Performance of the SteatoTest, ActiTest, NashTest and FibroTest in a multiethnic cohort of patients with type 2 diabetes mellitus

被引:67
作者
Bril, Fernando [1 ,2 ]
McPhaul, Michael J. [3 ]
Caulfield, Michael P. [3 ]
Castille, Jean-Marie [4 ]
Poynard, Thierry [4 ]
Soldevila-Pico, Consuelo [5 ]
Clark, Virginia C. [5 ]
Firpi-Morell, Roberto J. [5 ]
Lai, Jinping [6 ]
Cusi, Kenneth [1 ,2 ]
机构
[1] Univ Florida, Div Endocrinol Diabet & Metab, Gainesville, FL 32610 USA
[2] Quest Diagnost Nichols Inst, Malcom Randall Vet Adm, Med Ctr, Gainesville, FL USA
[3] Quest Diagnost Nichols Inst, San Juan Capistrano, CA USA
[4] Biopredictive, Paris, France
[5] Univ Florida, Gastroenterol Hepatol & Nutr, Gainesville, FL USA
[6] Univ Florida, Dept Pathol Immunol & Lab Med, Gainesville, FL USA
关键词
FATTY LIVER-DISEASE; NONALCOHOLIC STEATOHEPATITIS; BIOCHEMICAL MARKERS; SCORING SYSTEM; FIBROSIS; RISK; ASSOCIATION; PREDICTION; STEATOSIS; POPULATION;
D O I
10.1136/jim-2018-000864
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Fibromax is a diagnostic tool composed of the combination of 4 non-invasive biomarker panels for the diagnosis of steatosis (SteatoTest), necrosis and inflammation (ActiTest and NashTest-2) and fibrosis (FibroTest). The purpose of this study was to assess the performance of these biomarker panels in patients with type 2 diabetes mellitus (T2DM). All patients underwent routine labs, a 75 g oral glucose tolerance test, a liver proton magnetic resonance spectroscopy (H-1-MRS) to measure intrahepatic triglyceride content, and a percutaneous liver biopsy to establish the diagnosis of non-alcoholic steatohepatitis (NASH) and to grade and stage the disease in those patients with non-alcoholic fatty liver disease (NAFLD) by H-1-MRS. For determination of the scores, plasma samples were blindly provided to establish the SteatoTest, ActiTest, NashTest-2 and FibroTest scores. A total of 220 patients with T2DM were included in this study. When the ability of the SteatoTest to identify patients with T2DM with NAFLD by H-1-MRS was assessed, the overall performance expressed as the area under the receiver operating characteristic curve was 0.73 (95% CI 0.65 to 0.81). The performance of the ActiTest and NashTest-2 to diagnose definite NASH among patients with T2DM was 0.70 (95% CI 0.63 to 0.77) and 0.69 (95% CI 0.62 to 0.76), respectively. Regarding the FibroTest score, its performance to identify patients with moderate or advanced fibrosis was 0.67 (95% CI 0.58 to 0.76) and 0.72 (95% CI 0.61 to 0.83), respectively. Noninvasive panels for the diagnosis of steatosis, NASH and/or fibrosis, which were developed and validated in non-diabetic cohorts, underperformed when applied to a large cohort of patients with T2DM. Results from non-diabetic populations should not be extrapolated to patients with T2DM.
引用
收藏
页码:303 / 311
页数:9
相关论文
共 39 条
[1]   Combined Effect of Nonalcoholic Fatty Liver Disease and Impaired Fasting Glucose on the Development of Type 2 Diabetes A 4-year retrospective longitudinal study [J].
Bae, Ji Cheol ;
Rhee, Eun Jung ;
Lee, Won Young ;
Park, Se Eun ;
Park, Cheol Young ;
Oh, Ki Won ;
Park, Sung Woo ;
Kim, Sun Woo .
DIABETES CARE, 2011, 34 (03) :727-729
[2]   Clinical Model for NASH and Advanced Fibrosis in Adult Patients With Diabetes and NAFLD: Guidelines for Referral in NAFLD [J].
Bazick, Jessica ;
Donithan, Michele ;
Neuschwander-Tetri, Brent A. ;
Kleiner, David ;
Brunt, Elizabeth M. ;
Wilson, Laura ;
Doo, Ed ;
Lavine, Joel ;
Tonascia, James ;
Loomba, Rohit .
DIABETES CARE, 2015, 38 (07) :1347-1355
[3]   Histopathological algorithm and scoring system for evaluation of liver lesions in morbidly obese patients [J].
Bedossa, Pierre ;
Poitou, Christine ;
Veyrie, Nicolas ;
Bouillot, Jean-Luc ;
Basdevant, Arnaud ;
Paradis, Valerie ;
Tordjman, Joan ;
Clement, Karine .
HEPATOLOGY, 2012, 56 (05) :1751-1759
[4]   Diabetes impacts prediction of cirrhosis and prognosis by non-invasive fibrosis models in non-alcoholic fatty liver disease [J].
Bertot, Luis C. ;
Jeffrey, Gary P. ;
de Boer, Bastiaan ;
MacQuillan, Gerry ;
Garas, George ;
Chin, Justin ;
Huang, Yi ;
Adams, Leon A. .
LIVER INTERNATIONAL, 2018, 38 (10) :1793-1802
[5]   Response to Pioglitazone in Patients With Nonalcoholic Steatohepatitis With vs Without Type 2 Diabetes [J].
Bril, Fernando ;
Kalavalapalli, Srilaxmi ;
Clark, Virginia C. ;
Lomonaco, Romina ;
Soldevila-Pico, Consuelo ;
Liu, I-Chia ;
Orsak, Beverly ;
Tio, Fermin ;
Cusi, Kenneth .
CLINICAL GASTROENTEROLOGY AND HEPATOLOGY, 2018, 16 (04) :558-+
[6]   Use of a metabolomic approach to non-invasively diagnose non-alcoholic fatty liver disease in patients with type 2 diabetes mellitus [J].
Bril, Fernando ;
Millan, Laura ;
Kalavalapalli, Srilaxmi ;
McPhaul, Michael J. ;
Caulfield, Michael P. ;
Martinez-Arranz, Ibon ;
Alonso, Cristina ;
Betes, Pablo Ortiz ;
Mato, Jose M. ;
Cusi, Kenneth .
DIABETES OBESITY & METABOLISM, 2018, 20 (07) :1702-1709
[7]   Clinical and Histologic Characterization of Nonalcoholic Steatohepatitis in African American Patients [J].
Bril, Fernando ;
Portillo-Sanchez, Paola ;
Liu, I-Chia ;
Kalavalapalli, Srilaxmi ;
Dayton, Kristin ;
Cusi, Kenneth .
DIABETES CARE, 2018, 41 (01) :187-192
[8]  
Bril F, 2017, HEPATOLOGY, V65, P1132, DOI [10.1002/hep.2, 10.1002/hep.28985]
[9]   Management of Nonalcoholic Fatty Liver Disease in Patients With Type 2 Diabetes: A Call to Action [J].
Bril, Fernando ;
Cusi, Kenneth .
DIABETES CARE, 2017, 40 (03) :419-430
[10]   Clinical value of liver ultrasound for the diagnosis of nonalcoholic fatty liver disease in overweight and obese patients [J].
Bril, Fernando ;
Ortiz-Lopez, Carolina ;
Lomonaco, Romina ;
Orsak, Beverly ;
Freckleton, Michael ;
Chintapalli, Kedar ;
Hardies, Jean ;
Lai, Song ;
Solano, Felipe ;
Tio, Fermin ;
Cusi, Kenneth .
LIVER INTERNATIONAL, 2015, 35 (09) :2139-2146