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Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting
Measuring transverse relaxation rate (R2* = 1/T2*) via MRI allows for noninvasive evaluation of multiple clinical parameters, including liver iron concentration (LIC) and fat fraction. Both fat and iron contribute to diffuse liver disease when stored in excess in the liver. This liver damage leads t...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769411/ https://www.ncbi.nlm.nih.gov/pubmed/33207043 http://dx.doi.org/10.1002/acm2.13096 |
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author | Headley, Andrew M. Grice, Jared V. Pickens, David R. |
author_facet | Headley, Andrew M. Grice, Jared V. Pickens, David R. |
author_sort | Headley, Andrew M. |
collection | PubMed |
description | Measuring transverse relaxation rate (R2* = 1/T2*) via MRI allows for noninvasive evaluation of multiple clinical parameters, including liver iron concentration (LIC) and fat fraction. Both fat and iron contribute to diffuse liver disease when stored in excess in the liver. This liver damage leads to fibrosis and cirrhosis with an increased risk of developing hepatocellular carcinoma. Liver iron concentration is linearly related to R2* measurements using MRI. A phantom was constructed to assess R2* quantification variability on 1.5 and 3 T MRI systems. Quantification was executed using least‐squares curve fitting techniques. The phantom was created using readily available, low‐cost materials. It contains four vials with R2* values that cover a clinically relevant range (100 to 420 Hz at 1.5 T). Iron content was achieved using ferric chloride solutions contained in glass vials, each affixed in a three‐dimensional (3D)‐printed polylactide (PLA) structure, surrounded by distilled water, all housed in a sealed acrylic cylinder. Multiple phantom stands were also 3D‐printed using PLA for precise orientation of the phantom with respect to the direction of the static magnetic field. Acquisitions at different phantom angles, across multiple MRI systems, and with different pulse sequence parameters were evaluated. The variability between any two R2* measurements, taken in the same vial under these various acquisition conditions, on a 1.5 T MRI system, was <7% for each of the four vials. For 3 T MRI systems, variability was less than 14% in all cases. Variability was <6% for both 1.5 and 3 T acquisitions when unchanged pulse sequence parameters were used. The phantom can be used to mimic a range of clinically relevant levels of R2* relaxation rates, as measured using MRI. These measurements were found to be reproducible relative to the gold‐standard method, liver biopsy, across several different image acquisition conditions. |
format | Online Article Text |
id | pubmed-7769411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77694112020-12-31 Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting Headley, Andrew M. Grice, Jared V. Pickens, David R. J Appl Clin Med Phys Medical Imaging Measuring transverse relaxation rate (R2* = 1/T2*) via MRI allows for noninvasive evaluation of multiple clinical parameters, including liver iron concentration (LIC) and fat fraction. Both fat and iron contribute to diffuse liver disease when stored in excess in the liver. This liver damage leads to fibrosis and cirrhosis with an increased risk of developing hepatocellular carcinoma. Liver iron concentration is linearly related to R2* measurements using MRI. A phantom was constructed to assess R2* quantification variability on 1.5 and 3 T MRI systems. Quantification was executed using least‐squares curve fitting techniques. The phantom was created using readily available, low‐cost materials. It contains four vials with R2* values that cover a clinically relevant range (100 to 420 Hz at 1.5 T). Iron content was achieved using ferric chloride solutions contained in glass vials, each affixed in a three‐dimensional (3D)‐printed polylactide (PLA) structure, surrounded by distilled water, all housed in a sealed acrylic cylinder. Multiple phantom stands were also 3D‐printed using PLA for precise orientation of the phantom with respect to the direction of the static magnetic field. Acquisitions at different phantom angles, across multiple MRI systems, and with different pulse sequence parameters were evaluated. The variability between any two R2* measurements, taken in the same vial under these various acquisition conditions, on a 1.5 T MRI system, was <7% for each of the four vials. For 3 T MRI systems, variability was less than 14% in all cases. Variability was <6% for both 1.5 and 3 T acquisitions when unchanged pulse sequence parameters were used. The phantom can be used to mimic a range of clinically relevant levels of R2* relaxation rates, as measured using MRI. These measurements were found to be reproducible relative to the gold‐standard method, liver biopsy, across several different image acquisition conditions. John Wiley and Sons Inc. 2020-11-18 /pmc/articles/PMC7769411/ /pubmed/33207043 http://dx.doi.org/10.1002/acm2.13096 Text en © 2020 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of American Association of Physicists in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Medical Imaging Headley, Andrew M. Grice, Jared V. Pickens, David R. Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting |
title | Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting |
title_full | Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting |
title_fullStr | Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting |
title_full_unstemmed | Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting |
title_short | Reproducibility of liver iron concentration estimates in MRI through R2* measurement determined by least‐squares curve fitting |
title_sort | reproducibility of liver iron concentration estimates in mri through r2* measurement determined by least‐squares curve fitting |
topic | Medical Imaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7769411/ https://www.ncbi.nlm.nih.gov/pubmed/33207043 http://dx.doi.org/10.1002/acm2.13096 |
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