Diagnostic value of MRI-derived liver surface nodularity score for the non-invasive quantification of hepatic fibrosis in non-alcoholic fatty liver disease

被引:18
作者
Catania, Roberta [1 ]
Furlan, Alessandro [2 ]
Smith, Andrew D. [3 ]
Behari, Jaideep [4 ]
Tublin, Mitchell E. [1 ]
Borhani, Amir A. [1 ]
机构
[1] Univ Pittsburgh, Sch Med, Dept Radiol, Div Abdominal Imaging, Pittsburgh, PA 15260 USA
[2] Univ Pittsburgh, Sch Med, Div Abdominal Imaging, Pittsburgh, PA USA
[3] Univ Alabama Birmingham, Dept Radiol, Birmingham, AL USA
[4] Univ Pittsburgh, Sch Med, Div Gastroenterol Hepatol & Nutr, Pittsburgh, PA USA
关键词
Non-alcoholic fatty liver disease; Fibrosis; Liver cirrhosis; Magnetic resonance imaging; ELASTOGRAPHY;
D O I
10.1007/s00330-020-07114-y
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Objectives To assess the accuracy of MRI-derived liver surface nodularity (LSN) score for staging of hepatic fibrosis in patients with non-alcoholic fatty liver disease (NAFLD). Methods Forty-seven patients with clinicopathological diagnosis of NAFLD who underwent 1.5-T liver MRI within 12 months of liver biopsy were included. Axial non-contrast T1-weighted 3D GRE was used for image analysis. LSN of the left lobe was measured using a custom semiautomated software. Histopathologic analysis (F0-F4) served as the reference standard for staging of fibrosis. Mann-Whitney test and Spearman's correlation coefficient were used to compare LSN scores between different stages of fibrosis and to assess the correlation. Diagnostic performance of LSN score for detection of significant (F2-F4) and advanced (F3-F4) fibrosis was assessed by receiver operating characteristics (ROC) curve.pvalue of less than 0.05 was considered statistically significant different. Results Twenty-one subjects had advanced fibrosis. The LSN scores among different stages of fibrosis were significantly different (p < 0.001). The correlation between LSN score and stage of fibrosis was also strong (rho = 0.71;p < 0.001). The areas under ROC curves for detection of significant and advanced fibrosis were 0.80 (95% CI 0.66-0.95) and 0.86 (95% CI 0.75-0.97), using a threshold of 2.23 and 2.44, respectively. This method showed 81% sensitivity and 88% specificity for detection of advanced fibrosis. Conclusion MR-based LSN score is a promising non-invasive objective tool for detection of advanced fibrosis in patients with NAFLD.
引用
收藏
页码:256 / 263
页数:8
相关论文
共 18 条
  • [1] The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases
    Chalasani, Naga
    Younossi, Zobair
    Lavine, Joel E.
    Charlton, Michael
    Cusi, Kenneth
    Rinella, Mary
    Harrison, Stephen A.
    Brunt, Elizabeth M.
    Sanyal, Arun J.
    [J]. HEPATOLOGY, 2018, 67 (01) : 328 - 357
  • [2] Spectrum of imaging findings of the liver in end-stage cirrhosis: Part I, gross morphology and diffuse abnormalities
    Dodd, GD
    Baron, RL
    Oliver, JH
    Federle, MP
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 1999, 173 (04) : 1031 - 1036
  • [3] EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease
    European Association for the Study of the Liver
    [J]. DIABETOLOGIA, 2016, 59 (06) : 1121 - 1140
  • [4] Comparison of 2D Shear Wave Elastography, Transient Elastography, and MR Elastography for the Diagnosis of Fibrosis in Patients With Nonalcoholic Fatty Liver Disease
    Furlan, Alessandro
    Tublin, Mitchell E.
    Yu, Lan
    Chopra, Kapil B.
    Lippello, Anita
    Behari, Jaideep
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2020, 214 (01) : W20 - W26
  • [5] Ito Katsuyoshi, 2002, Magn Reson Imaging Clin N Am, V10, P75, DOI 10.1016/S1064-9689(03)00050-3
  • [6] Development of liver surface nodularity quantification program and its clinical application in nonalcoholic fatty liver disease
    Kim, Tae-Hoon
    Kim, Ji E. On
    Ryu, Jong-Hyun
    Jeong, Chang-Won
    [J]. SCIENTIFIC REPORTS, 2019, 9 (1)
  • [7] Design and validation of a histological scoring system for nonalcoholic fatty liver disease
    Kleiner, DE
    Brunt, EM
    Van Natta, M
    Behling, C
    Contos, MJ
    Cummings, OW
    Ferrell, LD
    Liu, YC
    Torbenson, MS
    Unalp-Arida, A
    Yeh, M
    McCullough, AJ
    Sanyal, AJ
    [J]. HEPATOLOGY, 2005, 41 (06) : 1313 - 1321
  • [8] Current status of imaging in nonalcoholic fatty liver disease
    Li, Qian
    Dhyani, Manish
    Grajo, Joseph R.
    Sirlin, Claude
    Samir, Anthony E.
    [J]. WORLD JOURNAL OF HEPATOLOGY, 2018, 10 (08) : 530 - 542
  • [9] Multidetector Computed Tomography for Retrospective, Noninvasive Staging of Liver Fibrosis
    Lubner, Meghan G.
    Pickhardt, Perry J.
    [J]. GASTROENTEROLOGY CLINICS OF NORTH AMERICA, 2018, 47 (03) : 569 - +
  • [10] Accuracy of liver surface nodularity quantification on MDCT for staging hepatic fibrosis in patients with hepatitis C virus
    Lubner, Meghan G.
    Jones, Daniel
    Said, Adnan
    Kloke, John
    Lee, Scott
    Pickhardt, Perry J.
    [J]. ABDOMINAL RADIOLOGY, 2018, 43 (11) : 2980 - 2986