Quantification of Hepatic Steatosis with T1-independent, T2-corrected MR Imaging with Spectral Modeling of Fat: Blinded Comparison with MR Spectroscopy

To prospectively compare an investigational version of a complex-based chemical shift-based fat fraction magnetic resonance (MR) imaging method with MR spectroscopy for the quantification of hepatic steatosis. This study was approved by the institutional review board and was HIPAA compliant. Written...

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Veröffentlicht in:Radiology 2011-03, Vol.258 (3), p.767-775
Hauptverfasser: MEISAMY, Sina, HINES, Catherine D. G, HAMILTON, Gavin, SIRLIN, Claude B, MCKENZIE, Charles A, HUANZHOU YU, BRITTAIN, Jean H, REEDER, Scott B
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container_issue 3
container_start_page 767
container_title Radiology
container_volume 258
creator MEISAMY, Sina
HINES, Catherine D. G
HAMILTON, Gavin
SIRLIN, Claude B
MCKENZIE, Charles A
HUANZHOU YU
BRITTAIN, Jean H
REEDER, Scott B
description To prospectively compare an investigational version of a complex-based chemical shift-based fat fraction magnetic resonance (MR) imaging method with MR spectroscopy for the quantification of hepatic steatosis. This study was approved by the institutional review board and was HIPAA compliant. Written informed consent was obtained before all studies. Fifty-five patients (31 women, 24 men; age range, 24-71 years) were prospectively imaged at 1.5 T with quantitative MR imaging and single-voxel MR spectroscopy, each within a single breath hold. The effects of T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction on fat quantification with MR imaging were investigated by reconstructing fat fraction images from the same source data with different combinations of error correction. Single-voxel T2-corrected MR spectroscopy was used to measure fat fraction and served as the reference standard. All MR spectroscopy data were postprocessed at a separate institution by an MR physicist who was blinded to MR imaging results. Fat fractions measured with MR imaging and MR spectroscopy were compared statistically to determine the correlation (r(2)), and the slope and intercept as measures of agreement between MR imaging and MR spectroscopy fat fraction measurements, to determine whether MR imaging can help quantify fat, and examine the importance of T2 correction, spectral modeling of fat, and eddy current correction. Two-sided t tests (significance level, P = .05) were used to determine whether estimated slopes and intercepts were significantly different from 1.0 and 0.0, respectively. Sensitivity and specificity for the classification of clinically significant steatosis were evaluated. Overall, there was excellent correlation between MR imaging and MR spectroscopy for all reconstruction combinations. However, agreement was only achieved when T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction were used (r(2) = 0.99; slope ± standard deviation = 1.00 ± 0.01, P = .77; intercept ± standard deviation = 0.2% ± 0.1, P = .19). T1-independent chemical shift-based water-fat separation MR imaging methods can accurately quantify fat over the entire liver, by using MR spectroscopy as the reference standard, when T2 correction, spectral modeling of fat, and eddy current correction methods are used.
doi_str_mv 10.1148/radiol.10100708
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G ; HAMILTON, Gavin ; SIRLIN, Claude B ; MCKENZIE, Charles A ; HUANZHOU YU ; BRITTAIN, Jean H ; REEDER, Scott B</creator><creatorcontrib>MEISAMY, Sina ; HINES, Catherine D. G ; HAMILTON, Gavin ; SIRLIN, Claude B ; MCKENZIE, Charles A ; HUANZHOU YU ; BRITTAIN, Jean H ; REEDER, Scott B</creatorcontrib><description>To prospectively compare an investigational version of a complex-based chemical shift-based fat fraction magnetic resonance (MR) imaging method with MR spectroscopy for the quantification of hepatic steatosis. This study was approved by the institutional review board and was HIPAA compliant. Written informed consent was obtained before all studies. Fifty-five patients (31 women, 24 men; age range, 24-71 years) were prospectively imaged at 1.5 T with quantitative MR imaging and single-voxel MR spectroscopy, each within a single breath hold. The effects of T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction on fat quantification with MR imaging were investigated by reconstructing fat fraction images from the same source data with different combinations of error correction. Single-voxel T2-corrected MR spectroscopy was used to measure fat fraction and served as the reference standard. All MR spectroscopy data were postprocessed at a separate institution by an MR physicist who was blinded to MR imaging results. Fat fractions measured with MR imaging and MR spectroscopy were compared statistically to determine the correlation (r(2)), and the slope and intercept as measures of agreement between MR imaging and MR spectroscopy fat fraction measurements, to determine whether MR imaging can help quantify fat, and examine the importance of T2 correction, spectral modeling of fat, and eddy current correction. Two-sided t tests (significance level, P = .05) were used to determine whether estimated slopes and intercepts were significantly different from 1.0 and 0.0, respectively. Sensitivity and specificity for the classification of clinically significant steatosis were evaluated. Overall, there was excellent correlation between MR imaging and MR spectroscopy for all reconstruction combinations. However, agreement was only achieved when T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction were used (r(2) = 0.99; slope ± standard deviation = 1.00 ± 0.01, P = .77; intercept ± standard deviation = 0.2% ± 0.1, P = .19). T1-independent chemical shift-based water-fat separation MR imaging methods can accurately quantify fat over the entire liver, by using MR spectroscopy as the reference standard, when T2 correction, spectral modeling of fat, and eddy current correction methods are used.</description><identifier>ISSN: 0033-8419</identifier><identifier>EISSN: 1527-1315</identifier><identifier>DOI: 10.1148/radiol.10100708</identifier><identifier>PMID: 21248233</identifier><identifier>CODEN: RADLAX</identifier><language>eng</language><publisher>Oak Brook, IL: Radiological Society of North America</publisher><subject>Adolescent ; Adult ; Aged ; Biological and medical sciences ; Fatty Liver - diagnosis ; Fatty Liver - metabolism ; Female ; Gastroenterology. Liver. Pancreas. Abdomen ; Humans ; Image Interpretation, Computer-Assisted ; Liver. Biliary tract. Portal circulation. Exocrine pancreas ; Magnetic Resonance Imaging - methods ; Magnetic Resonance Spectroscopy - methods ; Male ; Medical sciences ; Original Research ; Other diseases. 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Fifty-five patients (31 women, 24 men; age range, 24-71 years) were prospectively imaged at 1.5 T with quantitative MR imaging and single-voxel MR spectroscopy, each within a single breath hold. The effects of T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction on fat quantification with MR imaging were investigated by reconstructing fat fraction images from the same source data with different combinations of error correction. Single-voxel T2-corrected MR spectroscopy was used to measure fat fraction and served as the reference standard. All MR spectroscopy data were postprocessed at a separate institution by an MR physicist who was blinded to MR imaging results. Fat fractions measured with MR imaging and MR spectroscopy were compared statistically to determine the correlation (r(2)), and the slope and intercept as measures of agreement between MR imaging and MR spectroscopy fat fraction measurements, to determine whether MR imaging can help quantify fat, and examine the importance of T2 correction, spectral modeling of fat, and eddy current correction. Two-sided t tests (significance level, P = .05) were used to determine whether estimated slopes and intercepts were significantly different from 1.0 and 0.0, respectively. Sensitivity and specificity for the classification of clinically significant steatosis were evaluated. Overall, there was excellent correlation between MR imaging and MR spectroscopy for all reconstruction combinations. However, agreement was only achieved when T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction were used (r(2) = 0.99; slope ± standard deviation = 1.00 ± 0.01, P = .77; intercept ± standard deviation = 0.2% ± 0.1, P = .19). T1-independent chemical shift-based water-fat separation MR imaging methods can accurately quantify fat over the entire liver, by using MR spectroscopy as the reference standard, when T2 correction, spectral modeling of fat, and eddy current correction methods are used.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Aged</subject><subject>Biological and medical sciences</subject><subject>Fatty Liver - diagnosis</subject><subject>Fatty Liver - metabolism</subject><subject>Female</subject><subject>Gastroenterology. Liver. Pancreas. Abdomen</subject><subject>Humans</subject><subject>Image Interpretation, Computer-Assisted</subject><subject>Liver. Biliary tract. Portal circulation. Exocrine pancreas</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Magnetic Resonance Spectroscopy - methods</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Original Research</subject><subject>Other diseases. 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However, agreement was only achieved when T2 correction, spectral modeling of fat, and magnitude fitting for eddy current correction were used (r(2) = 0.99; slope ± standard deviation = 1.00 ± 0.01, P = .77; intercept ± standard deviation = 0.2% ± 0.1, P = .19). T1-independent chemical shift-based water-fat separation MR imaging methods can accurately quantify fat over the entire liver, by using MR spectroscopy as the reference standard, when T2 correction, spectral modeling of fat, and eddy current correction methods are used.</abstract><cop>Oak Brook, IL</cop><pub>Radiological Society of North America</pub><pmid>21248233</pmid><doi>10.1148/radiol.10100708</doi><tpages>9</tpages><oa>free_for_read</oa></addata></record>
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source MEDLINE; EZB-FREE-00999 freely available EZB journals; Alma/SFX Local Collection
subjects Adolescent
Adult
Aged
Biological and medical sciences
Fatty Liver - diagnosis
Fatty Liver - metabolism
Female
Gastroenterology. Liver. Pancreas. Abdomen
Humans
Image Interpretation, Computer-Assisted
Liver. Biliary tract. Portal circulation. Exocrine pancreas
Magnetic Resonance Imaging - methods
Magnetic Resonance Spectroscopy - methods
Male
Medical sciences
Original Research
Other diseases. Semiology
Prospective Studies
Sensitivity and Specificity
Triglycerides - metabolism
title Quantification of Hepatic Steatosis with T1-independent, T2-corrected MR Imaging with Spectral Modeling of Fat: Blinded Comparison with MR Spectroscopy
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