Please use this identifier to cite or link to this item: http://hdl.handle.net/2445/65204
Title: DWI and complex brain network analysis predicts vascular cognitive impairment in spontaneous hypertensive rats undergoing executive function tests
Author: López-Gil, Xavier
Amat-Roldan, Ivan
Tudela Fernández, Raúl
Castañé, Anna
Prats Galino, Alberto
Planas Obradors, Anna Maria
Farr, Tracy D.
Soria, Guadalupe
Keywords: Hipertensió
Trastorns de la cognició
Models animals en la investigació
Hypertension
Cognition disorders
Animal models in research
Issue Date: 23-Jul-2014
Publisher: Frontiers Media
Abstract: The identification of biomarkers of vascular cognitive impairment is urgent for its early diagnosis. The aim of this study was to detect and monitor changes in brain structure and connectivity, and to correlate them with the decline in executive function. We examined the feasibility of early diagnostic magnetic resonance imaging (MRI) to predict cognitive impairment before onset in an animal model of chronic hypertension: Spontaneously Hypertensive Rats. Cognitive performance was tested in an operant conditioning paradigm that evaluated learning, memory, and behavioral flexibility skills. Behavioral tests were coupled with longitudinal diffusion weighted imaging acquired with 126 diffusion gradient directions and 0.3 mm(3) isometric resolution at 10, 14, 18, 22, 26, and 40 weeks after birth. Diffusion weighted imaging was analyzed in two different ways, by regional characterization of diffusion tensor imaging (DTI) indices, and by assessing changes in structural brain network organization based on Q-Ball tractography. Already at the first evaluated times, DTI scalar maps revealed significant differences in many regions, suggesting loss of integrity in white and gray matter of spontaneously hypertensive rats when compared to normotensive control rats. In addition, graph theory analysis of the structural brain network demonstrated a significant decrease of hierarchical modularity, global and local efficacy, with predictive value as shown by regional three-fold cross validation study. Moreover, these decreases were significantly correlated with the behavioral performance deficits observed at subsequent time points, suggesting that the diffusion weighted imaging and connectivity studies can unravel neuroimaging alterations even overt signs of cognitive impairment become apparent.
Note: Reproducció del document publicat a: http://dx.doi.org/10.3389/fnagi.2014.00167
It is part of: Frontiers in Aging Neuroscience, 2014, vol. 6 , p. 1-13
Related resource: http://dx.doi.org/10.3389/fnagi.2014.00167
URI: http://hdl.handle.net/2445/65204
ISSN: 1663-4365
Appears in Collections:Articles publicats en revistes (Fonaments Clínics)

Files in This Item:
File Description SizeFormat 
648254.pdf3.52 MBAdobe PDFView/Open


This item is licensed under a Creative Commons License Creative Commons