The Effect of Neuroepo on Cognition in Parkinson’s Disease Patients Is Mediated by Electroencephalogram Source Activity
Developmental psychology
FOS: Political science
source analysis
Neurosciences. Biological psychiatry. Neuropsychiatry
FOS: Law
Role of Erythropoietin in Disease Treatment and Management
Structural equation modeling
Neuroepo
Cellular and Molecular Neuroscience
03 medical and health sciences
Cognition
0302 clinical medicine
whitening
Neuropsychology
Health Sciences
FOS: Mathematics
Psychology
EEG
Cognitive test
Internal medicine
Political science
Statistics
Mediation
Life Sciences
Neural Interface Technology
Hematology
Audiology
Neuroprotection
3. Good health
Canonical Correlation Analysis (CCA)
FOS: Psychology
Neurology
Parkinson’s disease
Medicine
Law
Pathophysiology of Parkinson's Disease
Mathematics
RC321-571
Neuroscience
DOI:
10.3389/fnins.2022.841428
Publication Date:
2022-06-30T09:15:55Z
AUTHORS (13)
ABSTRACT
We report on the quantitative electroencephalogram (qEEG) and cognitive effects of Neuroepo in Parkinson’s disease (PD) from a double-blind safety trial (https://clinicaltrials.gov/, number NCT04110678). Neuroepo is a new erythropoietin (EPO) formulation with a low sialic acid content with satisfactory results in animal models and tolerance in healthy participants and PD patients. In this study, 26 PD patients were assigned randomly to Neuroepo (n = 15) or placebo (n = 11) groups to test the tolerance of the drug. Outcome variables were neuropsychological tests and resting-state source qEEG at baseline and 6 months after administering the drug. Probabilistic Canonical Correlation Analysis was used to extract latent variables for the cognitive and for qEEG variables that shared a common source of variance. We obtained canonical variates for Cognition and qEEG with a correlation of 0.97. Linear Mixed Model analysis showed significant positive dependence of the canonical variate cognition on the dose and the confounder educational level (p = 0.003 and p = 0.02, respectively). Additionally, in the mediation equation, we found a positive dependence of Cognition with qEEG for (p = < 0.0001) and with dose (p = 0.006). Despite the small sample, both tests were powered over 89%. A combined mediation model showed that 66% of the total effect of the cognitive improvement was mediated by qEEG (p = 0.0001), with the remaining direct effect between dose and Cognition (p = 0.002), due to other causes. These results suggest that Neuroepo has a positive influence on Cognition in PD patients and that a large portion of this effect is mediated by brain mechanisms reflected in qEEG.
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