Feasibility study of simultaneous multislice diffusion kurtosis imaging with different acceleration factors in the liver

Background Simultaneous multislice diffusion-weighted imaging (SMS-DWI) has been used to reduce image acquisition time. The purpose of this study was to investigate the feasibility of diffusion kurtosis imaging (DKI) based on the SMS technique in the liver and the influence of this method compared with that of conventional DWI sequences on image quality and DKI-derived quantitative parameters. Methods Forty volunteers underwent SMS-DWI sequences with acceleration factors of 2 and 3 (SMS2-DWI, SMS3-DWI) and conventional DWI (C-DWI) of the liver with three b-values (50, 800, 2000 s/mm 2 ) in a 3T system. Qualitative image quality parameters and quantitative measurements of the signal-to-noise ratio (SNR), mean kurtosis (MK), mean apparent diffusivity (MD) and apparent diffusion coefficient (ADC) for the liver were compared between the three sequences. Results The scan times of C-DWI, SMS2-DWI, and SMS3-DWI were 4 min 11 s, 2 min 2 s, and 1 min 34 s, respectively. For all image quality parameters, there were no significant differences observed between C-DWI and SMS2-DWI (all p  > 0.05) in the images with b-values of 800 and 2000 s/mm 2 . C-DWI and SMS2-DWI exhibited better scores than SMS3-DWI (all p  < 0.01) in the images with b-values of 2000 s/mm 2 . In the images with b-values of 800 s/mm 2 , C-DWI and SMS2-DWI exhibited better scores than SMS3-DWI for artefacts and overall image quality (all p  < 0.01), and C-DWI exhibited better scores than SMS3-DWI for the visibility of intrahepatic vessels ( p  < 0.001). There were no significant differences in the sharpness of the right lobe edge ( p  = 0.144), conspicuity of the left lobe ( p  = 0.370) or visibility of intrahepatic vessels ( p  = 0.109) between SMS2-DWI and SMS3-DWI. There were no significant differences in the sharpness of the right lobe edge ( p  = 0.066) or conspicuity of the left lobe ( p  = 0.131) between C-DWI and SMS3-DWI. For the b-value of 800 s/mm 2 , there were no statistically significant differences between SMS2-DWI and C-DWI ( p  = 1.000) or between SMS2-DWI and SMS3-DWI ( p  = 0.059), whereas SMS3-DWI had a significantly lower SNR than C-DWI ( p  = 0.024). For the DKI-derived parameters (MK and MD) and ADC values, there were no significant differences between the three sequences (MK, p  = 0.606; MD, p  = 0.831; ADC, p =  0.264). Conclusions SMS-DWI with an acceleration factor of 2 is feasible for the liver, resulting in considerable reductions in scan time while maintaining similar image quality, comparable DKI parameters and ADC values compared with those of C-DWI.

[1]  S. Schoenberg,et al.  Improved Liver Diffusion-Weighted Imaging at 3 T Using Respiratory Triggering in Combination With Simultaneous Multislice Acceleration. , 2019, Investigative radiology.

[2]  Hilde van der Togt,et al.  Publisher's Note , 2003, J. Netw. Comput. Appl..

[3]  Steen Moeller,et al.  The Human Connectome Project: A data acquisition perspective , 2012, NeuroImage.

[4]  Yuemin Zhu,et al.  Evaluation of non‐monoexponential diffusion models for hepatocellular carcinoma using b values up to 2000 s/mm2: A short‐term repeatability study , 2018, Journal of magnetic resonance imaging : JMRI.

[5]  E. Wenkel,et al.  Simultaneous Multislice Echo Planar Imaging for Accelerated Diffusion-Weighted Imaging of Malignant and Benign Breast Lesions. , 2019, Investigative radiology.

[6]  M. Piccirelli,et al.  Simultaneous multi-slice echo planar diffusion weighted imaging of the liver and the pancreas: Optimization of signal-to-noise ratio and acquisition time and application to intravoxel incoherent motion analysis. , 2016, European journal of radiology.

[7]  S. Schoenberg,et al.  Simultaneous Multislice Diffusion-Weighted Imaging of the Kidneys at 3 T. , 2020, Investigative radiology.

[8]  A. Cieszanowski,et al.  Optimal b-values for diffusion kurtosis imaging of the liver and pancreas in MR examinations. , 2019, Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics.

[9]  R. Grimm,et al.  Assessment of Microvascular Invasion of Hepatocellular Carcinoma with Diffusion Kurtosis Imaging. , 2017, Radiology.

[10]  Myeong-Jin Kim,et al.  Feasibility of Simultaneous Multislice Acceleration Technique in Diffusion-Weighted Magnetic Resonance Imaging of the Rectum , 2019, Korean journal of radiology.

[11]  Marco Piccirelli,et al.  Simultaneous Multislice Diffusion-Weighted Imaging of the Kidney: A Systematic Analysis of Image Quality , 2016, Investigative radiology.

[12]  Bachir Taouli,et al.  Body diffusion kurtosis imaging: Basic principles, applications, and considerations for clinical practice , 2015, Journal of magnetic resonance imaging : JMRI.

[13]  Robert Grimm,et al.  Staging liver fibrosis with DWI: is there an added value for diffusion kurtosis imaging? , 2018, European Radiology.

[14]  Julien Cohen-Adad,et al.  Improving diffusion MRI using simultaneous multi-slice echo planar imaging , 2012, NeuroImage.

[15]  M. Erb,et al.  Simultaneous multislice diffusion‐weighted MRI of the liver: Analysis of different breathing schemes in comparison to standard sequences , 2016, Journal of magnetic resonance imaging : JMRI.

[16]  Alexander Ciritsis,et al.  Intravoxel Incoherent Motion Analysis of Abdominal Organs: Application of Simultaneous Multislice Acquisition , 2017, Investigative radiology.

[17]  M. Kanematsu,et al.  Diffusion kurtosis imaging to assess response to treatment in hypervascular hepatocellular carcinoma. , 2015, AJR. American journal of roentgenology.

[18]  T. Kuder,et al.  Advanced Diffusion-Weighted Abdominal Imaging , 2020, Investigative radiology.

[19]  Dingxin Wang,et al.  Simultaneous Multislice Accelerated Turbo Spin Echo Magnetic Resonance Imaging: Comparison and Combination With In-Plane Parallel Imaging Acceleration for High-Resolution Magnetic Resonance Imaging of the Knee , 2017, Investigative radiology.

[20]  Felix Breuer,et al.  Simultaneous multislice (SMS) imaging techniques , 2015, Magnetic resonance in medicine.

[21]  J. Helpern,et al.  Diffusional kurtosis imaging: The quantification of non‐gaussian water diffusion by means of magnetic resonance imaging , 2005, Magnetic resonance in medicine.

[22]  J. Polimeni,et al.  Blipped‐controlled aliasing in parallel imaging for simultaneous multislice echo planar imaging with reduced g‐factor penalty , 2012, Magnetic resonance in medicine.

[23]  Justin M Ream,et al.  Simultaneous Multislice Accelerated Free-Breathing Diffusion-Weighted Imaging of the Liver at 3T , 2015, Abdominal Imaging.

[24]  N. Schwenzer,et al.  Scan time reduction in diffusion-weighted imaging of the pancreas using a simultaneous multislice technique with different acceleration factors: How fast can we go? , 2018, European Radiology.