Literature DB >> 25620624

Reproducibility of MR-based liver fat quantification across field strength: Same-day comparison between 1.5T and 3T in obese subjects.

Nathan S Artz1, William M Haufe2, Catherine A Hooker2, Gavin Hamilton2, Tanya Wolfson3, Guilherme M Campos4, Anthony C Gamst3, Jeffrey B Schwimmer2,5,6, Claude B Sirlin2, Scott B Reeder1,7,8,9,10.   

Abstract

PURPOSE: To examine the reproducibility of quantitative magnetic resonance (MR) methods to estimate hepatic proton density fat-fraction (PDFF) at different magnetic field strengths.
MATERIALS AND METHODS: This Health Insurance Portability and Accountability Act (HIPAA)-compliant study was approved by the Institutional Review Board. Following informed consent, 25 severely obese subjects (mean body mass index [BMI]: 45 ± 4, range: 38-53 kg/m(2) ) were scanned at 1.5T and 3T on the same day. Two confounder-corrected multiecho chemical shift-encoded gradient-echo-based imaging methods were acquired to estimate PDFF over the entire liver: 3D complex-based (MRI-C) and 2D magnitude-based (MRI-M) MRI. Single-voxel MR spectroscopy (MRS) was performed in the right liver lobe. Using linear regression, pairwise comparisons of estimated PDFF were made between methods (MRI-C, MRI-M, MRS) at each field strength and for each method across field strengths.
RESULTS: 1.5T vs. 3T regression analyses for MRI-C, MRI-M, and MRS PDFF measurements yielded R(2) values of 0.99, 0.97, and 0.90, respectively. The best-fit line was near unity (slope(m) = 1, intercept(b) = 0), indicating excellent agreement for each case: MRI-C (m = 0.92 [0.87, 0.99], b = 1.4 [0.7, 1.8]); MRI-M (m = 1.0 [0.90, 1.08], b = -1.4 [-2.4, -0.5]); MRS (m = 0.98 [0.82, 1.15], b = 1.2 [-0.2, 3.0]). Comparing MRI-C and MRI-M yielded an R(2)  = 0.98 (m = 1.1 [1.02, 1.16], b = -1.8 [-2.8, -1.1]) at 1.5T, and R(2)  = 0.99 (m = 0.98 [0.93, 1.03], b = 1.2 [0.7, 1.7]) at 3T.
CONCLUSION: This study demonstrates that PDFF estimation is reproducible across field strengths and across two confounder-corrected MR-based methods.
© 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  chemical shift; fat quantification; liver; magnetic resonance imaging; obesity; proton density fat-fraction; reproducibility

Mesh:

Substances:

Year:  2015        PMID: 25620624      PMCID: PMC4803480          DOI: 10.1002/jmri.24842

Source DB:  PubMed          Journal:  J Magn Reson Imaging        ISSN: 1053-1807            Impact factor:   4.813


  34 in total

1.  Magnetic resonance spectroscopy to measure hepatic triglyceride content: prevalence of hepatic steatosis in the general population.

Authors:  Lidia S Szczepaniak; Pamela Nurenberg; David Leonard; Jeffrey D Browning; Jason S Reingold; Scott Grundy; Helen H Hobbs; Robert L Dobbins
Journal:  Am J Physiol Endocrinol Metab       Date:  2004-08-31       Impact factor: 4.310

2.  Fat quantification with IDEAL gradient echo imaging: correction of bias from T(1) and noise.

Authors:  Chia-Ying Liu; Charles A McKenzie; Huanzhou Yu; Jean H Brittain; Scott B Reeder
Journal:  Magn Reson Med       Date:  2007-08       Impact factor: 4.668

3.  Proton MR spectroscopy in quantitative in vivo determination of fat content in human liver steatosis.

Authors:  R Longo; P Pollesello; C Ricci; F Masutti; B J Kvam; L Bercich; L S Crocè; P Grigolato; S Paoletti; B de Bernard
Journal:  J Magn Reson Imaging       Date:  1995 May-Jun       Impact factor: 4.813

4.  Quantification of liver fat using magnetic resonance spectroscopy.

Authors:  C Thomsen; U Becker; K Winkler; P Christoffersen; M Jensen; O Henriksen
Journal:  Magn Reson Imaging       Date:  1994       Impact factor: 2.546

5.  Measurement of intracellular triglyceride stores by H spectroscopy: validation in vivo.

Authors:  L S Szczepaniak; E E Babcock; F Schick; R L Dobbins; A Garg; D K Burns; J D McGarry; D T Stein
Journal:  Am J Physiol       Date:  1999-05

6.  Prevalence of hepatic steatosis in an urban population in the United States: impact of ethnicity.

Authors:  Jeffrey D Browning; Lidia S Szczepaniak; Robert Dobbins; Pamela Nuremberg; Jay D Horton; Jonathan C Cohen; Scott M Grundy; Helen H Hobbs
Journal:  Hepatology       Date:  2004-12       Impact factor: 17.425

7.  Water-fat separation with IDEAL gradient-echo imaging.

Authors:  Scott B Reeder; Charles A McKenzie; Angel R Pineda; Huanzhou Yu; Ann Shimakawa; Anja C Brau; Brian A Hargreaves; Garry E Gold; Jean H Brittain
Journal:  J Magn Reson Imaging       Date:  2007-03       Impact factor: 4.813

8.  Long-term follow-up of patients with NAFLD and elevated liver enzymes.

Authors:  Mattias Ekstedt; Lennart E Franzén; Ulrik L Mathiesen; Lars Thorelius; Marika Holmqvist; Göran Bodemar; Stergios Kechagias
Journal:  Hepatology       Date:  2006-10       Impact factor: 17.425

9.  Sampling variability of liver biopsy in nonalcoholic fatty liver disease.

Authors:  Vlad Ratziu; Frédéric Charlotte; Agnès Heurtier; Sophie Gombert; Philippe Giral; Eric Bruckert; André Grimaldi; Frédérique Capron; Thierry Poynard
Journal:  Gastroenterology       Date:  2005-06       Impact factor: 22.682

10.  Effect of flip angle on the accuracy and repeatability of hepatic proton density fat fraction estimation by complex data-based, T1-independent, T2*-corrected, spectrum-modeled MRI.

Authors:  Benjamin L Johnson; Michael E Schroeder; Tanya Wolfson; Anthony C Gamst; Gavin Hamilton; Masoud Shiehmorteza; Rohit Loomba; Jeffrey B Schwimmer; Scott Reeder; Michael S Middleton; Claude B Sirlin
Journal:  J Magn Reson Imaging       Date:  2013-04-17       Impact factor: 4.813

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  37 in total

1.  Quantifying Abdominal Adipose Tissue and Thigh Muscle Volume and Hepatic Proton Density Fat Fraction: Repeatability and Accuracy of an MR Imaging-based, Semiautomated Analysis Method.

Authors:  Michael S Middleton; William Haufe; Jonathan Hooker; Magnus Borga; Olof Dahlqvist Leinhard; Thobias Romu; Patrik Tunón; Gavin Hamilton; Tanya Wolfson; Anthony Gamst; Rohit Loomba; Claude B Sirlin
Journal:  Radiology       Date:  2017-03-09       Impact factor: 11.105

2.  Quantification of liver fat in the presence of iron overload.

Authors:  Debra E Horng; Diego Hernando; Scott B Reeder
Journal:  J Magn Reson Imaging       Date:  2016-07-13       Impact factor: 4.813

3.  Accelerating multi-echo water-fat MRI with a joint locally low-rank and spatial sparsity-promoting reconstruction.

Authors:  Felix Lugauer; Dominik Nickel; Jens Wetzl; Berthold Kiefer; Joachim Hornegger; Andreas Maier
Journal:  MAGMA       Date:  2016-11-07       Impact factor: 2.310

Review 4.  Linearity, Bias, and Precision of Hepatic Proton Density Fat Fraction Measurements by Using MR Imaging: A Meta-Analysis.

Authors:  Takeshi Yokoo; Suraj D Serai; Ali Pirasteh; Mustafa R Bashir; Gavin Hamilton; Diego Hernando; Houchun H Hu; Holger Hetterich; Jens-Peter Kühn; Guido M Kukuk; Rohit Loomba; Michael S Middleton; Nancy A Obuchowski; Ji Soo Song; An Tang; Xinhuai Wu; Scott B Reeder; Claude B Sirlin
Journal:  Radiology       Date:  2017-09-11       Impact factor: 11.105

5.  Prevalence of Fatty Liver Disease and Hepatic Iron Overload in a Northeastern German Population by Using Quantitative MR Imaging.

Authors:  Jens-Peter Kühn; Peter Meffert; Christian Heske; Marie-Luise Kromrey; Carsten O Schmidt; Birger Mensel; Henry Völzke; Markus M Lerch; Diego Hernando; Julia Mayerle; Scott B Reeder
Journal:  Radiology       Date:  2017-05-05       Impact factor: 11.105

6.  Multisite, multivendor validation of the accuracy and reproducibility of proton-density fat-fraction quantification at 1.5T and 3T using a fat-water phantom.

Authors:  Diego Hernando; Samir D Sharma; Mounes Aliyari Ghasabeh; Bret D Alvis; Sandeep S Arora; Gavin Hamilton; Li Pan; Jean M Shaffer; Keitaro Sofue; Nikolaus M Szeverenyi; E Brian Welch; Qing Yuan; Mustafa R Bashir; Ihab R Kamel; Mark J Rice; Claude B Sirlin; Takeshi Yokoo; Scott B Reeder
Journal:  Magn Reson Med       Date:  2016-04-15       Impact factor: 4.668

7.  Noise properties of proton density fat fraction estimated using chemical shift-encoded MRI.

Authors:  Nathan T Roberts; Diego Hernando; James H Holmes; Curtis N Wiens; Scott B Reeder
Journal:  Magn Reson Med       Date:  2018-01-10       Impact factor: 4.668

8.  Diurnal Variation of Proton Density Fat Fraction in the Liver Using Quantitative Chemical Shift Encoded MRI.

Authors:  Timothy J Colgan; Andrew J Van Pay; Samir D Sharma; Lu Mao; Scott B Reeder
Journal:  J Magn Reson Imaging       Date:  2019-06-06       Impact factor: 4.813

Review 9.  Liver fat imaging-a clinical overview of ultrasound, CT, and MR imaging.

Authors:  Yingzhen N Zhang; Kathryn J Fowler; Gavin Hamilton; Jennifer Y Cui; Ethan Z Sy; Michelle Balanay; Jonathan C Hooker; Nikolaus Szeverenyi; Claude B Sirlin
Journal:  Br J Radiol       Date:  2018-06-06       Impact factor: 3.039

10.  Quantification of liver proton-density fat fraction in 7.1T preclinical MR systems: Impact of the fitting technique.

Authors:  Christoph Mahlke; Diego Hernando; Christina Jahn; Antonio Cigliano; Till Ittermann; Anne Mössler; Marie-Luise Kromrey; Grazyna Domaska; Scott B Reeder; Jens-Peter Kühn
Journal:  J Magn Reson Imaging       Date:  2016-05-19       Impact factor: 4.813

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