Detection of grey matter loss in mild Alzheimer's disease with voxel based morphometry
- PMID: 12438466
- PMCID: PMC1757361
- DOI: 10.1136/jnnp.73.6.657
Detection of grey matter loss in mild Alzheimer's disease with voxel based morphometry
Abstract
Objectives: To test the applicability of an automated method of magnetic resonance image analysis (voxel based morphometry) to detect presence and severity of regional grey matter density reduction-a proxy of atrophy-in Alzheimer's disease.
Methods: Twenty nine probable Alzheimer's patients and 26 non-demented controls (mini-mental state examinations mean (SD) 21 (4) and 29 (1)) underwent high resolution 3D brain magnetic resonance imaging. Spatial normalisation to a stereotactic template, segmentation into grey matter, white matter, and cerebrospinal fluid, and smoothing of the grey matter were carried out based on statistical parametric mapping (SPM99) algorithms. Analyses were carried out: (a) contrasting all Alzheimer's patients with all controls (p<0.05 corrected for multiple comparisons); (b) contrasting the three Alzheimer's patients with mini-mental state of 26 and higher with all controls (p<0.0001 uncorrected); and (c) correlating grey matter density with mini-mental state score within the Alzheimer's group (p<0.0001 uncorrected).
Results: When all Alzheimer's patients were compared with controls, the largest atrophic regions corresponded to the right and left hippocampal/amygdalar complex. All parts of the hippocampus (head, body, and tail) were affected. More localised atrophic regions were in the temporal and cingulate gyri, precuneus, insular cortex, caudate nucleus, and frontal cortex. When the mildest Alzheimer's patients were contrasted with controls, the hippocampal/amygdalar complex were again found significantly atrophic bilaterally. The mini-mental state score correlated with grey matter density reduction in the temporal and posterior cingulate gyri, and precuneus, mainly to the right.
Conclusions: Voxel based morphometry with statistical parametric mapping is sensitive to regional grey matter density reduction in mild Alzheimer's disease.
Similar articles
-
Relation between medial temporal atrophy and functional brain activity during memory processing in Alzheimer's disease: a combined MRI and SPECT study.J Neurol Neurosurg Psychiatry. 2002 Nov;73(5):508-16. doi: 10.1136/jnnp.73.5.508. J Neurol Neurosurg Psychiatry. 2002. PMID: 12397142 Free PMC article.
-
Segmentation and volumetric analysis of the caudate nucleus in Alzheimer's disease.Eur J Radiol. 2013 Sep;82(9):1525-30. doi: 10.1016/j.ejrad.2013.03.012. Epub 2013 May 7. Eur J Radiol. 2013. PMID: 23664648
-
Traumatic brain injury and grey matter concentration: a preliminary voxel based morphometry study.J Neurol Neurosurg Psychiatry. 2005 Jul;76(7):984-8. doi: 10.1136/jnnp.2004.036210. J Neurol Neurosurg Psychiatry. 2005. PMID: 15965207 Free PMC article.
-
Regional deficits in brain volume in schizophrenia: a meta-analysis of voxel-based morphometry studies.Am J Psychiatry. 2005 Dec;162(12):2233-45. doi: 10.1176/appi.ajp.162.12.2233. Am J Psychiatry. 2005. PMID: 16330585 Review.
-
The efficacy of a voxel-based morphometry on the analysis of imaging in schizophrenia, temporal lobe epilepsy, and Alzheimer's disease/mild cognitive impairment: a review.Neuroradiology. 2010 Aug;52(8):711-21. doi: 10.1007/s00234-010-0717-2. Epub 2010 May 22. Neuroradiology. 2010. PMID: 20495793 Review.
Cited by
-
View-centralized multi-atlas classification for Alzheimer's disease diagnosis.Hum Brain Mapp. 2015 May;36(5):1847-65. doi: 10.1002/hbm.22741. Epub 2015 Jan 27. Hum Brain Mapp. 2015. PMID: 25624081 Free PMC article.
-
Structural MRI in frontotemporal dementia: comparisons between hippocampal volumetry, tensor-based morphometry and voxel-based morphometry.PLoS One. 2012;7(12):e52531. doi: 10.1371/journal.pone.0052531. Epub 2012 Dec 20. PLoS One. 2012. PMID: 23285078 Free PMC article.
-
Magnetic resonance imaging of Alzheimer's disease.Eur Radiol. 2007 Feb;17(2):347-62. doi: 10.1007/s00330-006-0341-z. Epub 2006 Jul 25. Eur Radiol. 2007. PMID: 16865367 Review.
-
Prediction and Modeling of Neuropsychological Scores in Alzheimer's Disease Using Multimodal Neuroimaging Data and Artificial Neural Networks.Front Comput Neurosci. 2022 Jan 6;15:769982. doi: 10.3389/fncom.2021.769982. eCollection 2021. Front Comput Neurosci. 2022. PMID: 35069161 Free PMC article.
-
ODVBA: optimally-discriminative voxel-based analysis.IEEE Trans Med Imaging. 2011 Aug;30(8):1441-54. doi: 10.1109/TMI.2011.2114362. Epub 2011 Feb 14. IEEE Trans Med Imaging. 2011. PMID: 21324774 Free PMC article.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical