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Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study

Low grade meningiomas have better prognosis than high grade meningiomas. The aim of this study was to measure apparent diffusion coefficient (ADC) histogram analysis parameters in different meningiomas in a large multicenter sample and to analyze the possibility of several parameters for predicting...

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Autores principales: Surov, Alexey, Ginat, Daniel T, Lim, Tchoyoson, Cabada, Teresa, Baskan, Ozdil, Schob, Stefan, Meyer, Hans Jonas, Gihr, Georg Alexander, Horvath-Rizea, Diana, Hamerla, Gordian, Hoffmann, Karl Titus, Wienke, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Neoplasia Press 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6067084/
https://www.ncbi.nlm.nih.gov/pubmed/30005209
http://dx.doi.org/10.1016/j.tranon.2018.06.010
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author Surov, Alexey
Ginat, Daniel T
Lim, Tchoyoson
Cabada, Teresa
Baskan, Ozdil
Schob, Stefan
Meyer, Hans Jonas
Gihr, Georg Alexander
Horvath-Rizea, Diana
Hamerla, Gordian
Hoffmann, Karl Titus
Wienke, Andreas
author_facet Surov, Alexey
Ginat, Daniel T
Lim, Tchoyoson
Cabada, Teresa
Baskan, Ozdil
Schob, Stefan
Meyer, Hans Jonas
Gihr, Georg Alexander
Horvath-Rizea, Diana
Hamerla, Gordian
Hoffmann, Karl Titus
Wienke, Andreas
author_sort Surov, Alexey
collection PubMed
description Low grade meningiomas have better prognosis than high grade meningiomas. The aim of this study was to measure apparent diffusion coefficient (ADC) histogram analysis parameters in different meningiomas in a large multicenter sample and to analyze the possibility of several parameters for predicting tumor grade and proliferation potential. Overall, 148 meningiomas from 7 institutions were evaluated in this retrospective study. Grade 1 lesions were diagnosed in 101 (68.2%) cases, grade 2 in 41 (27.7%) patients, and grade 3 in 6 (4.1%) patients. All tumors were investigated by MRI (1.5 T scanner) by using diffusion weighted imaging (b values of 0 and 1000 s/mm(2)). For every lesion, the following parameters were calculated: mean ADC, maximum ADC, minimum ADC, median ADC, mode ADC, ADC percentiles P10, P25, P75, P90, kurtosis, skewness, and entropy. The comparison of ADC values was performed by Mann–Whitney-U test. Correlation between different ADC parameters and KI 67 was calculated by Spearman's rank correlation coefficient. Grade 2/3 meningiomas showed statistically significant lower ADC histogram analysis parameters in comparison to grade 1 tumors, especially ADC median. A threshold value of 0.82 for ADC median to predict tumor grade was estimated (sensitivity = 82.2%, specificity = 63.8%, accuracy = 76.4%, positive and negative predictive values were 83% and 62.5%, respectively). All ADC parameters except maximum ADC showed weak significant correlations with KI 67, especially ADC P25 (P = −.340, P = .0001).
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spelling pubmed-60670842018-08-01 Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study Surov, Alexey Ginat, Daniel T Lim, Tchoyoson Cabada, Teresa Baskan, Ozdil Schob, Stefan Meyer, Hans Jonas Gihr, Georg Alexander Horvath-Rizea, Diana Hamerla, Gordian Hoffmann, Karl Titus Wienke, Andreas Transl Oncol Original article Low grade meningiomas have better prognosis than high grade meningiomas. The aim of this study was to measure apparent diffusion coefficient (ADC) histogram analysis parameters in different meningiomas in a large multicenter sample and to analyze the possibility of several parameters for predicting tumor grade and proliferation potential. Overall, 148 meningiomas from 7 institutions were evaluated in this retrospective study. Grade 1 lesions were diagnosed in 101 (68.2%) cases, grade 2 in 41 (27.7%) patients, and grade 3 in 6 (4.1%) patients. All tumors were investigated by MRI (1.5 T scanner) by using diffusion weighted imaging (b values of 0 and 1000 s/mm(2)). For every lesion, the following parameters were calculated: mean ADC, maximum ADC, minimum ADC, median ADC, mode ADC, ADC percentiles P10, P25, P75, P90, kurtosis, skewness, and entropy. The comparison of ADC values was performed by Mann–Whitney-U test. Correlation between different ADC parameters and KI 67 was calculated by Spearman's rank correlation coefficient. Grade 2/3 meningiomas showed statistically significant lower ADC histogram analysis parameters in comparison to grade 1 tumors, especially ADC median. A threshold value of 0.82 for ADC median to predict tumor grade was estimated (sensitivity = 82.2%, specificity = 63.8%, accuracy = 76.4%, positive and negative predictive values were 83% and 62.5%, respectively). All ADC parameters except maximum ADC showed weak significant correlations with KI 67, especially ADC P25 (P = −.340, P = .0001). Neoplasia Press 2018-07-11 /pmc/articles/PMC6067084/ /pubmed/30005209 http://dx.doi.org/10.1016/j.tranon.2018.06.010 Text en © 2018 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original article
Surov, Alexey
Ginat, Daniel T
Lim, Tchoyoson
Cabada, Teresa
Baskan, Ozdil
Schob, Stefan
Meyer, Hans Jonas
Gihr, Georg Alexander
Horvath-Rizea, Diana
Hamerla, Gordian
Hoffmann, Karl Titus
Wienke, Andreas
Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study
title Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study
title_full Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study
title_fullStr Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study
title_full_unstemmed Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study
title_short Histogram Analysis Parameters Apparent Diffusion Coefficient for Distinguishing High and Low-Grade Meningiomas: A Multicenter Study
title_sort histogram analysis parameters apparent diffusion coefficient for distinguishing high and low-grade meningiomas: a multicenter study
topic Original article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6067084/
https://www.ncbi.nlm.nih.gov/pubmed/30005209
http://dx.doi.org/10.1016/j.tranon.2018.06.010
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