Viscous dynamics associated with hypoexcitation and structural disintegration in neurodegeneration via generative whole‐brain modeling Article Swipe
Carlos Coronel‐Oliveros
,
Raúl González-Gómez
,
Kamalini G. Ranasinghe
,
Agustín Sainz‐Ballesteros
,
Agustina Legaz
,
Sol Fittipaldi
,
Josephine Cruzat
,
Rubén Herzog
,
Görsev Yener
,
Mario A. Parra
,
David Aguillón
,
Francisco Lopera
,
Hernando Santamaría‐García
,
Sebastián Moguilner
,
Vicente Medel
,
Patricio Orio
,
Robert Whelan
,
Enzo Tagliazucchi
,
Pavel Prado
,
Agustín Ibáñez
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1002/alz.13788
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.1002/alz.13788
INTRODUCTION Alzheimer's disease (AD) and behavioral variant frontotemporal dementia (bvFTD) lack mechanistic biophysical modeling in diverse, underrepresented populations. Electroencephalography (EEG) is a high temporal resolution, cost‐effective technique for studying dementia globally, but lacks mechanistic models and produces non‐replicable results. METHODS We developed a generative whole‐brain model that combines EEG source‐level metaconnectivity, anatomical priors, and a perturbational approach. This model was applied to Global South participants (AD, bvFTD, and healthy controls). RESULTS Metaconnectivity outperformed pairwise connectivity and revealed more viscous dynamics in patients, with altered metaconnectivity patterns associated with multimodal disease presentation. The biophysical model showed that connectome disintegration and hypoexcitability triggered altered metaconnectivity dynamics and identified critical regions for brain stimulation. We replicated the main results in a second subset of participants for validation with unharmonized, heterogeneous recording settings. DISCUSSION The results provide a novel agenda for developing mechanistic model‐inspired characterization and therapies in clinical, translational, and computational neuroscience settings.
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Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1002/alz.13788
- https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/alz.13788
- OA Status
- hybrid
- Cited By
- 15
- References
- 144
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4392959201
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Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4392959201Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.1002/alz.13788Digital Object Identifier
- Title
-
Viscous dynamics associated with hypoexcitation and structural disintegration in neurodegeneration via generative whole‐brain modelingWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-03-19Full publication date if available
- Authors
-
Carlos Coronel‐Oliveros, Raúl González-Gómez, Kamalini G. Ranasinghe, Agustín Sainz‐Ballesteros, Agustina Legaz, Sol Fittipaldi, Josephine Cruzat, Rubén Herzog, Görsev Yener, Mario A. Parra, David Aguillón, Francisco Lopera, Hernando Santamaría‐García, Sebastián Moguilner, Vicente Medel, Patricio Orio, Robert Whelan, Enzo Tagliazucchi, Pavel Prado, Agustín IbáñezList of authors in order
- Landing page
-
https://doi.org/10.1002/alz.13788Publisher landing page
- PDF URL
-
https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/alz.13788Direct link to full text PDF
- Open access
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YesWhether a free full text is available
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-
hybridOpen access status per OpenAlex
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https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/alz.13788Direct OA link when available
- Concepts
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Neurodegeneration, Neuroscience, Dynamics (music), Generative grammar, Physics, Psychology, Computer science, Medicine, Artificial intelligence, Disease, Pathology, AcousticsTop concepts (fields/topics) attached by OpenAlex
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15Total citation count in OpenAlex
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2025: 8, 2024: 7Per-year citation counts (last 5 years)
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144Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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