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Axonal diameter and density estimated with 7-Tesla hybrid diffusion imaging in transgenic Alzheimer rats

Daianu, Madelaine and Jacobs, Russell E. and Town, Terrence and Thompson, Paul M. (2016) Axonal diameter and density estimated with 7-Tesla hybrid diffusion imaging in transgenic Alzheimer rats. In: Medical Imaging 2016: Image Processing. Proceedings of SPIE. No.9784. Society of Photo-Optical Instrumentation Engineers (SPIE) , Bellingham, WA, Art. No. 97843G. ISBN 978-1-5106-0019-5. https://resolver.caltech.edu/CaltechAUTHORS:20161205-072005560

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Abstract

Diffusion-weighted MR imaging (DWI) is a powerful tool to study brain tissue microstructure. DWI is sensitive to subtle changes in the white matter (WM), and can provide insight into abnormal brain changes in diseases such as Alzheimer’s disease (AD). In this study, we used 7-Tesla hybrid diffusion imaging (HYDI) to scan 3 transgenic rats (line TgF344-AD; that model the full clinico-pathological spectrum of the human disease) ex vivo at 10, 15 and 24 months. We acquired 300 DWI volumes across 5 q-sampling shells (b=1000, 3000, 4000, 8000, 12000 s/mm^2). From the top three b-value shells with highest signal-to-noise ratios, we reconstructed markers of WM disease, including indices of axon density and diameter in the corpus callosum (CC) – directly quantifying processes that occur in AD. As expected, apparent anisotropy progressively decreased with age; there were also decreases in the intra- and extra-axonal MR signal along axons. Axonal diameters were larger in segments of the CC (splenium and body, but not genu), possibly indicating neuritic dystrophy – characterized by enlarged axons and dendrites as previously observed at the ultrastructural level (see Cohen et al., J. Neurosci. 2013). This was further supported by increases in MR signals trapped in glial cells, CSF and possibly other small compartments in WM structures. Finally, tractography detected fewer fibers in the CC at 10 versus 24 months of age. These novel findings offer great potential to provide technical and scientific insight into the biology of brain disease.


Item Type:Book Section
Related URLs:
URLURL TypeDescription
http://dx.doi.org/10.1117/12.2216912DOIArticle
http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=2506264PublisherArticle
ORCID:
AuthorORCID
Jacobs, Russell E.0000-0002-1382-8486
Additional Information:© 2016 Society of Photo-Optical Instrumentation Engineers SPIE. Algorithm development and image analysis for this study were funded, in part, by grants to PT from the NIBIB (R01 EB008281, R01 EB008432) and by the NIA, NIBIB, NIMH, and the National Library of Medicine (AG016570, AG040060, EB01651, MH097268, LM05639 to PT) and by an NINDS grant to TT (R01 NS076794). Data collection and sharing for this project was funded by NIH Grant R01 AG034499-05. NIBIB & the Beckman Institute at Caltech provided essential support for the scanner & personnel (NIBIB EB000993). TT and TMW were supported by an NIH/NINDS grant (5R01NS076794-05). This work was also supported in part by a Consortium grant (U54 EB020403) from the NIH Institutes contributing to the Big Data to Knowledge (BD2K) Initiative and R01 EB008432.
Funders:
Funding AgencyGrant Number
NIHR01 EB008281
NIHR01 EB008432
National Institute on AgingUNSPECIFIED
National Institute of Neurological Disorders and Stroke (NINDS)UNSPECIFIED
National Institute of Mental Health (NIMH)UNSPECIFIED
National Library of MedicineAG016570
National Library of MedicineAG040060
National Library of MedicineEB01651
National Library of MedicineMH097268
National Library of MedicineLM05639
NIHR01 NS076794
NIHR01 AG034499-05
Caltech Beckman InstituteUNSPECIFIED
NIHEB000993
NIH5R01NS076794-05
NIHU54 EB020403
NIHR01 EB008432
National Institute of Biomedical Imaging and Bioengineering (NIBIB)UNSPECIFIED
Subject Keywords:axonal diameter, multi-shell, HARDI, hybrid diffusion imaging (HYDI), rat, Alzheimer’s disease
Series Name:Proceedings of SPIE
Issue or Number:9784
Record Number:CaltechAUTHORS:20161205-072005560
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20161205-072005560
Official Citation:Madelaine Daianu ; Russell E. Jacobs ; Terrence Town ; Paul M. Thompson; Axonal diameter and density estimated with 7-Tesla hybrid diffusion imaging in transgenic Alzheimer rats. Proc. SPIE 9784, Medical Imaging 2016: Image Processing, 97843G (March 21, 2016); doi:10.1117/12.2216912.
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:72540
Collection:CaltechAUTHORS
Deposited By: Ruth Sustaita
Deposited On:07 Dec 2016 00:12
Last Modified:03 Oct 2019 16:18

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