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Updated: Sep 14, 2025

Dynamic Digital Biomarkers of Motor and Cognitive Function in Parkinson's Disease
Published on: July 24, 2019
Identifying individuals at-risk of developing Parkinson's disease using a population-based recruitment strategy: The
Sebastian Schade1, Soumyabrata Ghosh2, Alicia Garrido3
1Paracelsus-Elena-Klinik Kassel, Kassel, Germany. sebastian.schade@pkd.de.
Abstract:
Neurodegeneration in Parkinson's disease (PD) occurs before motor features develop: assessing risk factors and identifying prodromal markers is necessary to recruit prodromal cohorts, improve early diagnosis, and develop preventive therapies. As part of Healthy Brain Ageing (HeBA), we implemented a stepwise, population-based screening to identify people at high risk of developing PD. Residents (n = 158,818; 50-80 years) in and around Kassel, Germany were invited to complete an online survey with questions for prodromal symptoms and risk factors. An individual risk score was calculated (International Parkinson and Movement Disorder Society criteria). Selected individuals received a smell test. 8001 of 8774 survey responses were valid; the response rate to the smell test mailings (n = 3021) was 90%. Hyposmic participants (n = 1019) had more subjective hyposmia and subjective memory impairment (p < 0.01). Follow-up visits will validate the recruitment strategy and monitor conversion to manifest PD. Our recruitment strategy identifies people who might be at risk for PD.
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