: 88.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
UNLABELLED To optimize the management of patients with chronic hepatitis C virus (HCV) infection, noninvasive tests to determine the degree of hepatic fibrosis have been developed. The aims of this study were (1) to validate a simple, inexpensive, noninvasive test called FIB-4, which combines standard biochemical values (platelets, ALT, AST) and age, in a series of 847 liver biopsies performed in HCV-monoinfected patients; and (2) to compare the results of 780 FIB-4 and FibroTests performed the same day in a series of 592 HCV-infected patients. The FIB-4 index enabled the correct identification of patients with severe fibrosis (F3-F4) and cirrhosis with an area under the receiver operating characteristic curve of 0.85 (95% CI 0.82-0.89) and 0.91 (95% CI 0.86-0.93), respectively. An FIB-4 index <1.45 had a negative predictive value of 94.7% to exclude severe fibrosis with a sensitivity of 74.3%. An FIB-4 index higher than 3.25 had a positive predictive value to confirm the existence of a significant fibrosis (F3-F4) of 82.1% with a specificity of 98.2%. Using these ranges, 72.8% of the 847 liver biopsies were correctly classified. The FIB-4 index was strongly correlated to the FibroTest results for a score <1.45 or >3.25 (kappa = 0.561, P < 0.01). A FIB-4 value <1.45 or >3.25 (64.6% of the cases) was concordant with FibroTest results in 92.1% and 76%, respectively. CONCLUSION For values outside 1.45-3.25, the FIB-4 index is a simple, accurate, and inexpensive method for assessing liver fibrosis and proved to be concordant with FibroTest results.
Collapse
|
98
|
Boursier J, Dib N, Oberti F, Calès P. Caractéristiques et interprétation des tests sanguins de fibrose hépatique. ACTA ACUST UNITED AC 2007; 31:511-23; quiz 500, 531-2. [PMID: 17541343 DOI: 10.1016/s0399-8320(07)89421-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Jérôme Boursier
- Laboratoire HIFIH, UPRES EA 3859, IFR 132, Université, Service d'Hépato-Gastroentérologie, CHU, Angers Cedex 9
| | | | | | | |
Collapse
|
99
|
Coco B, Oliveri F, Maina AM, Ciccorossi P, Sacco R, Colombatto P, Bonino F, Brunetto MR. Transient elastography: a new surrogate marker of liver fibrosis influenced by major changes of transaminases. J Viral Hepat 2007; 14:360-9. [PMID: 17439526 DOI: 10.1111/j.1365-2893.2006.00811.x] [Citation(s) in RCA: 491] [Impact Index Per Article: 27.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Liver stiffness was measured by transient elastography (FibroScan) in 228 consecutive patients with chronic viral hepatitis, with (115) or without cirrhosis (113), to study its correlations with serum transaminases [alanine aminotransferase (ALT)], fibrosis stage and surrogate noninvasive markers of fibrosis (APRI, FORNS, FibroTest and hyaluronic acid). The dynamic profiles of serum transaminases and liver stiffness were compared by multiple testing in 31 patients during a 6-month follow-up. We identified 8.3 and 14 kPa as the fibrosis >/=F2 and cirrhosis cut-offs, respectively: their sensitivities were 85.2%/78.3%; specificities 90.7%/98.2%; positive predictive values 93.9%/97.8%; negative predictive values 78.8%/81.6%; diagnostic accuracies 87.3%/88.2%. FibroScan performed better than the other surrogate markers of fibrosis (P < 0.001). Other than fibrosis, other factors independently associated with liver stiffness were ALT for all patients and chronic hepatitis patients (P < 0.001), and 12-month persistently normal ALT (biochemical remission, P < 0.001) in cirrhotics. In patients with biochemical remission either spontaneous or after antiviral therapy (48 of 228, 21%), liver stiffness was lower than in patients with identical fibrosis stage, but elevated ALT (P < 0.001). The liver stiffness dynamic profiles paralleled those of ALT, increasing 1.3- to 3-fold during ALT flares in 10 patients with hepatitis exacerbations. Liver stiffness remained unchanged in 21 with stable biochemical activity (P = 0.001). In conclusion, transient elastography is a new liver parameter that behaves as a reliable surrogate marker of fibrosis in chronic viral hepatitis patients, provided that its relationship with major changes of biochemical activity is taken into account.
Collapse
Affiliation(s)
- B Coco
- UO Gastroenterologia ed Epatologia Ospedaliera, Azienda Ospedaliero-Universitaria Pisana, Pisa, Italy
| | | | | | | | | | | | | | | |
Collapse
|
100
|
Belinsky GS, Parke AL, Huang Q, Blanchard K, Jayadev S, Stoll R, Rothe M, Achenie LEK, Gupta RR, Wu GY, Rosenberg DW. The Contribution of Methotrexate Exposure and Host Factors on Transcriptional Variance in Human Liver. Toxicol Sci 2007; 97:582-94. [PMID: 17400583 DOI: 10.1093/toxsci/kfm067] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Long-term administration of methotrexate (MTX) for management of chronic inflammatory diseases is associated with risk of liver damage. In this study, we examined the transcriptional profiles of livers from patients treated with MTX. The possibility that expression signatures correlate with grade of fibrosis or underlying rheumatic disease was evaluated. Twenty-seven patients taking MTX were accrued for this study. Ten non-MTX-exposed normal liver specimens were used as controls. Global mRNA expression was assayed using oligonucleotide arrays. A total of 205 genes were significantly altered in MTX-exposed livers. Six of these genes were validated by qPCR. Two genes, CLN8 and ANKH that map to chromosomal locations previously associated with rheumatoid arthritis, were found to be elevated in MTX-exposed samples. Subsequent pathway analysis indicates that MTX exposure is associated with the following key alterations: (1) upregulation of lipid biosynthetic genes, consistent with MTX-induced steatosis, (2) downregulation of proinflammatory chemokines, consistent with the anti-inflammatory effects of MTX, and (3) elevation of complement pathway gene expression. Complement 5, shown earlier to be correlated with liver fibrosis in mice, was found to be elevated (twofold) in MTX-exposed livers. In conclusion, we have found the expression of a number of genes associated with rheumatic disease and/or MTX exposure to be significantly different. Differences in complement expression provide the rationale for future correlative studies between MTX-induced liver fibrosis and C5 alleles in order to identify patients with increased risk for fibrosis.
Collapse
Affiliation(s)
- Glenn S Belinsky
- Center for Molecular Medicine, University of Connecticut Health Center, Farmington, CT 06030-3101, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|