Noninvasive quantitation of human liver steatosis using magnetic resonance and bioassay methods
The purpose was to evaluate the ability of three magnetic resonance (MR) techniques to detect liver steatosis and to determine which noninvasive technique (MR, bioassays) or combination of techniques is optimal for the quantification of hepatic fat using histopathology as a reference. Twenty patient...
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Published in | European radiology Vol. 19; no. 8; pp. 2033 - 2040 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Berlin/Heidelberg
Springer-Verlag
01.08.2009
Springer Nature B.V |
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Abstract | The purpose was to evaluate the ability of three magnetic resonance (MR) techniques to detect liver steatosis and to determine which noninvasive technique (MR, bioassays) or combination of techniques is optimal for the quantification of hepatic fat using histopathology as a reference. Twenty patients with histopathologically proven steatosis and 24 control subjects underwent single-voxel proton MR spectroscopy (MRS; 3 voxels), dual-echo in phase/out of phase MR imaging (DEI) and diffusion-weighted MR imaging (DWI) examinations of the liver. Blood or urine bioassays were also performed for steatosis patients. Both MRS and DEI data allowed to detect steatosis with a high sensitivity (0.95 for MRS; 1 for DEI) and specificity (1 for MRS; 0.875 for DEI) but not DWI. Strong correlations were found between fat fraction (FF) measured by MRS, DEI and histopathology segmentation as well as with low density lipoprotein (LDL) and cholesterol concentrations. A Bland-Altman analysis showed a good agreement between the FF measured by MRS and DEI. Partial correlation analyses failed to improve the correlation with segmentation FF when MRS or DEI data were combined with bioassay results. Therefore, FF from MRS or DEI appear to be the best parameters to both detect steatosis and accurately quantify fat liver noninvasively. |
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AbstractList | The purpose was to evaluate the ability of three magnetic resonance (MR) techniques to detect liver steatosis and to determine which noninvasive technique (MR, bioassays) or combination of techniques is optimal for the quantification of hepatic fat using histopathology as a reference. Twenty patients with histopathologically proven steatosis and 24 control subjects underwent single-voxel proton MR spectroscopy (MRS; 3 voxels), dual-echo in phase/out of phase MR imaging (DEI) and diffusion-weighted MR imaging (DWI) examinations of the liver. Blood or urine bioassays were also performed for steatosis patients. Both MRS and DEI data allowed to detect steatosis with a high sensitivity (0.95 for MRS; 1 for DEI) and specificity (1 for MRS; 0.875 for DEI) but not DWI. Strong correlations were found between fat fraction (FF) measured by MRS, DEI and histopathology segmentation as well as with low density lipoprotein (LDL) and cholesterol concentrations. A Bland-Altman analysis showed a good agreement between the FF measured by MRS and DEI. Partial correlation analyses failed to improve the correlation with segmentation FF when MRS or DEI data were combined with bioassay results. Therefore, FF from MRS or DEI appear to be the best parameters to both detect steatosis and accurately quantify fat liver noninvasively. |
Author | Lepanto, Luigi Khiat, Abdesslem Kauffmann, Claude Tang, An Chagnon, Miguel d’Assignies, Gaspard Ruel, Martin Gaboury, Louis Boulanger, Yvan |
Author_xml | – sequence: 1 givenname: Gaspard surname: d’Assignies fullname: d’Assignies, Gaspard organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 2 givenname: Martin surname: Ruel fullname: Ruel, Martin organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 3 givenname: Abdesslem surname: Khiat fullname: Khiat, Abdesslem organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 4 givenname: Luigi surname: Lepanto fullname: Lepanto, Luigi organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 5 givenname: Miguel surname: Chagnon fullname: Chagnon, Miguel organization: Département de mathématiques et de statistique, Université de Montréal (UDEM) – sequence: 6 givenname: Claude surname: Kauffmann fullname: Kauffmann, Claude organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 7 givenname: An surname: Tang fullname: Tang, An organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 8 givenname: Louis surname: Gaboury fullname: Gaboury, Louis organization: Département d’anatomo-pathologie, Centre hospitalier de l’Université de Montréal (CHUM) – sequence: 9 givenname: Yvan surname: Boulanger fullname: Boulanger, Yvan email: yvan.boulanger@umontreal.ca organization: Département de radiologie, Centre hospitalier de l’Université de Montréal (CHUM), Département de radiologie, Hôpital Saint-Luc du CHUM |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/19280194$$D View this record in MEDLINE/PubMed |
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Keywords | Magnetic resonance spectroscopy Fat quantitation Histopathology MRI Liver steatosis |
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Title | Noninvasive quantitation of human liver steatosis using magnetic resonance and bioassay methods |
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