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Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma

PURPOSE: To technically investigate the non-Gaussian diffusion of head and neck diffusion weighted imaging (DWI) at 3 Tesla and compare advanced non-Gaussian diffusion models, including diffusion kurtosis imaging (DKI), stretched-exponential model (SEM), intravoxel incoherent motion (IVIM) and stati...

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Autores principales: Yuan, Jing, Yeung, David Ka Wai, Mok, Greta S. P., Bhatia, Kunwar S., Wang, Yi-Xiang J., Ahuja, Anil T., King, Ann D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3900693/
https://www.ncbi.nlm.nih.gov/pubmed/24466318
http://dx.doi.org/10.1371/journal.pone.0087024
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author Yuan, Jing
Yeung, David Ka Wai
Mok, Greta S. P.
Bhatia, Kunwar S.
Wang, Yi-Xiang J.
Ahuja, Anil T.
King, Ann D.
author_facet Yuan, Jing
Yeung, David Ka Wai
Mok, Greta S. P.
Bhatia, Kunwar S.
Wang, Yi-Xiang J.
Ahuja, Anil T.
King, Ann D.
author_sort Yuan, Jing
collection PubMed
description PURPOSE: To technically investigate the non-Gaussian diffusion of head and neck diffusion weighted imaging (DWI) at 3 Tesla and compare advanced non-Gaussian diffusion models, including diffusion kurtosis imaging (DKI), stretched-exponential model (SEM), intravoxel incoherent motion (IVIM) and statistical model in the patients with nasopharyngeal carcinoma (NPC). MATERIALS AND METHODS: After ethics approval was granted, 16 patients with NPC were examined using DWI performed at 3T employing an extended b-value range from 0 to 1500 s/mm(2). DWI signals were fitted to the mono-exponential and non-Gaussian diffusion models on primary tumor, metastatic node, spinal cord and muscle. Non-Gaussian parameter maps were generated and compared to apparent diffusion coefficient (ADC) maps in NPC. RESULTS: Diffusion in NPC exhibited non-Gaussian behavior at the extended b-value range. Non-Gaussian models achieved significantly better fitting of DWI signal than the mono-exponential model. Non-Gaussian diffusion coefficients were substantially different from mono-exponential ADC both in magnitude and histogram distribution. CONCLUSION: Non-Gaussian diffusivity in head and neck tissues and NPC lesions could be assessed by using non-Gaussian diffusion models. Non-Gaussian DWI analysis may reveal additional tissue properties beyond ADC and holds potentials to be used as a complementary tool for NPC characterization.
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spelling pubmed-39006932014-01-24 Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma Yuan, Jing Yeung, David Ka Wai Mok, Greta S. P. Bhatia, Kunwar S. Wang, Yi-Xiang J. Ahuja, Anil T. King, Ann D. PLoS One Research Article PURPOSE: To technically investigate the non-Gaussian diffusion of head and neck diffusion weighted imaging (DWI) at 3 Tesla and compare advanced non-Gaussian diffusion models, including diffusion kurtosis imaging (DKI), stretched-exponential model (SEM), intravoxel incoherent motion (IVIM) and statistical model in the patients with nasopharyngeal carcinoma (NPC). MATERIALS AND METHODS: After ethics approval was granted, 16 patients with NPC were examined using DWI performed at 3T employing an extended b-value range from 0 to 1500 s/mm(2). DWI signals were fitted to the mono-exponential and non-Gaussian diffusion models on primary tumor, metastatic node, spinal cord and muscle. Non-Gaussian parameter maps were generated and compared to apparent diffusion coefficient (ADC) maps in NPC. RESULTS: Diffusion in NPC exhibited non-Gaussian behavior at the extended b-value range. Non-Gaussian models achieved significantly better fitting of DWI signal than the mono-exponential model. Non-Gaussian diffusion coefficients were substantially different from mono-exponential ADC both in magnitude and histogram distribution. CONCLUSION: Non-Gaussian diffusivity in head and neck tissues and NPC lesions could be assessed by using non-Gaussian diffusion models. Non-Gaussian DWI analysis may reveal additional tissue properties beyond ADC and holds potentials to be used as a complementary tool for NPC characterization. Public Library of Science 2014-01-23 /pmc/articles/PMC3900693/ /pubmed/24466318 http://dx.doi.org/10.1371/journal.pone.0087024 Text en © 2014 Yuan et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Yuan, Jing
Yeung, David Ka Wai
Mok, Greta S. P.
Bhatia, Kunwar S.
Wang, Yi-Xiang J.
Ahuja, Anil T.
King, Ann D.
Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
title Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
title_full Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
title_fullStr Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
title_full_unstemmed Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
title_short Non-Gaussian Analysis of Diffusion Weighted Imaging in Head and Neck at 3T: A Pilot Study in Patients with Nasopharyngeal Carcinoma
title_sort non-gaussian analysis of diffusion weighted imaging in head and neck at 3t: a pilot study in patients with nasopharyngeal carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3900693/
https://www.ncbi.nlm.nih.gov/pubmed/24466318
http://dx.doi.org/10.1371/journal.pone.0087024
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