Differentiation of various salivary gland tumours using diffusion-weighted MRI and dynamic contrast-enhanced MRI

2023
journal article
article
1
dc.abstract.enPurpose: To determine the role of functional magnetic resonance imaging techniques (diffusion-weighted magnetic resonance imaging [DW-MRI] and dynamic contrast-enhanced magnetic resonance imaging [DCE-MRI]) in the differentiation of various salivary gland tumours. Material and methods: In this prospective study, we evaluated 32 patients with salivary gland tumours using functional MRI. Diffusion parameters (mean apparent diffusion coefficient [ADC], normalized ADC and homogeneity index [HI]), semiquantitative DCE parameters (time signal intensity curves [TICs]) and quantitative DCE parameters (Kep, Ktrans and Ve) were analysed. Diagnostic efficiencies of all these parameters were determined to differentiate benign and malignant tumours as well as to characterize 3 major subgroups of salivary gland tumours, namely pleomorphic adenoma, Warthin tumour, and malignant tumours. Results: Mean ADC, normalized ADC and HI were insignificant in differentiating benign and malignant tumours but were significant in differentiating pleomorphic adenomas, Warthin tumours, and malignant tumours. Mean ADC was the best parameter in predicting both pleomorphic adenomas and Warthin tumours (AUC: 0.95 and 0.89, respectively). Amongst DCE parameters, only TIC pattern could differentiate between benign and malignant tumours, with an accuracy of 93.75% (AUC: 0.94). The quantitative perfusion parameters aided greatly in characterizing pleomorphic adenomas, Warthin tumours and malignant tumours. For predicting pleomorphic adenomas, the accuracy of Kep and Ktrans was 96.77% (AUC: 0.98) and 93.55% (AUC: 0.95), respectively and for predicting Warthin tumours, the accuracy of both Kep and Ktrans was 96.77% (AUC: 0.97). Conclusions: DCE parameters (particularly TIC, Kep and Ktrans) had higher accuracy in characterizing various tumour subgroups (pleomorphic adenomas, Warthin tumours, and malignant tumours) than DWI parameters. Hence, dynamic contrast-enhanced imaging adds immense value with only a minimum time penalty to the examination.pl
dc.contributor.authorKushwaha, Mohinipl
dc.contributor.authorKumar, Jyotipl
dc.contributor.authorGarg, Anjupl
dc.contributor.authorSingh, Ishwarpl
dc.contributor.authorKhurana, Nitapl
dc.date.accessioned2023-06-05T07:31:16Z
dc.date.available2023-06-05T07:31:16Z
dc.date.issued2023pl
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. e215pl
dc.description.physicale203-e215pl
dc.description.versionostateczna wersja wydawcy
dc.description.volume88pl
dc.identifier.doi10.5114/pjr.2023.127058pl
dc.identifier.eissn1899-0967pl
dc.identifier.issn1733-134Xpl
dc.identifier.urihttps://ruj.uj.edu.pl/xmlui/handle/item/311984
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.endiffusionpl
dc.subject.ensalivary gland tumourspl
dc.subject.endynamic contrast-enhanced imagingpl
dc.subtypeArticlepl
dc.titleDifferentiation of various salivary gland tumours using diffusion-weighted MRI and dynamic contrast-enhanced MRIpl
dc.title.journalPolish Journal of Radiologypl
dc.typeJournalArticlepl
dspace.entity.typePublication
dc.abstract.enpl
Purpose: To determine the role of functional magnetic resonance imaging techniques (diffusion-weighted magnetic resonance imaging [DW-MRI] and dynamic contrast-enhanced magnetic resonance imaging [DCE-MRI]) in the differentiation of various salivary gland tumours. Material and methods: In this prospective study, we evaluated 32 patients with salivary gland tumours using functional MRI. Diffusion parameters (mean apparent diffusion coefficient [ADC], normalized ADC and homogeneity index [HI]), semiquantitative DCE parameters (time signal intensity curves [TICs]) and quantitative DCE parameters (Kep, Ktrans and Ve) were analysed. Diagnostic efficiencies of all these parameters were determined to differentiate benign and malignant tumours as well as to characterize 3 major subgroups of salivary gland tumours, namely pleomorphic adenoma, Warthin tumour, and malignant tumours. Results: Mean ADC, normalized ADC and HI were insignificant in differentiating benign and malignant tumours but were significant in differentiating pleomorphic adenomas, Warthin tumours, and malignant tumours. Mean ADC was the best parameter in predicting both pleomorphic adenomas and Warthin tumours (AUC: 0.95 and 0.89, respectively). Amongst DCE parameters, only TIC pattern could differentiate between benign and malignant tumours, with an accuracy of 93.75% (AUC: 0.94). The quantitative perfusion parameters aided greatly in characterizing pleomorphic adenomas, Warthin tumours and malignant tumours. For predicting pleomorphic adenomas, the accuracy of Kep and Ktrans was 96.77% (AUC: 0.98) and 93.55% (AUC: 0.95), respectively and for predicting Warthin tumours, the accuracy of both Kep and Ktrans was 96.77% (AUC: 0.97). Conclusions: DCE parameters (particularly TIC, Kep and Ktrans) had higher accuracy in characterizing various tumour subgroups (pleomorphic adenomas, Warthin tumours, and malignant tumours) than DWI parameters. Hence, dynamic contrast-enhanced imaging adds immense value with only a minimum time penalty to the examination.
dc.contributor.authorpl
Kushwaha, Mohini
dc.contributor.authorpl
Kumar, Jyoti
dc.contributor.authorpl
Garg, Anju
dc.contributor.authorpl
Singh, Ishwar
dc.contributor.authorpl
Khurana, Nita
dc.date.accessioned
2023-06-05T07:31:16Z
dc.date.available
2023-06-05T07:31:16Z
dc.date.issuedpl
2023
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additionalpl
Bibliogr. s. e215
dc.description.physicalpl
e203-e215
dc.description.version
ostateczna wersja wydawcy
dc.description.volumepl
88
dc.identifier.doipl
10.5114/pjr.2023.127058
dc.identifier.eissnpl
1899-0967
dc.identifier.issnpl
1733-134X
dc.identifier.uri
https://ruj.uj.edu.pl/xmlui/handle/item/311984
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
diffusion
dc.subject.enpl
salivary gland tumours
dc.subject.enpl
dynamic contrast-enhanced imaging
dc.subtypepl
Article
dc.titlepl
Differentiation of various salivary gland tumours using diffusion-weighted MRI and dynamic contrast-enhanced MRI
dc.title.journalpl
Polish Journal of Radiology
dc.typepl
JournalArticle
dspace.entity.type
Publication
Affiliations

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