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Reinhardt, Caroline ; Angstwurm, Klemens ; Freudenstein, David ; Lee, De-Hyung ; Wendl, Christina ; Linker, Ralf A.

Real-world analysis of brain atrophy in multiple sclerosis patients with an artificial intelligence based software tool

Reinhardt, Caroline , Angstwurm, Klemens , Freudenstein, David, Lee, De-Hyung, Wendl, Christina und Linker, Ralf A. (2024) Real-world analysis of brain atrophy in multiple sclerosis patients with an artificial intelligence based software tool. Neurological Research and Practice 6 (1).

Veröffentlichungsdatum dieses Volltextes: 19 Aug 2024 08:59
Artikel
DOI zum Zitieren dieses Dokuments: 10.5283/epub.58848


Zusammenfassung

Background Atrophy of white and grey matter volumes occurs early in the brains of people with multiple sclerosis (pwMS) and has great clinical relevance. In clinical trials, brain atrophy can be quantified by magnetic resonance imaging (MRI) with automated software tools. Methods In this study, we analyze volumes of various brain regions with the software “md brain” based on routine MRI scans ...

Background
Atrophy of white and grey matter volumes occurs early in the brains of people with multiple sclerosis (pwMS) and has great clinical relevance. In clinical trials, brain atrophy can be quantified by magnetic resonance imaging (MRI) with automated software tools.
Methods
In this study, we analyze volumes of various brain regions with the software “md brain” based on routine MRI scans of 53 pwMS in a real-world setting. We compare brain volumes of pwMS with an EDSS ≥ 3.5 and a disease duration ≥ 10 years to the brain volumes of pwMS with an EDSS < 3.5 and a disease duration < 10 years as well as with or without immunotherapy.
Results
pwMS with an EDSS ≥ 3.5 and a disease duration ≥ 10 years had significantly lower volumes of the total brain, the grey matter and of the frontal, temporal, parietal and occipital lobe regions as compared to pwMS with an EDSS < 3.5 and a disease duration < 10 years. Regional brain volumes were significantly lower in pwMS without immunotherapy.
Conclusions
The study showed that higher EDSS, longer disease duration and absence of immunotherapy was associated with lower volumes in a number of brain regions. Further real-world studies may include larger patient cohorts in longitudinal analyses.



Beteiligte Einrichtungen


Details

DokumentenartArtikel
Titel eines Journals oder einer ZeitschriftNeurological Research and Practice
Verlag:Springer
Band:6
Nummer des Zeitschriftenheftes oder des Kapitels:1
Datum8 August 2024
InstitutionenMedizin > Lehrstuhl für Neurologie
Medizin > Zentrum für Neuroradiologie
Identifikationsnummer
WertTyp
10.1186/s42466-024-00339-yDOI
Stichwörter / KeywordsMultiple sclerosis, Brain atrophy, Magnetic resonance imaging, MR volumetry
Dewey-Dezimal-Klassifikation600 Technik, Medizin, angewandte Wissenschaften > 610 Medizin
StatusVeröffentlicht
BegutachtetJa, diese Version wurde begutachtet
An der Universität Regensburg entstandenJa
URN der UB Regensburgurn:nbn:de:bvb:355-epub-588489
Dokumenten-ID58848

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