Multimodal Magnetic Resonance Imaging in Alzheimer's Disease Patients at Prodromal Stage
- PMID: 26836151
- PMCID: PMC4927932
- DOI: 10.3233/JAD-150353
Multimodal Magnetic Resonance Imaging in Alzheimer's Disease Patients at Prodromal Stage
Abstract
One objective of modern neuroimaging is to identify markers that can aid in diagnosis, monitor disease progression, and impact long-term drug analysis. In this study, physiopathological modifications in seven subcortical structures of patients with mild cognitive impairment (MCI) due to Alzheimer's disease (AD) were characterized by simultaneously measuring quantitative magnetic resonance parameters that are sensitive to complementary tissue characteristics (e.g., volume atrophy, shape changes, microstructural damage, and iron deposition). Fourteen MCI patients and fourteen matched, healthy subjects underwent 3T-magnetic resonance imaging with whole-brain, T1-weighted, T2*-weighted, and diffusion-tensor imaging scans. Volume, shape, mean R2*, mean diffusivity (MD), and mean fractional anisotropy (FA) in the thalamus, hippocampus, putamen, amygdala, caudate nucleus, pallidum, and accumbens were compared between MCI patients and healthy subjects. Comparisons were then performed using voxel-based analyses of R2*, MD, FA maps, and voxel-based morphometry to determine which subregions showed the greatest difference for each parameter. With respect to the micro- and macro-structural patterns of damage, our results suggest that different and distinct physiopathological processes are present in the prodromal phase of AD. MCI patients had significant atrophy and microstructural changes within their hippocampi and amygdalae, which are known to be affected in the prodromal stage of AD. This suggests that the amygdala is affected in the same, direct physiopathological process as the hippocampus. Conversely, atrophy alone was observed within the thalamus and putamen, which are not directly involved in AD pathogenesis. This latter result may reflect another mechanism, whereby atrophy is linked to indirect physiopathological processes.
Keywords: Alzheimer’s disease; brain; diffusion tensor imaging; iron; magnetic resonance imaging; mild cognitive impairment; multimodal; shape; subcortical structures; volumetry.
Figures



Similar articles
-
The Disconnection Hypothesis in Alzheimer's Disease Studied Through Multimodal Magnetic Resonance Imaging: Structural, Perfusion, and Diffusion Tensor Imaging.J Alzheimers Dis. 2016;50(4):1051-64. doi: 10.3233/JAD-150288. J Alzheimers Dis. 2016. PMID: 26890735
-
Subcortical nuclei in Alzheimer's disease: a volumetric and diffusion kurtosis imaging study.Acta Radiol. 2018 Nov;59(11):1365-1371. doi: 10.1177/0284185118758122. Epub 2018 Feb 26. Acta Radiol. 2018. PMID: 29482345
-
The association between biomarkers in cerebrospinal fluid and structural changes in the brain in patients with Alzheimer's disease.J Intern Med. 2014 Apr;275(4):418-27. doi: 10.1111/joim.12164. Epub 2013 Dec 11. J Intern Med. 2014. PMID: 24237038
-
Disease tracking markers for Alzheimer's disease at the prodromal (MCI) stage.J Alzheimers Dis. 2011;26 Suppl 3:159-99. doi: 10.3233/JAD-2011-0043. J Alzheimers Dis. 2011. PMID: 21971460 Review.
-
Optimizing Use of Neuroimaging Tools in Evaluation of Prodromal Alzheimer's Disease and Related Disorders.J Alzheimers Dis. 2020;77(3):935-947. doi: 10.3233/JAD-200487. J Alzheimers Dis. 2020. PMID: 32804147 Review.
Cited by
-
Altered Dentate Gyrus Microstructure in Individuals at High Familial Risk for Depression Predicts Future Symptoms.Biol Psychiatry Cogn Neurosci Neuroimaging. 2021 Jan;6(1):50-58. doi: 10.1016/j.bpsc.2020.06.006. Epub 2020 Jun 21. Biol Psychiatry Cogn Neurosci Neuroimaging. 2021. PMID: 32855106 Free PMC article.
-
Neuroimmune nexus of depression and dementia: Shared mechanisms and therapeutic targets.Br J Pharmacol. 2019 Sep;176(18):3558-3584. doi: 10.1111/bph.14569. Epub 2019 Mar 21. Br J Pharmacol. 2019. PMID: 30632147 Free PMC article. Review.
-
Microstructural associations between locus coeruleus, cortical, and subcortical regions are modulated by astrocyte reactivity: a 7T MRI adult lifespan study.Cereb Cortex. 2024 Jun 4;34(6):bhae261. doi: 10.1093/cercor/bhae261. Cereb Cortex. 2024. PMID: 38904081 Free PMC article.
-
Volumetric and Diffusion Abnormalities in Subcortical Nuclei of Older Adults With Cognitive Frailty.Front Aging Neurosci. 2020 Jul 28;12:202. doi: 10.3389/fnagi.2020.00202. eCollection 2020. Front Aging Neurosci. 2020. PMID: 32848700 Free PMC article.
-
Assessment of Translocator Protein Density, as Marker of Neuroinflammation, in Major Depressive Disorder: A Pilot, Multicenter, Comparative, Controlled, Brain PET Study (INFLADEP Study).Front Psychiatry. 2018 Jul 24;9:326. doi: 10.3389/fpsyt.2018.00326. eCollection 2018. Front Psychiatry. 2018. PMID: 30087626 Free PMC article.
References
-
- Petersen RC, Smith GE, Waring SC, Ivnik RJ, Tangalos EG, Kokmen E (1999) Mild cognitive impairment: Clinical characterization and outcome. Arch Neurol 56, 303–308. - PubMed
-
- Albert MS, DeKosky ST, Dickson D, Dubois B, Feldman HH, Fox NC, Gamst A, Holtzman DM, Jagust WJ, Petersen RC, Snyder PJ, Carrillo MC, Thies B, Phelps CH (2011) The diagnosis of mild cognitive impairment due to Alzheimer’s disease: Recommendations from the National Institute on Aging-Alzheimer’s Association workgroups on diagnostic guidelines for Alzheimer’s disease. Alzheimers Dement 7, 270–279. - PMC - PubMed
-
- Apostolova LG, Dutton RA, Dinov ID, Hayashi KM, Toga AW, Cummings JL, Thompson PM (2006) Conversion of mild cognitive impairment to Alzheimer disease predicted by hippocampal atrophy maps. Arch Neurol 63, 693–699. - PubMed
-
- Wright IC, Rabe-Hesketh S, Woodruff PW, David AS, Murray RM, Bullmore ET (2000) Meta-analysis of regional brain volumes in schizophrenia. Am J Psychiatry 157, 16–25. - PubMed
Publication types
MeSH terms
Substances
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical