A Functional Genetic Atlas of Parkin Resolves Variants of Uncertain Significance and Predicts Parkinson’s Disease Age at Onset
Open accessAbstract
Autosomal recessive mutations in the Parkin gene ( PRKN ) cause early-onset Parkinson’s disease (PD). Parkin functions as a ubiquitin E3 ligase acting downstream of the PINK1 kinase to promote phosphorylated ubiquitin at sites of mitochondrial damage. Yet the functional effects of most PRKN gene variants remain unknown. Here we use a pooled cellular assay measuring phosphorylated ubiquitin accumulation to quantify the activity of ∼9,200 PRKN missense and nonsense variants. Our screen identifies thousands of loss- and gain-of-function variants, including activating variants mainly residing at autoinhibitory interfaces. Functional scores accurately distinguish known PD pathogenic and benign variants, and enable reclassification of 173/184 variants of uncertain significance (VUS). When combined into biallelic genotype scores, these data predict the age at disease onset in patients, revealing a quantitative link between Parkin activity and clinical manifestation. Our results provide a comprehensive functional genetic map of Parkin and demonstrate the power of multiplexed assays of variant effects (MAVEs) for variant interpretation and precision medicine in PD.
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Two independent MAVEs of Parkin using different cellular systems and assay designs showed strong agreement (R = 0.77) and high diagnostic performance (ROC AUC 0.92 and 0.94), despite differences in library design, functional readout, and model system.
“Two independent MAVEs of Parkin using different cellular systems and assay designs showed strong agreement (R = 0.77) and high diagnostic performance (ROC AUC 0.92 and 0.94), despite differences in library design, functional readout, and model system (101, 102).”
From Massively parallel functional genomic assays in endocrinology: from promise to delivery (2026) · cites this paper as [102]
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Seirafi, M., Kozlov, G., & Gehring, K. (2015) · The FEBS Journal · doi:10.1111/febs.13249 · Cited by 256 · see citing works
Parkinson’s disease variant detection and disclosure: PD GENEration, a North American study
Cook, L., Verbrugge, J., Schwantes-An, T.-H., Schulze, J., Foroud, T., Hall, A., Marder, K. S., Mata, I. F., Mencacci, N. E., Nance, M. A., et al. (2024) · Brain · doi:10.1093/brain/awae142 · Cited by 108 · see citing works
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Massively parallel functional genomic assays in endocrinology: from promise to delivery
Xu, J., Aslanzadeh, V., Kudla, G., & Semple, R. K. (2026) · Journal of Molecular Endocrinology · doi:10.1530/jme-25-0134
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- Authors
- Aslanzadeh, V., Glendinning, S., Sari, Y., Clarke, M., Rodger, C. J., Lin, X., Lenka, D. R., Richardson, L., Liang, J. R., Kleinz, T., Sproul, D., Lohmann, K., Klein, C., Sammler, E. M., Alessi, D. R., Kumar, A., Muqit, M. M. K., & Kudla, G.
- Affiliations
- Institute of Genetics and Cancer (GB)
- University of Dundee (GB)
- Indian Institute of Science Education and Research, Bhopal (IN)
- University of Lübeck (DE)
- Corresponding author
- Kudla, Grzegorz
- ORCID
- Venue
- bioRxiv (Cold Spring Harbor Laboratory)
- Publisher
- openRxiv
- Published
- 2026-02-09
- OpenAlex
- W7128535708
- Cited by
- 1
- References
- 2
- Citations by year
- 2026: 1
- Type
- posted content
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion, cc-by)
- Discovery Research Portal (University of Dundee) (submittedVersion, cc-by)
- Topics
- Health Sciences › Medicine › Neurology › Parkinson's Disease Mechanisms and Treatments
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genomics and Rare Diseases
- Life Sciences › Neuroscience › Cellular and Molecular Neuroscience › Hereditary Neurological Disorders
- Keywords
- Parkin, Parkinson's disease, variants of uncertain significance, variant reclassification, E3 ubiquitin ligase, PINK1, mitochondrial damage, genotype score, MAVE, precision medicine
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