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Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease
To explore the effects of PD pathology on brain connectivity, we characterized with an emergent computational approach the brain metabolic connectome using [18F]FDG-PET in early idiopathic PD patients. We applied whole-brain and pathology-based connectivity analyses, using sparse-inverse covariance...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5484707/ https://www.ncbi.nlm.nih.gov/pubmed/28652595 http://dx.doi.org/10.1038/s41598-017-04102-z |
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author | Sala, Arianna Caminiti, Silvia Paola Presotto, Luca Premi, Enrico Pilotto, Andrea Turrone, Rosanna Cosseddu, Maura Alberici, Antonella Paghera, Barbara Borroni, Barbara Padovani, Alessandro Perani, Daniela |
author_facet | Sala, Arianna Caminiti, Silvia Paola Presotto, Luca Premi, Enrico Pilotto, Andrea Turrone, Rosanna Cosseddu, Maura Alberici, Antonella Paghera, Barbara Borroni, Barbara Padovani, Alessandro Perani, Daniela |
author_sort | Sala, Arianna |
collection | PubMed |
description | To explore the effects of PD pathology on brain connectivity, we characterized with an emergent computational approach the brain metabolic connectome using [18F]FDG-PET in early idiopathic PD patients. We applied whole-brain and pathology-based connectivity analyses, using sparse-inverse covariance estimation in thirty-four cognitively normal PD cases and thirty-four age-matched healthy subjects for comparisons. Further, we assessed high-order resting state networks by interregional correlation analysis. Whole-brain analysis revealed altered metabolic connectivity in PD, with local decreases in frontolateral cortex and cerebellum and increases in the basal ganglia. Widespread long-distance decreases were present within the frontolateral cortex as opposed to connectivity increases in posterior cortical regions, all suggestive of a global-scale connectivity reconfiguration. The pathology-based analyses revealed significant connectivity impairment in the nigrostriatal dopaminergic pathway and in the regions early affected by α-synuclein pathology. Notably, significant connectivity changes were present in several resting state networks especially in frontal regions. These findings expand previous imaging evidence of altered connectivity in cognitively stable PD patients by showing pathology-based connectivity changes and disease-specific metabolic architecture reconfiguration at multiple scale levels, from the earliest PD phases. These alterations go well beyond the known striato-cortical connectivity derangement supporting in vivo an extended neural vulnerability in the PD synucleinopathy. |
format | Online Article Text |
id | pubmed-5484707 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-54847072017-06-30 Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease Sala, Arianna Caminiti, Silvia Paola Presotto, Luca Premi, Enrico Pilotto, Andrea Turrone, Rosanna Cosseddu, Maura Alberici, Antonella Paghera, Barbara Borroni, Barbara Padovani, Alessandro Perani, Daniela Sci Rep Article To explore the effects of PD pathology on brain connectivity, we characterized with an emergent computational approach the brain metabolic connectome using [18F]FDG-PET in early idiopathic PD patients. We applied whole-brain and pathology-based connectivity analyses, using sparse-inverse covariance estimation in thirty-four cognitively normal PD cases and thirty-four age-matched healthy subjects for comparisons. Further, we assessed high-order resting state networks by interregional correlation analysis. Whole-brain analysis revealed altered metabolic connectivity in PD, with local decreases in frontolateral cortex and cerebellum and increases in the basal ganglia. Widespread long-distance decreases were present within the frontolateral cortex as opposed to connectivity increases in posterior cortical regions, all suggestive of a global-scale connectivity reconfiguration. The pathology-based analyses revealed significant connectivity impairment in the nigrostriatal dopaminergic pathway and in the regions early affected by α-synuclein pathology. Notably, significant connectivity changes were present in several resting state networks especially in frontal regions. These findings expand previous imaging evidence of altered connectivity in cognitively stable PD patients by showing pathology-based connectivity changes and disease-specific metabolic architecture reconfiguration at multiple scale levels, from the earliest PD phases. These alterations go well beyond the known striato-cortical connectivity derangement supporting in vivo an extended neural vulnerability in the PD synucleinopathy. Nature Publishing Group UK 2017-06-26 /pmc/articles/PMC5484707/ /pubmed/28652595 http://dx.doi.org/10.1038/s41598-017-04102-z Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Sala, Arianna Caminiti, Silvia Paola Presotto, Luca Premi, Enrico Pilotto, Andrea Turrone, Rosanna Cosseddu, Maura Alberici, Antonella Paghera, Barbara Borroni, Barbara Padovani, Alessandro Perani, Daniela Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease |
title | Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease |
title_full | Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease |
title_fullStr | Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease |
title_full_unstemmed | Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease |
title_short | Altered brain metabolic connectivity at multiscale level in early Parkinson’s disease |
title_sort | altered brain metabolic connectivity at multiscale level in early parkinson’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5484707/ https://www.ncbi.nlm.nih.gov/pubmed/28652595 http://dx.doi.org/10.1038/s41598-017-04102-z |
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