Cargando…

Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone

Diffusion-weighted magnetic resonance imaging (DWI) of the musculoskeletal system has various applications, including visualization of bone tumors. However, DWI acquired with echo-planar imaging is susceptible to distortions due to static magnetic field inhomogeneities. This study aimed to estimate...

Descripción completa

Detalles Bibliográficos
Autores principales: Digma, Leonardino A., Feng, Christine H., Conlin, Christopher C., Rodríguez-Soto, Ana E., Zhong, Allison Y., Hussain, Troy S., Lui, Asona J., Batra, Kanha, Simon, Aaron B., Karunamuni, Roshan, Kuperman, Joshua, Rakow-Penner, Rebecca, Hahn, Michael E., Dale, Anders M., Seibert, Tyler M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741963/
https://www.ncbi.nlm.nih.gov/pubmed/34997164
http://dx.doi.org/10.1038/s41598-021-04467-2
_version_ 1784629606953779200
author Digma, Leonardino A.
Feng, Christine H.
Conlin, Christopher C.
Rodríguez-Soto, Ana E.
Zhong, Allison Y.
Hussain, Troy S.
Lui, Asona J.
Batra, Kanha
Simon, Aaron B.
Karunamuni, Roshan
Kuperman, Joshua
Rakow-Penner, Rebecca
Hahn, Michael E.
Dale, Anders M.
Seibert, Tyler M.
author_facet Digma, Leonardino A.
Feng, Christine H.
Conlin, Christopher C.
Rodríguez-Soto, Ana E.
Zhong, Allison Y.
Hussain, Troy S.
Lui, Asona J.
Batra, Kanha
Simon, Aaron B.
Karunamuni, Roshan
Kuperman, Joshua
Rakow-Penner, Rebecca
Hahn, Michael E.
Dale, Anders M.
Seibert, Tyler M.
author_sort Digma, Leonardino A.
collection PubMed
description Diffusion-weighted magnetic resonance imaging (DWI) of the musculoskeletal system has various applications, including visualization of bone tumors. However, DWI acquired with echo-planar imaging is susceptible to distortions due to static magnetic field inhomogeneities. This study aimed to estimate spatial displacements of bone and to examine whether distortion corrected DWI images more accurately reflect underlying anatomy. Whole-body MRI data from 127 prostate cancer patients were analyzed. The reverse polarity gradient (RPG) technique was applied to DWI data to estimate voxel-level distortions and to produce a distortion corrected DWI dataset. First, an anatomic landmark analysis was conducted, in which corresponding vertebral landmarks on DWI and anatomic T(2)-weighted images were annotated. Changes in distance between DWI- and T(2)-defined landmarks (i.e., changes in error) after distortion correction were calculated. In secondary analyses, distortion estimates from RPG were used to assess spatial displacements of bone metastases. Lastly, changes in mutual information between DWI and T(2)-weighted images of bone metastases after distortion correction were calculated. Distortion correction reduced anatomic error of vertebral DWI up to 29 mm. Error reductions were consistent across subjects (Wilcoxon signed-rank p < 10(–20)). On average (± SD), participants’ largest error reduction was 11.8 mm (± 3.6). Mean (95% CI) displacement of bone lesions was 6.0 mm (95% CI 5.0–7.2); maximum displacement was 17.1 mm. Corrected diffusion images were more similar to structural MRI, as evidenced by consistent increases in mutual information (Wilcoxon signed-rank p < 10(–12)). These findings support the use of distortion correction techniques to improve localization of bone on DWI.
format Online
Article
Text
id pubmed-8741963
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-87419632022-01-10 Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone Digma, Leonardino A. Feng, Christine H. Conlin, Christopher C. Rodríguez-Soto, Ana E. Zhong, Allison Y. Hussain, Troy S. Lui, Asona J. Batra, Kanha Simon, Aaron B. Karunamuni, Roshan Kuperman, Joshua Rakow-Penner, Rebecca Hahn, Michael E. Dale, Anders M. Seibert, Tyler M. Sci Rep Article Diffusion-weighted magnetic resonance imaging (DWI) of the musculoskeletal system has various applications, including visualization of bone tumors. However, DWI acquired with echo-planar imaging is susceptible to distortions due to static magnetic field inhomogeneities. This study aimed to estimate spatial displacements of bone and to examine whether distortion corrected DWI images more accurately reflect underlying anatomy. Whole-body MRI data from 127 prostate cancer patients were analyzed. The reverse polarity gradient (RPG) technique was applied to DWI data to estimate voxel-level distortions and to produce a distortion corrected DWI dataset. First, an anatomic landmark analysis was conducted, in which corresponding vertebral landmarks on DWI and anatomic T(2)-weighted images were annotated. Changes in distance between DWI- and T(2)-defined landmarks (i.e., changes in error) after distortion correction were calculated. In secondary analyses, distortion estimates from RPG were used to assess spatial displacements of bone metastases. Lastly, changes in mutual information between DWI and T(2)-weighted images of bone metastases after distortion correction were calculated. Distortion correction reduced anatomic error of vertebral DWI up to 29 mm. Error reductions were consistent across subjects (Wilcoxon signed-rank p < 10(–20)). On average (± SD), participants’ largest error reduction was 11.8 mm (± 3.6). Mean (95% CI) displacement of bone lesions was 6.0 mm (95% CI 5.0–7.2); maximum displacement was 17.1 mm. Corrected diffusion images were more similar to structural MRI, as evidenced by consistent increases in mutual information (Wilcoxon signed-rank p < 10(–12)). These findings support the use of distortion correction techniques to improve localization of bone on DWI. Nature Publishing Group UK 2022-01-07 /pmc/articles/PMC8741963/ /pubmed/34997164 http://dx.doi.org/10.1038/s41598-021-04467-2 Text en © The Author(s) 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
Digma, Leonardino A.
Feng, Christine H.
Conlin, Christopher C.
Rodríguez-Soto, Ana E.
Zhong, Allison Y.
Hussain, Troy S.
Lui, Asona J.
Batra, Kanha
Simon, Aaron B.
Karunamuni, Roshan
Kuperman, Joshua
Rakow-Penner, Rebecca
Hahn, Michael E.
Dale, Anders M.
Seibert, Tyler M.
Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone
title Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone
title_full Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone
title_fullStr Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone
title_full_unstemmed Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone
title_short Correcting B(0) inhomogeneity-induced distortions in whole-body diffusion MRI of bone
title_sort correcting b(0) inhomogeneity-induced distortions in whole-body diffusion mri of bone
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8741963/
https://www.ncbi.nlm.nih.gov/pubmed/34997164
http://dx.doi.org/10.1038/s41598-021-04467-2
work_keys_str_mv AT digmaleonardinoa correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT fengchristineh correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT conlinchristopherc correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT rodriguezsotoanae correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT zhongallisony correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT hussaintroys correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT luiasonaj correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT batrakanha correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT simonaaronb correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT karunamuniroshan correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT kupermanjoshua correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT rakowpennerrebecca correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT hahnmichaele correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT daleandersm correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone
AT seiberttylerm correctingb0inhomogeneityinduceddistortionsinwholebodydiffusionmriofbone