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Updated: Jun 13, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Multimodal markers of immune activation predict cognitive outcomes in Parkinson's disease
K M Scott1, L R B Spindler2, A R D Peattie2
1Department of Clinical Neurosciences, University of Cambridge, Forvie Site, Robinson Way, Cambridge CB2 0PY, UK; Department of Neurology, Box 165, Cambridge University Hospitals NHS Trust, Hills Road, Cambridge CB2 0QQ, UK.
Background:
Inflammation is well described in the central nervous system (CNS) and the periphery in Parkinson's disease (PD) and has been implicated in dementia risk. Longitudinal studies to identify immune/inflammatory biomarkers predicting cognitive decline are lacking.
Methods:
Peripheral blood mononuclear cells and cerebrospinal fluid (CSF)-derived immune cells were obtained from newly-diagnosed PD cases and healthy controls as part of the NET-PDD study. Immunophenotyping was performed using flow cytometry. CSF:blood ratios were calculated as a index of cell ingress to the CNS. Neuroinflammation was evaluated using 11C-PK11195 positron emission tomography (PET) MRI scanning. Participants were then followed-up clinically for 3 years to determine cognitive outcomes.
Results:
Bivariate comparisons between PD cases who were cognitively impaired at 3 years (PD-CI N = 10), PD non cognitively impaired (PD-NCI, N = 25) and controls (N = 36) identified 22 blood/CSF immune variables that differed between groups. The differences with the largest effect sizes (Cliff's d) were a higher proportion of activated CD4 T cells in the blood (CD4 + CD28+, d = 0.63) and a higher CSF:blood ratio of memory B cells (d = 0.63) in PD-CI versus controls. The substantia nigra was the only brain region in which PD-CI versus controls showed a higher 11C-PK11195 non-displaceable binding potential (BPND) (d = 0.45). In a multivariate regression model including age and gender, the CSF:blood memory B cell ratio and substantia nigra 11C-PK11195 BPND at baseline predicted cognitive decline over 3 years. ROC analysis demonstrated that the lead blood, CSF and imaging markers individually predicted cognitive status at 3 years with good accuracy (AUC 0.79-0.85).
Conclusions:
An increase in activated CD4 cells in the blood, transition of B cells to the CNS and inflammation in the substantia nigra were predictive of longitudinal cognitive outcomes in PD. These markers warrant further validation as biomarkers for immune/inflammatory stratification and add to the evidence supporting development of therapeutic strategies to reduce microglial inflammation or the recruitment of lymphocytes to the CNS in early PD.
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