Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy

2023
journal article
article
dc.abstract.enPurpose: To evaluate the whole brain, hippocampus, thalamus, and lentiform nucleus by volumetric apparent diffusion coefficient (ADC) histogram analysis in paediatric patients with hypoxic-ischaemic encephalopathy (HIE). Material and methods: This retrospective study included 25 patients with HIE and 50 patients as the control group. Diffusion-weighted imaging was obtained at b-values of 1000 mm²/s. The histogram parameters of ADC values, including the mean, minimum, maximum, 5th, 10th, 25th, 50th, 75th, 90th, and 95th percentiles, as well as skewness, kurtosis, and variance were determined. The interclass correlation coefficient (ICC) was used to assess the interobserver agreement. Results: ADCmin, ADCmean, and ADCmax, as well as the 5th, 10th, 25th, 50th, 75th, 90th, and 95th percentiles of ADC values for the HIE group were all lower than those of the control group (p < 0.001) in the volumetric histogram analysis of the hippocampus, thalamus, and lentiform nucleus. In the whole-brain histogram analysis, ADC min, and the 50th and 75th percentiles of ADC values did not differ significantly, while other parameters were lower in the HIE group. The ROC curve revealed that the ADC histogram parameters of the hippocampus provided the most accurate results for the diagnosis of HIE. The area under the curve (AUC) of the 95th percentile of ADC values was the highest (AUC = 0.915; cut-off 1.262 × 10-3 mm²/s; sensitivity 88% and specificity 84%). Conclusions: Volumetric ADC histogram analysis of the whole brain, hippocampus, thalamus, and lentiform nucleus with b-values of 1000 mm²/s can serve as an imaging marker for determining HIE.
dc.contributor.authorNalbant, Mustafa Orhan
dc.contributor.authorErdil, Irem
dc.contributor.authorAkcay, Nihal
dc.contributor.authorInci, Ercan
dc.contributor.authorPalabiyik, Figen
dc.date.accessioned2024-07-23T06:21:05Z
dc.date.available2024-07-23T06:21:05Z
dc.date.issued2023
dc.date.openaccess0
dc.description.accesstimew momencie opublikowania
dc.description.additionalBibliogr. s. e405-e406
dc.description.physicale399-e406
dc.description.versionostateczna wersja wydawcy
dc.description.volume88
dc.identifier.doi10.5114/pjr.2023.131696
dc.identifier.issn1733-134X
dc.identifier.urihttps://ruj.uj.edu.pl/handle/item/389155
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.enapparent diffusion coefficient
dc.subject.enhippocampus
dc.subject.enhypoxic-ischaemic encephalopathy
dc.subject.enmagnetic resonance imaging
dc.subject.envolumetric histogram analysis
dc.subject.enwhole brain
dc.subtypeArticle
dc.titleVolumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy
dc.title.journalPolish Journal of Radiology
dc.typeJournalArticle
dspace.entity.typePublicationen
dc.abstract.en
Purpose: To evaluate the whole brain, hippocampus, thalamus, and lentiform nucleus by volumetric apparent diffusion coefficient (ADC) histogram analysis in paediatric patients with hypoxic-ischaemic encephalopathy (HIE). Material and methods: This retrospective study included 25 patients with HIE and 50 patients as the control group. Diffusion-weighted imaging was obtained at b-values of 1000 mm²/s. The histogram parameters of ADC values, including the mean, minimum, maximum, 5th, 10th, 25th, 50th, 75th, 90th, and 95th percentiles, as well as skewness, kurtosis, and variance were determined. The interclass correlation coefficient (ICC) was used to assess the interobserver agreement. Results: ADCmin, ADCmean, and ADCmax, as well as the 5th, 10th, 25th, 50th, 75th, 90th, and 95th percentiles of ADC values for the HIE group were all lower than those of the control group (p < 0.001) in the volumetric histogram analysis of the hippocampus, thalamus, and lentiform nucleus. In the whole-brain histogram analysis, ADC min, and the 50th and 75th percentiles of ADC values did not differ significantly, while other parameters were lower in the HIE group. The ROC curve revealed that the ADC histogram parameters of the hippocampus provided the most accurate results for the diagnosis of HIE. The area under the curve (AUC) of the 95th percentile of ADC values was the highest (AUC = 0.915; cut-off 1.262 × 10-3 mm²/s; sensitivity 88% and specificity 84%). Conclusions: Volumetric ADC histogram analysis of the whole brain, hippocampus, thalamus, and lentiform nucleus with b-values of 1000 mm²/s can serve as an imaging marker for determining HIE.
dc.contributor.author
Nalbant, Mustafa Orhan
dc.contributor.author
Erdil, Irem
dc.contributor.author
Akcay, Nihal
dc.contributor.author
Inci, Ercan
dc.contributor.author
Palabiyik, Figen
dc.date.accessioned
2024-07-23T06:21:05Z
dc.date.available
2024-07-23T06:21:05Z
dc.date.issued
2023
dc.date.openaccess
0
dc.description.accesstime
w momencie opublikowania
dc.description.additional
Bibliogr. s. e405-e406
dc.description.physical
e399-e406
dc.description.version
ostateczna wersja wydawcy
dc.description.volume
88
dc.identifier.doi
10.5114/pjr.2023.131696
dc.identifier.issn
1733-134X
dc.identifier.uri
https://ruj.uj.edu.pl/handle/item/389155
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
apparent diffusion coefficient
dc.subject.en
hippocampus
dc.subject.en
hypoxic-ischaemic encephalopathy
dc.subject.en
magnetic resonance imaging
dc.subject.en
volumetric histogram analysis
dc.subject.en
whole brain
dc.subtype
Article
dc.title
Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy
dc.title.journal
Polish Journal of Radiology
dc.type
JournalArticle
dspace.entity.typeen
Publication
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