Feasibility of apparent diffusion coefficient in predicting the technical outcome of MR-guided high-intensity focused ultrasound treatment of uterine fibroids - a comparison with the Funaki classification

dc.contributor.authorSainio Teija
dc.contributor.authorSaunavaara Jani
dc.contributor.authorKomar Gaber
dc.contributor.authorMattila Sami
dc.contributor.authorOtonkoski Saara
dc.contributor.authorJoronen Kirsi
dc.contributor.authorPerheentupa Antti
dc.contributor.authorSequeiros Roberto Blanco
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=kuvantaminen ja kliininen diagnostiikka|en=Imaging and Clinical Diagnostics|
dc.contributor.organizationfi=synnytys- ja naistentautioppi|en=Obstetrics and Gynaecology|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.69079168212
dc.contributor.organization-code1.2.246.10.2458963.20.74725736230
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.converis.publication-id53301371
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/53301371
dc.date.accessioned2022-10-28T13:37:59Z
dc.date.available2022-10-28T13:37:59Z
dc.description.abstractPurposeTo investigate the feasibility of using an apparent diffusion coefficient (ADC) classification in predicting the technical outcome of magnetic resonance imaging-guided high-intensity focused ultrasound (MRgHIFU) treatment of symptomatic uterine fibroids and to compare it to the Funaki classification.Materials and methodsForty-two patients with forty-eight uterine fibroids underwent diffusion-weighted imaging (DWI) before MRgHIFU treatment. The DW images were acquired with five different b-values. Correlations between ADC values and treatment parameters were assessed. Optimal ADC cutoff values were determined to predict technical outcomes, that is, nonperfused volume ratios (NPVr) such that three classification groups were created (NPVr of <30%, 30-80%, or >80%). Results were compared to the Funaki classification using receiver-operating-characteristic (ROC) curve analysis, with statistical significance being tested with the Chi-square test.ResultsA statistically significant negative correlation (Spearman's rho = -0.31, p-value < 0.05) was detected between ADC values and NPV ratios. ROC curve analysis indicated that optimal ADC cutoff values of 980 x 10(-6)mm(2)/s (NPVr > 80%) and 1800 x 10(-6)mm(2)/s (NPVr < 30%) made it possible to classify fibroids into three groups: ADC I (NPVr > 80%), ADC II (NPVr 30-80%) and ADC III (NPVr < 30%). Analysis of the whole model area under the curve resulted in values of 0.79 for the ADC classification (p-value = 0.0007) and 0.62 for the Funaki classification (p-value = 0.0527).ConclusionsLower ADC values prior to treatment correlate with higher NPV ratios. The ADC classification seems to be able to predict the NPV ratio and may even outperform the Funaki classification. Based on these results DWI and ADC maps should be included in the MRI screening protocol.
dc.format.pagerange85
dc.format.pagerange94
dc.identifier.eissn1464-5157
dc.identifier.jour-issn0265-6736
dc.identifier.olddbid183241
dc.identifier.oldhandle10024/166335
dc.identifier.urihttps://www.utupub.fi/handle/11111/35446
dc.identifier.urnURN:NBN:fi-fe2021042822626
dc.language.isoen
dc.okm.affiliatedauthorSainio, Teija
dc.okm.affiliatedauthorSaunavaara, Jani
dc.okm.affiliatedauthorKomar, Gaber
dc.okm.affiliatedauthorOtonkoski, Saara
dc.okm.affiliatedauthorJoronen, Kirsi
dc.okm.affiliatedauthorPerheentupa, Antti
dc.okm.affiliatedauthorBlanco Sequeiros, Roberto
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3126 Surgery, anesthesiology, intensive care, radiologyen_GB
dc.okm.discipline3126 Kirurgia, anestesiologia, tehohoito, radiologiafi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherTAYLOR & FRANCIS LTD
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.doi10.1080/02656736.2021.1874545
dc.relation.ispartofjournalInternational Journal of Hyperthermia
dc.relation.issue1
dc.relation.volume38
dc.source.identifierhttps://www.utupub.fi/handle/10024/166335
dc.titleFeasibility of apparent diffusion coefficient in predicting the technical outcome of MR-guided high-intensity focused ultrasound treatment of uterine fibroids - a comparison with the Funaki classification
dc.year.issued2021

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