Cargando…

Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience

To investigate whether combining L1-regularized iterative sensitivity encoding (SENSE) reconstruction and single-shot echo planar imaging (EPI) is useful in hepatic DWI. Single-shot EPI-DWI with L1-regularized iterative SENSE reconstruction (L1-DWI) and conventional parallel imaging-based reconstruc...

Descripción completa

Detalles Bibliográficos
Autores principales: Bode, Maike, Zhang, Shuo, Terwolbeck, Mark N., Molavi Tabrizi, Caroline, Sprenger, Paul, Yoneyama, Masami, Kraemer, Nils A., Kuhl, Christiane K., Barabasch, Alexandra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304342/
https://www.ncbi.nlm.nih.gov/pubmed/35864273
http://dx.doi.org/10.1038/s41598-022-16324-x
_version_ 1784752082623922176
author Bode, Maike
Zhang, Shuo
Terwolbeck, Mark N.
Molavi Tabrizi, Caroline
Sprenger, Paul
Yoneyama, Masami
Kraemer, Nils A.
Kuhl, Christiane K.
Barabasch, Alexandra
author_facet Bode, Maike
Zhang, Shuo
Terwolbeck, Mark N.
Molavi Tabrizi, Caroline
Sprenger, Paul
Yoneyama, Masami
Kraemer, Nils A.
Kuhl, Christiane K.
Barabasch, Alexandra
author_sort Bode, Maike
collection PubMed
description To investigate whether combining L1-regularized iterative sensitivity encoding (SENSE) reconstruction and single-shot echo planar imaging (EPI) is useful in hepatic DWI. Single-shot EPI-DWI with L1-regularized iterative SENSE reconstruction (L1-DWI) and conventional parallel imaging-based reconstruction (conv-DWI) in liver MRI were compared in volunteers and patients. For the patient cohort, 75 subjects (60 ± 13 years) with 349 focal liver lesions (FLL) were included. Patient groups A and B were used to reduce acquisition time or improve spatial resolution, respectively. Image parameters were rated on a 5-point scale. The number of FLLs was recorded; in case of discrepancy, the reason for non-detectability was analyzed. In volunteers, higher signal-to-noise ratio (24.4 ± 5.6 vs. 12.2 ± 2.3, p < 0.001 at b = 0; 19.3 ± 2.8 vs. 9.8 ± 1.6, p < 0.001 at b = 800) and lower standard deviation of the apparent diffusion coefficient-values (0.17 vs. 0.20 mm(2)/s, p < 0.05) were found on L1-DWI compared to conv-DWI. In patients, image ratings were similar for all parameters except for “conspicuity of FLLs” which was rated significantly lower on L1-DWI vs. conv-DWI (4.7 ± 0.6 vs. 4.2 ± 0.9, p < 0.05) in group A. In five patients, 11/349 FLLs were not detectable on L1-DWI, but on conv-DWI. L1-regularized iterative reconstruction of single-shot EPI DWI can accelerate image acquisition or improve spatial resolution. However, our finding that FLLs were non-detectable on L1-DWI warrants further research.
format Online
Article
Text
id pubmed-9304342
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-93043422022-07-23 Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience Bode, Maike Zhang, Shuo Terwolbeck, Mark N. Molavi Tabrizi, Caroline Sprenger, Paul Yoneyama, Masami Kraemer, Nils A. Kuhl, Christiane K. Barabasch, Alexandra Sci Rep Article To investigate whether combining L1-regularized iterative sensitivity encoding (SENSE) reconstruction and single-shot echo planar imaging (EPI) is useful in hepatic DWI. Single-shot EPI-DWI with L1-regularized iterative SENSE reconstruction (L1-DWI) and conventional parallel imaging-based reconstruction (conv-DWI) in liver MRI were compared in volunteers and patients. For the patient cohort, 75 subjects (60 ± 13 years) with 349 focal liver lesions (FLL) were included. Patient groups A and B were used to reduce acquisition time or improve spatial resolution, respectively. Image parameters were rated on a 5-point scale. The number of FLLs was recorded; in case of discrepancy, the reason for non-detectability was analyzed. In volunteers, higher signal-to-noise ratio (24.4 ± 5.6 vs. 12.2 ± 2.3, p < 0.001 at b = 0; 19.3 ± 2.8 vs. 9.8 ± 1.6, p < 0.001 at b = 800) and lower standard deviation of the apparent diffusion coefficient-values (0.17 vs. 0.20 mm(2)/s, p < 0.05) were found on L1-DWI compared to conv-DWI. In patients, image ratings were similar for all parameters except for “conspicuity of FLLs” which was rated significantly lower on L1-DWI vs. conv-DWI (4.7 ± 0.6 vs. 4.2 ± 0.9, p < 0.05) in group A. In five patients, 11/349 FLLs were not detectable on L1-DWI, but on conv-DWI. L1-regularized iterative reconstruction of single-shot EPI DWI can accelerate image acquisition or improve spatial resolution. However, our finding that FLLs were non-detectable on L1-DWI warrants further research. Nature Publishing Group UK 2022-07-21 /pmc/articles/PMC9304342/ /pubmed/35864273 http://dx.doi.org/10.1038/s41598-022-16324-x Text en © The Author(s) 2022, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Bode, Maike
Zhang, Shuo
Terwolbeck, Mark N.
Molavi Tabrizi, Caroline
Sprenger, Paul
Yoneyama, Masami
Kraemer, Nils A.
Kuhl, Christiane K.
Barabasch, Alexandra
Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
title Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
title_full Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
title_fullStr Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
title_full_unstemmed Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
title_short Liver diffusion-weighted MR imaging with L1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
title_sort liver diffusion-weighted mr imaging with l1-regularized iterative sensitivity encoding reconstruction based on single-shot echo-planar imaging: initial clinical experience
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9304342/
https://www.ncbi.nlm.nih.gov/pubmed/35864273
http://dx.doi.org/10.1038/s41598-022-16324-x
work_keys_str_mv AT bodemaike liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT zhangshuo liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT terwolbeckmarkn liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT molavitabrizicaroline liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT sprengerpaul liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT yoneyamamasami liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT kraemernilsa liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT kuhlchristianek liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience
AT barabaschalexandra liverdiffusionweightedmrimagingwithl1regularizediterativesensitivityencodingreconstructionbasedonsingleshotechoplanarimaginginitialclinicalexperience