Extended perfusion protocol for MS lesion quantification
This study aims to examine a time-extended dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) protocol and report a comparative study with three different pharmacokinetic (PK) models, for accurate determination of subtle blood–brain barrier (BBB) disruption in patients with multiple scle...
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doaj-00cb3a0ea8d04a02b54ba9661026a6b92021-10-02T17:50:26ZengDe GruyterOpen Medicine2391-54632020-06-0115152053010.1515/med-2020-0100med-2020-0100Extended perfusion protocol for MS lesion quantificationKontopodis Eleftherios0Marias Kostas1Manikis Georgios C.2Nikiforaki Katerina3Venianaki Maria4Maris Thomas G.5Mastorodemos Vasileios6Papadakis Georgios Z.7Papadaki Efrosini8Foundation for Research and Technology – Hellas, Institute of Computer Science, Computational Bio-Medicine Laboratory, N. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete, GreeceTechnological Educational Institute of Crete, Department of Informatics Engineering, Heraklion, Crete, Estavromenos, TK 71410, GreeceFoundation for Research and Technology – Hellas, Institute of Computer Science, Computational Bio-Medicine Laboratory, N. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete, GreeceFoundation for Research and Technology – Hellas, Institute of Computer Science, Computational Bio-Medicine Laboratory, N. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete, GreeceScience and Technology Park of Crete, Gnosis Data Analysis, N. Plastira 100, Vassilika Vouton, GR-700 13, Heraklion, GreeceFoundation for Research and Technology – Hellas, Institute of Computer Science, Computational Bio-Medicine Laboratory, N. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete, GreeceDepartment of Neurology, Medical School, University of Crete, P. O. Box 2208, Heraklion, Crete, GreeceFoundation for Research and Technology – Hellas, Institute of Computer Science, Computational Bio-Medicine Laboratory, N. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete, GreeceFoundation for Research and Technology – Hellas, Institute of Computer Science, Computational Bio-Medicine Laboratory, N. Plastira 100, Vassilika Vouton, GR-700 13 Heraklion, Crete, GreeceThis study aims to examine a time-extended dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) protocol and report a comparative study with three different pharmacokinetic (PK) models, for accurate determination of subtle blood–brain barrier (BBB) disruption in patients with multiple sclerosis (MS). This time-extended DCE-MRI perfusion protocol, called Snaps, was applied on 24 active demyelinating lesions of 12 MS patients. Statistical analysis was performed for both protocols through three different PK models. The Snaps protocol achieved triple the window time of perfusion observation by extending the magnetic resonance acquisition time by less than 2 min on average for all patients. In addition, the statistical analysis in terms of adj-R2 goodness of fit demonstrated that the Snaps protocol outperformed the conventional DCE-MRI protocol by detecting 49% more pixels on average. The exclusive pixels identified from the Snaps protocol lie in the low ktrans range, potentially reflecting areas with subtle BBB disruption. Finally, the extended Tofts model was found to have the highest fitting accuracy for both analyzed protocols. The previously proposed time-extended DCE protocol, called Snaps, provides additional temporal perfusion information at the expense of a minimal extension of the conventional DCE acquisition time.https://doi.org/10.1515/med-2020-0100dce-mriperfusion protocolmsactive demyelinating lesions |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kontopodis Eleftherios Marias Kostas Manikis Georgios C. Nikiforaki Katerina Venianaki Maria Maris Thomas G. Mastorodemos Vasileios Papadakis Georgios Z. Papadaki Efrosini |
spellingShingle |
Kontopodis Eleftherios Marias Kostas Manikis Georgios C. Nikiforaki Katerina Venianaki Maria Maris Thomas G. Mastorodemos Vasileios Papadakis Georgios Z. Papadaki Efrosini Extended perfusion protocol for MS lesion quantification Open Medicine dce-mri perfusion protocol ms active demyelinating lesions |
author_facet |
Kontopodis Eleftherios Marias Kostas Manikis Georgios C. Nikiforaki Katerina Venianaki Maria Maris Thomas G. Mastorodemos Vasileios Papadakis Georgios Z. Papadaki Efrosini |
author_sort |
Kontopodis Eleftherios |
title |
Extended perfusion protocol for MS lesion quantification |
title_short |
Extended perfusion protocol for MS lesion quantification |
title_full |
Extended perfusion protocol for MS lesion quantification |
title_fullStr |
Extended perfusion protocol for MS lesion quantification |
title_full_unstemmed |
Extended perfusion protocol for MS lesion quantification |
title_sort |
extended perfusion protocol for ms lesion quantification |
publisher |
De Gruyter |
series |
Open Medicine |
issn |
2391-5463 |
publishDate |
2020-06-01 |
description |
This study aims to examine a time-extended dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) protocol and report a comparative study with three different pharmacokinetic (PK) models, for accurate determination of subtle blood–brain barrier (BBB) disruption in patients with multiple sclerosis (MS). This time-extended DCE-MRI perfusion protocol, called Snaps, was applied on 24 active demyelinating lesions of 12 MS patients. Statistical analysis was performed for both protocols through three different PK models. The Snaps protocol achieved triple the window time of perfusion observation by extending the magnetic resonance acquisition time by less than 2 min on average for all patients. In addition, the statistical analysis in terms of adj-R2 goodness of fit demonstrated that the Snaps protocol outperformed the conventional DCE-MRI protocol by detecting 49% more pixels on average. The exclusive pixels identified from the Snaps protocol lie in the low ktrans range, potentially reflecting areas with subtle BBB disruption. Finally, the extended Tofts model was found to have the highest fitting accuracy for both analyzed protocols. The previously proposed time-extended DCE protocol, called Snaps, provides additional temporal perfusion information at the expense of a minimal extension of the conventional DCE acquisition time. |
topic |
dce-mri perfusion protocol ms active demyelinating lesions |
url |
https://doi.org/10.1515/med-2020-0100 |
work_keys_str_mv |
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