Combining viscoelasticity, diffusivity and volume of the hippocampus for the diagnosis of Alzheimer's disease based on magnetic resonance imaging

Autor: Lea M. Gerischer, Andreas Fehlner, Theresa Köbe, Kristin Prehn, Daria Antonenko, Ulrike Grittner, Jürgen Braun, Ingolf Sack, Agnes Flöel
Jazyk: angličtina
Rok vydání: 2018
Předmět:
Zdroj: NeuroImage: Clinical, Vol 18, Iss , Pp 485-493 (2018)
Druh dokumentu: article
ISSN: 2213-1582
DOI: 10.1016/j.nicl.2017.12.023
Popis: Dementia due to Alzheimer's Disease (AD) is a neurodegenerative disease for which treatment strategies at an early stage are of great clinical importance. So far, there is still a lack of non-invasive diagnostic tools to sensitively detect AD in early stages and to predict individual disease progression. Magnetic resonance elastography (MRE) of the brain may be a promising novel tool. In this proof-of-concept study, we investigated whether multifrequency-MRE (MMRE) can detect differences in hippocampal stiffness between patients with clinical diagnosis of dementia due to AD and healthy controls (HC). Further, we analyzed if the combination of three MRI-derived parameters, i.e., hippocampal stiffness, hippocampal volume and mean diffusivity (MD), improves diagnostic accuracy.Diagnostic criteria for probable dementia due to AD were in line with the NINCDS-ADRDA criteria and were verified through history-taking (patient and informant), neuropsychological testing, routine blood results and routine MRI to exclude other medical causes of a cognitive decline.21 AD patients and 21 HC (median age 75years) underwent MMRE and structural MRI, from which hippocampal volume and MD were calculated. From the MMRE-images maps of the magnitude |G*| and phase angle φ of the complex shear modulus were reconstructed using multifrequency inversion. Median values of |G*| and φ were extracted within three regions of interest (hippocampus, thalamus and whole brain white matter). To test the predictive value of the main outcome parameters, we performed receiver operating characteristic (ROC) curve analyses.Hippocampal stiffness (|G*|) and viscosity (φ) were significantly lower in the patient group (both p
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