A scalable model for Parkinson's disease genetic research in underrepresented populations: lessons from Kyrgyzstan
Shambetova, C.; Zhunusova, E.; Ismailova, A.; Perinan, M. T.; Kiyalbekova, S.; Gabbert, C.; Lim, S.-Y.; Djumalieva, G.; Iliazova, A.; Beishembieva, N.; Kubanychbekova, A.; Kanana, Y.; Peredereeva, E.; Metinov, A.; Sorokin, A.; Abdumalikova, A.; Bazarbaeva, S.; Pakhridinova, G.; Sattarova, B.; Upaeva, A.; Zhamilova, G.; Zhumadylova, E.; Mamytova, E.; Baisalov, M.; Baitelieva, A.; Imanalieva, Z.; Bolotalieva, A.; Toktomametova, A.; Atambekova, N.; Baltabaeva, S.; Dalbaeva, A.; Osmonova, Z.; Nurbekova, B.; Mukhanova, A.; Tsopova, I.; Kleinz, T.; Sverdlova, I.; Lange, L. M.; Trinh, J.; Blauwendraa
Show abstract
Background Scalable models for Parkinson's disease (PD) genetics in underrepresented populations are needed, as most studies have focused on individuals of European-ancestry, limiting generalisability across ancestral and environmental contexts. Kyrgyzstan has been largely absent from global PD research. Using Kyrgyzstan as a case study, we aimed to develop and evaluate a scalable PD genetics model integrating research and local capacity building. Methods We implemented a stepwise capacity-building framework within a multi-site prospective PD genetics cohort that included participants with PD and controls, with longitudinal follow-up. The framework integrated community engagement, workforce development, specialist clinical services, data governance, clinical phenotyping, biobanking, and genetic data generation. Participants were recruited through a university-affiliated movement disorders clinic and mobile outreach clinics, using a secure electronic data-capture system and Global Parkinson's Genetics Program (GP2)-aligned standards. Feasibility endpoints included recruitment, participation, assessment completeness, and genetic quality-control metrics. Findings Within 20 months, specialist clinical services and a PD registry with biobanking and secure data infrastructure were established, and 1240 participants were enrolled, representing multiple Central Asian ethnicities, including Kyrgyz, Uzbek, Uyghur, Tatar, Kalmyk, and Dungan, and the country's rural-urban distribution. High participation coincided with community engagement and recruitment through mobile clinics and community outreach. Interpretation Embedding capacity building within active research enabled rapid development of neurogenetic and specialist clinical infrastructure in a resource-limited setting. This programme provides a potentially transferable model for equitable inclusion of underrepresented populations in PD genetics and related neurogenetic research in low- and middle-income countries. Funding This project was supported by the Global Parkinson's Genetics Program (GP2; https://gp2.org). GP2 is funded by the Aligning Science Across Parkinson's (ASAP) initiative and implemented by The Michael J. Fox Foundation for Parkinson's Research (MJFF).
Matching journals
The top 2 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- MAPT allele and haplotype frequencies in Nigerian Africans: population distribution and association with Parkinson’s disease risk and age at onset 92%
- Timely referral for advanced therapy in Parkinson’s disease. Development of a screening tool 91%
- Prodromal Progressive Supranuclear Palsy – insights from the UK Biobank 91%
Similar papers in this journal
- The age at onset of LRRK2 p.Gly2019Ser Parkinson's disease across ancestries and countries of origin 92%
- Persistent racial disparities in deep brain stimulation for Parkinson’s disease 91%
- Development of Parkinson’s disease and its relationship with incidentally-discovered white matter disease and covert brain infarction in a real world cohort 90%
Similar papers in this journal
- Utilization of CoRDS Registry to Monitor Quality of Life in Patients with VCP Multisystem Proteinopathy 87%
- The COVID-19 pandemic impact on continuity of care provision on rare brain diseases and on Ataxia, Dystonia and PKU. A scoping review protocol 87%
- Clinical, biochemical and molecular analysis in a cohort of individuals with gyrate atrophy 86%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.