Cargando…
NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma
Introduction: Prediction of IDH mutation status for Lower-grade glioma (LrGG) is clinically significant. The purpose of this study is to test the hypothesis that the T1-weighted image/T2-weighted image ratio (rT1/T2), an imaging surrogate developed for myelin integrity, is a useful MRI biomarker for...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648184/ http://dx.doi.org/10.1093/noajnl/vdab159.074 |
_version_ | 1784610751400378368 |
---|---|
author | Sanada, Takahiro Yamamoto, Shota Sato, Hirotaka Sakai, Mio Saito, Masato Mitsui, Nobuyuki Hiroshima, Satoru Anei, Ryogo Kanemura, Yonehiro Nakanishi, Katsuyuki Kishima, Haruhiko Kinoshita, Manabu |
author_facet | Sanada, Takahiro Yamamoto, Shota Sato, Hirotaka Sakai, Mio Saito, Masato Mitsui, Nobuyuki Hiroshima, Satoru Anei, Ryogo Kanemura, Yonehiro Nakanishi, Katsuyuki Kishima, Haruhiko Kinoshita, Manabu |
author_sort | Sanada, Takahiro |
collection | PubMed |
description | Introduction: Prediction of IDH mutation status for Lower-grade glioma (LrGG) is clinically significant. The purpose of this study is to test the hypothesis that the T1-weighted image/T2-weighted image ratio (rT1/T2), an imaging surrogate developed for myelin integrity, is a useful MRI biomarker for predicting the IDH mutation status of LrGG. Methods: Twenty-five LrGG patients (IDHwt: 8, IDHmt: 17) at Asahikawa Medical University Hospital (AMUH) were used as an exploratory cohort. Twenty-nine LrGG patients (IDHwt: 13, IDHmt: 16) from Osaka International Cancer Institute (OICI) and 103 patients from the Cancer Imaging Archive (TCIA) / Cancer Genome Atlas (TCGA) dataset (IDHwt: 19, IDHmt: 84) were used as validation cohorts. rT1/T2 images were calculated from T1- and T2-weighted images using a recommended signal correction. The region-of-interest was defined on T2-weighted images, and the relationship between the mean rT1/T2 (mrT1/T2) and the IDH mutation status was investigated. Results: The mrT1/T2 was able to significantly predict the IDH mutation status for the AMUH exploratory cohort (AUC = 0.75, p = 0.048). The ideal cut-off for detecting mutant IDH was mrT1/T2 < 0.666 ~ 0.677, with a sensitivity of 58.8% and a specificity of 87.5%. This result was further validated by the OICI validation cohort (AUC = 0.75, p = 0.023) with a sensitivity of 56.3% and a specificity of 69.2%. On the other hand, the sensitivity was 42.9% and the specificity was 68.4 % for the TCIA validation cohort (AUC = 0.63, p = 0.068). Conclusion: Our results supported the hypothesis that mrT1/T2 could be a useful image surrogate to predict the IDH mutation status of LrGG using two domestic cohorts. The decline of the accuracy for the TCIA cohort should be further investigated. |
format | Online Article Text |
id | pubmed-8648184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86481842021-12-07 NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma Sanada, Takahiro Yamamoto, Shota Sato, Hirotaka Sakai, Mio Saito, Masato Mitsui, Nobuyuki Hiroshima, Satoru Anei, Ryogo Kanemura, Yonehiro Nakanishi, Katsuyuki Kishima, Haruhiko Kinoshita, Manabu Neurooncol Adv Supplement Abstracts Introduction: Prediction of IDH mutation status for Lower-grade glioma (LrGG) is clinically significant. The purpose of this study is to test the hypothesis that the T1-weighted image/T2-weighted image ratio (rT1/T2), an imaging surrogate developed for myelin integrity, is a useful MRI biomarker for predicting the IDH mutation status of LrGG. Methods: Twenty-five LrGG patients (IDHwt: 8, IDHmt: 17) at Asahikawa Medical University Hospital (AMUH) were used as an exploratory cohort. Twenty-nine LrGG patients (IDHwt: 13, IDHmt: 16) from Osaka International Cancer Institute (OICI) and 103 patients from the Cancer Imaging Archive (TCIA) / Cancer Genome Atlas (TCGA) dataset (IDHwt: 19, IDHmt: 84) were used as validation cohorts. rT1/T2 images were calculated from T1- and T2-weighted images using a recommended signal correction. The region-of-interest was defined on T2-weighted images, and the relationship between the mean rT1/T2 (mrT1/T2) and the IDH mutation status was investigated. Results: The mrT1/T2 was able to significantly predict the IDH mutation status for the AMUH exploratory cohort (AUC = 0.75, p = 0.048). The ideal cut-off for detecting mutant IDH was mrT1/T2 < 0.666 ~ 0.677, with a sensitivity of 58.8% and a specificity of 87.5%. This result was further validated by the OICI validation cohort (AUC = 0.75, p = 0.023) with a sensitivity of 56.3% and a specificity of 69.2%. On the other hand, the sensitivity was 42.9% and the specificity was 68.4 % for the TCIA validation cohort (AUC = 0.63, p = 0.068). Conclusion: Our results supported the hypothesis that mrT1/T2 could be a useful image surrogate to predict the IDH mutation status of LrGG using two domestic cohorts. The decline of the accuracy for the TCIA cohort should be further investigated. Oxford University Press 2021-12-06 /pmc/articles/PMC8648184/ http://dx.doi.org/10.1093/noajnl/vdab159.074 Text en © The Author(s) 2021. Published by Oxford University Press, the Society for Neuro-Oncology and the European Association of Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Supplement Abstracts Sanada, Takahiro Yamamoto, Shota Sato, Hirotaka Sakai, Mio Saito, Masato Mitsui, Nobuyuki Hiroshima, Satoru Anei, Ryogo Kanemura, Yonehiro Nakanishi, Katsuyuki Kishima, Haruhiko Kinoshita, Manabu NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma |
title | NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma |
title_full | NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma |
title_fullStr | NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma |
title_full_unstemmed | NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma |
title_short | NI-12 The ratio of T1-Weighted to T2-Weighted Signal Intensity and IDH mutation in glioma |
title_sort | ni-12 the ratio of t1-weighted to t2-weighted signal intensity and idh mutation in glioma |
topic | Supplement Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8648184/ http://dx.doi.org/10.1093/noajnl/vdab159.074 |
work_keys_str_mv | AT sanadatakahiro ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT yamamotoshota ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT satohirotaka ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT sakaimio ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT saitomasato ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT mitsuinobuyuki ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT hiroshimasatoru ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT aneiryogo ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT kanemurayonehiro ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT nakanishikatsuyuki ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT kishimaharuhiko ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma AT kinoshitamanabu ni12theratiooft1weightedtot2weightedsignalintensityandidhmutationinglioma |