Advanced multiparametric MRI-based scoring for isocitrate dehydrogenase mutation prediction of gliomas

2022
journal article
article
2
dc.abstract.enPurpose: To propose an advanced multiparametric magnetic resonance imaging (MRI)-based scoring system and evaluate its diagnostic accuracy with respect to the isocitrate dehydrogenase (IDH) mutation status of gliomas. Material and methods: This prospective observational study included 50 consecutive patients with suspected gliomas, enrolled for pre-operative MRI. The exclusion criteria were previous surgery, biopsy, or chemo/radiotherapy and contraindications to the gadolinium-based contrasts or MRI acquisition. A standardized brain-MRI protocol using a 3-Tesla machine and 16-channel head coil consisted of pre-contrast axial-T2WI, FLAIR, DTI, 3D-ASL perfusion, SWI, 3D-T1WI, and post-contrast axial-DSC perfusion followed by 3D-T1WI and MR spectroscopy. ROIs were drawn from the tumoral centre, periphery, and peritumoral oedema (3 ROIs for each) followed by normalization using the ROIs over the contralateral normal white matter. The cut-off values for the statistically significant (p <0.05) continuous variables were derived by drawing receiver operating characteristic (ROC) curves. A 7-point "glioma-score" was derived from the 3 categorical (T2/FLAIR-mismatch, contrast enhancement, and intratumoral susceptibility signals) and 4 continuous ROI-based variables (ADC, FA, ASL-CBF, and DSC-CBV). Results: The predictability of IDH mutant status using the multiparametric advanced MRI-based glioma score was statistically significant (sensitivity = 69.23%, specificity = 95.65%, PPV = 94.74%, NPV = 73.33%). A glioma score of more than 4.5 out of 7 predicted the IDH-mutation status with higher specificity and sensitivity compared to each of the individual imaging variables. Conclusions: The advanced multiparametric MRI-based glioma score can predict the IDH-mutation status with high statistical significance.pl
dc.contributor.authorHosur, Bharatpl
dc.contributor.authorAhuja, Chirag Kamalpl
dc.contributor.authorSingla, Navneetpl
dc.contributor.authorGupta, Kirtipl
dc.contributor.authorSingh, Paramjeetpl
dc.date.accessioned2023-04-24T11:37:10Z
dc.date.available2023-04-24T11:37:10Z
dc.date.issued2022pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. e633-e634pl
dc.description.physicale626-e634pl
dc.description.versionostateczna wersja wydawcy
dc.description.volume87pl
dc.identifier.doi10.5114/pjr.2022.121549pl
dc.identifier.eissn1899-0967pl
dc.identifier.issn1733-134Xpl
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/310720
dc.languageengpl
dc.language.containerengpl
dc.rightsUdzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa*
dc.rights.licenceCC-BY-NC-ND
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl*
dc.share.typeotwarte czasopismo
dc.subject.engliomapl
dc.subject.enmultiparametric magnetic resonance imagingpl
dc.subject.enisocitrate dehydrogenasepl
dc.subject.enperfusionpl
dc.subject.enDTIpl
dc.subtypeArticlepl
dc.titleAdvanced multiparametric MRI-based scoring for isocitrate dehydrogenase mutation prediction of gliomaspl
dc.title.journalPolish Journal of Radiologypl
dc.typeJournalArticlepl
dspace.entity.typePublication
dc.abstract.enpl
Purpose: To propose an advanced multiparametric magnetic resonance imaging (MRI)-based scoring system and evaluate its diagnostic accuracy with respect to the isocitrate dehydrogenase (IDH) mutation status of gliomas. Material and methods: This prospective observational study included 50 consecutive patients with suspected gliomas, enrolled for pre-operative MRI. The exclusion criteria were previous surgery, biopsy, or chemo/radiotherapy and contraindications to the gadolinium-based contrasts or MRI acquisition. A standardized brain-MRI protocol using a 3-Tesla machine and 16-channel head coil consisted of pre-contrast axial-T2WI, FLAIR, DTI, 3D-ASL perfusion, SWI, 3D-T1WI, and post-contrast axial-DSC perfusion followed by 3D-T1WI and MR spectroscopy. ROIs were drawn from the tumoral centre, periphery, and peritumoral oedema (3 ROIs for each) followed by normalization using the ROIs over the contralateral normal white matter. The cut-off values for the statistically significant (p <0.05) continuous variables were derived by drawing receiver operating characteristic (ROC) curves. A 7-point "glioma-score" was derived from the 3 categorical (T2/FLAIR-mismatch, contrast enhancement, and intratumoral susceptibility signals) and 4 continuous ROI-based variables (ADC, FA, ASL-CBF, and DSC-CBV). Results: The predictability of IDH mutant status using the multiparametric advanced MRI-based glioma score was statistically significant (sensitivity = 69.23%, specificity = 95.65%, PPV = 94.74%, NPV = 73.33%). A glioma score of more than 4.5 out of 7 predicted the IDH-mutation status with higher specificity and sensitivity compared to each of the individual imaging variables. Conclusions: The advanced multiparametric MRI-based glioma score can predict the IDH-mutation status with high statistical significance.
dc.contributor.authorpl
Hosur, Bharat
dc.contributor.authorpl
Ahuja, Chirag Kamal
dc.contributor.authorpl
Singla, Navneet
dc.contributor.authorpl
Gupta, Kirti
dc.contributor.authorpl
Singh, Paramjeet
dc.date.accessioned
2023-04-24T11:37:10Z
dc.date.available
2023-04-24T11:37:10Z
dc.date.issuedpl
2022
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Bibliogr. s. e633-e634
dc.description.physicalpl
e626-e634
dc.description.version
ostateczna wersja wydawcy
dc.description.volumepl
87
dc.identifier.doipl
10.5114/pjr.2022.121549
dc.identifier.eissnpl
1899-0967
dc.identifier.issnpl
1733-134X
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/310720
dc.languagepl
eng
dc.language.containerpl
eng
dc.rights*
Udzielam licencji. Uznanie autorstwa - Użycie niekomercyjne - Bez utworów zależnych 4.0 Międzynarodowa
dc.rights.licence
CC-BY-NC-ND
dc.rights.uri*
http://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.pl
dc.share.type
otwarte czasopismo
dc.subject.enpl
glioma
dc.subject.enpl
multiparametric magnetic resonance imaging
dc.subject.enpl
isocitrate dehydrogenase
dc.subject.enpl
perfusion
dc.subject.enpl
DTI
dc.subtypepl
Article
dc.titlepl
Advanced multiparametric MRI-based scoring for isocitrate dehydrogenase mutation prediction of gliomas
dc.title.journalpl
Polish Journal of Radiology
dc.typepl
JournalArticle
dspace.entity.type
Publication
Affiliations

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