TY - JOUR
T1 - Network-based substrate of cognitive reserve in Alzheimer's disease
AU - Serra, Laura
AU - Mancini, Matteo
AU - Cercignani, Mara
AU - Di Domenico, Carlotta
AU - Spanò, Barbara
AU - Giulietti, Giovanni
AU - Koch, Giacomo
AU - Marra, Camillo
AU - Bozzali, Marco
PY - 2016
Y1 - 2016
N2 - Cognitive reserve (CR) is known to modulate the clinical features of Alzheimer's disease (AD). This concept may be critical for the development of non-pharmacological interventions able to slow down patients' cognitive decline in the absence of disease-modifying treatments. We aimed at identifying the neurobiological substrates of CR (i.e., neural reserve) over the transition between normal aging and AD, by assessing the underlying brain networks and their topological properties. A cohort of 154 participants (n=68 with AD, n=61 with amnestic mild cognitive impairment (aMCI), and 25 healthy subjects) underwent resting-state functional MRI and neuropsychological testing. Within each group, participants were classified as having high or low CR, and functional connectivity measures were compared, within group, between high and low CR individuals. Network-based statistics and topological network properties derived from graph theory were explored. Connectivity differences between high and low CR were evident only for aMCI patients, with participants with high CR showing a significant increase of connectivity in a network involving mainly fronto-parietal nodes. Conversely, they showed significantly decreased connectivity in a network involving fronto-temporo-cerebellar nodes. Consistently, changes to topological measures were observed in either direction, and were associated with measures of global cognitive function. These findings support the hypothesis that CR impacts on neurodegenerative process in the early phase of AD only. In addition, they fit with the existence of a "neural reserve", characterized by specific neural networks and their efficiency. It remains to be demonstrated whether interventions later in life can modulate this "neural reserve".
AB - Cognitive reserve (CR) is known to modulate the clinical features of Alzheimer's disease (AD). This concept may be critical for the development of non-pharmacological interventions able to slow down patients' cognitive decline in the absence of disease-modifying treatments. We aimed at identifying the neurobiological substrates of CR (i.e., neural reserve) over the transition between normal aging and AD, by assessing the underlying brain networks and their topological properties. A cohort of 154 participants (n=68 with AD, n=61 with amnestic mild cognitive impairment (aMCI), and 25 healthy subjects) underwent resting-state functional MRI and neuropsychological testing. Within each group, participants were classified as having high or low CR, and functional connectivity measures were compared, within group, between high and low CR individuals. Network-based statistics and topological network properties derived from graph theory were explored. Connectivity differences between high and low CR were evident only for aMCI patients, with participants with high CR showing a significant increase of connectivity in a network involving mainly fronto-parietal nodes. Conversely, they showed significantly decreased connectivity in a network involving fronto-temporo-cerebellar nodes. Consistently, changes to topological measures were observed in either direction, and were associated with measures of global cognitive function. These findings support the hypothesis that CR impacts on neurodegenerative process in the early phase of AD only. In addition, they fit with the existence of a "neural reserve", characterized by specific neural networks and their efficiency. It remains to be demonstrated whether interventions later in life can modulate this "neural reserve".
KW - Alzheimer's disease
KW - Clinical Psychology
KW - Geriatrics and Gerontology
KW - Psychiatry and Mental Health
KW - amnestic mild cognitive impairment
KW - brain connectivity
KW - cognitive reserve
KW - compensatory network
KW - neural reserve
KW - Alzheimer's disease
KW - Clinical Psychology
KW - Geriatrics and Gerontology
KW - Psychiatry and Mental Health
KW - amnestic mild cognitive impairment
KW - brain connectivity
KW - cognitive reserve
KW - compensatory network
KW - neural reserve
UR - http://hdl.handle.net/10807/100268
UR - http://www.iospress.nl
U2 - 10.3233/JAD-160735
DO - 10.3233/JAD-160735
M3 - Article
SN - 1387-2877
VL - 55
SP - 421
EP - 430
JO - Journal of Alzheimer's Disease
JF - Journal of Alzheimer's Disease
ER -