Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease

Background: Noninvasive quantification of liver fat by gradient echo (GRE) technique is an interesting issue in quantitative magnetic resonance imaging. In this study, the fat content in patients with nonalcoholic fatty liver disease (NAFLD) was quantified with GRE sequences with different T1 and T2...

Full description

Bibliographic Details
Main Authors: Mansour Zabihzadeh, Mohammad Momen Gharibvand, Azim Motamedfar, Morteza Tahmasebi, Amir Hossein Sina, Kavous Bahrami, Mozafar Naserpour
Format: Article
Language:English
Published: Wolters Kluwer Medknow Publications 2018-01-01
Series:Journal of Medical Signals and Sensors
Subjects:
Online Access:http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2018;volume=8;issue=4;spage=244;epage=252;aulast=Zabihzadeh
id doaj-1c56b75fb07d402d8b933e83c9cd1004
record_format Article
spelling doaj-1c56b75fb07d402d8b933e83c9cd10042020-11-25T00:02:14ZengWolters Kluwer Medknow PublicationsJournal of Medical Signals and Sensors2228-74772018-01-018424425210.4103/jmss.JMSS_32_18Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver diseaseMansour ZabihzadehMohammad Momen GharibvandAzim MotamedfarMorteza TahmasebiAmir Hossein SinaKavous BahramiMozafar NaserpourBackground: Noninvasive quantification of liver fat by gradient echo (GRE) technique is an interesting issue in quantitative magnetic resonance imaging. In this study, the fat content in patients with nonalcoholic fatty liver disease (NAFLD) was quantified with GRE sequences with different T1 and T2*weighting. Methods: This prospective, cross-sectional study was performed on thirty NAFLD patients. Sixteen GRE sequences with different T1weighting were performed with four echo times. In each sequence, repetition time (TR) or flip angle was changed and other parameters were fixed. Forty-eight fat indexes (FIs) from 16 sequences were calculated based on three methods. To determine the relationship between FIs and histological findings, Pearson's correlation coefficient was used at the level of 1% significance. Results: Mean FIs which obtained from Eq. 3 have the maximum values in comparison to other FIs. The maximum FI was 23.58%, which related to heavily T1weighted sequence obtained with method 3. The minimum FI was −2.49%, which related to the minimal T1weighted obtained with method 2. FIs increase with a flip angle, especially at low flip angles. Increase the TR parameter decrease the FIs gradually. Calculated FIs with methods 1 and 3 stronger correlated with histological findings relative to calculated FIs with method 2. Conclusion: For fat quantification, T1relaxation effects probably more critical than T2*. Flip angle parameter could be a major factor causing the overestimation of liver fat content. Sequences with low flip angle are more suitable for fat quantification with methods 1 and 3. In fat quantification with GRE techniques, it is possible that the third and fourth echoes are unnecessary.http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2018;volume=8;issue=4;spage=244;epage=252;aulast=ZabihzadehGradient echo magnetic resonance imagingnonalcoholic fatty liver diseaseT1and T2* relaxation effects
collection DOAJ
language English
format Article
sources DOAJ
author Mansour Zabihzadeh
Mohammad Momen Gharibvand
Azim Motamedfar
Morteza Tahmasebi
Amir Hossein Sina
Kavous Bahrami
Mozafar Naserpour
spellingShingle Mansour Zabihzadeh
Mohammad Momen Gharibvand
Azim Motamedfar
Morteza Tahmasebi
Amir Hossein Sina
Kavous Bahrami
Mozafar Naserpour
Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
Journal of Medical Signals and Sensors
Gradient echo magnetic resonance imaging
nonalcoholic fatty liver disease
T1and T2* relaxation effects
author_facet Mansour Zabihzadeh
Mohammad Momen Gharibvand
Azim Motamedfar
Morteza Tahmasebi
Amir Hossein Sina
Kavous Bahrami
Mozafar Naserpour
author_sort Mansour Zabihzadeh
title Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
title_short Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
title_full Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
title_fullStr Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
title_full_unstemmed Noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
title_sort noninvasive quantification of liver fat content by different gradient echo magnetic resonance imaging sequences in patients with nonalcoholic fatty liver disease
publisher Wolters Kluwer Medknow Publications
series Journal of Medical Signals and Sensors
issn 2228-7477
publishDate 2018-01-01
description Background: Noninvasive quantification of liver fat by gradient echo (GRE) technique is an interesting issue in quantitative magnetic resonance imaging. In this study, the fat content in patients with nonalcoholic fatty liver disease (NAFLD) was quantified with GRE sequences with different T1 and T2*weighting. Methods: This prospective, cross-sectional study was performed on thirty NAFLD patients. Sixteen GRE sequences with different T1weighting were performed with four echo times. In each sequence, repetition time (TR) or flip angle was changed and other parameters were fixed. Forty-eight fat indexes (FIs) from 16 sequences were calculated based on three methods. To determine the relationship between FIs and histological findings, Pearson's correlation coefficient was used at the level of 1% significance. Results: Mean FIs which obtained from Eq. 3 have the maximum values in comparison to other FIs. The maximum FI was 23.58%, which related to heavily T1weighted sequence obtained with method 3. The minimum FI was −2.49%, which related to the minimal T1weighted obtained with method 2. FIs increase with a flip angle, especially at low flip angles. Increase the TR parameter decrease the FIs gradually. Calculated FIs with methods 1 and 3 stronger correlated with histological findings relative to calculated FIs with method 2. Conclusion: For fat quantification, T1relaxation effects probably more critical than T2*. Flip angle parameter could be a major factor causing the overestimation of liver fat content. Sequences with low flip angle are more suitable for fat quantification with methods 1 and 3. In fat quantification with GRE techniques, it is possible that the third and fourth echoes are unnecessary.
topic Gradient echo magnetic resonance imaging
nonalcoholic fatty liver disease
T1and T2* relaxation effects
url http://www.jmss.mui.ac.ir/article.asp?issn=2228-7477;year=2018;volume=8;issue=4;spage=244;epage=252;aulast=Zabihzadeh
work_keys_str_mv AT mansourzabihzadeh noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
AT mohammadmomengharibvand noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
AT azimmotamedfar noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
AT mortezatahmasebi noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
AT amirhosseinsina noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
AT kavousbahrami noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
AT mozafarnaserpour noninvasivequantificationofliverfatcontentbydifferentgradientechomagneticresonanceimagingsequencesinpatientswithnonalcoholicfattyliverdisease
_version_ 1725438724961992704