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Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease
Common and rare variants in the LRRK2 locus are associated with Parkinson’s disease (PD) risk, but the downstream effects of these variants on protein levels remain unknown. We performed comprehensive proteogenomic analyses using the largest aptamer-based CSF proteomics study to date (7006 aptamers...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329646/ https://www.ncbi.nlm.nih.gov/pubmed/37422510 http://dx.doi.org/10.1038/s41531-023-00555-4 |
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author | Phillips, Bridget Western, Daniel Wang, Lihua Timsina, Jigyasha Sun, Yichen Gorijala, Priyanka Yang, Chengran Do, Anh Nykänen, Niko-Petteri Alvarez, Ignacio Aguilar, Miquel Pastor, Pau Morris, John C. Schindler, Suzanne E. Fagan, Anne M. Puerta, Raquel García-González, Pablo de Rojas, Itziar Marquié, Marta Boada, Mercè Ruiz, Agustin Perlmutter, Joel S. Ibanez, Laura Perrin, Richard J. Sung, Yun Ju Cruchaga, Carlos |
author_facet | Phillips, Bridget Western, Daniel Wang, Lihua Timsina, Jigyasha Sun, Yichen Gorijala, Priyanka Yang, Chengran Do, Anh Nykänen, Niko-Petteri Alvarez, Ignacio Aguilar, Miquel Pastor, Pau Morris, John C. Schindler, Suzanne E. Fagan, Anne M. Puerta, Raquel García-González, Pablo de Rojas, Itziar Marquié, Marta Boada, Mercè Ruiz, Agustin Perlmutter, Joel S. Ibanez, Laura Perrin, Richard J. Sung, Yun Ju Cruchaga, Carlos |
author_sort | Phillips, Bridget |
collection | PubMed |
description | Common and rare variants in the LRRK2 locus are associated with Parkinson’s disease (PD) risk, but the downstream effects of these variants on protein levels remain unknown. We performed comprehensive proteogenomic analyses using the largest aptamer-based CSF proteomics study to date (7006 aptamers (6138 unique proteins) in 3107 individuals). The dataset comprised six different and independent cohorts (five using the SomaScan7K (ADNI, DIAN, MAP, Barcelona-1 (Pau), and Fundació ACE (Ruiz)) and the PPMI cohort using the SomaScan5K panel). We identified eleven independent SNPs in the LRRK2 locus associated with the levels of 25 proteins as well as PD risk. Of these, only eleven proteins have been previously associated with PD risk (e.g., GRN or GPNMB). Proteome-wide association study (PWAS) analyses suggested that the levels of ten of those proteins were genetically correlated with PD risk, and seven were validated in the PPMI cohort. Mendelian randomization analyses identified GPNMB, LCT, and CD68 causal for PD and nominate one more (ITGB2). These 25 proteins were enriched for microglia-specific proteins and trafficking pathways (both lysosome and intracellular). This study not only demonstrates that protein phenome-wide association studies (PheWAS) and trans-protein quantitative trail loci (pQTL) analyses are powerful for identifying novel protein interactions in an unbiased manner, but also that LRRK2 is linked with the regulation of PD-associated proteins that are enriched in microglial cells and specific lysosomal pathways. |
format | Online Article Text |
id | pubmed-10329646 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-103296462023-07-10 Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease Phillips, Bridget Western, Daniel Wang, Lihua Timsina, Jigyasha Sun, Yichen Gorijala, Priyanka Yang, Chengran Do, Anh Nykänen, Niko-Petteri Alvarez, Ignacio Aguilar, Miquel Pastor, Pau Morris, John C. Schindler, Suzanne E. Fagan, Anne M. Puerta, Raquel García-González, Pablo de Rojas, Itziar Marquié, Marta Boada, Mercè Ruiz, Agustin Perlmutter, Joel S. Ibanez, Laura Perrin, Richard J. Sung, Yun Ju Cruchaga, Carlos NPJ Parkinsons Dis Article Common and rare variants in the LRRK2 locus are associated with Parkinson’s disease (PD) risk, but the downstream effects of these variants on protein levels remain unknown. We performed comprehensive proteogenomic analyses using the largest aptamer-based CSF proteomics study to date (7006 aptamers (6138 unique proteins) in 3107 individuals). The dataset comprised six different and independent cohorts (five using the SomaScan7K (ADNI, DIAN, MAP, Barcelona-1 (Pau), and Fundació ACE (Ruiz)) and the PPMI cohort using the SomaScan5K panel). We identified eleven independent SNPs in the LRRK2 locus associated with the levels of 25 proteins as well as PD risk. Of these, only eleven proteins have been previously associated with PD risk (e.g., GRN or GPNMB). Proteome-wide association study (PWAS) analyses suggested that the levels of ten of those proteins were genetically correlated with PD risk, and seven were validated in the PPMI cohort. Mendelian randomization analyses identified GPNMB, LCT, and CD68 causal for PD and nominate one more (ITGB2). These 25 proteins were enriched for microglia-specific proteins and trafficking pathways (both lysosome and intracellular). This study not only demonstrates that protein phenome-wide association studies (PheWAS) and trans-protein quantitative trail loci (pQTL) analyses are powerful for identifying novel protein interactions in an unbiased manner, but also that LRRK2 is linked with the regulation of PD-associated proteins that are enriched in microglial cells and specific lysosomal pathways. Nature Publishing Group UK 2023-07-08 /pmc/articles/PMC10329646/ /pubmed/37422510 http://dx.doi.org/10.1038/s41531-023-00555-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Phillips, Bridget Western, Daniel Wang, Lihua Timsina, Jigyasha Sun, Yichen Gorijala, Priyanka Yang, Chengran Do, Anh Nykänen, Niko-Petteri Alvarez, Ignacio Aguilar, Miquel Pastor, Pau Morris, John C. Schindler, Suzanne E. Fagan, Anne M. Puerta, Raquel García-González, Pablo de Rojas, Itziar Marquié, Marta Boada, Mercè Ruiz, Agustin Perlmutter, Joel S. Ibanez, Laura Perrin, Richard J. Sung, Yun Ju Cruchaga, Carlos Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease |
title | Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease |
title_full | Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease |
title_fullStr | Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease |
title_full_unstemmed | Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease |
title_short | Proteome wide association studies of LRRK2 variants identify novel causal and druggable proteins for Parkinson’s disease |
title_sort | proteome wide association studies of lrrk2 variants identify novel causal and druggable proteins for parkinson’s disease |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10329646/ https://www.ncbi.nlm.nih.gov/pubmed/37422510 http://dx.doi.org/10.1038/s41531-023-00555-4 |
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