Literature DB >> 35655827

Bi-exponential fitting excluding b=0 data improves the scan-rescan stability of liver IVIM parameter measures and particularly so for the perfusion fraction.

Cun-Jing Zheng1, Ben-Heng Xiao1, Hua Huang2, Nan Zhou3, Tai-Yu Yan1, Yì Xiáng J Wáng1.   

Abstract

Background: A prerequisite to translating intravoxel incoherent motion (IVIM) imaging into meaningful clinical applications is sufficient scan-rescan reproducibility. This study aims to confirm the hypothesis that IVIM data fitting by not using b=0 images will improve the stability of liver IVIM measurement.
Methods: Healthy volunteers' liver IVIM images were prospectively acquired using a 1.5-T magnet or a 3.0 T with 16 b-values. Repeatability study subjects were scanned twice during the same session, resulted in 35 paired scans for 35 subjects (11 men, mean age: 41.82 years, range: 32-60 years; 24 women, mean age: 42.67 years, range: 20-71 years). IVIM analysis was performed with full-fitting and segmented-fitting with a threshold b-value of 60 s/mm2, and fitting started from b=0 s/mm2 or from b=2 s/mm2. Reproducibility study subjects were scanned and then rescanned with an interval of 5-18 days, resulted in 20 paired scans for 11 subjects (4 men, mean age: 26.25 years, range: 25-27 years; 7 women, mean age: 25.57 years, range: 24-27 years). IVIM analysis was performed with segmented-fitting with a threshold b-value of 50 s/mm2, and fitting started from b=0 s/mm2 or from b=3 s/mm2.
Results: Fitting without b=0 data generally improved the repeatability and reproducibility for both PF and Dslow, and particularly so for PF. For with b=0 data segmented fitting repeatability, PF had within-subject standard deviation of 0.019, bland-Atman 75% agreement limit of -31.52% to 28.35%, and ICC of 0.647, while these values were 0.009, -20.78% to 16.86%, and 0.837 for without b=0 analysis. Though the repeatability and reproducibility for Dfast generally also improved, they remained suboptimal. Measurement stability was better for repeatability than for reproducibility. Conclusions: Scan-rescan repeatability and reproducibility of liver IVIM parameters can be improved by fitting without b=0 data, which is particularly so for PF. 2022 Quantitative Imaging in Medicine and Surgery. All rights reserved.

Entities:  

Keywords:  Diffusion weighted imaging; curve fitting; intravoxel incoherent motion (IVIM); liver; reproducibility

Year:  2022        PMID: 35655827      PMCID: PMC9131351          DOI: 10.21037/qims-2022-02

Source DB:  PubMed          Journal:  Quant Imaging Med Surg        ISSN: 2223-4306


  35 in total

1.  Cramér-Rao bound for Intravoxel Incoherent Motion Diffusion Weighted Imaging fitting.

Authors:  Qinwei Zhang; Yi-Xiang Wang; Heather Ting Ma; Jing Yuan
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2013

2.  On the Field Strength Dependence of Bi- and Triexponential Intravoxel Incoherent Motion (IVIM) Parameters in the Liver.

Authors:  Andreas Julian Riexinger; Jan Martin; Susanne Rauh; Andreas Wetscherek; Mona Pistel; Tristan Anselm Kuder; Armin Michael Nagel; Michael Uder; Bernhard Hensel; Lars Müller; Frederik Bernd Laun
Journal:  J Magn Reson Imaging       Date:  2019-04-03       Impact factor: 4.813

Review 3.  Hepatic vascular bed.

Authors:  C V Greenway; R D Stark
Journal:  Physiol Rev       Date:  1971-01       Impact factor: 37.312

4.  Dependence of intravoxel incoherent motion diffusion MR threshold b-value selection for separating perfusion and diffusion compartments and liver fibrosis diagnostic performance.

Authors:  Yì Xiáng J Wáng; Yáo T Li; Olivier Chevallier; Hua Huang; Jason Chi Shun Leung; Weitian Chen; Pu-Xuan Lu
Journal:  Acta Radiol       Date:  2018-05-09       Impact factor: 1.990

5.  On the use of Bayesian probability theory for analysis of exponential decay data: an example taken from intravoxel incoherent motion experiments.

Authors:  J J Neil; G L Bretthorst
Journal:  Magn Reson Med       Date:  1993-05       Impact factor: 4.668

6.  Intravoxel incoherent motion diffusion-weighted MRI of the abdomen: The effect of fitting algorithms on the accuracy and reliability of the parameters.

Authors:  Hyo Jung Park; Yu Sub Sung; Seung Soo Lee; Yedaun Lee; Hyunhee Cheong; Yeong Jae Kim; Moon-Gyu Lee
Journal:  J Magn Reson Imaging       Date:  2016-11-16       Impact factor: 4.813

7.  High performance of intravoxel incoherent motion diffusion MRI in detecting viral hepatitis-b induced liver fibrosis.

Authors:  Hua Huang; Nazmi Che-Nordin; Li-Fei Wang; Ben-Heng Xiao; Olivier Chevallier; Yong-Xing Yun; Sheng-Wen Guo; Yì Xiáng J Wáng
Journal:  Ann Transl Med       Date:  2019-02

8.  Repeatability of IVIM biomarkers from diffusion-weighted MRI in head and neck: Bayesian probability versus neural network.

Authors:  Thomas Koopman; Roland Martens; Oliver J Gurney-Champion; Maqsood Yaqub; Cristina Lavini; Pim de Graaf; Jonas Castelijns; Ronald Boellaard; J Tim Marcus
Journal:  Magn Reson Med       Date:  2021-01-26       Impact factor: 4.668

Review 9.  Evidence of Tri-Exponential Decay for Liver Intravoxel Incoherent Motion MRI: A Review of Published Results and Limitations.

Authors:  Olivier Chevallier; Yì Xiáng J Wáng; Kévin Guillen; Julie Pellegrinelli; Jean-Pierre Cercueil; Romaric Loffroy
Journal:  Diagnostics (Basel)       Date:  2021-02-23

10.  Intravoxel incoherent motion MRI as a biomarker of sorafenib treatment for advanced hepatocellular carcinoma: a pilot study.

Authors:  Natsuhiko Shirota; Kazuhiro Saito; Katsutoshi Sugimoto; Kenichi Takara; Fuminori Moriyasu; Koichi Tokuuye
Journal:  Cancer Imaging       Date:  2016-01-29       Impact factor: 3.909

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