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B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes
Amide proton transfer (APT)-weighted MRI is a promising molecular imaging technique that has been employed in clinic for detection and grading of brain tumors. MTR(asym), the quantification method of APT, is easily influenced by B(0) inhomogeneity and causes artifacts. Current model-free interpolati...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412582/ https://www.ncbi.nlm.nih.gov/pubmed/36006063 http://dx.doi.org/10.3390/tomography8040165 |
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author | Chen, Yibing Dang, Xujian Zhao, Benqi Zheng, Zhuozhao He, Xiaowei Song, Xiaolei |
author_facet | Chen, Yibing Dang, Xujian Zhao, Benqi Zheng, Zhuozhao He, Xiaowei Song, Xiaolei |
author_sort | Chen, Yibing |
collection | PubMed |
description | Amide proton transfer (APT)-weighted MRI is a promising molecular imaging technique that has been employed in clinic for detection and grading of brain tumors. MTR(asym), the quantification method of APT, is easily influenced by B(0) inhomogeneity and causes artifacts. Current model-free interpolation methods have enabled moderate B(0) correction for middle offsets, but have performed poorly at limbic offsets. To address this shortcoming, we proposed a practical B(0) correction approach that is suitable under time-limited sparse acquisition scenarios and for B(1) ≥ 1 μT under 3T. In this study, this approach employed a simplified Lorentzian model containing only two pools of symmetric water and asymmetric solutes, to describe the Z-spectral shape with wide and ‘invisible’ CEST peaks. The B(0) correction was then performed on the basis of the fitted two-pool Lorentzian lines, instead of using conventional model-free interpolation. The approach was firstly evaluated on densely sampled Z-spectra data by using the spline interpolation of all acquired 16 offsets as the gold standard. When only six offsets were available for B(0) correction, our method outperformed conventional methods. In particular, the errors at limbic offsets were significantly reduced (n = 8, p < 0.01). Secondly, our method was assessed on the six-offset APT data of nine brain tumor patients. Our MTR(asym) (3.5 ppm), using the two-pool model, displayed a similar contrast to the vendor-provided B(0)-orrected MTR(asym) (3.5 ppm). While the vendor failed in correcting B(0) at 4.3 and 2.7 ppm for a large portion of voxels, our method enabled well differentiation of B(0) artifacts from tumors. In conclusion, the proposed approach could alleviate analysis errors caused by B(0) inhomogeneity, which is useful for facilitating the comprehensive metabolic analysis of brain tumors. |
format | Online Article Text |
id | pubmed-9412582 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94125822022-08-27 B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes Chen, Yibing Dang, Xujian Zhao, Benqi Zheng, Zhuozhao He, Xiaowei Song, Xiaolei Tomography Article Amide proton transfer (APT)-weighted MRI is a promising molecular imaging technique that has been employed in clinic for detection and grading of brain tumors. MTR(asym), the quantification method of APT, is easily influenced by B(0) inhomogeneity and causes artifacts. Current model-free interpolation methods have enabled moderate B(0) correction for middle offsets, but have performed poorly at limbic offsets. To address this shortcoming, we proposed a practical B(0) correction approach that is suitable under time-limited sparse acquisition scenarios and for B(1) ≥ 1 μT under 3T. In this study, this approach employed a simplified Lorentzian model containing only two pools of symmetric water and asymmetric solutes, to describe the Z-spectral shape with wide and ‘invisible’ CEST peaks. The B(0) correction was then performed on the basis of the fitted two-pool Lorentzian lines, instead of using conventional model-free interpolation. The approach was firstly evaluated on densely sampled Z-spectra data by using the spline interpolation of all acquired 16 offsets as the gold standard. When only six offsets were available for B(0) correction, our method outperformed conventional methods. In particular, the errors at limbic offsets were significantly reduced (n = 8, p < 0.01). Secondly, our method was assessed on the six-offset APT data of nine brain tumor patients. Our MTR(asym) (3.5 ppm), using the two-pool model, displayed a similar contrast to the vendor-provided B(0)-orrected MTR(asym) (3.5 ppm). While the vendor failed in correcting B(0) at 4.3 and 2.7 ppm for a large portion of voxels, our method enabled well differentiation of B(0) artifacts from tumors. In conclusion, the proposed approach could alleviate analysis errors caused by B(0) inhomogeneity, which is useful for facilitating the comprehensive metabolic analysis of brain tumors. MDPI 2022-08-01 /pmc/articles/PMC9412582/ /pubmed/36006063 http://dx.doi.org/10.3390/tomography8040165 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chen, Yibing Dang, Xujian Zhao, Benqi Zheng, Zhuozhao He, Xiaowei Song, Xiaolei B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes |
title | B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes |
title_full | B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes |
title_fullStr | B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes |
title_full_unstemmed | B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes |
title_short | B(0) Correction for 3T Amide Proton Transfer (APT) MRI Using a Simplified Two-Pool Lorentzian Model of Symmetric Water and Asymmetric Solutes |
title_sort | b(0) correction for 3t amide proton transfer (apt) mri using a simplified two-pool lorentzian model of symmetric water and asymmetric solutes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9412582/ https://www.ncbi.nlm.nih.gov/pubmed/36006063 http://dx.doi.org/10.3390/tomography8040165 |
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