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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Neoplasia Press
2018
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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). |
format | Online Article Text |
id | pubmed-6067084 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Neoplasia Press |
record_format | MEDLINE/PubMed |
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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