Brain ConnectivityNeurosciencePeer-reviewed journal article
Brain networks and cognitive impairment in Parkinson's disease
Rosaria RuccoiD, Anna LardoneiD, Marianna LiparotiiD, Emahnuel Troisi LopeziD, Rosa De MiccoiD, Alessandro TessitoreiD, C. GranataiD, Laura MandolesiiD, Giuseppe SorrentinoiD, Pierpaolo SorrentinoiD
Abstract
AimThe aim of the present study is to investigate the relations between both functional connectivity and brain networks with cognitive decline, in patients with Parkinsons disease (PD). IntroductionPD phenotype is not limited to motor impairment but, rather, a wide range of non-motor disturbances can occur, cognitive impairment being one of the commonest. However, how the large-scale organization of brain activity differs in cognitively impaired patients, as opposed to cognitively preserved ones, remains poorly understood. MethodsStarting from source-reconstructed resting-state magnetoencephalography data, we applied the PLM to estimate functional connectivity, globally and between brain areas, in PD patients with and without cognitive impairment (respectively PD-CI and PD-NC), as compared to healthy subjects (HS). Furthermore, using graph analysis, we characterized the alterations in brain network topology and related these, as well as the functional connectivity, to cognitive performance. ResultsWe found reduced global and nodal PLM in several temporal (fusiform gyrus, Heschls gyrus and inferior temporal gyrus), parietal (postcentral gyrus), and occipital (lingual gyrus) areas within the left hemisphere, in the gamma band, in PD-CI patients, as compared to PD-NC and HS. With regard to the global topological features, PD-CI patients, as compared to HS and PD-NC patients, showed differences in multi frequencies bands (delta, alpha, gamma) in the Leaf fraction, Tree hierarchy (both higher in PD-CI) and Diameter (lower in PD-CI). Finally, we found statistically significant correlations between the MoCA test and both the Diameter in delta band and the Tree Hierarchy in the alpha band. ConclusionOur work points to specific large-scale rearrangements that occur selectively in cognitively compromised PD patients and correlated to cognitive impairment.
- organism: human
- assay: electronic health records
- research focus: cell-cell communication
- research focus: differential expression
- research focus: spatial domain detection
- approach: statistical model
- Citations
- 28
- FWCI
- 3.02
- Field percentile
- top 8%
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