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Erschienen in: European Radiology 8/2013

01.08.2013 | Gastrointestinal

Liver fat volume fraction quantification with fat and water T1 and T2* estimation and accounting for NMR multiple components in patients with chronic liver disease at 1.5 and 3.0 T

verfasst von: Benjamin Leporq, Hélène Ratiney, Frank Pilleul, Olivier Beuf

Erschienen in: European Radiology | Ausgabe 8/2013

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Abstract

Objective

To validate a magnitude-based method for fat volume fraction (FVF) quantification in the liver without any dominant component ambiguity problems and with the aim of transferring this method to any imaging system (clinical fields of 1.5 and 3.0 T).

Methods

MR imaging was performed at 1.5 and 3.0 T using a multiple-angle multiple-gradient echo sequence. A quantification algorithm correcting for relaxation time effects using a disjointed estimation of T1 and T2* of fat and water and accounting for the NMR spectrum of fat was developed. Validations were performed on fat–water emulsion at 1.5 and 3.0 T and compared with 1H-MRS. This was followed by a prospective in-vivo comparative study on 28 patients with chronic liver disease and included histology.

Results

Phantom study showed good agreement between MRI and MRS. MR-estimated FVF and histological results correlated strongly and FVF allowed the diagnosis of mild (cutoff = 5.5 %) and moderate steatosis (cutoff = 15.2 %) with a sensitivity/specificity of 100 %.

Conclusion

FVF calculation worked independently of the field strength. FVF may be a relevant biomarker for the clinical follow-up of patients (1) with or at risk of NAFLD (2) of steatosis in patients with other chronic liver diseases.

Key points

Non-invasive techniques to diagnose non-alcoholic fatty liver diseases (NAFLD) are important.
Liver fat volume fraction quantified using MRI correlates well with histology.
Fat volume fraction could be a relevant marker for NAFLD clinical follow-up.
Disjointed relaxation time estimation could potentially identify factors contributing to NAFLD.
Literatur
1.
Zurück zum Zitat Szczepaniak L, Nurenberg P, Leonard D et al (2005) Magnetic resonance spectroscopy to measure hepatic triglyceride content: prevalence of hepatic steatosis in the general population. Am J Physiol Endocrinol Metab 288:462–468CrossRef Szczepaniak L, Nurenberg P, Leonard D et al (2005) Magnetic resonance spectroscopy to measure hepatic triglyceride content: prevalence of hepatic steatosis in the general population. Am J Physiol Endocrinol Metab 288:462–468CrossRef
2.
Zurück zum Zitat Ratziu V, Bellentani S, Cortez-Pinto H et al (2010) A position statement on NAFLD/NASH based on the EASL 2009 special conference. J Hepatol 53:372–384PubMedCrossRef Ratziu V, Bellentani S, Cortez-Pinto H et al (2010) A position statement on NAFLD/NASH based on the EASL 2009 special conference. J Hepatol 53:372–384PubMedCrossRef
3.
Zurück zum Zitat Bedogni G, Miglioli L, Masutti F et al (2005) Prevalence of and risk factors for nonalcoholic fatty liver disease: the Dionysos nutrition and liver study. Hepatology 42:44–52PubMedCrossRef Bedogni G, Miglioli L, Masutti F et al (2005) Prevalence of and risk factors for nonalcoholic fatty liver disease: the Dionysos nutrition and liver study. Hepatology 42:44–52PubMedCrossRef
4.
Zurück zum Zitat Reilly JJ (2006) Diagnostic accuracy of the BMI for age in paediatrics. Int J Obes 30:595–597CrossRef Reilly JJ (2006) Diagnostic accuracy of the BMI for age in paediatrics. Int J Obes 30:595–597CrossRef
5.
Zurück zum Zitat Stamatakis E, Primatesta P, Chinn S, Rona R, Falascheti E (2005) Overweight and obesity trends from 1974 to 2003 in English children: what is the role of socioeconomic factors? Arch Dis Child 90:999–1004PubMedCrossRef Stamatakis E, Primatesta P, Chinn S, Rona R, Falascheti E (2005) Overweight and obesity trends from 1974 to 2003 in English children: what is the role of socioeconomic factors? Arch Dis Child 90:999–1004PubMedCrossRef
6.
Zurück zum Zitat Harrison SA, Neuschwander-Tetri BA (2004) Non alcoholic fatty liver disease and nonalcoholic steatohepatitis. Clin Liver Dis 8:861–879PubMedCrossRef Harrison SA, Neuschwander-Tetri BA (2004) Non alcoholic fatty liver disease and nonalcoholic steatohepatitis. Clin Liver Dis 8:861–879PubMedCrossRef
7.
Zurück zum Zitat Sanyal AJ, Banas C, Sargeant C et al (2006) Similarities and differences in outcomes of cirrhosis due to nonalcoholic steatohepatitis and hepatitis C. Hepatology 43:682–689PubMedCrossRef Sanyal AJ, Banas C, Sargeant C et al (2006) Similarities and differences in outcomes of cirrhosis due to nonalcoholic steatohepatitis and hepatitis C. Hepatology 43:682–689PubMedCrossRef
8.
Zurück zum Zitat Guzman G, Brunt EM, Petrovic LM et al (2008) Does nonalcoholic fatty liver disease predispose patients to hepatocellular carcinoma in the absence of cirrhosis? Arch Pathol Lab Med 132:1761–1766PubMed Guzman G, Brunt EM, Petrovic LM et al (2008) Does nonalcoholic fatty liver disease predispose patients to hepatocellular carcinoma in the absence of cirrhosis? Arch Pathol Lab Med 132:1761–1766PubMed
9.
Zurück zum Zitat Lok AS, Everhart JE, Chung RT et al (2009) Evolution of hepatic steatosis in patients with advanced hepatitis C: results from the hepatitis C antiviral long-term treatment against cirrhosis (HALT-C) trial. Hepatology 49:1828–1837PubMedCrossRef Lok AS, Everhart JE, Chung RT et al (2009) Evolution of hepatic steatosis in patients with advanced hepatitis C: results from the hepatitis C antiviral long-term treatment against cirrhosis (HALT-C) trial. Hepatology 49:1828–1837PubMedCrossRef
10.
Zurück zum Zitat Piccinino F, Sagnelli E, Pasquale G et al (1986) Complications following percutaneous liver biopsy: a multicentre retrospective study on 68,276 biopsies. J Hepatol 2:165–173PubMedCrossRef Piccinino F, Sagnelli E, Pasquale G et al (1986) Complications following percutaneous liver biopsy: a multicentre retrospective study on 68,276 biopsies. J Hepatol 2:165–173PubMedCrossRef
11.
Zurück zum Zitat Cadranel JF, Rufat P, Degos F et al (2000) Practices of liver biopsy in France: results of prospective nationwide survey. Hepatology 32:477–481PubMedCrossRef Cadranel JF, Rufat P, Degos F et al (2000) Practices of liver biopsy in France: results of prospective nationwide survey. Hepatology 32:477–481PubMedCrossRef
12.
Zurück zum Zitat Poniachik J, Bernstein DE, Reddy KR et al (1996) The role of laparoscopy in the diagnosis of cirrhosis. Gastrointest Endosc 43:568–571PubMedCrossRef Poniachik J, Bernstein DE, Reddy KR et al (1996) The role of laparoscopy in the diagnosis of cirrhosis. Gastrointest Endosc 43:568–571PubMedCrossRef
13.
Zurück zum Zitat Bedossa P, Dargere D, Paradis V (2003) Sampling variability of liver fibrosis in chronic hepatitis C. Hepatology 38:1449–1457PubMed Bedossa P, Dargere D, Paradis V (2003) Sampling variability of liver fibrosis in chronic hepatitis C. Hepatology 38:1449–1457PubMed
14.
Zurück zum Zitat El-Badry AM, Breitenstein S, Jochum W et al (2009) Assessment of hepatic steatosis by expert pathologists: the end of a gold standard. Ann Surg 250:691–697PubMedCrossRef El-Badry AM, Breitenstein S, Jochum W et al (2009) Assessment of hepatic steatosis by expert pathologists: the end of a gold standard. Ann Surg 250:691–697PubMedCrossRef
15.
Zurück zum Zitat Wong WF, Northrup SR, Herrick RC et al (1994) Quantification of lipid in biological tissue by chemical shift magnetic resonance imaging. Magn Reson Med 32:440–446PubMedCrossRef Wong WF, Northrup SR, Herrick RC et al (1994) Quantification of lipid in biological tissue by chemical shift magnetic resonance imaging. Magn Reson Med 32:440–446PubMedCrossRef
16.
Zurück zum Zitat Bohte AE, van Werven JR, Bipat S et al (2011) The diagnostic accuracy of US, CT, MRI and 1H MRS for the evaluation of hepatic steatosis compared with liver biopsy: a meta-analysis. Eur Radiol 21:87–97PubMedCrossRef Bohte AE, van Werven JR, Bipat S et al (2011) The diagnostic accuracy of US, CT, MRI and 1H MRS for the evaluation of hepatic steatosis compared with liver biopsy: a meta-analysis. Eur Radiol 21:87–97PubMedCrossRef
17.
Zurück zum Zitat Rinella ME, McCarthy R, Thakrar K et al (2003) Dual-echo, chemical shift gradient-echo magnetic resonance imaging to quantify hepatic steatosis: implications for living liver donation. Liver Transpl 9:851–856PubMedCrossRef Rinella ME, McCarthy R, Thakrar K et al (2003) Dual-echo, chemical shift gradient-echo magnetic resonance imaging to quantify hepatic steatosis: implications for living liver donation. Liver Transpl 9:851–856PubMedCrossRef
18.
Zurück zum Zitat Pacifico L, Celestre M, Anania et al (2007) MRI and ultrasound for hepatic fat quantification: relationships to clinical and metabolic characteristics of pediatric nonalcoholic fatty liver disease. Acta Paediatr 96:542–547PubMedCrossRef Pacifico L, Celestre M, Anania et al (2007) MRI and ultrasound for hepatic fat quantification: relationships to clinical and metabolic characteristics of pediatric nonalcoholic fatty liver disease. Acta Paediatr 96:542–547PubMedCrossRef
19.
Zurück zum Zitat Schuchmann S, Weigel C, Albrecht L et al (2007) Non-invasive quantification of hepatic fat fraction by fast 1.0, 1.5 and 3.0 T MR imaging. Eur J Radiol 62:416–422PubMedCrossRef Schuchmann S, Weigel C, Albrecht L et al (2007) Non-invasive quantification of hepatic fat fraction by fast 1.0, 1.5 and 3.0 T MR imaging. Eur J Radiol 62:416–422PubMedCrossRef
20.
Zurück zum Zitat Cowin GJ, Jonsson JR, Bauer JD et al (2008) Magnetic resonance imaging and spectroscopy for monitoring liver steatosis. J Magn Reson Imaging 28:937–945PubMedCrossRef Cowin GJ, Jonsson JR, Bauer JD et al (2008) Magnetic resonance imaging and spectroscopy for monitoring liver steatosis. J Magn Reson Imaging 28:937–945PubMedCrossRef
21.
Zurück zum Zitat Borra RJ, Salo S, Dean K et al (2009) Nonalcoholic fatty liver disease: rapid evaluation of liver fat content with in-phase and out-of-phase MR imaging. Radiology 250:130–136PubMedCrossRef Borra RJ, Salo S, Dean K et al (2009) Nonalcoholic fatty liver disease: rapid evaluation of liver fat content with in-phase and out-of-phase MR imaging. Radiology 250:130–136PubMedCrossRef
22.
Zurück zum Zitat Mennesson N, Dumortier J, Hervieu V et al (2009) Liver steatosis quantification using magnetic resonance imaging: a prospective comparative study with liver biopsy. J Comput Assist Tomogr 672–677 Mennesson N, Dumortier J, Hervieu V et al (2009) Liver steatosis quantification using magnetic resonance imaging: a prospective comparative study with liver biopsy. J Comput Assist Tomogr 672–677
23.
Zurück zum Zitat Leporq B, Ratiney H, Cavassila S et al (2010) Fat content quantification errors using multiple gradient echo imaging: a phantom and simulation study. ISMRM-ESMRMB Joint Annual Meeting proceedings Leporq B, Ratiney H, Cavassila S et al (2010) Fat content quantification errors using multiple gradient echo imaging: a phantom and simulation study. ISMRM-ESMRMB Joint Annual Meeting proceedings
24.
Zurück zum Zitat Guiu B, Petit JM, Loffroy R et al (2009) Quantification of liver fat content: comparison of triple-echo chemical shift gradient-echo imaging and in vivo proton MR spectroscopy. Radiology 250:95–102PubMedCrossRef Guiu B, Petit JM, Loffroy R et al (2009) Quantification of liver fat content: comparison of triple-echo chemical shift gradient-echo imaging and in vivo proton MR spectroscopy. Radiology 250:95–102PubMedCrossRef
25.
Zurück zum Zitat Hussain HK, Chenevert TL, Londy FJ et al (2005) Hepatic fat fraction: MR imaging for quantitative measurement and display—early experience. Radiology 237:1048–1055PubMedCrossRef Hussain HK, Chenevert TL, Londy FJ et al (2005) Hepatic fat fraction: MR imaging for quantitative measurement and display—early experience. Radiology 237:1048–1055PubMedCrossRef
26.
Zurück zum Zitat Bydder M, Yokoo T, Hamilton G et al (2008) Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 26:347–359PubMedCrossRef Bydder M, Yokoo T, Hamilton G et al (2008) Relaxation effects in the quantification of fat using gradient echo imaging. Magn Reson Imaging 26:347–359PubMedCrossRef
27.
Zurück zum Zitat Yokoo T, Bydder M, Hamilton G et al (2009) Nonalcoholic fatty liver disease: diagnostic and fat-grading accuracy of low-flip-angle multi-echo gradient-recalled-echo MR imaging at 1.5 T. Radiology 251:67–76PubMedCrossRef Yokoo T, Bydder M, Hamilton G et al (2009) Nonalcoholic fatty liver disease: diagnostic and fat-grading accuracy of low-flip-angle multi-echo gradient-recalled-echo MR imaging at 1.5 T. Radiology 251:67–76PubMedCrossRef
28.
Zurück zum Zitat Yu H, Shimakawa A, McKenzie CA et al (2008) Multi-echo water-fat separation and simultaneous R2* estimation with multi-frequency fat spectrum modeling. Magn Reson Med 60:1122–1134PubMedCrossRef Yu H, Shimakawa A, McKenzie CA et al (2008) Multi-echo water-fat separation and simultaneous R2* estimation with multi-frequency fat spectrum modeling. Magn Reson Med 60:1122–1134PubMedCrossRef
29.
Zurück zum Zitat Yu H, Shimakawa A, Hines CD et al (2011) Combination of complex-based and magnitude-based multi-echo water-fat separation for accurate quantification of fat-fraction. Magn Reson Med 66:199–206PubMedCrossRef Yu H, Shimakawa A, Hines CD et al (2011) Combination of complex-based and magnitude-based multi-echo water-fat separation for accurate quantification of fat-fraction. Magn Reson Med 66:199–206PubMedCrossRef
30.
Zurück zum Zitat Meisamy S, Hines C, Hamilton G, et al. Quantification of hepatic steatosis using T1 independent, T2* corrected MRI with spectral modeling of fat: a blinded comparison with MR spectroscopy. Radiology 258:767–775 Meisamy S, Hines C, Hamilton G, et al. Quantification of hepatic steatosis using T1 independent, T2* corrected MRI with spectral modeling of fat: a blinded comparison with MR spectroscopy. Radiology 258:767–775
31.
Zurück zum Zitat Hines C, Frydrychowicz A, Hamilton G et al (2011) T1 independent, T2* corrected chemical shift based fat-water separation with multi-peak fat spectral modeling is an accurate and precise measure of hepatic steatosis. J Magn Reson Imaging 33:873–881PubMedCrossRef Hines C, Frydrychowicz A, Hamilton G et al (2011) T1 independent, T2* corrected chemical shift based fat-water separation with multi-peak fat spectral modeling is an accurate and precise measure of hepatic steatosis. J Magn Reson Imaging 33:873–881PubMedCrossRef
32.
Zurück zum Zitat Hamilton G, Yokoo T, Bydder M et al (2011) In vivo characterization of the liver fat 1H MR spectrum. NMR Biomed 24:784–790PubMedCrossRef Hamilton G, Yokoo T, Bydder M et al (2011) In vivo characterization of the liver fat 1H MR spectrum. NMR Biomed 24:784–790PubMedCrossRef
33.
Zurück zum Zitat Reeder SB, Hines CD, Yu H et al (2009) On the definition of fat-fraction for in vivo fat quantification with magnetic resonance imaging. ISMRM proceedings Reeder SB, Hines CD, Yu H et al (2009) On the definition of fat-fraction for in vivo fat quantification with magnetic resonance imaging. ISMRM proceedings
34.
Zurück zum Zitat Ratiney H, Bucur A, Sdika M et al (2008) Effective Voigt model estimation using multiple random starting values and parameter bounds settings for in vivo hepatic 1H Magnetic Resonance Spectroscopy data. IEEE International Symposium on Biomedical Imaging proceedings Ratiney H, Bucur A, Sdika M et al (2008) Effective Voigt model estimation using multiple random starting values and parameter bounds settings for in vivo hepatic 1H Magnetic Resonance Spectroscopy data. IEEE International Symposium on Biomedical Imaging proceedings
35.
Zurück zum Zitat French METAVIR Cooperative Study Group (1994) Intraobserver and interobserver variations in liver biopsies in patients with chronic hepatitis C. Hepatology 20:15–20CrossRef French METAVIR Cooperative Study Group (1994) Intraobserver and interobserver variations in liver biopsies in patients with chronic hepatitis C. Hepatology 20:15–20CrossRef
36.
Zurück zum Zitat Brunt EM, Janney CG, Di Bisceglie AM et al (1999) Nonalcoholic steatohepatitis: a proposal for grading and staging the histological lesions. Am J Gastroenterol 94:2467–2474PubMedCrossRef Brunt EM, Janney CG, Di Bisceglie AM et al (1999) Nonalcoholic steatohepatitis: a proposal for grading and staging the histological lesions. Am J Gastroenterol 94:2467–2474PubMedCrossRef
37.
Zurück zum Zitat De Bazelaire CM, Duhamel GD, Rofsky NM et al (2004) MR imaging relaxation times of abdominal and pelvic tissues measured in vivo at 3.0 T: preliminary results. Radiology 230:652–659PubMedCrossRef De Bazelaire CM, Duhamel GD, Rofsky NM et al (2004) MR imaging relaxation times of abdominal and pelvic tissues measured in vivo at 3.0 T: preliminary results. Radiology 230:652–659PubMedCrossRef
38.
Zurück zum Zitat Heye T, Yang SR, Bock M et al (2012) MR relaxometry of the liver: significant elevation of T1 relaxation time in patients with liver cirrhosis. Eur Radiol 22:1224–1232PubMedCrossRef Heye T, Yang SR, Bock M et al (2012) MR relaxometry of the liver: significant elevation of T1 relaxation time in patients with liver cirrhosis. Eur Radiol 22:1224–1232PubMedCrossRef
39.
Zurück zum Zitat Sirlin CB, Reeder SB (2010) Magnetic resonance imaging quantification of liver iron. Magn Reson Imaging Clin N Am 18:359–381PubMedCrossRef Sirlin CB, Reeder SB (2010) Magnetic resonance imaging quantification of liver iron. Magn Reson Imaging Clin N Am 18:359–381PubMedCrossRef
40.
Zurück zum Zitat Reeder SB, Cruite I, Hamilton G et al (2011) Quantitative assessment of liver fat with magnetic resonance imaging and spectroscopy. J Magn Reson Imaging 33:873–881PubMedCrossRef Reeder SB, Cruite I, Hamilton G et al (2011) Quantitative assessment of liver fat with magnetic resonance imaging and spectroscopy. J Magn Reson Imaging 33:873–881PubMedCrossRef
41.
Zurück zum Zitat Thomsen C, Christoffersen P, Henriksen O, Juhl E (1990) Prolonged T1 in patients with liver cirrhosis: an in vivo MRI study. Magn Reson Imaging 8:599–604PubMedCrossRef Thomsen C, Christoffersen P, Henriksen O, Juhl E (1990) Prolonged T1 in patients with liver cirrhosis: an in vivo MRI study. Magn Reson Imaging 8:599–604PubMedCrossRef
42.
Zurück zum Zitat Wood JC, Enriquez C, Ghugre N et al (2005) MRI R2 and R2* mapping accurately estimates hepatic iron concentration in transfusion-dependent thalassemia and sickle cell disease patients. Blood 106:1460–1465PubMedCrossRef Wood JC, Enriquez C, Ghugre N et al (2005) MRI R2 and R2* mapping accurately estimates hepatic iron concentration in transfusion-dependent thalassemia and sickle cell disease patients. Blood 106:1460–1465PubMedCrossRef
43.
Zurück zum Zitat Bonkovsky HL, Jawaid Q, Tortorelli K et al (1999) Non-alcoholic steatohepatitis and iron: increased prevalence of mutations of the HFE gene in non-alcoholic steatohepatitis. J Hepatol 3:421–429CrossRef Bonkovsky HL, Jawaid Q, Tortorelli K et al (1999) Non-alcoholic steatohepatitis and iron: increased prevalence of mutations of the HFE gene in non-alcoholic steatohepatitis. J Hepatol 3:421–429CrossRef
44.
Zurück zum Zitat Stark DD, Bass NM, Moss AA et al (1983) Nuclear magnetic resonance imaging of experimentally induced liver disease. Radiology 148:743–751PubMed Stark DD, Bass NM, Moss AA et al (1983) Nuclear magnetic resonance imaging of experimentally induced liver disease. Radiology 148:743–751PubMed
Metadaten
Titel
Liver fat volume fraction quantification with fat and water T1 and T2* estimation and accounting for NMR multiple components in patients with chronic liver disease at 1.5 and 3.0 T
verfasst von
Benjamin Leporq
Hélène Ratiney
Frank Pilleul
Olivier Beuf
Publikationsdatum
01.08.2013
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 8/2013
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-013-2826-x

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