Transitions between cognitive topographies: contributions of network structure, neuromodulation, and disease.

TitleTransitions between cognitive topographies: contributions of network structure, neuromodulation, and disease.
Publication TypeJournal Article
Year of Publication2023
AuthorsLuppi AI, S Singleton P, Hansen JY, Bzdok D, Kuceyeski A, Betzel RF, Misic B
JournalbioRxiv
Date Published2023 Mar 17
Abstract

Patterns of neural activity underlie human cognition. Transitions between these patterns are orchestrated by the brain’s network architecture. What are the mechanisms linking network structure to cognitively relevant activation patterns? Here we implement principles of network control to investigate how the architecture of the human connectome shapes transitions between 123 experimentally defined cognitive activation maps (cognitive topographies) from the NeuroSynth meta-analytic engine. We also systematically incorporate neurotransmitter receptor density maps (18 receptors and transporters) and disease-related cortical abnormality maps (11 neurodegenerative, psychiatric and neurodevelopmental diseases; N = 17 000 patients, N = 22 000 controls). Integrating large-scale multimodal neuroimaging data from functional MRI, diffusion tractography, cortical morphometry, and positron emission tomography, we simulate how anatomically-guided transitions between cognitive states can be reshaped by pharmacological or pathological perturbation. Our results provide a comprehensive look-up table charting how brain network organisation and chemoarchitecture interact to manifest different cognitive topographies. This computational framework establishes a principled foundation for systematically identifying novel ways to promote selective transitions between desired cognitive topographies.

DOI10.1101/2023.03.16.532981
Alternate JournalbioRxiv
PubMed ID36993597
PubMed Central IDPMC10055141
Related Institute: 
Brain Health Imaging Institute (BHII)

Weill Cornell Medicine
Department of Radiology
525 East 68th Street New York, NY 10065