1 College of Medicine and Veterinary Medicine University of Edinburgh Edinburgh UK 2 Centre for Clinical Brain Sciences Department of Neuroimaging Sciences University of Edinburgh Edinburgh UK ID: 921109
Download Presentation The PPT/PDF document "Progression pattern of brain mineral dep..." is the property of its rightful owner. Permission is granted to download and print the materials on this web site for personal, non-commercial use only, and to display it on your personal computer provided you do not modify the materials and that you retain all copyright notices contained in the materials. By downloading content from our website, you accept the terms of this agreement.
Slide1
Progression pattern of brain mineral deposition as a differential indicator of cognitive decline
1 College of Medicine and Veterinary Medicine, University of Edinburgh, Edinburgh, UK. 2 Centre for Clinical Brain Sciences, Department of Neuroimaging Sciences, University of Edinburgh, Edinburgh, UK3Centre for Cognitive Ageing and Cognitive Epidemiology, University of Edinburgh, UK
L. Clayson
1
, M.C. Valdés Hernández
2
,
A
.
Glatz
2
,
J.M.
Wardlaw
2
,
J.
Starr
3
Slide2Background
Image: L
Clayson, mechanisms as reviewed in Moreno-Trevino
et al
2015
Slide3Background
Iron
FPN
Blood vessel
Neurone
Ceruloplasmin
Glial cell
Hepcidin
bMVECs
Image: L Clayson.
Schematic representation of brain iron regulation mechanisms (as detailed in McCarthy &
Kosman
2014).
[
FPN:
Ferroportin
,
bMVECS
: brain microvascular endothelial cells].
Brain glial cell regulation of
iron
Slide4BackgroundImage: L
Clayson. Schematic representation of mineral deposition mechanisms
Slide51. There is a distinctive pattern of mineral deposition depending on the cognitive status (CN, MCI or AD) of patients
2. With
cognitive decline, mineral deposition increases in regions know to be associated with increased amyloid depositionHypotheses
Slide6To investigate the prevalence of basal ganglia mineral deposition (BGMD) and brain microbleeds in individuals of cognitive status ranging from CN to AD
To improve our imaging techniques by developing a specific cognitively-relevant atlas of the distribution of mineral deposits with estimates of the main mineral content per region.
Aims
Slide7Is there a progression pattern of brain mineral deposition that can be used as a differential indicator of cognitive
decline?
Ultimately..
Slide8Methods
ADNI DatabaseSelection Criteria:
Sample 1: M.R.I. FLAIR, T2* & MPRAGE for 3 yearsSample 2: MRI data for 1 year
Slide9Semi-Automatic Software: -
Analyze 11.0, MRIcronBGMD Measurements
- Automatic Pipeline (Glatz et al, 2015)Microbleed Visual Assessments
Methods (2)
Slide10Methods (3)
Patient Cognitive Status Assessment
CN
EMCI
LMCI
AD
MMSE Score
24-30
24-30
24-30
20-26 CDR (Clinical Dementia Rating)
0.0
0.5 0.5
0.5/1.0
Wechsler Memory Scale Logical Memory II
≥16 years: ≥9
8-15 years: ≥50-7 years: ≥3
≥ 16 years: 9-118-15 years: 5-90-7 years: 3-6
≥16 years: ≤ 88-15 years: ≤4
0-7 years: ≤2
≥16 years: ≤ 88-15 years: ≤40-7 years: ≤2
Following blinded assessments, cognitive status was recorded
Slide11Results – Longitudinal Analysis
Sample 1 microbleeds:
Slide12Microbleed Progression by Cognitive Status
Slide13Probability Atlas of microbleed distribution by cognitive group
Red indicates areas prominently affectedSAMPLE 1:Image analysis of microbleeds
Slide14Results Total B.G. Mineral deposition
Slide15BGMD Progression by Cognitive Status
+ Predominant Iron and Calcium
Slide16Cognitively Relevant atlas of mineral deposition
SAMPLE 1:
Image analysis of total BGMD
Slide17ResultsCross Sectional Study
Sample 2: Microbleed Prevalence
Slide18Sample 2: Total BGMD followed the same pattern as the sample 1
Results – Cross Sectional Study
Slide19SAMPLE 2:
Image analysis of total BGMD
Slide20Lack of association between microbleeds and cognitive decline in AD (van der Vlies et al,
2012) Microbleeds increase in AD (Yates et al 2014)Insignificant BGMD results (
Valdés Hernández et al 2012)Similar pattern in serum and CSF (Lavados et al 2008, Mueller et al 2012)Validation method showed ageing > TG alteration (Park et al, 2014)Power, Protocols, Risk Factors, Cognitive Decline
Discussion
Slide21Increased mineralisation and microbleed load amongst patients from CN to LMCI and gradual decrease towards AD could be of potential use as a differential indicator in the diagnosis of AD
Conclusions
CN
EMCI
LMCI
AD
Slide22Microbleeds and BGMD may be useful indicators of mild cognitive impairment. Need to replicate this study in a larger sample + follow progression over a longer time period.
Do microbleeds/BGMD disappear when LMCI patients progress to AD/ if so why?Conclusions
Slide23Glatz A, Bastin ME, Kiker AJ, Deary IJ,
Wardlaw JM, & Hernández MCV (2015). Automated segmentation of multifocal basal ganglia T2*-weighted MRI hypointensities. NeuroImage 105,
332-346.Lavados M, Guillón M, Mujica MC, Rojo LE, Fuentes P, Maccioni RB (2008). Mild cognitive impairment and Alzheimer patients display different levels of redox-active CSF iron. J Alzheimers Dis 13(2), 225-32.Mueller C,
Schrag
M, Crofton A,
Stolte
J,
Muckenthaler
MU,
Magaki
S, Kirsch W (2012). Altered serum iron and copper homeostasis predicts cognitive decline in mild cognitive impairment.
J
Alzheimers
Dis 29(2), 341-50. Park L, Koizumi K, El Jamal S, Zhou P, Previti ML, Van Nostrand WE, Carlson G, Iadecola C (2014). Age-dependent neurovascular dysfunction and damage in a mouse model of cerebral amyloid
angiopathy. Stroke 45(6),1815-21.Valdés Hernández Mdel C, Maconick LC, Tan EM & Wardlaw
JM (2012). Identification of mineral deposits in the brain on radiological images: a systematic review. Eur Radiol 22(11), 2371-81.van der Vlies AE, Goos
JD, Barkhof F, Scheltens P, van der Flier WM (2012). Microbleeds do not affect rate of cognitive decline in Alzheimer disease. Neurology 79
, 763–769Yates PA, Desmond PM, Phal PM, Steward C, Szoeke C, Salvado O, Ellis KA, Martins RN, Masters CL, Ames D, Villemagne VL, Rowe CC & AIBL Research Group (2014). Incidence of cerebral microbleeds in preclinical Alzheimer disease. Neurology
82(14), 1266-73References
Slide24Validation
Images: L Clayson, MV
Hernández