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Erschienen in: European Radiology 5/2018

13.12.2017 | Hepatobiliary-Pancreas

Validation of goose liver fat measurement by QCT and CSE-MRI with biochemical extraction and pathology as reference

verfasst von: Li Xu, Yangyang Duanmu, Glen M. Blake, Chenxin Zhang, Yong Zhang, Keenan Brown, Xiaoqi Wang, Peng Wang, Xingang Zhou, Manling Zhang, Chao Wang, Zhe Guo, Giuseppe Guglielmi, Xiaoguang Cheng

Erschienen in: European Radiology | Ausgabe 5/2018

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Abstract

Objectives

This study aimed to validate the accuracy and reliability of quantitative computed tomography (QCT) and chemical shift encoded magnetic resonance imaging (CSE-MRI) to assess hepatic steatosis.

Methods

Twenty-two geese with a wide range of hepatic steatosis were collected. After QCT and CSE-MRI examinations, the liver of each goose was removed and samples were taken from the left lobe, upper and lower half of the right lobe for biochemical measurement and histology. Fat percentages by QCT and proton density fat fraction by MRI (MRI-PDFF) were measured within the sample regions of biochemical measurement and histology. The accuracy of QCT and MR measurements were assessed through Spearman correlation coefficients (r) and Passing and Bablok regression equations using biochemical measurement as the "gold standard".

Results

Both QCT and MRI correlated highly with chemical extraction [r = 0.922 (p < 0.001) and r = 0.949 (p < 0.001) respectively]. Chemically extracted triglyceride was accurately predicted by both QCT liver fat percentages (Y = 0.6 + 0.866 × X) and by MRI-PDFF (Y = -1.8 + 0.773 × X).

Conclusions

QCT and CSE-MRI measurements of goose liver fat were accurate and reliable compared with biochemical measurement.

Key Points

QCT and CSE-MRI can measure liver fat content accurately and reliably
Histological grading of hepatic steatosis has larger sampling variability
QCT and CSE-MRI have potential in the clinical setting
Literatur
1.
Zurück zum Zitat Bedogni G, Miglioli L, Masutti F, Tiribelli C, Marchesini G, Bellentani S (2005) Prevalence of and risk factors for nonalcoholic fatty liver disease: the Dionysos nutrition and liver study. Hepatology 42:44–52CrossRefPubMed Bedogni G, Miglioli L, Masutti F, Tiribelli C, Marchesini G, Bellentani S (2005) Prevalence of and risk factors for nonalcoholic fatty liver disease: the Dionysos nutrition and liver study. Hepatology 42:44–52CrossRefPubMed
2.
Zurück zum Zitat Vernon G, Baranova A, Younossi ZM (2011) Systematic review: the epidemiology and natural history of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in adults. Aliment Pharmacol Ther 34:274–285CrossRefPubMed Vernon G, Baranova A, Younossi ZM (2011) Systematic review: the epidemiology and natural history of non-alcoholic fatty liver disease and non-alcoholic steatohepatitis in adults. Aliment Pharmacol Ther 34:274–285CrossRefPubMed
3.
Zurück zum Zitat Williams CD, Stengel J, Asike MI, Torres DM, Shaw J, Contreras M, Landt CL et al (2011) Prevalence of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis among a largely middle-aged population utilizing ultrasound and liver biopsy: a prospective study. Gastroenterology 140:124–131CrossRefPubMed Williams CD, Stengel J, Asike MI, Torres DM, Shaw J, Contreras M, Landt CL et al (2011) Prevalence of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis among a largely middle-aged population utilizing ultrasound and liver biopsy: a prospective study. Gastroenterology 140:124–131CrossRefPubMed
4.
Zurück zum Zitat Chalasani N, Younossi Z, Lavine JE, Diehl AM, Brunt EM, Cusi K, Charlton M et al (2012) 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 55:2005–2023CrossRefPubMed Chalasani N, Younossi Z, Lavine JE, Diehl AM, Brunt EM, Cusi K, Charlton M et al (2012) 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 55:2005–2023CrossRefPubMed
5.
Zurück zum Zitat Ong JP, Younossi ZM (2007) Epidemiology and natural history of NAFLD and NASH. Clin Liver Dis 11:1–16CrossRefPubMed Ong JP, Younossi ZM (2007) Epidemiology and natural history of NAFLD and NASH. Clin Liver Dis 11:1–16CrossRefPubMed
6.
Zurück zum Zitat Sass DA, Chang P, Chopra KB (2005) Nonalcoholic fatty liver disease: a clinical review. Dig Dis Sci 50:171–180CrossRefPubMed Sass DA, Chang P, Chopra KB (2005) Nonalcoholic fatty liver disease: a clinical review. Dig Dis Sci 50:171–180CrossRefPubMed
7.
Zurück zum Zitat Brunt EM, Janney CG, Di Bisceglie AM, Neuschwander-Tetri BA, Bacon BR (1999) Nonalcoholic steatohepatitis: a proposal for grading and staging the histological. Am J Gastroenterol 94:2467–2474CrossRefPubMed Brunt EM, Janney CG, Di Bisceglie AM, Neuschwander-Tetri BA, Bacon BR (1999) Nonalcoholic steatohepatitis: a proposal for grading and staging the histological. Am J Gastroenterol 94:2467–2474CrossRefPubMed
8.
Zurück zum Zitat Ratziu V, Charlotte F, Heurtier A, Gombert S, Giral P, Bruckert E, Grimaldi A et al (2005) Sampling variability of liver biopsy in nonalcoholic fatty liver disease. Gastroenterology 128:1898–1906CrossRefPubMed Ratziu V, Charlotte F, Heurtier A, Gombert S, Giral P, Bruckert E, Grimaldi A et al (2005) Sampling variability of liver biopsy in nonalcoholic fatty liver disease. Gastroenterology 128:1898–1906CrossRefPubMed
9.
Zurück zum Zitat Bedossa P, Dargere D, Paradis V (2003) Sampling variability of liver fibrosis in chronic hepatitis C. Hepatology 38:1449–1457CrossRefPubMed Bedossa P, Dargere D, Paradis V (2003) Sampling variability of liver fibrosis in chronic hepatitis C. Hepatology 38:1449–1457CrossRefPubMed
10.
Zurück zum Zitat El-Badry AM, Breitenstein S, Jochum W, Washington K, Paradis V, Rubbia-Brandt L, Puhan MA et al (2009) Assessment of hepatic steatosis by expert pathologists: the end of a gold standard. Ann Surg 250:691–697CrossRefPubMed El-Badry AM, Breitenstein S, Jochum W, Washington K, Paradis V, Rubbia-Brandt L, Puhan MA et al (2009) Assessment of hepatic steatosis by expert pathologists: the end of a gold standard. Ann Surg 250:691–697CrossRefPubMed
11.
Zurück zum Zitat Kleiner DE, Brunt EM, Van Natta M, Behling C, Contos MJ, Cummings OW, Ferrell LD et al (2005) Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 41:1313–1321CrossRefPubMed Kleiner DE, Brunt EM, Van Natta M, Behling C, Contos MJ, Cummings OW, Ferrell LD et al (2005) Design and validation of a histological scoring system for nonalcoholic fatty liver disease. Hepatology 41:1313–1321CrossRefPubMed
13.
Zurück zum Zitat Lee SS, Park SH, Kim HJ, Kim SY, Kim MY, Kim DY, Suh DJ et al (2010) Non-invasive assessment of hepatic steatosis: prospective comparison of the accuracy of imaging examinations. J Hepatol 52:579–585CrossRefPubMed Lee SS, Park SH, Kim HJ, Kim SY, Kim MY, Kim DY, Suh DJ et al (2010) Non-invasive assessment of hepatic steatosis: prospective comparison of the accuracy of imaging examinations. J Hepatol 52:579–585CrossRefPubMed
14.
Zurück zum Zitat Park SH, Kim PN, Kim KW, Lee SW, Yoon SE, Park SW, Ha HK et al (2006) Macrovesicular hepatic steatosis in living liver donors: use of CT for quantitative and qualitative assessment. Radiology 239:105–112CrossRefPubMed Park SH, Kim PN, Kim KW, Lee SW, Yoon SE, Park SW, Ha HK et al (2006) Macrovesicular hepatic steatosis in living liver donors: use of CT for quantitative and qualitative assessment. Radiology 239:105–112CrossRefPubMed
15.
Zurück zum Zitat Park YS, Park SH, Lee SS, Kim DY, Shin YM, Lee W, Lee SG et al (2011) Biopsy-proven nonsteatotic liver in adults: estimation of reference range for difference in attenuation between the liver and the spleen at nonenhanced CT. Radiology 258:760–766CrossRefPubMed Park YS, Park SH, Lee SS, Kim DY, Shin YM, Lee W, Lee SG et al (2011) Biopsy-proven nonsteatotic liver in adults: estimation of reference range for difference in attenuation between the liver and the spleen at nonenhanced CT. Radiology 258:760–766CrossRefPubMed
16.
Zurück zum Zitat Cann CE, Genant HK (1980) Precise measurement of vertebral mineral content using computed tomography. J Comput Assist Tomogr 4:493–500CrossRefPubMed Cann CE, Genant HK (1980) Precise measurement of vertebral mineral content using computed tomography. J Comput Assist Tomogr 4:493–500CrossRefPubMed
17.
Zurück zum Zitat Kalender WA, Felsenberg D, Genant HK, Fischer M, Dequeker J, Reeve J (1995) The European spine phantom—a tool for standardization and quality control in spine bone mineral measurements by DXA and QCT. Eur J Radiol 20:83–92CrossRefPubMed Kalender WA, Felsenberg D, Genant HK, Fischer M, Dequeker J, Reeve J (1995) The European spine phantom—a tool for standardization and quality control in spine bone mineral measurements by DXA and QCT. Eur J Radiol 20:83–92CrossRefPubMed
18.
Zurück zum Zitat Cheng XG, Blake GM, Brown JK, Guo Z, Zhou J, Wang FZ, Yang LQ et al (2017) The measurement of liver fat from single-energy quantitative computed tomography scans. Quant Imaging Med Surg 7:281–291CrossRefPubMedPubMedCentral Cheng XG, Blake GM, Brown JK, Guo Z, Zhou J, Wang FZ, Yang LQ et al (2017) The measurement of liver fat from single-energy quantitative computed tomography scans. Quant Imaging Med Surg 7:281–291CrossRefPubMedPubMedCentral
19.
Zurück zum Zitat Nagy TR, Johnson MS (2004) Measurement of body and liver fat in small animals using peripheral quantitative computed tomography. Int J Body Compos Res 1:155–160PubMedPubMedCentral Nagy TR, Johnson MS (2004) Measurement of body and liver fat in small animals using peripheral quantitative computed tomography. Int J Body Compos Res 1:155–160PubMedPubMedCentral
20.
Zurück zum Zitat Bohte AE, Van Werven JR, Bipat S, Stoker J (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 21:87–97CrossRefPubMed Bohte AE, Van Werven JR, Bipat S, Stoker J (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 21:87–97CrossRefPubMed
21.
Zurück zum Zitat Reeder SB, Cruite I, Hamilton G, Sirlin CB (2011) Quantitative assessment of liver fat with magnetic resonance imaging and spectroscopy. J Magn Reson Imaging 34:729–749CrossRefPubMed Reeder SB, Cruite I, Hamilton G, Sirlin CB (2011) Quantitative assessment of liver fat with magnetic resonance imaging and spectroscopy. J Magn Reson Imaging 34:729–749CrossRefPubMed
22.
Zurück zum Zitat Banerjee R, Pavlides M, Tunnicliffe EM, Piechnik SK, Sarania N, Philips R, Collier JD et al (2014) Multiparametric magnetic resonance for the non-invasive diagnosis of liver disease. J Hepatol 60:69–77CrossRefPubMedPubMedCentral Banerjee R, Pavlides M, Tunnicliffe EM, Piechnik SK, Sarania N, Philips R, Collier JD et al (2014) Multiparametric magnetic resonance for the non-invasive diagnosis of liver disease. J Hepatol 60:69–77CrossRefPubMedPubMedCentral
23.
Zurück zum Zitat Pereira K, Salsamendi J, Casillas J (2015) The global nonalcoholic fatty liver disease epidemic: what a radiologist needs to know. J Clin Imaging Sci 5:32CrossRefPubMedPubMedCentral Pereira K, Salsamendi J, Casillas J (2015) The global nonalcoholic fatty liver disease epidemic: what a radiologist needs to know. J Clin Imaging Sci 5:32CrossRefPubMedPubMedCentral
24.
Zurück zum Zitat Berglund J, Ahlstrom H, Johansson L, Kullberg J (2011) Two-point Dixon method with flexible echo times. Magn Reson Med 65:994–1004CrossRefPubMed Berglund J, Ahlstrom H, Johansson L, Kullberg J (2011) Two-point Dixon method with flexible echo times. Magn Reson Med 65:994–1004CrossRefPubMed
25.
Zurück zum Zitat Eggers H, Brendel B, Duijndam A, Herigault G (2011) Dual-echo Dixon imaging with flexible choice of echo times. Magn Reson Med 65:96–107CrossRefPubMed Eggers H, Brendel B, Duijndam A, Herigault G (2011) Dual-echo Dixon imaging with flexible choice of echo times. Magn Reson Med 65:96–107CrossRefPubMed
26.
Zurück zum Zitat Idilman IS, Aniktar H, Idilman R, Kabacam G, Savas B, Elhan A, Celik A et al (2013) Hepatic steatosis: quantification by proton density fat fraction with MR imaging versus liver biopsy. Radiology 267:767–775CrossRefPubMed Idilman IS, Aniktar H, Idilman R, Kabacam G, Savas B, Elhan A, Celik A et al (2013) Hepatic steatosis: quantification by proton density fat fraction with MR imaging versus liver biopsy. Radiology 267:767–775CrossRefPubMed
28.
Zurück zum Zitat Eggers H, Perkins TG, Hussain SM (2011) Influence of spectral model and signal decay on hepatic fat fraction measurements a 3 T with dual-echo Dixon imaging. Proc Int Soc Magn Reson Med 19:573 Eggers H, Perkins TG, Hussain SM (2011) Influence of spectral model and signal decay on hepatic fat fraction measurements a 3 T with dual-echo Dixon imaging. Proc Int Soc Magn Reson Med 19:573
29.
Zurück zum Zitat Yu H, Shimakawa A, McKenzie CA, Brodsky E, Brittain JH, Reeder SB (2008) Multiecho water-fat separation and simultaneous R2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 60:1122–1134CrossRefPubMedPubMedCentral Yu H, Shimakawa A, McKenzie CA, Brodsky E, Brittain JH, Reeder SB (2008) Multiecho water-fat separation and simultaneous R2* estimation with multifrequency fat spectrum modeling. Magn Reson Med 60:1122–1134CrossRefPubMedPubMedCentral
30.
Zurück zum Zitat Kukuk GM, Hittatiya K, Sprinkart AM, Eggers H, Gieseke J, Block W, Moeller P et al (2015) Comparison between modified Dixon MRI techniques, MR spectroscopic relaxometry, and different histologic quantification methods in the assessment of hepatic steatosis. Eur Radiol 25:2869–2879CrossRefPubMed Kukuk GM, Hittatiya K, Sprinkart AM, Eggers H, Gieseke J, Block W, Moeller P et al (2015) Comparison between modified Dixon MRI techniques, MR spectroscopic relaxometry, and different histologic quantification methods in the assessment of hepatic steatosis. Eur Radiol 25:2869–2879CrossRefPubMed
31.
Zurück zum Zitat Noble JJ, Keevil SF, Totman J, Charles-Edwards GD (2014) In vitro and in vivo comparison of two-, three- and four-point Dixon techniques for clinical intramuscular fat quantification at 3 T. Br J Radiol 87:20130761CrossRefPubMedPubMedCentral Noble JJ, Keevil SF, Totman J, Charles-Edwards GD (2014) In vitro and in vivo comparison of two-, three- and four-point Dixon techniques for clinical intramuscular fat quantification at 3 T. Br J Radiol 87:20130761CrossRefPubMedPubMedCentral
32.
Zurück zum Zitat Livingstone RS, Begovatz P, Kahl S, Nowotny B, Strassburger K, Giani G, Bunke J et al (2014) Initial clinical application of modified Dixon with flexible echo times: hepatic and pancreatic fat assessments in comparison with (1)H MRS. Magn Reso Mater Phy 27:397–405CrossRef Livingstone RS, Begovatz P, Kahl S, Nowotny B, Strassburger K, Giani G, Bunke J et al (2014) Initial clinical application of modified Dixon with flexible echo times: hepatic and pancreatic fat assessments in comparison with (1)H MRS. Magn Reso Mater Phy 27:397–405CrossRef
33.
Zurück zum Zitat Artz NS, Hines CDG, Brunner ST, Agni RM, Kuhn JP, Roldan-Alzate A, Chen GH et al (2012) Quantification of hepatic steatosis with dual-energy computed tomography: Comparison with tissue reference standards and quantitative magnetic resonance imaging in the ob/ob mouse. Invest Radiol 47:603–610CrossRefPubMedPubMedCentral Artz NS, Hines CDG, Brunner ST, Agni RM, Kuhn JP, Roldan-Alzate A, Chen GH et al (2012) Quantification of hepatic steatosis with dual-energy computed tomography: Comparison with tissue reference standards and quantitative magnetic resonance imaging in the ob/ob mouse. Invest Radiol 47:603–610CrossRefPubMedPubMedCentral
34.
Zurück zum Zitat Kramer H, Pickhardt PJ, Kliewer MA, Hernando D, Chen GH, Zagzebski JA, Reeder SB (2017) Accuracy of liver fat quantification with advanced CT, MRI, and Ultrasound techniques: prospective comparison with MR spectroscopy. AJR Am J Roentgenol 208:92–100CrossRefPubMed Kramer H, Pickhardt PJ, Kliewer MA, Hernando D, Chen GH, Zagzebski JA, Reeder SB (2017) Accuracy of liver fat quantification with advanced CT, MRI, and Ultrasound techniques: prospective comparison with MR spectroscopy. AJR Am J Roentgenol 208:92–100CrossRefPubMed
35.
Zurück zum Zitat Liu CY, McKenzie CA, Yu H, Brittain JH, Reeder SB (2007) Fat quantification with IDEAL gradient echo imaging: correction of bias from T(1) and noise. Magn Reson Med 58:354–364CrossRefPubMed Liu CY, McKenzie CA, Yu H, Brittain JH, Reeder SB (2007) Fat quantification with IDEAL gradient echo imaging: correction of bias from T(1) and noise. Magn Reson Med 58:354–364CrossRefPubMed
36.
Zurück zum Zitat Yu H, McKenzie CA, Shimakawa A, Vu AT, Brau AC, Beatty PJ, Pineda AR et al (2007) Multiecho reconstruction for simultaneous water-fat decomposition and T2* estimation. J Magn Reson Imaging 26:1153–1161CrossRefPubMed Yu H, McKenzie CA, Shimakawa A, Vu AT, Brau AC, Beatty PJ, Pineda AR et al (2007) Multiecho reconstruction for simultaneous water-fat decomposition and T2* estimation. J Magn Reson Imaging 26:1153–1161CrossRefPubMed
37.
Zurück zum Zitat Lu W, Yu H, Shimakawa A, Alley M, Reeder SB, Hargreaves BA (2008) Water-fat separation with bipolar multiecho sequences. Magn Reson Med 60:198–209CrossRefPubMed Lu W, Yu H, Shimakawa A, Alley M, Reeder SB, Hargreaves BA (2008) Water-fat separation with bipolar multiecho sequences. Magn Reson Med 60:198–209CrossRefPubMed
38.
Zurück zum Zitat Wu CS, He JH, Guo XD, Luo HY, Ye JR, Huang JF, Wu YL et al (2008) Meat and meat products—determination of total fat content (GB/T 9695.7-2008). General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, Beijing, pp 1–3 Wu CS, He JH, Guo XD, Luo HY, Ye JR, Huang JF, Wu YL et al (2008) Meat and meat products—determination of total fat content (GB/T 9695.7-2008). General Administration of Quality Supervision, Inspection and Quarantine of the People’s Republic of China, Beijing, pp 1–3
39.
Zurück zum Zitat Heymsfield SB, Lohman TG, Wang ZM, Going SB (2005) Human body composition, 2nd edn. Human Kinetics Publishers, Champaign Appendix Heymsfield SB, Lohman TG, Wang ZM, Going SB (2005) Human body composition, 2nd edn. Human Kinetics Publishers, Champaign Appendix
40.
Zurück zum Zitat Schwimmer JB, Behling C, Newbury R, Deutsch R, Nievergelt C, Schork NJ, Lavine JE (2005) Histopathology of pediatric nonalcoholic fatty liver disease. Hepatology 42:641–649CrossRefPubMed Schwimmer JB, Behling C, Newbury R, Deutsch R, Nievergelt C, Schork NJ, Lavine JE (2005) Histopathology of pediatric nonalcoholic fatty liver disease. Hepatology 42:641–649CrossRefPubMed
41.
Zurück zum Zitat Lubura M, Hesse D, Neumann N, Scherneck S, Wiedmer P, Schurmann A (2012) Non-invasive quantification of white and brown adipose tissues and liver fat content by computed tomography in mice. PLoS One 7:e37026CrossRefPubMedPubMedCentral Lubura M, Hesse D, Neumann N, Scherneck S, Wiedmer P, Schurmann A (2012) Non-invasive quantification of white and brown adipose tissues and liver fat content by computed tomography in mice. PLoS One 7:e37026CrossRefPubMedPubMedCentral
42.
Zurück zum Zitat Shores NJ, Link K, Fernandez A, Geisinger KR, Davis M, Nguyen T, Sawyer J et al (2011) Non-contrasted computed tomography for the accurate measurement of liver steatosis in obese patients. Dig Dis Sci 56:2145–2151CrossRefPubMedPubMedCentral Shores NJ, Link K, Fernandez A, Geisinger KR, Davis M, Nguyen T, Sawyer J et al (2011) Non-contrasted computed tomography for the accurate measurement of liver steatosis in obese patients. Dig Dis Sci 56:2145–2151CrossRefPubMedPubMedCentral
43.
Zurück zum Zitat Wang Y, Guo Z, Li D, Zhao HZ, Liu QH, Yu AH, Zhao YW et al (2012) Low-dose radiation in lumbar bone mineral density measurement by QCT. Chin J Osteoporos 18:992–995 Wang Y, Guo Z, Li D, Zhao HZ, Liu QH, Yu AH, Zhao YW et al (2012) Low-dose radiation in lumbar bone mineral density measurement by QCT. Chin J Osteoporos 18:992–995
44.
Zurück zum Zitat Wang L, Wang W, Xu L, Cheng XG, Ma YM, Liu D, Guo Z et al (2013) Relation of visceral and subcutaneous adipose tissue to bone mineral density in Chinese women. Int J Endocrinol 2013:378632PubMedPubMedCentral Wang L, Wang W, Xu L, Cheng XG, Ma YM, Liu D, Guo Z et al (2013) Relation of visceral and subcutaneous adipose tissue to bone mineral density in Chinese women. Int J Endocrinol 2013:378632PubMedPubMedCentral
45.
Zurück zum Zitat Runge JH, Bakker PJ, Gaemers IC, Verheij J, Hakvoort TB, Ottenhoff R, Nederveen AJ et al (2014) Measuring liver triglyceride content in mice: non-invasive magnetic resonance methods as an alternative to histopathology. MAGMA 27:317–327CrossRefPubMed Runge JH, Bakker PJ, Gaemers IC, Verheij J, Hakvoort TB, Ottenhoff R, Nederveen AJ et al (2014) Measuring liver triglyceride content in mice: non-invasive magnetic resonance methods as an alternative to histopathology. MAGMA 27:317–327CrossRefPubMed
46.
Zurück zum Zitat Hijona E, Sanchez-Gonzalez J, Alustiza JM, Hijona L, Arenas J, Garcia E, Rojas N et al (2012) Accurate fat fraction quantification by multiecho gradient-recalled-echo magnetic resonance at 1.5 T in rats with nonalcoholic fatty liver disease. Eur J Radiol 81:1122–1127CrossRefPubMed Hijona E, Sanchez-Gonzalez J, Alustiza JM, Hijona L, Arenas J, Garcia E, Rojas N et al (2012) Accurate fat fraction quantification by multiecho gradient-recalled-echo magnetic resonance at 1.5 T in rats with nonalcoholic fatty liver disease. Eur J Radiol 81:1122–1127CrossRefPubMed
47.
Zurück zum Zitat Hines CDG, Yu HZ, Shimakawa A, McKenzie CA, Warner TF, Brittain JH, Reeder SB (2010) Quantification of hepatic steatosis with 3T MR imaging: Validation in ob/ob mice. Radiology 254:119–128CrossRefPubMed Hines CDG, Yu HZ, Shimakawa A, McKenzie CA, Warner TF, Brittain JH, Reeder SB (2010) Quantification of hepatic steatosis with 3T MR imaging: Validation in ob/ob mice. Radiology 254:119–128CrossRefPubMed
48.
Zurück zum Zitat Bannas P, Kramer H, Hernando D, Agni R, Cunningham AM, Mandal R, Motosugi U et al (2015) Quantitative MR imaging of hepatic steatosis: validation in ex vivo human livers. Hepatology 62:1444–1455CrossRefPubMedPubMedCentral Bannas P, Kramer H, Hernando D, Agni R, Cunningham AM, Mandal R, Motosugi U et al (2015) Quantitative MR imaging of hepatic steatosis: validation in ex vivo human livers. Hepatology 62:1444–1455CrossRefPubMedPubMedCentral
Metadaten
Titel
Validation of goose liver fat measurement by QCT and CSE-MRI with biochemical extraction and pathology as reference
verfasst von
Li Xu
Yangyang Duanmu
Glen M. Blake
Chenxin Zhang
Yong Zhang
Keenan Brown
Xiaoqi Wang
Peng Wang
Xingang Zhou
Manling Zhang
Chao Wang
Zhe Guo
Giuseppe Guglielmi
Xiaoguang Cheng
Publikationsdatum
13.12.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
European Radiology / Ausgabe 5/2018
Print ISSN: 0938-7994
Elektronische ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-017-5189-x

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