TY - JOUR
T1 - Cortical brain connectivity evaluated by graph theory in dementia: a correlation study between functional and structural data
AU - Vecchio, Fabrizio
AU - Miraglia, Francesca
AU - Curcio, Giuseppe
AU - Altavilla, Riccardo
AU - Scrascia, Federica
AU - Giambattistelli, Federica
AU - Quattrocchi, Carlo Cosimo
AU - Bramanti, Placido
AU - Vernieri, Fabrizio
AU - Rossini, Paolo Maria
PY - 2015
Y1 - 2015
N2 - A relatively new approach to brain function in neuroscience is the "functional connectivity", namely the synchrony in time of activity in anatomically-distinct but functionally-collaborating brain regions. On the other hand, diffusion tensor imaging (DTI) is a recently developed magnetic resonance imaging (MRI)-based technique with the capability to detect brain structural connection with fractional anisotropy (FA) identification. FA decrease has been observed in the corpus callosum of subjects with Alzheimer's disease (AD) and mild cognitive impairment (MCI, an AD prodromal stage). Corpus callosum splenium DTI abnormalities are thought to be associated with functional disconnections among cortical areas. This study aimed to investigate possible correlations between structural damage, measured by MRI-DTI, and functional abnormalities of brain integration, measured by characteristic path length detected in resting state EEG source activity (40 participants: 9 healthy controls, 10 MCI, 10 mild AD, 11 moderate AD). For each subject, undirected and weighted brain network was built to evaluate graph core measures. eLORETA lagged linear connectivity values were used as weight of the edges of the network. Results showed that callosal FA reduction is associated to a loss of brain interhemispheric functional connectivity characterized by increased delta and decreased alpha path length. These findings suggest that "global" (average network shortest path length representing an index of how efficient is the information transfer between two parts of the network) functional measure can reflect the reduction of fiber connecting the two hemispheres as revealed by DTI analysis and also anticipate in time this structural loss.
AB - A relatively new approach to brain function in neuroscience is the "functional connectivity", namely the synchrony in time of activity in anatomically-distinct but functionally-collaborating brain regions. On the other hand, diffusion tensor imaging (DTI) is a recently developed magnetic resonance imaging (MRI)-based technique with the capability to detect brain structural connection with fractional anisotropy (FA) identification. FA decrease has been observed in the corpus callosum of subjects with Alzheimer's disease (AD) and mild cognitive impairment (MCI, an AD prodromal stage). Corpus callosum splenium DTI abnormalities are thought to be associated with functional disconnections among cortical areas. This study aimed to investigate possible correlations between structural damage, measured by MRI-DTI, and functional abnormalities of brain integration, measured by characteristic path length detected in resting state EEG source activity (40 participants: 9 healthy controls, 10 MCI, 10 mild AD, 11 moderate AD). For each subject, undirected and weighted brain network was built to evaluate graph core measures. eLORETA lagged linear connectivity values were used as weight of the edges of the network. Results showed that callosal FA reduction is associated to a loss of brain interhemispheric functional connectivity characterized by increased delta and decreased alpha path length. These findings suggest that "global" (average network shortest path length representing an index of how efficient is the information transfer between two parts of the network) functional measure can reflect the reduction of fiber connecting the two hemispheres as revealed by DTI analysis and also anticipate in time this structural loss.
KW - Alzheimer's disease
KW - EEG
KW - delta and alpha bands
KW - diffusion tensor imaging
KW - functional connectivity
KW - graph theory
KW - mild cognitive impairment
KW - sLORETA/eLORETA
KW - Alzheimer's disease
KW - EEG
KW - delta and alpha bands
KW - diffusion tensor imaging
KW - functional connectivity
KW - graph theory
KW - mild cognitive impairment
KW - sLORETA/eLORETA
UR - http://hdl.handle.net/10807/69806
U2 - 10.3233/JAD-142484
DO - 10.3233/JAD-142484
M3 - Article
SN - 1875-8908
VL - 45
SP - 745
EP - 756
JO - Journal of Alzheimer's Disease
JF - Journal of Alzheimer's Disease
ER -