The effect of LRRK2 loss-of-function variants in humans
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Whiffin, Nicola, et al. The Effect of Lrrk2 Loss-of-function Variants In Humans. Springer Nature, 2020. https://doi.org/10.17615/mbhc-1t81APA
Whiffin, N., Armean, I., Kleinman, A., Marshall, J., Minikel, E., Goodrich, J., Quaife, N., Cole, J., Wang, Q., Karczewski, K., Cummings, B., Francioli, L., Laricchia, K., Guan, A., Alipanahi, B., Morrison, P., Baptista, M., Merchant, K., Ware, J., Havulinna, A., Iliadou, B., Lee, J., Nadkarni, G., Whiteman, C., Daly, M., Esko, T., Hultman, C., Loos, R., Milani, L., Palotie, A., Pato, C., Pato, M., Saleheen, D., Sullivan, P., Alföldi, J., Cannon, P., & Mac Arthur, D. (2020). The effect of LRRK2 loss-of-function variants in humans. Springer Nature. https://doi.org/10.17615/mbhc-1t81Chicago
Whiffin, Nicola, Irina M Armean, Aaron Kleinman, Jamie L Marshall, Eric V Minikel, Julia K Goodrich, Nicholas M Quaife et al. 2020. The Effect of Lrrk2 Loss-Of-Function Variants In Humans. Springer Nature. https://doi.org/10.17615/mbhc-1t81- Creator
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Whiffin, Nicola
- ORCID: https://orcid.org/0000-0003-1554-6594
- Other Affiliation: National Heart & Lung Institute and MRC London Institute of Medical Sciences, Imperial College London, London, UK
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Armean, Irina M.
- ORCID: https://orcid.org/0000-0002-1043-4756
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Kleinman, Aaron
- Other Affiliation: 23andMe, Inc., Sunnyvale, CA, USA
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Marshall, Jamie L.
- ORCID: https://orcid.org/0000-0002-2364-391X
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Minikel, Eric V.
- ORCID: https://orcid.org/0000-0003-2206-1608
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Goodrich, Julia K.
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Quaife, Nicholas M.
- ORCID: https://orcid.org/0000-0003-2755-2086
- Other Affiliation: National Heart & Lung Institute and MRC London Institute of Medical Sciences, Imperial College London, London, UK
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Cole, Joanne B.
- ORCID: https://orcid.org/0000-0001-9520-2788
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Wang, Qingbo
- ORCID: https://orcid.org/0000-0002-9110-5830
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Karczewski, Konrad J.
- ORCID: https://orcid.org/0000-0003-2878-4671
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Cummings, Beryl B.
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Francioli, Laurent
- ORCID: https://orcid.org/0000-0002-3039-8895
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Laricchia, Kristen
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Guan, Anna
- Other Affiliation: 23andMe, Inc., Sunnyvale, CA, USA
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Alipanahi, Babak
- ORCID: https://orcid.org/0000-0001-8216-7178
- Other Affiliation: 23andMe, Inc., Sunnyvale, CA, USA
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Morrison, Peter
- Other Affiliation: 23andMe, Inc., Sunnyvale, CA, USA
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Baptista, Marco A. S.
- ORCID: https://orcid.org/0000-0002-5915-4894
- Other Affiliation: Michael J. Fox Foundation, New York, NY, USA
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Merchant, Kalpana M.
- Other Affiliation: Michael J. Fox Foundation, New York, NY, USA
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Ware, James S.
- ORCID: https://orcid.org/0000-0002-6110-5880
- Other Affiliation: National Heart & Lung Institute and MRC London Institute of Medical Sciences, Imperial College London, London, UK
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Havulinna, Aki S.
- ORCID: https://orcid.org/0000-0002-4787-8959
- Other Affiliation: National Institute for Health and Welfare, Helsinki, Finland
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Iliadou, Bozenna
- Other Affiliation: Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Lee, Jung-Jin
- Other Affiliation: Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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Nadkarni, Girish N.
- Other Affiliation: The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Whiteman, Cole
- Other Affiliation: Department of Psychiatry and the Behavioral Sciences, State University of New York, Downstate Medical Center, New York, NY, USA
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Daly, Mark
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Esko, Tõnu
- ORCID: https://orcid.org/0000-0003-1982-6569
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Hultman, Christina
- Other Affiliation: Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
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Loos, Ruth J. F.
- ORCID: https://orcid.org/0000-0002-8532-5087
- Other Affiliation: The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Milani, Lili
- ORCID: https://orcid.org/0000-0002-5323-3102
- Other Affiliation: Estonian Genome Center, Institute of Genomics, University of Tartu, Tartu, Estonia
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Palotie, Aarno
- ORCID: https://orcid.org/0000-0002-2527-5874
- Other Affiliation: Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA
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Pato, Carlos
- Other Affiliation: Department of Psychiatry and the Behavioral Sciences, State University of New York, Downstate Medical Center, New York, NY, USA
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Pato, Michele
- ORCID: https://orcid.org/0000-0002-4589-7398
- Other Affiliation: Department of Psychiatry and the Behavioral Sciences, State University of New York, Downstate Medical Center, New York, NY, USA
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Saleheen, Danish
- Other Affiliation: Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA
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Sullivan, Patrick F.
- School of Medicine, Department of Genetics
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Alföldi, Jessica
- ORCID: https://orcid.org/0000-0001-9713-6200
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Cannon, Paul
- Other Affiliation: 23andMe, Inc., Sunnyvale, CA, USA
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MacArthur, Daniel G.
- ORCID: https://orcid.org/0000-0002-5771-2290
- Other Affiliation: Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Whiffin, Nicola
- Abstract
Human genetic variants predicted to cause loss-of-function of protein-coding genes (pLoF variants) provide natural in vivo models of human gene inactivation and can be valuable indicators of gene function and the potential toxicity of therapeutic inhibitors targeting these genes1,2. Gain-of-kinase-function variants in LRRK2 are known to significantly increase the risk of Parkinson’s disease3,4, suggesting that inhibition of LRRK2 kinase activity is a promising therapeutic strategy. While preclinical studies in model organisms have raised some on-target toxicity concerns5–8, the biological consequences of LRRK2 inhibition have not been well characterized in humans. Here, we systematically analyze pLoF variants in LRRK2 observed across 141,456 individuals sequenced in the Genome Aggregation Database (gnomAD)9, 49,960 exome-sequenced individuals from the UK Biobank and over 4 million participants in the 23andMe genotyped dataset. After stringent variant curation, we identify 1,455 individuals with high-confidence pLoF variants in LRRK2. Experimental validation of three variants, combined with previous work10, confirmed reduced protein levels in 82.5% of our cohort. We show that heterozygous pLoF variants in LRRK2 reduce LRRK2 protein levels but that these are not strongly associated with any specific phenotype or disease state. Our results demonstrate the value of large-scale genomic databases and phenotyping of human loss-of-function carriers for target validation in drug discovery.
- Date of publication
- May 27, 2020
- Keyword
- exome-sequenced individuals
- loss-of-function
- therapeutic inhibitors
- preclinical studies
- effect
- cohort
- discovery
- work10
- protein-coding genes
- strategies
- risk
- target
- activity
- protein
- dataset
- inhibition of LRRK2 kinase activity
- state
- variants
- genome database
- individuals
- phenotype
- biological consequences
- drug discovery
- organization
- inhibitors
- study
- UK Biobank
- experimental validation
- potential toxicity
- kinase activity
- gene function
- variant curation
- human genetic variants
- levels
- genetic variants
- protein levels
- LRRK2
- pLoF variants
- target validation
- humans
- gene inactivation
- pLOF
- results
- LRRK2 kinase activity
- large-scale genomic databases
- inactivation
- validity
- genes
- loss-of-function carriers
- model
- function
- participants
- drug
- genome
- database
- carriers
- curation
- inhibition
- loss-of-function variants
- model organisms
- disease states
- indicators
- Biobank
- therapeutic strategies
- LRRK2 inhibition
- disease
- DOI
- Identifier
- PMCID: PMC7303015
- DOI: https://dx.doi.org/10.1038/s41591-020-0893-5
- Dimensions ID: pub.1127885680
- PMID: 32461697
- Resource type
- Article
- Rights statement
- In Copyright
- License
- Attribution 4.0 International
- Journal title
- Nature Medicine
- Journal volume
- 26
- Journal issue
- 6
- Page start
- 869
- Page end
- 877
- Version
- Publisher
- Funder
- National Institute of General Medical Sciences
- Michael J. Fox Foundation
- Rosetrees Trust
- Medical Research Council
- Department of Health and Social Care
- Swiss National Science Foundation
- National Institute of Diabetes and Digestive and Kidney Diseases
- National Institute for Health and Care Research
- Wellcome Trust
- National Institute of Allergy and Infectious Diseases
- British Heart Foundation
- National Institute of Mental Health
- Estonian Research Council
- ISSN
- 1078-8956
- 1546-170X
- Publisher
- Springer Nature
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