Literature DB >> 21971470

Magnetic resonance imaging and magnetic resonance spectroscopy for detection of early Alzheimer's disease.

Eric Westman1, Lars-Olof Wahlund, Catherine Foy, Michaela Poppe, Allison Cooper, Declan Murphy, Christian Spenger, Simon Lovestone, Andrew Simmons.   

Abstract

Alzheimer's disease is the most common form of neurodegenerative disorder and early detection is of great importance if new therapies are to be effectively administered. We have investigated whether the discrimination between early Alzheimer's disease (AD) and elderly healthy control subjects can be improved by adding magnetic resonance spectroscopy (MRS) measures to magnetic resonance imaging (MRI) measures. In this study 30 AD patients and 36 control subjects were included. High resolution T1-weighted axial magnetic resonance images were obtained from each subject. Automated regional volume segmentation and cortical thickness measures were determined for the images. 1H MRS was acquired from the hippocampus and LCModel was used for metabolic quantification. Altogether, this yielded 58 different volumetric, cortical thickness and metabolite ratio variables which were used for multivariate analysis to distinguish between subjects with AD and Healthy controls. Combining MRI and MRS measures resulted in a sensitivity of 97% and a specificity of 94% compared to using MRI or MRS measures alone (sensitivity: 87%, 76%, specificity: 86%, 83% respectively). Adding the MRS measures to the MRI measures more than doubled the positive likelihood ratio from 6 to 17. Adding MRS measures to a multivariate analysis of MRI measures resulted in significantly better classification than using MRI measures alone. The method shows strong potential for discriminating between Alzheimer's disease and controls.

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Year:  2011        PMID: 21971470     DOI: 10.3233/JAD-2011-0028

Source DB:  PubMed          Journal:  J Alzheimers Dis        ISSN: 1387-2877            Impact factor:   4.472


  12 in total

1.  An MRI-based index to measure the severity of Alzheimer's disease-like structural pattern in subjects with mild cognitive impairment.

Authors:  G Spulber; A Simmons; J-S Muehlboeck; P Mecocci; B Vellas; M Tsolaki; I Kłoszewska; H Soininen; C Spenger; S Lovestone; L-O Wahlund; E Westman
Journal:  J Intern Med       Date:  2013-01-30       Impact factor: 8.989

2.  Regional magnetic resonance imaging measures for multivariate analysis in Alzheimer's disease and mild cognitive impairment.

Authors:  Eric Westman; Carlos Aguilar; J-Sebastian Muehlboeck; Andrew Simmons
Journal:  Brain Topogr       Date:  2012-08-14       Impact factor: 3.020

3.  Imaging the Alzheimer brain.

Authors:  J Wesson Ashford; Ahmad Salehi; Ansgar Furst; Peter Bayley; Giovanni B Frisoni; Clifford R Jack; Osama Sabri; Maheen M Adamson; Kerry L Coburn; John Olichney; Norbert Schuff; Daniel Spielman; Steven D Edland; Sandra Black; Allyson Rosen; David Kennedy; Michael Weiner; George Perry
Journal:  J Alzheimers Dis       Date:  2011       Impact factor: 4.472

Review 4.  Magnetic resonance spectroscopy in common dementias.

Authors:  Kejal Kantarci
Journal:  Neuroimaging Clin N Am       Date:  2013-02-27       Impact factor: 2.264

5.  Automated Hippocampal Subfield Measures as Predictors of Conversion from Mild Cognitive Impairment to Alzheimer's Disease in Two Independent Cohorts.

Authors:  Wasim Khan; Eric Westman; Nigel Jones; Lars-Olof Wahlund; Patrizia Mecocci; Bruno Vellas; Magda Tsolaki; Iwona Kłoszewska; Hilkka Soininen; Christian Spenger; Simon Lovestone; J-Sebastian Muehlboeck; Andrew Simmons
Journal:  Brain Topogr       Date:  2014-11-05       Impact factor: 3.020

6.  Multimodal MRI as a diagnostic biomarker for amyotrophic lateral sclerosis.

Authors:  Bradley R Foerster; Ruth C Carlos; Ben A Dwamena; Brian C Callaghan; Myria Petrou; Richard A E Edden; Mona A Mohamed; Robert C Welsh; Peter B Barker; Eva L Feldman; Martin G Pomper
Journal:  Ann Clin Transl Neurol       Date:  2014-01-13       Impact factor: 4.511

7.  Precuneus and Cingulate Cortex Atrophy and Hypometabolism in Patients with Alzheimer's Disease and Mild Cognitive Impairment: MRI and (18)F-FDG PET Quantitative Analysis Using FreeSurfer.

Authors:  Matthieu Bailly; Christophe Destrieux; Caroline Hommet; Karl Mondon; Jean-Philippe Cottier; Emilie Beaufils; Emilie Vierron; Johnny Vercouillie; Méziane Ibazizene; Thierry Voisin; Pierre Payoux; Louisa Barré; Vincent Camus; Denis Guilloteau; Maria-Joao Ribeiro
Journal:  Biomed Res Int       Date:  2015-06-17       Impact factor: 3.411

8.  SIVIC: Open-Source, Standards-Based Software for DICOM MR Spectroscopy Workflows.

Authors:  Jason C Crane; Marram P Olson; Sarah J Nelson
Journal:  Int J Biomed Imaging       Date:  2013-07-18

9.  Dementia in Down's syndrome: an MRI comparison with Alzheimer's disease in the general population.

Authors:  Diane Mullins; Eileen Daly; Andrew Simmons; Felix Beacher; Catherine Ml Foy; Simon Lovestone; Brian Hallahan; Kieran C Murphy; Declan G Murphy
Journal:  J Neurodev Disord       Date:  2013-08-20       Impact factor: 4.025

10.  TheHiveDB image data management and analysis framework.

Authors:  J-Sebastian Muehlboeck; Eric Westman; Andrew Simmons
Journal:  Front Neuroinform       Date:  2014-01-06       Impact factor: 4.081

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