Effect of echo-sampling strategy on the accuracy of out-of-phase and in-phase multiecho gradient-Echo MRI hepatic fat fraction estimation

被引:19
|
作者
Levin, Yakir S. [1 ]
Yokoo, Takeshi [1 ]
Wolfson, Tanya [2 ]
Gamst, Anthony C. [2 ]
Collins, Julie [1 ]
Achmad, Emil A. [1 ]
Hamilton, Gavin [1 ]
Middleton, Michael S. [1 ]
Loomba, Rohit [3 ,4 ]
Sirlin, Claude B. [1 ]
机构
[1] Univ Calif San Diego, Dept Radiol, San Diego, CA 92103 USA
[2] Univ Calif San Diego, SDSC, CASL, La Jolla, CA 92093 USA
[3] Univ Calif San Diego, Dept Med, Div Gastroenterol, San Diego, CA 92103 USA
[4] Univ Calif San Diego, Div Epidemiol, Dept Family & Prevent Med, San Diego, CA 92103 USA
基金
美国国家卫生研究院;
关键词
hepatic steatosis; fatty liver disease; magnetic resonance; multiecho; fat quantification; MAGNETIC-RESONANCE SPECTROSCOPY; QUANTIFICATION; VIVO;
D O I
10.1002/jmri.24193
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose To assess the effect of echo-sampling strategy on the accuracy of out-of-phase (OP) and in-phase (IP) multiecho gradient-echo magnetic resonance imaging (MRI) hepatic fat fraction (FF) estimation, using MR spectroscopy (MRS) proton density FF (PDFF) as a reference standard. Materials and Methods In this Institutional Review Board (IRB)-approved, Health Insurance Portability and Accountability Act (HIPAA)-compliant prospective study, 84 subjects underwent proton MRS and non-T-1-weighted gradient-echo imaging of the liver at 3T. Imaging data were collected at 16 nominally OP and IP echo times (TEs). MRI-FF was estimated while varying two echo-sampling parameters (number of consecutive echoes, starting echo number). For each combination of these parameters, MRI-FF estimation accuracy was assessed with slope, intercept, average bias, and R-2 from a linear regression of MRS-PDFF on MRI-FF. The relationship between accuracy metrics and echo-sampling parameters was assessed by Spearman rank correlation. Results For FF calculations using 3-16 echoes and a starting echo number of 1, the intercept ranged from 0.0046 to 0.0124, slope from 0.941 to 0.96, average bias from 0.0034 to 0.0078, and R-2 from 0.968 to 0.976. All four accuracy metrics were the best with the 3- and 4-echo calculations and worsened progressively with an increasing number of echoes. For a given number of echoes, there was an overall trend toward decreasing accuracy as starting echo number increased. Spearman correlation coefficients between starting echo number and intercept, slope, average bias, and R-2 were 0.911, -0.64, -0.889, and -0.954, respectively, indicating progressive loss of accuracy in each case. Conclusion Multiecho OP and IP imaging provided high FF estimation accuracy. Accuracy was highest using the earliest 3 or 4 echoes. Incorporation of additional echoes or delaying the starting echo number progressively reduced accuracy. J. Magn. Reson. Imaging 2014;39:567-575. (c) 2013 Wiley Periodicals, Inc.
引用
收藏
页码:567 / 575
页数:9
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