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Volumn 8, Issue 4, 2013, Pages

Novel Algorithm for Non-Invasive Assessment of Fibrosis in NAFLD

Author keywords

[No Author keywords available]

Indexed keywords

ALANINE AMINOTRANSFERASE; ASPARTATE AMINOTRANSFERASE; CELL MARKER; CELL PROTEIN; HYALURONIC ACID; PROTEIN M30; PROTEIN M60; UNCLASSIFIED DRUG;

EID: 84876975846     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0062439     Document Type: Article
Times cited : (62)

References (36)
  • 1
    • 77952529040 scopus 로고    scopus 로고
    • A position statement on NAFLD/NASH based on the EASL 2009 special conference
    • Ratziu V, Bellentani S, Cortez-Pinto H, Day C, Marchesini G, (2010) A position statement on NAFLD/NASH based on the EASL 2009 special conference. J. Hepatol. 53: 372-384.
    • (2010) J. Hepatol , vol.53 , pp. 372-384
    • Ratziu, V.1    Bellentani, S.2    Cortez-Pinto, H.3    Day, C.4    Marchesini, G.5
  • 2
    • 77958183243 scopus 로고    scopus 로고
    • Novel insights into the pathophysiology of nonalcoholic fatty liver disease
    • Feldstein AE, (2010) Novel insights into the pathophysiology of nonalcoholic fatty liver disease. Semin. Liver Dis 30: 391-401.
    • (2010) Semin. Liver Dis , vol.30 , pp. 391-401
    • Feldstein, A.E.1
  • 3
    • 70349770695 scopus 로고    scopus 로고
    • Epidemiology and natural history of non-alcoholic steatohepatitis
    • Argo CK, Caldwell SH, (2009) Epidemiology and natural history of non-alcoholic steatohepatitis. Clin Liver Dis 13: 511-531.
    • (2009) Clin Liver Dis , vol.13 , pp. 511-531
    • Argo, C.K.1    Caldwell, S.H.2
  • 4
    • 20044374023 scopus 로고    scopus 로고
    • Design and validation of a histological scoring system for nonalcoholic fatty liver disease
    • Kleiner DE, Brunt EM, Van Natta M, Behling C, Contos MJ, et al. (2005) Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 41: 1313-1321.
    • (2005) Hepatology , vol.41 , pp. 1313-1321
    • Kleiner, D.E.1    Brunt, E.M.2    Van Natta, M.3    Behling, C.4    Contos, M.J.5
  • 5
    • 18744397193 scopus 로고    scopus 로고
    • Interobserver variation in interpretation of serial liver biopsies from patients with chronic hepatitis C
    • Grønbaek K, Christensen PB, Hamilton-Dutoit S, Federspiel BH, Hage E, et al. (2002) Interobserver variation in interpretation of serial liver biopsies from patients with chronic hepatitis C. J. Viral Hepat. 9: 443-449.
    • (2002) J. Viral Hepat , vol.9 , pp. 443-449
    • Grønbaek, K.1    Christensen, P.B.2    Hamilton-Dutoit, S.3    Federspiel, B.H.4    Hage, E.5
  • 6
    • 20444443042 scopus 로고    scopus 로고
    • Sampling variability of liver biopsy in nonalcoholic fatty liver disease
    • Ratziu V, Charlotte F, Heurtier A, Gombert S, Giral P, et al. (2005) Sampling variability of liver biopsy in nonalcoholic fatty liver disease. Gastroenterology 128: 1898-1906.
    • (2005) Gastroenterology , vol.128 , pp. 1898-1906
    • Ratziu, V.1    Charlotte, F.2    Heurtier, A.3    Gombert, S.4    Giral, P.5
  • 7
    • 0042165989 scopus 로고    scopus 로고
    • Hepatocyte apoptosis and fas expression are prominent features of human nonalcoholic steatohepatitis
    • Feldstein AE, Canbay A, Angulo P, Taniai M, Burgart LJ, et al. (2003) Hepatocyte apoptosis and fas expression are prominent features of human nonalcoholic steatohepatitis. Gastroenterology 125: 437-443.
    • (2003) Gastroenterology , vol.125 , pp. 437-443
    • Feldstein, A.E.1    Canbay, A.2    Angulo, P.3    Taniai, M.4    Burgart, L.J.5
  • 8
    • 1242336980 scopus 로고    scopus 로고
    • Apoptosis: the nexus of liver injury and fibrosis
    • Canbay A, Friedman S, Gores GJ, (2004) Apoptosis: the nexus of liver injury and fibrosis. Hepatology 39: 273-278.
    • (2004) Hepatology , vol.39 , pp. 273-278
    • Canbay, A.1    Friedman, S.2    Gores, G.J.3
  • 9
    • 70350046669 scopus 로고    scopus 로고
    • Cytokeratin-18 fragment levels as noninvasive biomarkers for nonalcoholic steatohepatitis: a multicenter validation study
    • Feldstein AE, Wieckowska A, Lopez AR, Liu Y-C, Zein NN, et al. (2009) Cytokeratin-18 fragment levels as noninvasive biomarkers for nonalcoholic steatohepatitis: a multicenter validation study. Hepatology 50: 1072-1078.
    • (2009) Hepatology , vol.50 , pp. 1072-1078
    • Feldstein, A.E.1    Wieckowska, A.2    Lopez, A.R.3    Liu, Y.-C.4    Zein, N.N.5
  • 10
    • 0142151769 scopus 로고    scopus 로고
    • Kupffer cell engulfment of apoptotic bodies stimulates death ligand and cytokine expression
    • Canbay A, Feldstein AE, Higuchi H, Werneburg N, Grambihler A, et al. (2003) Kupffer cell engulfment of apoptotic bodies stimulates death ligand and cytokine expression. Hepatology 38: 1188-98.
    • (2003) Hepatology , vol.38 , pp. 1188-1198
    • Canbay, A.1    Feldstein, A.E.2    Higuchi, H.3    Werneburg, N.4    Grambihler, A.5
  • 11
    • 80054081242 scopus 로고    scopus 로고
    • Hepatocyte apoptotic bodies encasing nonstructural HCV proteins amplify hepatic stellate cell activation: implications for chronic hepatitis C
    • Gieseler RK, Marquitan G, Schlattjan M, Sowa J-P, Bechmann LP, et al. (2011) Hepatocyte apoptotic bodies encasing nonstructural HCV proteins amplify hepatic stellate cell activation: implications for chronic hepatitis C. J. Viral Hepat. 18: 760-767.
    • (2011) J. Viral Hepat , vol.18 , pp. 760-767
    • Gieseler, R.K.1    Marquitan, G.2    Schlattjan, M.3    Sowa, J.-P.4    Bechmann, L.P.5
  • 12
    • 78449263202 scopus 로고    scopus 로고
    • Serum levels of CK18 M30 and leptin are useful predictors of steatohepatitis and fibrosis in paediatric NAFLD
    • Fitzpatrick E, Mitry RR, Quaglia A, Hussain MJ, DeBruyne R, et al. (2010) Serum levels of CK18 M30 and leptin are useful predictors of steatohepatitis and fibrosis in paediatric NAFLD. J. Pediatr. Gastroenterol. Nutr. 51: 500-506.
    • (2010) J. Pediatr. Gastroenterol. Nutr , vol.51 , pp. 500-506
    • Fitzpatrick, E.1    Mitry, R.R.2    Quaglia, A.3    Hussain, M.J.4    DeBruyne, R.5
  • 13
    • 77954363354 scopus 로고    scopus 로고
    • Apoptosis is associated with CD36/fatty acid translocase upregulation in non-alcoholic steatohepatitis
    • Bechmann LP, Gieseler RK, Sowa J-P, Kahraman A, Erhard J, et al. (2010) Apoptosis is associated with CD36/fatty acid translocase upregulation in non-alcoholic steatohepatitis. Liver Int 30: 850-859.
    • (2010) Liver Int , vol.30 , pp. 850-859
    • Bechmann, L.P.1    Gieseler, R.K.2    Sowa, J.-P.3    Kahraman, A.4    Erhard, J.5
  • 14
    • 0025808908 scopus 로고
    • Serum hyaluronate and type III procollagen aminoterminal propeptide concentration in chronic liver disease. Relationship to cirrhosis and disease activity
    • Ramadori G, Zöhrens G, Manns M, Rieder H, Dienes HP, et al. (1991) Serum hyaluronate and type III procollagen aminoterminal propeptide concentration in chronic liver disease. Relationship to cirrhosis and disease activity. Eur. J. Clin. Invest. 21: 323-330.
    • (1991) Eur. J. Clin. Invest , vol.21 , pp. 323-330
    • Ramadori, G.1    Zöhrens, G.2    Manns, M.3    Rieder, H.4    Dienes, H.P.5
  • 15
    • 0033804405 scopus 로고    scopus 로고
    • Measurement of serum hyaluronic acid in patients with chronic hepatitis C and its relationship to liver histology. Consensus Interferon Study Group
    • McHutchison JG, Blatt LM, De Medina M, Craig JR, Conrad A, et al. (2000) Measurement of serum hyaluronic acid in patients with chronic hepatitis C and its relationship to liver histology. Consensus Interferon Study Group. J. Gastroenterol. Hepatol. 15: 945-951.
    • (2000) J. Gastroenterol. Hepatol , vol.15 , pp. 945-951
    • McHutchison, J.G.1    Blatt, L.M.2    De Medina, M.3    Craig, J.R.4    Conrad, A.5
  • 16
    • 77957309026 scopus 로고    scopus 로고
    • Hyaluronic acid predicts hepatic fibrosis in children with nonalcoholic fatty liver disease
    • Nobili V, Alisi A, Torre G, De Vito R, Pietrobattista A, et al. (2010) Hyaluronic acid predicts hepatic fibrosis in children with nonalcoholic fatty liver disease. Transl Res 156: 229-234.
    • (2010) Transl Res , vol.156 , pp. 229-234
    • Nobili, V.1    Alisi, A.2    Torre, G.3    De Vito, R.4    Pietrobattista, A.5
  • 17
    • 63849240158 scopus 로고    scopus 로고
    • The clinical utility of biomarkers and the nonalcoholic steatohepatitis CRN liver biopsy scoring system in patients with nonalcoholic fatty liver disease
    • Malik R, Chang M, Bhaskar K, Nasser I, Curry M, et al. (2009) The clinical utility of biomarkers and the nonalcoholic steatohepatitis CRN liver biopsy scoring system in patients with nonalcoholic fatty liver disease. J. Gastroenterol. Hepatol. 24: 564-568.
    • (2009) J. Gastroenterol. Hepatol , vol.24 , pp. 564-568
    • Malik, R.1    Chang, M.2    Bhaskar, K.3    Nasser, I.4    Curry, M.5
  • 18
    • 33644607568 scopus 로고    scopus 로고
    • Diagnostic value of biochemical markers (FibroTest-FibroSURE) for the prediction of liver fibrosis in patients with non-alcoholic fatty liver disease
    • Ratziu V, Massard J, Charlotte F, Messous D, Imbert-Bismut F, et al. (2006) Diagnostic value of biochemical markers (FibroTest-FibroSURE) for the prediction of liver fibrosis in patients with non-alcoholic fatty liver disease. BMC Gastroenterol 6: 6.
    • (2006) BMC Gastroenterol , vol.6 , pp. 6
    • Ratziu, V.1    Massard, J.2    Charlotte, F.3    Messous, D.4    Imbert-Bismut, F.5
  • 19
    • 39549118158 scopus 로고    scopus 로고
    • Noninvasive markers of fibrosis in nonalcoholic fatty liver disease: Validating the European Liver Fibrosis Panel and exploring simple markers
    • Guha IN, Parkes J, Roderick P, Chattopadhyay D, Cross R, et al. (2008) Noninvasive markers of fibrosis in nonalcoholic fatty liver disease: Validating the European Liver Fibrosis Panel and exploring simple markers. Hepatology 47: 455-460.
    • (2008) Hepatology , vol.47 , pp. 455-460
    • Guha, I.N.1    Parkes, J.2    Roderick, P.3    Chattopadhyay, D.4    Cross, R.5
  • 20
    • 56949084285 scopus 로고    scopus 로고
    • Comparison of blood tests for liver fibrosis specific or not to NAFLD
    • Calès P, Lainé F, Boursier J, Deugnier Y, Moal V, et al. (2009) Comparison of blood tests for liver fibrosis specific or not to NAFLD. J. Hepatol 50: 165-173.
    • (2009) J. Hepatol , vol.50 , pp. 165-173
    • Calès, P.1    Lainé, F.2    Boursier, J.3    Deugnier, Y.4    Moal, V.5
  • 21
    • 67650558987 scopus 로고    scopus 로고
    • Non-invasive assessment of fibrosis in non-alcoholic fatty liver disease
    • Vizzutti F, Arena U, Nobili V, Tarquini R, Trappoliere M, et al. (2009) Non-invasive assessment of fibrosis in non-alcoholic fatty liver disease. Ann Hepatol 8: 89-94.
    • (2009) Ann Hepatol , vol.8 , pp. 89-94
    • Vizzutti, F.1    Arena, U.2    Nobili, V.3    Tarquini, R.4    Trappoliere, M.5
  • 22
    • 33746732177 scopus 로고    scopus 로고
    • Non-invasive markers to predict the liver fibrosis in non-alcoholic fatty liver disease
    • Lydatakis H, Hager IP, Kostadelou E, Mpousmpoulas S, Pappas S, et al. (2006) Non-invasive markers to predict the liver fibrosis in non-alcoholic fatty liver disease. Liver Int. 26: 864-871.
    • (2006) Liver Int , vol.26 , pp. 864-871
    • Lydatakis, H.1    Hager, I.P.2    Kostadelou, E.3    Mpousmpoulas, S.4    Pappas, S.5
  • 23
    • 79955764437 scopus 로고    scopus 로고
    • A biomarker panel for non-alcoholic steatohepatitis (NASH) and NASH-related fibrosis
    • Younossi ZM, Page S, Rafiq N, Birerdinc A, Stepanova M, et al. (2011) A biomarker panel for non-alcoholic steatohepatitis (NASH) and NASH-related fibrosis. Obes Surg 21: 431-439.
    • (2011) Obes Surg , vol.21 , pp. 431-439
    • Younossi, Z.M.1    Page, S.2    Rafiq, N.3    Birerdinc, A.4    Stepanova, M.5
  • 24
    • 14744303494 scopus 로고    scopus 로고
    • The relationship between apoptosis and non-alcoholic fatty liver disease: an evolutionary cornerstone turned pathogenic
    • Canbay A, Gieseler RK, Gores GJ, Gerken G, (2005) The relationship between apoptosis and non-alcoholic fatty liver disease: an evolutionary cornerstone turned pathogenic. Z Gastroenterol 43: 211-217.
    • (2005) Z Gastroenterol , vol.43 , pp. 211-217
    • Canbay, A.1    Gieseler, R.K.2    Gores, G.J.3    Gerken, G.4
  • 25
    • 33748181096 scopus 로고    scopus 로고
    • Machine learning for detection and diagnosis of disease
    • Sajda P, (2006) Machine learning for detection and diagnosis of disease. Annu Rev Biomed Eng 8: 537-565.
    • (2006) Annu Rev Biomed Eng , vol.8 , pp. 537-565
    • Sajda, P.1
  • 26
    • 84872347511 scopus 로고    scopus 로고
    • Evaluation of Biomarkers of NAFLD in a Cohort of Morbidly Obese Patients
    • Kälsch J, Bechmann LP, Kälsch H, Schlattjan M, Erhard J, et al. (2011) Evaluation of Biomarkers of NAFLD in a Cohort of Morbidly Obese Patients. J Nutr Metab 2011: 369168.
    • (2011) J Nutr Metab , vol.2011 , pp. 369168
    • Kälsch, J.1    Bechmann, L.P.2    Kälsch, H.3    Schlattjan, M.4    Erhard, J.5
  • 28
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman L, (2001) Random Forests. Machine Learning 45: 5-32.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 29
    • 8444241860 scopus 로고    scopus 로고
    • Fast exact leave-one-out cross-validation of sparse least-squares support vector machines
    • Cawley GC, Talbot NLC, (2004) Fast exact leave-one-out cross-validation of sparse least-squares support vector machines. Neural Netw 17: 1467-1475.
    • (2004) Neural Netw , vol.17 , pp. 1467-1475
    • Cawley, G.C.1    Talbot, N.L.C.2
  • 30
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett T, (2006) An introduction to ROC analysis. Pattern Recognit. Lett. 27: 861-874.
    • (2006) Pattern Recognit. Lett , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 32
    • 77954025334 scopus 로고    scopus 로고
    • Biopsy and non-invasive methods for the diagnosis of liver fibrosis: does it take two to tango?
    • Castera L, Pinzani M, (2010) Biopsy and non-invasive methods for the diagnosis of liver fibrosis: does it take two to tango? Gut 59: 861-866.
    • (2010) Gut , vol.59 , pp. 861-866
    • Castera, L.1    Pinzani, M.2
  • 33
    • 62549148602 scopus 로고    scopus 로고
    • Estimating Complex Multi-State Misclassification Rates for Biopsy-Measured Liver Fibrosis in Patients with Hepatitis C
    • Bacchetti P, Boylan R, (2009) Estimating Complex Multi-State Misclassification Rates for Biopsy-Measured Liver Fibrosis in Patients with Hepatitis C. Int J Biostat. 5: 5.
    • (2009) Int J Biostat , vol.5 , pp. 5
    • Bacchetti, P.1    Boylan, R.2
  • 34
    • 0036788277 scopus 로고    scopus 로고
    • Fas enhances fibrogenesis in the bile duct ligated mouse: a link between apoptosis and fibrosis
    • Canbay A, Higuchi H, Bronk SF, Taniai M, Sebo TJ, et al. (2002) Fas enhances fibrogenesis in the bile duct ligated mouse: a link between apoptosis and fibrosis. Gastroenterology 123: 1323-1330.
    • (2002) Gastroenterology , vol.123 , pp. 1323-1330
    • Canbay, A.1    Higuchi, H.2    Bronk, S.F.3    Taniai, M.4    Sebo, T.J.5
  • 35
    • 77956639421 scopus 로고    scopus 로고
    • Acute liver failure is associated with elevated liver stiffness and hepatic stellate cell activation
    • Dechêne A, Sowa J-P, Gieseler RK, Jochum C, Bechmann LP, et al. (2010) Acute liver failure is associated with elevated liver stiffness and hepatic stellate cell activation. Hepatology 52: 1008-1016.
    • (2010) Hepatology , vol.52 , pp. 1008-1016
    • Dechêne, A.1    Sowa, J.-P.2    Gieseler, R.K.3    Jochum, C.4    Bechmann, L.P.5
  • 36
    • 84890553950 scopus 로고    scopus 로고
    • Evaluation of the Liver Fibrosis Index calculated by using real-time tissue elastography for the non-invasive assessment of liver fibrosis in chronic liver diseases
    • Tomeno W, Yoneda M, Imajo K, Suzuki K, Ogawa Y, et al. (2012) Evaluation of the Liver Fibrosis Index calculated by using real-time tissue elastography for the non-invasive assessment of liver fibrosis in chronic liver diseases. Hepatol. Res.
    • (2012) Hepatol. Res
    • Tomeno, W.1    Yoneda, M.2    Imajo, K.3    Suzuki, K.4    Ogawa, Y.5


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