Yıl: 2021 Cilt: 27 Sayı: 1 Sayfa Aralığı: 7 - 14 Metin Dili: İngilizce DOI: 10.5152/dir.2020.19654 İndeks Tarihi: 27-06-2021

MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction

Öz:
PURPOSENonalcoholic fatty liver disease (NAFLD) can progress to liver cirrhosis and is predicted to become the most frequent indication for liver transplantation in the near future. Noninvasive assessment of NAFLD is important for diagnosis and patient management. This study aims to prospectively determine the liver stiffness and T1 and T2 values in patients with NAFLD and to compare the diagnostic performance of magnetic resonance elastography (MRE) and mapping techniques in relation to the proton density fat fraction (PDFF).METHODSEighty-three patients with NAFLD and 26 participants with normal livers were imaged with a 1.5 T scanner. PDFF measurements obtained from the multiecho Dixon technique were used to quantify the liver fat. MRE, native T1 mapping (modified Look-Locker inversion recovery [MOLLI] schemes 5(3)3, 3(3)3(3)5, and 3(2)3(2)5 and the B1-corrected variable flip angle [VFA] method), and T2 mapping values were correlated with PDFF. The diagnostic performance of MRE and the mapping techniques were analyzed and compared.RESULTST1 values measured with the MOLLI schemes and the B1-corrected VFA (p < 0.001), and the stiffness values from MRE (p = 0.047) were significantly higher in the NAFLD group. No significant difference was found between the groups in terms of T2 values (p = 0.127). In differentiation of the NAFLD and control groups, the B1-corrected VFA technique had slightly higher accuracy and area under the curve (AUC) than the MOLLI schemes. In the NAFLD group, there was a good correlation between the PDFF, MOLLI 3(3)3(3)5 and 3(2)3(2)5, and VFA T1 measurements (r=0.732; r=0.735; r=0.716, p < 0.001, respectively).CONCLUSIONLiver T1 mapping techniques have the potential to distinguish steatotic from nonsteatotic livers, and T1 values seem to have a strong correlation with the liver fat content.
Anahtar Kelime:

Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • 1. Estes C, Razavi H, Loomba R, Younossi Z, Sanyal AJ. Modeling the epidemic of nonalcoholic fatty liver disease demonstrates an exponential increase in burden of disease. Hepatology 2018; 67:123–133. [Crossref]
  • 2. Matteoni CA, Younossi ZM, Gramlich T, et al. Nonalcoholic fatty liver disease: a spectrum of clinical and pathological severity. Gastroenterology 1999; 116:1413–1419. [Crossref]
  • 3. Adams LA, Lymp JF, St Sauver J, et al. The natural history of nonalcoholic fatty liver disease: a population-based cohort study. Gastroenterology 2005; 129:113–121. [Crossref]
  • 4. Issa D, Patel V, Sanyal A. Future therapy for non‐alcoholic fatty liver disease. Liver Int 2018; 38:56–63. [Crossref]
  • 5. Chalasani N, Younossi Z, Lavine JE, et al. The diagnosis and management of nonalcoholic fatty liver disease: practice guidance from the American Association for the Study of Liver Diseases. Hepatology 2018; 67:328–357. [Crossref]
  • 6. Sumida Y, Nakajima A, Itoh Y. Limitations of liver biopsy and noninvasive diagnostic tests for the diagnosis of nonalcoholic fatty liver disease/nonalcoholic steatohepatitis. World J Gastroenterol 2014; 20:475–485. [Crossref]
  • 7. European Association for the Study of the Liver (EASL), European Association for the Study of Diabetes (EASD), European Association for the Study of Obesity (EASO). EASL-EASD-EASO clinical practice guidelines for the management of non-alcoholic fatty liver disease. J Hepatol 2016; 64:1388–1402. [Crossref]
  • 8. Chalasani N, Younossi Z, Lavine JE, et al. The diagnosis and management of non-alcoholic fatty liver disease: practice guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association. Hepatology 2012; 55:2005–2023. [Crossref]
  • 9. Reeder SB, Robson PM, Yu H, Shimakawa A, et al. Quantification of hepatic steatosis with MRI: the effects of accurate fat spectral modeling. J Magn Reson Imaging 2009; 29:1332–1339. [Crossref]
  • 10. Tang A, Tan J, Sun M, et al. Nonalcoholic fatty liver disease: MR imaging of liver proton density fat fraction to assess hepatic steatosis. Radiology 2013; 267:422–431. [Crossref]
  • 11. Bannas P, Kramer H, Hernando D, et al. Quantitative magnetic resonance imaging of hepatic steatosis: validation in ex vivo human livers. Hepatology 2015; 62:1444–1455. [Crossref]
  • 12. Bray TJ, Chouhan MD, Punwani S, Bainbridge A, Hall-Craggs MA. Fat fraction mapping using magnetic resonance imaging: insight into pathophysiology. Br J Radiol 2018; 91:20170344. [Crossref]
  • 13. Caussy C, Reeder SB, Sirlin CB, Loomba R. Noninvasive, quantitative assessment of liver fat by MRI-PDFF as an endpoint in NASH trials. Hepatology 2018; 68:763–772. [Crossref]
  • 14. Pavlides M, Banerjee R, Tunnicliffe EM, et al. Multiparametric magnetic resonance imaging for the assessment of non‐alcoholic fatty liver disease severity. Liver Int 2017; 37:1065–1073. [Crossref]
  • 15. Guimaraes AR, Siqueira L, Uppal R, et al. Quant Imaging Med Surg 2016; 6:103–114. [Crossref]
  • 16. Park C, Nguyen P, Hernandez C, et al. Magnetic resonance elastography vs transient elastography in detection of fibrosis and noninvasive measurement of steatosis in patients with biopsy‐proven nonalcoholic fatty liver disease. Gastroenterology 2017; 152:598–607. [Crossref]
  • 17. Imajo K, Kessoku T, Honda Y, et al. Magnetic resonance imaging more accurately classifies steatosis and fibrosis in patients with nonalcoholic fatty liver disease than transient elastography. Gastroenterology 2016; 150:626–637.[Crossref]
  • 18. Costa‐Silva L, Ferolla SM, Lima AS, Vidigal PVT, Ferrari TCA. MR elastography is effective for the non‐invasive evaluation of fibrosis and necroinflammatory activity in patients with nonalcoholic fatty liver disease. Eur J Radiol 2018; 98:82–89. [Crossref]
  • 19. Loomba R, Wolfson T, Ang B, et al. Magnetic resonance elastography predicts advanced fibrosis in patients with nonalcoholic fatty liver disease: a prospective study. Hepatology 2014; 60:1920–1928. [Crossref]
  • 20. Loomba R, Cui J, Wolfson T, et al. Novel 3D magnetic resonance elastography for the noninvasive diagnosis of advanced fibrosis in NAFLD: a prospective study. Am J Gastroenterol 2016; 111:986–994. [Crossref]
  • 21. Besutti G, Valenti L, Ligabue G, et al. Accuracy of imaging methods for steatohepatitis diagnosis in non-alcoholic fatty liver disease patients: A systematic review. Liver Int 2019; 39:1521–1534. [Crossref]
  • 22. McPherson S, Jonsson JR, Cowin GJ, et al. Magnetic resonance imaging and spectroscopy accurately estimate the severity of steatosis provided the stage of fibrosis is considered. J Hepatol 2009; 51:389–397. [Crossref]
  • 23. Puntmann VO, Carr-White G, Jabbour A, et al. International T1 Multicentre CMR Outcome Study. Native T1 and ECV of noninfarcted myocardium and outcome in patients with coronary artery disease. J Am Coll Cardiol 2018; 71:766–778. [Crossref]
  • 24. Piechnik SK, Ferreira VM, Dall’Armellina E, et al. Shortened modified look-locker inversion recovery (ShMOLLI) for clinical myocardial T1-mapping at 1.5 and 3 T within a 9 heartbeat breathhold. J Cardiovasc Magn Reson 2010; 12:69. [Crossref]
  • 25. Puntmann VO, Carr-White G, Jabbour A, et al. T1-mapping and outcome in nonischemic cardiomyopathy: all-cause mortality and heart failure. ACC Cardiovasc Imaging 2016; 9:40–50. [Crossref]
  • 26. Reeder SB, Cruite I, Hamilton G, Sirlin CB. Quantitative assessment of liver fat with Magnetic Resonance Imaging and Spectroscopy. J Magn Reson Imaging 2011; 34:729–749. [Crossref]
  • 27. Tang A, Desai A, Hamilton G, et al. Accuracy of MR imaging-estimated proton density fat fraction for classification of dichotomized histologic steatosis grades in nonalcoholic fatty liver disease. Radiology 2015; 274:416–425. [Crossref]
  • 28. Obmann VC, Mertineit N, Marx C, et al. Liver MR relaxometry at 3T - segmental normal T1 and T2* values in patients without focal or diffuse liver disease and in patients with increased liver fat and elevated liver stiffness. Sci Rep 2019; 30:8106. [Crossref]
  • 29. Mozes FE, Tunnicliffe EM, Pavlides M, Robson MD. Influence of fat on liver T1 measurements using modified Look-Locker inversion recovery (MOLLI) methods at 3T. J Magn Reson Imaging 2016; 44:105–111. [Crossref]
  • 30. Mozes FE, Tunnicliffe EM, Moolla A, et al. Mapping tissue water T1 in the liver using the MOLLI T1 method in the presence of fat, iron and B0 inhomogeneity. NMR Biomed 2019; 32:4030. [Crossref]
  • 31. Taylor AJ, Salerno M, Dharmakumar R, Jerosch-Herold M. T1 mapping: basic techniques and clinical applications. JACC Cardiovasc Imaging 2016; 9:67–81. [Crossref]
  • 32. Chen J, Talwalkar JA, Yin M, Glaser KJ, Sanderson SO, Ehman RL. Early detection of nonalcoholic steatohepatitis in patients with nonalcoholic fatty liver disease by using MRE. Radiology 2011; 259:749–756. [Crossref]
  • 33. Hardy T, McPherson S. Imaging-based assessment of steatosis, inflammation and fibrosis in NAFLD. Curr Hepatol Rep 2017; 16:298–307. [Crossref]
  • 34. Thiesson SB, Thompson RB, Chow K. Characterization of T1 bias from lipids in MOLLI and SASHA pulse sequences. JCMR 2015; 17:W10. [Crossref]
  • 35. Kellman P, Bandettini WP, Mancini C, Hammer-Hansen S, Hansen MS, Arai AE. Characterization of myocardial T1- mapping bias caused by intramyocardial fat in inversion recovery and saturation recovery techniques. J Cardiovasc Magn Reson 2015; 17:33. [Crossref]
  • 36. Chow AM, Gao DS, Fan SJ, et al. Measurement of liver T₁ and T₂ relaxation times in an experimental mouse model of liver fibrosis. J Magn Reson Imaging 2012; 36:152–158. [Crossref]
  • 37. Wilman H, Bachtiar V, Jacobs J, et al. Repeatability and reproducibility of multiparametric magnetic resonance imaging of the liver. J Hepatol 2018; 68:S562 (Abstract FRI-443). [Crossref]
  • 38. Kleiner DE, Brunt EM, Van Natta M, et al. Nonalcoholic steatohepatitis clinical research network. Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 2005; 41:1313–1321. [Crossref]
  • 39. Reiter G, Reiter C, Kräuter C, Fuchsjäger M, Reiter U. Cardiac magnetic resonance T1 mapping. Part 1: aspects of acquisition and evaluation. Eur J Radiol 2018; 109:223–234. [Crossref]
  • 40. Dekkers IA, Lamb HJ. Clinical application and technical considerations of T1 & T2(*) mapping in cardiac, liver, and renal imaging. Br J Radiol 2018; 91:20170825. [Crossref]
APA Erden A, Kuru Oz D, peker e, Kul M, OZALP ATES F, erden i, Idilman R (2021). MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. , 7 - 14. 10.5152/dir.2020.19654
Chicago Erden Ayşe,Kuru Oz Digdem,peker elif,Kul Melahat,OZALP ATES FUNDA SEHER,erden ilhan,Idilman Ramazan MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. (2021): 7 - 14. 10.5152/dir.2020.19654
MLA Erden Ayşe,Kuru Oz Digdem,peker elif,Kul Melahat,OZALP ATES FUNDA SEHER,erden ilhan,Idilman Ramazan MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. , 2021, ss.7 - 14. 10.5152/dir.2020.19654
AMA Erden A,Kuru Oz D,peker e,Kul M,OZALP ATES F,erden i,Idilman R MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. . 2021; 7 - 14. 10.5152/dir.2020.19654
Vancouver Erden A,Kuru Oz D,peker e,Kul M,OZALP ATES F,erden i,Idilman R MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. . 2021; 7 - 14. 10.5152/dir.2020.19654
IEEE Erden A,Kuru Oz D,peker e,Kul M,OZALP ATES F,erden i,Idilman R "MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction." , ss.7 - 14, 2021. 10.5152/dir.2020.19654
ISNAD Erden, Ayşe vd. "MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction". (2021), 7-14. https://doi.org/10.5152/dir.2020.19654
APA Erden A, Kuru Oz D, peker e, Kul M, OZALP ATES F, erden i, Idilman R (2021). MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. Diagnostic and Interventional Radiology, 27(1), 7 - 14. 10.5152/dir.2020.19654
Chicago Erden Ayşe,Kuru Oz Digdem,peker elif,Kul Melahat,OZALP ATES FUNDA SEHER,erden ilhan,Idilman Ramazan MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. Diagnostic and Interventional Radiology 27, no.1 (2021): 7 - 14. 10.5152/dir.2020.19654
MLA Erden Ayşe,Kuru Oz Digdem,peker elif,Kul Melahat,OZALP ATES FUNDA SEHER,erden ilhan,Idilman Ramazan MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. Diagnostic and Interventional Radiology, vol.27, no.1, 2021, ss.7 - 14. 10.5152/dir.2020.19654
AMA Erden A,Kuru Oz D,peker e,Kul M,OZALP ATES F,erden i,Idilman R MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. Diagnostic and Interventional Radiology. 2021; 27(1): 7 - 14. 10.5152/dir.2020.19654
Vancouver Erden A,Kuru Oz D,peker e,Kul M,OZALP ATES F,erden i,Idilman R MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction. Diagnostic and Interventional Radiology. 2021; 27(1): 7 - 14. 10.5152/dir.2020.19654
IEEE Erden A,Kuru Oz D,peker e,Kul M,OZALP ATES F,erden i,Idilman R "MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction." Diagnostic and Interventional Radiology, 27, ss.7 - 14, 2021. 10.5152/dir.2020.19654
ISNAD Erden, Ayşe vd. "MRI quantification techniques in fatty liver: the diagnostic performance of hepatic T1, T2, and stiffness measurements in relation to the proton density fat fraction". Diagnostic and Interventional Radiology 27/1 (2021), 7-14. https://doi.org/10.5152/dir.2020.19654