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Altered network stability in progressive supranuclear palsy.

David J Whiteside1, P Simon Jones1, Boyd C P Ghosh2

  • 1Cambridge University Department of Clinical Neurosciences and Cambridge University Hospitals NHS Trust, University of Cambridge, UK.

Neurobiology of Aging
|August 22, 2021
PubMed
Summary
This summary is machine-generated.

Progressive Supranuclear Palsy (PSP) alters brain network dynamics, leading to more time in inefficient cognitive states. This finding links neural signal complexity changes to disease severity.

Keywords:
ComplexityHidden Markov modelsNetwork dynamicsProgressive supranuclear palsy

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Area of Science:

  • Neuroscience
  • Neurology
  • Medical Imaging

Background:

  • Clinical syndromes of Progressive Supranuclear Palsy (PSP) may involve abnormal brain network temporal dynamics.
  • Atrophy, synapse loss, and neurotransmitter deficits are implicated in PSP pathophysiology.
  • Altered neural signal complexity might influence brain state transitions in neurological disorders.

Purpose of the Study:

  • To test if alterations in neural signal complexity impact short-latency state transitions in Progressive Supranuclear Palsy (PSP).
  • To investigate the relationship between brain network dynamics, signal complexity, and clinical severity in PSP.

Main Methods:

  • Utilized resting-state functional MRI (rs-fMRI) data from 94 PSP patients and 64 healthy controls across two cohorts.
  • Applied hidden Markov models to assess network dynamics and multiscale entropy to measure neural signal complexity.
  • Correlated network dynamics and complexity measures with clinical severity using the PSP-rating scale.

Main Results:

  • PSP patients spent a greater proportion of time in brain networks associated with higher cognitive functions compared to controls.
  • Reduced neural signal complexity in PSP correlated with increased time in these higher cognitive networks and clinical severity.
  • Abnormal brain-state occupancy was influenced by regional atrophy but also occurred in non-atrophic areas, indicating widespread network dysfunction.

Conclusions:

  • PSP pathology induces clinically significant changes in neural temporal dynamics.
  • The findings demonstrate a shift towards inefficient brain states in PSP, linked to reduced neural signal complexity.
  • Abnormal network dynamics in PSP are not solely confined to regions of atrophy.