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Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation
Although advanced magnetic resonance imaging (MRI) techniques provide useful information for the differential diagnosis of intra-axial mass-like lesions, the specific diagnostic role of multimodal MRI over conventional magnetic resonance imaging (CMRI) alone in the differential diagnosis of mass-lik...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6128539/ https://www.ncbi.nlm.nih.gov/pubmed/30192785 http://dx.doi.org/10.1371/journal.pone.0202891 |
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author | Yoon, Ra Gyoung Kim, Ho Sung Hong, Gil Sun Park, Ji Eun Jung, Seung Chai Kim, Sang Joon Kim, Jeong Hoon |
author_facet | Yoon, Ra Gyoung Kim, Ho Sung Hong, Gil Sun Park, Ji Eun Jung, Seung Chai Kim, Sang Joon Kim, Jeong Hoon |
author_sort | Yoon, Ra Gyoung |
collection | PubMed |
description | Although advanced magnetic resonance imaging (MRI) techniques provide useful information for the differential diagnosis of intra-axial mass-like lesions, the specific diagnostic role of multimodal MRI over conventional magnetic resonance imaging (CMRI) alone in the differential diagnosis of mass-like lesions from a large heterogeneous cohort has not been studied. In this study, we aimed to determine the added value of a joint approach of diffusion-weighted imaging (DWI) and dynamic-susceptibility-contrast perfusion imaging (DSC-PWI) for diagnosis of intra-axial mass-like lesions, comparing them with CMRI alone. Furthermore, we performed these evaluations in a manner simulating clinical practice. Our institutional review board approved this retrospective study and waived the requirement for informed consent. A total of 1038 patients with intra-axial mass-like lesions were retrospectively recruited according to their histological and clinico-radiological diagnoses made between January 2005 and December 2014. All patients underwent CMRI, DWI and DSC-PWI. The diagnostic accuracy and confidence in diagnosing each type of intra-axial mass-like lesions, and for differentiating the intra-axial brain tumors from non-neoplastic lesions, were compared according to the MRI protocols. The disease-specific sensitivity of joint approach differed according to specific disease entities in diagnosing each disease category. Joint approach provided the best diagnostic accuracy for discriminating intra-axial brain tumors from non-neoplastic lesions, with high diagnostic accuracy (95.3–96.7%), specificity (82–84.0%), positive-predictive-value (97.0–97.3%), and negative-predictive-value (84.8–92.7%), with the reader’s confidence values being significantly improved over those on CMRI alone (all p-values < 0.001). In conclusion, joint approach of DWI, DSC-PWI to CMRI helps to differentiate non-neoplastic lesions from intra-axial brain tumors, and improves diagnostic confidence compared with CMRI alone. The benefit from the combined imaging differs for each disease category; thus joint approach needs to be customized according to clinical suspicion. |
format | Online Article Text |
id | pubmed-6128539 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-61285392018-09-15 Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation Yoon, Ra Gyoung Kim, Ho Sung Hong, Gil Sun Park, Ji Eun Jung, Seung Chai Kim, Sang Joon Kim, Jeong Hoon PLoS One Research Article Although advanced magnetic resonance imaging (MRI) techniques provide useful information for the differential diagnosis of intra-axial mass-like lesions, the specific diagnostic role of multimodal MRI over conventional magnetic resonance imaging (CMRI) alone in the differential diagnosis of mass-like lesions from a large heterogeneous cohort has not been studied. In this study, we aimed to determine the added value of a joint approach of diffusion-weighted imaging (DWI) and dynamic-susceptibility-contrast perfusion imaging (DSC-PWI) for diagnosis of intra-axial mass-like lesions, comparing them with CMRI alone. Furthermore, we performed these evaluations in a manner simulating clinical practice. Our institutional review board approved this retrospective study and waived the requirement for informed consent. A total of 1038 patients with intra-axial mass-like lesions were retrospectively recruited according to their histological and clinico-radiological diagnoses made between January 2005 and December 2014. All patients underwent CMRI, DWI and DSC-PWI. The diagnostic accuracy and confidence in diagnosing each type of intra-axial mass-like lesions, and for differentiating the intra-axial brain tumors from non-neoplastic lesions, were compared according to the MRI protocols. The disease-specific sensitivity of joint approach differed according to specific disease entities in diagnosing each disease category. Joint approach provided the best diagnostic accuracy for discriminating intra-axial brain tumors from non-neoplastic lesions, with high diagnostic accuracy (95.3–96.7%), specificity (82–84.0%), positive-predictive-value (97.0–97.3%), and negative-predictive-value (84.8–92.7%), with the reader’s confidence values being significantly improved over those on CMRI alone (all p-values < 0.001). In conclusion, joint approach of DWI, DSC-PWI to CMRI helps to differentiate non-neoplastic lesions from intra-axial brain tumors, and improves diagnostic confidence compared with CMRI alone. The benefit from the combined imaging differs for each disease category; thus joint approach needs to be customized according to clinical suspicion. Public Library of Science 2018-09-07 /pmc/articles/PMC6128539/ /pubmed/30192785 http://dx.doi.org/10.1371/journal.pone.0202891 Text en © 2018 Yoon 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 (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Yoon, Ra Gyoung Kim, Ho Sung Hong, Gil Sun Park, Ji Eun Jung, Seung Chai Kim, Sang Joon Kim, Jeong Hoon Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation |
title | Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation |
title_full | Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation |
title_fullStr | Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation |
title_full_unstemmed | Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation |
title_short | Joint approach of diffusion- and perfusion-weighted MRI in intra-axial mass like lesions in clinical practice simulation |
title_sort | joint approach of diffusion- and perfusion-weighted mri in intra-axial mass like lesions in clinical practice simulation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6128539/ https://www.ncbi.nlm.nih.gov/pubmed/30192785 http://dx.doi.org/10.1371/journal.pone.0202891 |
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