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Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition
The objective was to assess dynamic functional connectivity (FC) and local/global connectivity in Parkinson's disease (PD) patients with mild cognitive impairment (PD-MCI) and with normal cognition (PD-NC). The sample included 35 PD patients and 26 healthy controls (HC). Cognitive assessment fo...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5842729/ https://www.ncbi.nlm.nih.gov/pubmed/29527489 http://dx.doi.org/10.1016/j.nicl.2017.12.013 |
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author | Díez-Cirarda, María Strafella, Antonio P. Kim, Jinhee Peña, Javier Ojeda, Natalia Cabrera-Zubizarreta, Alberto Ibarretxe-Bilbao, Naroa |
author_facet | Díez-Cirarda, María Strafella, Antonio P. Kim, Jinhee Peña, Javier Ojeda, Natalia Cabrera-Zubizarreta, Alberto Ibarretxe-Bilbao, Naroa |
author_sort | Díez-Cirarda, María |
collection | PubMed |
description | The objective was to assess dynamic functional connectivity (FC) and local/global connectivity in Parkinson's disease (PD) patients with mild cognitive impairment (PD-MCI) and with normal cognition (PD-NC). The sample included 35 PD patients and 26 healthy controls (HC). Cognitive assessment followed an extensive neuropsychological battery. For resting-state functional MRI (rs-fMRI) analysis, independent component analysis (ICA) was performed and components were located in 7 networks: Subcortical (SC), Auditory (AUD), Somatomotor (SM), visual (VI), cognitive-control (CC), default-mode (DMN), and cerebellar (CB). Dynamic FC analysis was performed using the GIFT toolbox. FC differences between groups in each FC state were analysed with the network-based statistic (NBS) approach. Finally, a graph-theoretical analysis for local/global parameters was performed. The whole sample showed 2 dynamic FC states during the rs-fMRI. PD-MCI patients showed decreased mean dwell time in the hypo-connectivity state (p = 0.030) and showed increased number of state transitions (p = 0.007) compared with the HC. In addition, in the hypo-connectivity state, PD-MCI patients showed reduced inter-network FC between the SM-CC, SM-VI, SM-AUD, CC-VI and SC-DMN compared with the HC (p < 0.05-FDR). These FC alterations in PD-MCI were accompanied by graph-topological alterations in nodes located in the SM network (p < 0.001). In contrast, no differences were found between the PD-NC and HC. Findings suggest the presence of dynamic functional brain deteriorations in PD-MCI that are not present in PD-NC, showing the PD-MCI group dynamic FC dysfunctions, reduced FC mostly between SM-CC networks and graph-topological deteriorations in the SM network. A dynamic FC approach could be helpful to understand cognitive deterioration in PD. |
format | Online Article Text |
id | pubmed-5842729 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-58427292018-03-09 Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition Díez-Cirarda, María Strafella, Antonio P. Kim, Jinhee Peña, Javier Ojeda, Natalia Cabrera-Zubizarreta, Alberto Ibarretxe-Bilbao, Naroa Neuroimage Clin Regular Article The objective was to assess dynamic functional connectivity (FC) and local/global connectivity in Parkinson's disease (PD) patients with mild cognitive impairment (PD-MCI) and with normal cognition (PD-NC). The sample included 35 PD patients and 26 healthy controls (HC). Cognitive assessment followed an extensive neuropsychological battery. For resting-state functional MRI (rs-fMRI) analysis, independent component analysis (ICA) was performed and components were located in 7 networks: Subcortical (SC), Auditory (AUD), Somatomotor (SM), visual (VI), cognitive-control (CC), default-mode (DMN), and cerebellar (CB). Dynamic FC analysis was performed using the GIFT toolbox. FC differences between groups in each FC state were analysed with the network-based statistic (NBS) approach. Finally, a graph-theoretical analysis for local/global parameters was performed. The whole sample showed 2 dynamic FC states during the rs-fMRI. PD-MCI patients showed decreased mean dwell time in the hypo-connectivity state (p = 0.030) and showed increased number of state transitions (p = 0.007) compared with the HC. In addition, in the hypo-connectivity state, PD-MCI patients showed reduced inter-network FC between the SM-CC, SM-VI, SM-AUD, CC-VI and SC-DMN compared with the HC (p < 0.05-FDR). These FC alterations in PD-MCI were accompanied by graph-topological alterations in nodes located in the SM network (p < 0.001). In contrast, no differences were found between the PD-NC and HC. Findings suggest the presence of dynamic functional brain deteriorations in PD-MCI that are not present in PD-NC, showing the PD-MCI group dynamic FC dysfunctions, reduced FC mostly between SM-CC networks and graph-topological deteriorations in the SM network. A dynamic FC approach could be helpful to understand cognitive deterioration in PD. Elsevier 2017-12-09 /pmc/articles/PMC5842729/ /pubmed/29527489 http://dx.doi.org/10.1016/j.nicl.2017.12.013 Text en © 2017 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Regular Article Díez-Cirarda, María Strafella, Antonio P. Kim, Jinhee Peña, Javier Ojeda, Natalia Cabrera-Zubizarreta, Alberto Ibarretxe-Bilbao, Naroa Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition |
title | Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition |
title_full | Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition |
title_fullStr | Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition |
title_full_unstemmed | Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition |
title_short | Dynamic functional connectivity in Parkinson's disease patients with mild cognitive impairment and normal cognition |
title_sort | dynamic functional connectivity in parkinson's disease patients with mild cognitive impairment and normal cognition |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5842729/ https://www.ncbi.nlm.nih.gov/pubmed/29527489 http://dx.doi.org/10.1016/j.nicl.2017.12.013 |
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