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Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy
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 an...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Termedia Publishing House
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551736/ https://www.ncbi.nlm.nih.gov/pubmed/37808174 http://dx.doi.org/10.5114/pjr.2023.131696 |
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author | Nalbant, Mustafa Orhan Erdil, Irem Akcay, Nihal Inci, Ercan Palabiyik, Figen |
author_facet | Nalbant, Mustafa Orhan Erdil, Irem Akcay, Nihal Inci, Ercan Palabiyik, Figen |
author_sort | Nalbant, Mustafa Orhan |
collection | PubMed |
description | 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 mm(2)/s. The histogram parameters of ADC values, including the mean, minimum, maximum, 5(th), 10(th), 25(th), 50(th), 75(th), 90(th), and 95(th) percentiles, as well as skewness, kurtosis, and variance were determined. The interclass correlation coefficient (ICC) was used to assess the inter-observer agreement. RESULTS: ADC(min), ADC(mean), and ADC(max), as well as the 5(th), 10(th), 25(th), 50(th), 75(th), 90(th), and 95(th) 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 50(th) and 75(th) 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 95(th) percentile of ADC values was the highest (AUC = 0.915; cut-off 1.262 × 10(-3) mm(2)/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 mm(2)/s can serve as an imaging marker for determining HIE. |
format | Online Article Text |
id | pubmed-10551736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Termedia Publishing House |
record_format | MEDLINE/PubMed |
spelling | pubmed-105517362023-10-06 Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy Nalbant, Mustafa Orhan Erdil, Irem Akcay, Nihal Inci, Ercan Palabiyik, Figen Pol J Radiol Original Paper 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 mm(2)/s. The histogram parameters of ADC values, including the mean, minimum, maximum, 5(th), 10(th), 25(th), 50(th), 75(th), 90(th), and 95(th) percentiles, as well as skewness, kurtosis, and variance were determined. The interclass correlation coefficient (ICC) was used to assess the inter-observer agreement. RESULTS: ADC(min), ADC(mean), and ADC(max), as well as the 5(th), 10(th), 25(th), 50(th), 75(th), 90(th), and 95(th) 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 50(th) and 75(th) 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 95(th) percentile of ADC values was the highest (AUC = 0.915; cut-off 1.262 × 10(-3) mm(2)/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 mm(2)/s can serve as an imaging marker for determining HIE. Termedia Publishing House 2023-09-06 /pmc/articles/PMC10551736/ /pubmed/37808174 http://dx.doi.org/10.5114/pjr.2023.131696 Text en © Pol J Radiol 2023 https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0). License (https://creativecommons.org/licenses/by-nc-nd/4.0/) |
spellingShingle | Original Paper Nalbant, Mustafa Orhan Erdil, Irem Akcay, Nihal Inci, Ercan Palabiyik, Figen Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
title | Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
title_full | Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
title_fullStr | Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
title_full_unstemmed | Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
title_short | Volumetric apparent diffusion coefficient (ADC) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
title_sort | volumetric apparent diffusion coefficient (adc) histogram analysis of the brain in paediatric patients with hypoxic ischaemic encephalopathy |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10551736/ https://www.ncbi.nlm.nih.gov/pubmed/37808174 http://dx.doi.org/10.5114/pjr.2023.131696 |
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