Application of diffusion kurtosis imaging in differential diagnosis of focal liver lesions

2023
journal article
article
dc.abstract.enPurpose: Diffusion kurtosis imaging (DKI) is an MRI method related to diffusion imaging (DWI) that is distinguished by a non-Gaussian calculation of water particles movements in tissues. The aim of the study was to assess DKI advantage over DWI in differentiating benign and malignant liver lesions. Material and methods: Analysis included prospectively acquired group of 83 patients referred consecutively for 3T-MRI liver tumor examination, with 95 liver lesions (31 benign, 59 malignant). MRI assessments were performed with standard protocol and DKI sequence with seven b-values (0-2,000 s/mm2). Quantitative data were acquired by placing ROIs in liver tumors on all b-value images, ROI data extracted, and calculation of DWI and DKI parameters. ADC was calculated for all b-values (ADC0-2000) and for three values of b = 0, 500, and 750 (s/mm2) (ADC0-500-750). DKI and ADC parameters for benign and malignant lesions were compared, and ROC curves were plotted. Results: Significant differences were obtained for all DKI and ADC parameters. ROC analysis showed AUC of DK, K, ADC0-2000, and ADC0-500-750 was 0.74, 0.77, 0.77, and 0.75, respectively. The highest sensitivity (of 0.91) was obtained for ADC0-2000. The highest specificity (0.65) and accuracy (0.80) was obtained for K. Conclusion: DKI technique yields statistically comparable results with DWI technique.
dc.contributor.authorPodgórska, Joanna
dc.contributor.authorPasicz, Katarzyna
dc.contributor.authorSkrzyński, Witold
dc.contributor.authorGołębiewski, Bogumił
dc.contributor.authorKuś, Piotr
dc.contributor.authorJasieniak, Jakub
dc.contributor.authorRogowska, Agnieszka
dc.contributor.authorRogowska, Paweł
dc.contributor.authorCieszanowski, Andrzej
dc.date.accessioned2024-07-24T06:41:09Z
dc.date.available2024-07-24T06:41:09Z
dc.date.issued2023
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. e460
dc.description.physicale455-e460
dc.description.versionostateczna wersja wydawcy
dc.description.volume88
dc.identifier.doi10.5114/pjr.2023.131911
dc.identifier.issn1733-134X
dc.identifier.urihttps://ruj.uj.edu.pl/handle/item/389311
dc.languageeng
dc.language.containereng
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.enMRI
dc.subject.endiffusion kurtosis imaging (DKI)
dc.subject.endiffusion weighted imaging (DWI)
dc.subject.enliver tumor
dc.subtypeArticle
dc.titleApplication of diffusion kurtosis imaging in differential diagnosis of focal liver lesions
dc.title.journalPolish Journal of Radiology
dc.typeJournalArticle
dspace.entity.typePublicationen
dc.abstract.en
Purpose: Diffusion kurtosis imaging (DKI) is an MRI method related to diffusion imaging (DWI) that is distinguished by a non-Gaussian calculation of water particles movements in tissues. The aim of the study was to assess DKI advantage over DWI in differentiating benign and malignant liver lesions. Material and methods: Analysis included prospectively acquired group of 83 patients referred consecutively for 3T-MRI liver tumor examination, with 95 liver lesions (31 benign, 59 malignant). MRI assessments were performed with standard protocol and DKI sequence with seven b-values (0-2,000 s/mm2). Quantitative data were acquired by placing ROIs in liver tumors on all b-value images, ROI data extracted, and calculation of DWI and DKI parameters. ADC was calculated for all b-values (ADC0-2000) and for three values of b = 0, 500, and 750 (s/mm2) (ADC0-500-750). DKI and ADC parameters for benign and malignant lesions were compared, and ROC curves were plotted. Results: Significant differences were obtained for all DKI and ADC parameters. ROC analysis showed AUC of DK, K, ADC0-2000, and ADC0-500-750 was 0.74, 0.77, 0.77, and 0.75, respectively. The highest sensitivity (of 0.91) was obtained for ADC0-2000. The highest specificity (0.65) and accuracy (0.80) was obtained for K. Conclusion: DKI technique yields statistically comparable results with DWI technique.
dc.contributor.author
Podgórska, Joanna
dc.contributor.author
Pasicz, Katarzyna
dc.contributor.author
Skrzyński, Witold
dc.contributor.author
Gołębiewski, Bogumił
dc.contributor.author
Kuś, Piotr
dc.contributor.author
Jasieniak, Jakub
dc.contributor.author
Rogowska, Agnieszka
dc.contributor.author
Rogowska, Paweł
dc.contributor.author
Cieszanowski, Andrzej
dc.date.accessioned
2024-07-24T06:41:09Z
dc.date.available
2024-07-24T06:41:09Z
dc.date.issued
2023
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additional
Bibliogr. s. e460
dc.description.physical
e455-e460
dc.description.version
ostateczna wersja wydawcy
dc.description.volume
88
dc.identifier.doi
10.5114/pjr.2023.131911
dc.identifier.issn
1733-134X
dc.identifier.uri
https://ruj.uj.edu.pl/handle/item/389311
dc.language
eng
dc.language.container
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.en
MRI
dc.subject.en
diffusion kurtosis imaging (DKI)
dc.subject.en
diffusion weighted imaging (DWI)
dc.subject.en
liver tumor
dc.subtype
Article
dc.title
Application of diffusion kurtosis imaging in differential diagnosis of focal liver lesions
dc.title.journal
Polish Journal of Radiology
dc.type
JournalArticle
dspace.entity.typeen
Publication
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