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Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps

BACKGROUND: The overlap of morphological feature and mean ADC value restricted clinical application of MRI in the differential diagnosis of orbital lymphoma and idiopathic orbital inflammatory pseudotumor (IOIP). In this paper, we aimed to retrospectively evaluate the combined diagnostic value of co...

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Autores principales: Ren, Jiliang, Yuan, Ying, Wu, Yingwei, Tao, Xiaofeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5930683/
https://www.ncbi.nlm.nih.gov/pubmed/29716527
http://dx.doi.org/10.1186/s12880-018-0246-8
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author Ren, Jiliang
Yuan, Ying
Wu, Yingwei
Tao, Xiaofeng
author_facet Ren, Jiliang
Yuan, Ying
Wu, Yingwei
Tao, Xiaofeng
author_sort Ren, Jiliang
collection PubMed
description BACKGROUND: The overlap of morphological feature and mean ADC value restricted clinical application of MRI in the differential diagnosis of orbital lymphoma and idiopathic orbital inflammatory pseudotumor (IOIP). In this paper, we aimed to retrospectively evaluate the combined diagnostic value of conventional magnetic resonance imaging (MRI) and whole-tumor histogram analysis of apparent diffusion coefficient (ADC) maps in the differentiation of the two lesions. METHODS: In total, 18 patients with orbital lymphoma and 22 patients with IOIP were included, who underwent both conventional MRI and diffusion weighted imaging before treatment. Conventional MRI features and histogram parameters derived from ADC maps, including mean ADC (ADC(mean)), median ADC (ADC(median)), skewness, kurtosis, 10th, 25th, 75th and 90th percentiles of ADC (ADC(10), ADC(25), ADC(75), ADC(90)) were evaluated and compared between orbital lymphoma and IOIP. Multivariate logistic regression analysis was used to identify the most valuable variables for discriminating. Differential model was built upon the selected variables and receiver operating characteristic (ROC) analysis was also performed to determine the differential ability of the model. RESULTS: Multivariate logistic regression showed ADC(10) (P = 0.023) and involvement of orbit preseptal space (P = 0.029) were the most promising indexes in the discrimination of orbital lymphoma and IOIP. The logistic model defined by ADC(10) and involvement of orbit preseptal space was built, which achieved an AUC of 0.939, with sensitivity of 77.30% and specificity of 94.40%. CONCLUSIONS: Conventional MRI feature of involvement of orbit preseptal space and ADC histogram parameter of ADC(10) are valuable in differential diagnosis of orbital lymphoma and IOIP.
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spelling pubmed-59306832018-05-09 Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps Ren, Jiliang Yuan, Ying Wu, Yingwei Tao, Xiaofeng BMC Med Imaging Research Article BACKGROUND: The overlap of morphological feature and mean ADC value restricted clinical application of MRI in the differential diagnosis of orbital lymphoma and idiopathic orbital inflammatory pseudotumor (IOIP). In this paper, we aimed to retrospectively evaluate the combined diagnostic value of conventional magnetic resonance imaging (MRI) and whole-tumor histogram analysis of apparent diffusion coefficient (ADC) maps in the differentiation of the two lesions. METHODS: In total, 18 patients with orbital lymphoma and 22 patients with IOIP were included, who underwent both conventional MRI and diffusion weighted imaging before treatment. Conventional MRI features and histogram parameters derived from ADC maps, including mean ADC (ADC(mean)), median ADC (ADC(median)), skewness, kurtosis, 10th, 25th, 75th and 90th percentiles of ADC (ADC(10), ADC(25), ADC(75), ADC(90)) were evaluated and compared between orbital lymphoma and IOIP. Multivariate logistic regression analysis was used to identify the most valuable variables for discriminating. Differential model was built upon the selected variables and receiver operating characteristic (ROC) analysis was also performed to determine the differential ability of the model. RESULTS: Multivariate logistic regression showed ADC(10) (P = 0.023) and involvement of orbit preseptal space (P = 0.029) were the most promising indexes in the discrimination of orbital lymphoma and IOIP. The logistic model defined by ADC(10) and involvement of orbit preseptal space was built, which achieved an AUC of 0.939, with sensitivity of 77.30% and specificity of 94.40%. CONCLUSIONS: Conventional MRI feature of involvement of orbit preseptal space and ADC histogram parameter of ADC(10) are valuable in differential diagnosis of orbital lymphoma and IOIP. BioMed Central 2018-05-02 /pmc/articles/PMC5930683/ /pubmed/29716527 http://dx.doi.org/10.1186/s12880-018-0246-8 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Ren, Jiliang
Yuan, Ying
Wu, Yingwei
Tao, Xiaofeng
Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps
title Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps
title_full Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps
title_fullStr Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps
title_full_unstemmed Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps
title_short Differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional MRI and histogram analysis of ADC maps
title_sort differentiation of orbital lymphoma and idiopathic orbital inflammatory pseudotumor: combined diagnostic value of conventional mri and histogram analysis of adc maps
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5930683/
https://www.ncbi.nlm.nih.gov/pubmed/29716527
http://dx.doi.org/10.1186/s12880-018-0246-8
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