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Use of T1-weighted/T2-weighted magnetic resonance ratio to elucidate changes due to amyloid β accumulation in cognitively normal subjects

Authors :
Jyoji Nakagawara
Fumihiko Yasuno
Hiroaki Kazui
Masato Takahashi
Kiwamu Matsuoka
Masafumi Ihara
Toshifumi Kishimoto
Akihide Yamamoto
Hidehiro Iida
Akihiko Taguchi
Kazuyuki Nagatsuka
Katsufumi Kajimoto
Naomi Morita
Source :
NeuroImage: Clinical, Vol 13, Iss C, Pp 209-214 (2017), NeuroImage : Clinical
Publication Year :
2017
Publisher :
Elsevier, 2017.

Abstract

The ratio of signal intensity in T1-weighted (T1w) and T2-weighted (T2w) magnetic resonance imaging (MRI) was recently proposed to enhance the sensitivity of detecting changes in disease-related signal intensity. The objective of this study was to test the effectiveness of T1w/T2w image ratios as an easily accessible biomarker for amyloid beta (Aβ) accumulation. We performed the T1w/T2w analysis in cognitively normal elderly individuals. We applied [11C] Pittsburgh Compound B (PiB)-PET to the same individuals, and Aβ deposition was quantified by its binding potential (PiB-BPND). The subjects were divided into low and high PiB-BPND groups, and group differences in regional T1w/T2w values were evaluated. In the regions where we found a significant group difference, we conducted a correlation analysis between regional T1w/T2w values and PiB-BPND. Subjects with high global cortical PiB-BPND showed a significantly higher regional T1w/T2w ratio in the frontal cortex and anterior cingulate cortex. We found a significant positive relationship between the regional T1w/T2w ratio and Aβ accumulation. Moreover, with a T1w/T2w ratio of 0.55 in the medial frontal regions, we correctly discriminated subjects with high PiB-BPND from the entire subject population with a sensitivity of 84.6% and specificity of 80.0%. Our results indicate that early Aβ-induced pathological changes can be detected using the T1w/T2w ratio on MRI. We believe that the T1w/T2w ratio is a prospective stable biological marker of early Aβ accumulation in cognitively normal individuals. The availability of such an accessible marker would improve the efficiency of clinical trials focusing on the initial disease stages by reducing the number of subjects who require screening by Aβ-PET scan or lumbar puncture.<br />Graphical abstract Image 1<br />Highlights • We examined the T1w/T2w ratio of MR images in cognitively normal elderly subjects. • Aβ deposition was quantified by [11C] PiB-PET binding potential (PiB-BPND). • The T1w/T2w ratios were positively correlated with PiB-BPND values. • We correctly discriminated subjects with high PIB-BPND using the T1w/T2w ratio. • The T1w/T2w ratio from MRI is a potential biological marker of early Aβ deposition.

Subjects

Subjects :
0301 basic medicine
Male
Aging
Aβ, amyloid beta
CSF, cerebrospinal fluid
lcsh:RC346-429
chemistry.chemical_compound
0302 clinical medicine
T1w, T1-weighted
FWHM, full-width at half maximum
T1-weighted/T2-weighted magnetic resonance ratio images
Image Processing, Computer-Assisted
Amyloid-β (Aβ)
Aged, 80 and over
education.field_of_study
Aniline Compounds
medicine.diagnostic_test
biology
VOI, volumes of interest
Regular Article
Middle Aged
Magnetic Resonance Imaging
medicine.anatomical_structure
Neurology
Positron emission tomography (PET)
Alzheimer's disease (AD)
Biomarker (medicine)
lcsh:R858-859.7
Female
AD, Alzheimer's disease
Psychology
Amyloid beta
Cognitive Neuroscience
Population
PiB, Pittsburgh Compound B
lcsh:Computer applications to medicine. Medical informatics
PET, positron emission tomography
03 medical and health sciences
11C–labeled Pittsburgh Compound B ([11C]PiB)
Alzheimer Disease
medicine
T2w, T2-weighted
Humans
Radiology, Nuclear Medicine and imaging
Benzothiazoles
education
Pathological
Anterior cingulate cortex
lcsh:Neurology. Diseases of the nervous system
Aged
Amyloid beta-Peptides
BP, binding potential
business.industry
Binding potential
Magnetic resonance imaging
ROC, receiver operating characteristic
Thiazoles
030104 developmental biology
chemistry
Positron-Emission Tomography
biology.protein
Neurology (clinical)
PiB-BPND, PiB-BP estimates relative to non-displaceable (ND) binding
Pittsburgh compound B
Nuclear medicine
business
MRI, magnetic resonance imaging
030217 neurology & neurosurgery
Biomarkers

Details

Language :
English
ISSN :
22131582
Volume :
13
Database :
OpenAIRE
Journal :
NeuroImage: Clinical
Accession number :
edsair.doi.dedup.....676dc316902c273751cdb1e296d2e95f