Transcriptomics and weighted protein network analyses of the LRRK2 protein interactome reveal distinct molecular signatures for sporadic and LRRK2 Parkinson's Disease.


Journal

NPJ Parkinson's disease
ISSN: 2373-8057
Titre abrégé: NPJ Parkinsons Dis
Pays: United States
ID NLM: 101675390

Informations de publication

Date de publication:
03 Aug 2024
Historique:
received: 12 02 2024
accepted: 24 07 2024
medline: 4 8 2024
pubmed: 4 8 2024
entrez: 3 8 2024
Statut: epublish

Résumé

Mutations in the LRRK2 gene are the most common genetic cause of familial Parkinson's Disease (LRRK2-PD) and an important risk factor for sporadic PD (sPD). Multiple clinical trials are ongoing to evaluate the benefits associated with the therapeutical reduction of LRRK2 kinase activity. In this study, we described the changes of transcriptomic profiles (whole blood mRNA levels) of LRRK2 protein interactors in sPD and LRRK2-PD cases as compared to healthy controls with the aim of comparing the two PD conditions. We went on to model the protein-protein interaction (PPI) network centred on LRRK2, which was weighted to reflect the transcriptomic changes on expression and co-expression levels of LRRK2 protein interactors. Our results showed that LRRK2 interactors present both similar and distinct alterations in expression levels and co-expression behaviours in the sPD and LRRK2-PD cases; suggesting that, albeit being classified as the same disease based on clinical features, LRRK2-PD and sPD display significant differences from a molecular perspective. Interestingly, the similar changes across the two PD conditions result in decreased connectivity within a topological cluster of the LRRK2 PPI network associated with protein metabolism/biosynthesis and ribosomal metabolism suggesting protein homoeostasis and ribosomal dynamics might be affected in both sporadic and familial PD in comparison with controls.

Identifiants

pubmed: 39097579
doi: 10.1038/s41531-024-00761-8
pii: 10.1038/s41531-024-00761-8
doi:

Types de publication

Journal Article

Langues

eng

Pagination

144

Subventions

Organisme : Michael J. Fox Foundation for Parkinson's Research (Michael J. Fox Foundation)
ID : MJFF-023427
Organisme : Michael J. Fox Foundation for Parkinson's Research (Michael J. Fox Foundation)
ID : MJFF-021335
Organisme : Michael J. Fox Foundation for Parkinson's Research (Michael J. Fox Foundation)
ID : MJFF-021335
Organisme : Michael J. Fox Foundation for Parkinson's Research (Michael J. Fox Foundation)
ID : MJFF-023427

Informations de copyright

© 2024. The Author(s).

Références

Berwick, D. C., Heaton, G. R., Azeggagh, S. & Harvey, K. LRRK2 Biology from structure to dysfunction: research progresses, but the themes remain the same. Mol. Neurodegener. 14, 1–22 (2019).
doi: 10.1186/s13024-019-0344-2
Zhao, Y. et al. Tissue specific LRRK2 interactomes reveal a distinct striatal functional unit. PLoS Comput. Biol. 19, 1–23 (2023).
doi: 10.1371/journal.pcbi.1010847
Sanders, L., Goodson, S. D., Toste, C. M. & Gonzalez-Hunt, C. P. ATM mediated DNA double-strand breaks accumulate in LRRK2 G2019S Parkinson’s disease. FASEB J. 35 (2021).
Komori, T. et al. Phosphorylation of Rab29 at Ser185 regulates its localization and role in the lysosomal stress response in concert with LRRK2. J. Cell Sci. 136 (2023).
Alexander Boecker, C., Goldsmith, J., Dou, D., Cajka, G. G. & Holzbaur, E. L. Increased LRRK2 kinase activity alters neuronal autophagy by disrupting the axonal transport of autophagosomes graphical abstract. Curr. Biol. 31, 2140–2154.e6 (2021).
pubmed: 33765413 pmcid: 8154747 doi: 10.1016/j.cub.2021.02.061
Tombesi, G. et al. LRRK2 regulates synaptic function through BDNF signaling and actin cytoskeleton. Elife 13 (2024).
Bras, J. M. et al. G2019S dardarin substitution is a common cause of Parkinson’s disease in a Portuguese cohort. Mov. Disord. 20, 1653–1655 (2005).
pubmed: 16149095 doi: 10.1002/mds.20682
Lesage, S. et al. LRRK2 G2019S as a cause of Parkinson’s disease in North African Arabs. N. Engl. J. Med. 354, 422–423 (2006).
Ozelius, L. J. et al. LRRK2 G2019S as a cause of Parkinson’s disease in Ashkenazi Jews. N. Engl. J. Med. 354, 424–425 (2006).
Greggio, E. et al. The Parkinson disease-associated leucine-rich repeat kinase 2 (LRRK2) is a dimer that undergoes intramolecular autophosphorylation. J. Biol. Chem. 283, 16906–16914 (2008).
pubmed: 18397888 pmcid: 2423262 doi: 10.1074/jbc.M708718200
Dauer, W. & Ho, C. C. Y. The biology and pathology of the familial Parkinson’s disease protein LRRK2. Mov. Disord. 25, S40–S43 (2010).
pubmed: 20187256 doi: 10.1002/mds.22717
Esteves, A. R., Swerdlow, R. H. & Cardoso, S. M. LRRK2, a puzzling protein: insights into Parkinson’s disease pathogenesis. Exp. Neurol. 261, 206–216 (2014).
pubmed: 24907399 doi: 10.1016/j.expneurol.2014.05.025
Paisán-Ruiz, C., Lewis, P. A. & Singleton, A. B. LRRK2: cause, risk, and mechanism. J. Parkinsons Dis. 3, 85–103 (2013).
pubmed: 23938341 pmcid: 3952583 doi: 10.3233/JPD-130192
Henry, A. G. et al. Pathogenic LRRK2 mutations, through increased kinase activity, produce enlarged lysosomes with reduced degradative capacity and increase ATP13A2 expression. Hum. Mol. Genet. 24, 6013–6028 (2015).
pubmed: 26251043 doi: 10.1093/hmg/ddv314
Giesert, F. et al. The pathogenic LRRK2 R1441C mutation induces specific deficits modeling the prodromal phase of Parkinson’s disease in the mouse. Neurobiol. Dis. 105, 179–193 (2017).
pubmed: 28576705 doi: 10.1016/j.nbd.2017.05.013
Nalls, M. A. et al. Identification of novel risk loci, causal insights, and heritable risk for Parkinson’s disease: a meta-analysis of genome-wide association studies. Lancet Neurol. 18, 1091–1102 (2019).
pubmed: 31701892 pmcid: 8422160 doi: 10.1016/S1474-4422(19)30320-5
Cook, D. A. et al. LRRK2 levels in immune cells are increased in Parkinson’s disease. NPJ Parkinsons Dis. 3, 11 (2017).
pubmed: 28649611 pmcid: 5459798 doi: 10.1038/s41531-017-0010-8
Di Maio, R. et al. LRRK2 activation in idiopathic Parkinson’s disease. Sci. Transl. Med. 10, eaar5429 (2018).
pubmed: 30045977 pmcid: 6344941 doi: 10.1126/scitranslmed.aar5429
Wallings, R. L., Herrick, M. K. & Tansey, M. G. LRRK2 at the interface between peripheral and central immune function in Parkinson’s. Front. Neurosci. 14, 531890 (2020).
doi: 10.3389/fnins.2020.00443
Russo, I., Bubacco, L. & Greggio, E. LRRK2 as a target for modulating immune system responses. Neurobiol. Dis. 169, 105724 (2022).
pubmed: 35427743 doi: 10.1016/j.nbd.2022.105724
Bliederhaeuser, C. et al. LRRK2 contributes to monocyte dysregulation in Parkinson’s disease. Acta Neuropathol. Commun. 4, 123 (2016).
pubmed: 27884177 pmcid: 5123218 doi: 10.1186/s40478-016-0396-2
Cook, D. A. et al. LRRK2 levels in immune cells are increased in Parkinson’s disease. npj Parkinson’s Dis. 3, 1–12 (2017).
Kozina, E. et al. Mutant LRRK2 mediates peripheral and central immune responses leading to neurodegeneration in vivo. Brain 141, 1753–1769 (2018).
pubmed: 29800472 pmcid: 7190032 doi: 10.1093/brain/awy077
Haugarvoll, K. et al. Lrrk2 R1441C parkinsonism is clinically similar to sporadic Parkinson disease. Neurology 70, 1456–1460 (2008).
pubmed: 18337586 doi: 10.1212/01.wnl.0000304044.22253.03
Healy, D. G., Wood, N. W. & Schapira, A. H. V. Test for LRRK2 mutations in patients with Parkinson’s disease. Pr. Neurol. 8, 381–385 (2008).
doi: 10.1136/jnnp.2008.162420
Kluss, J. H., Mamais, A. & Cookson, M. R. LRRK2 links genetic and sporadic Parkinson’s disease. Biochem Soc. Trans. 47, 651 (2019).
pubmed: 30837320 pmcid: 6563926 doi: 10.1042/BST20180462
Srivatsal, S. et al. Cognitive profile of LRRK2-related Parkinson’s disease. Mov. Disord. 30, 728–733 (2015).
pubmed: 25650144 pmcid: 4397146 doi: 10.1002/mds.26161
Alcalay, R. N. et al. Neuropsychological performance in LRRK2 G2019S carriers with Parkinson’s disease. Parkinsonism Relat. Disord. 21, 106–110 (2015).
pubmed: 25434972 doi: 10.1016/j.parkreldis.2014.09.033
Garrido, A., Fairfoul, G., Tolosa, E. S., Martí, M. J. & Green, A. α-synuclein RT-QuIC in cerebrospinal fluid of LRRK2-linked Parkinson’s disease. Ann. Clin. Transl. Neurol. 6, 1024–1032 (2019).
pubmed: 31211166 pmcid: 6562027 doi: 10.1002/acn3.772
Rivero-Ríos, P., Romo-Lozano, M., Fasiczka, R., Naaldijk, Y. & Hilfiker, S. LRRK2-related Parkinson’s disease due to altered endolysosomal biology with variable lewy body pathology: a hypothesis. Front Neurosci. 14, 556 (2020).
pubmed: 32581693 pmcid: 7287096 doi: 10.3389/fnins.2020.00556
Batzu, L. et al. Increased basal forebrain volumes could prevent cognitive decline in LRRK2 Parkinson’s disease. Neurobiol. Dis. 183, 106182 (2023).
pubmed: 37286171 doi: 10.1016/j.nbd.2023.106182
Tolosa, E., Vila, M., Klein, C. & Rascol, O. LRRK2 in Parkinson disease: challenges of clinical trials. Nat. Rev. Neurol. 16, 97–107 (2020).
Breckenridge, C. B., Berry, C., Chang, E. T., Sielken, R. L. & Mandel, J. S. Association between Parkinson’s Disease and Cigarette Smoking, Rural Living, Well-water Consumption, Farming and Pesticide Use: Systematic Review and Meta-analysis. PLoS ONE 11 (2016).
Levesque, S., Surace, M. J., McDonald, J. & Block, M. L. Air pollution & the brain: subchronic diesel exhaust exposure causes neuroinflammation and elevates early markers of neurodegenerative disease. J. Neuroinflammation 8, 105 (2011).
pubmed: 21864400 doi: 10.1186/1742-2094-8-105
Murata, H., Barnhill, L. M. & Bronstein, J. M. Air pollution and the risk of Parkinson’s disease: a review. Mov. Disord. 37, 894–904 (2022).
pubmed: 35043999 pmcid: 9119911 doi: 10.1002/mds.28922
Yan, D., Zhang, Y., Liu, L., Shi, N. & Yan, H. Pesticide exposure and risk of Parkinson’s disease: dose-response meta-analysis of observational studies. Regul. Toxicol. Pharm. 96, 57–63 (2018).
doi: 10.1016/j.yrtph.2018.05.005
White, D. L. et al. Post-traumatic stress disorder is associated with further increased Parkinson’s disease risk in veterans with traumatic brain injury. Ann. Neurol. 88, 33–41 (2020).
pubmed: 32232880 doi: 10.1002/ana.25726
Funayama, M., Nishioka, K., Li, Y. & Hattori, N. Molecular genetics of Parkinson’s disease: Contributions and global trends. J. Hum. Genet. 68, 125–130 (2022). 2022 68:3.
pubmed: 35821405 pmcid: 9968657 doi: 10.1038/s10038-022-01058-5
Manzoni, C., Denny, P., Lovering, R. C. & Lewis, P. A. Computational analysis of the LRRK2 interactome. PeerJ 2015 (2015).
Tan, E. K. et al. Parkinson disease and the immune system—associations, mechanisms and therapeutics. Nat. Rev. Neurol. 16, 303–318 (2020).
pubmed: 32332985 doi: 10.1038/s41582-020-0344-4
Garcia-Esparcia, P. et al. Altered machinery of protein synthesis is region- and stage-dependent and is associated with α-synuclein oligomers in Parkinson’s disease. Acta Neuropathologica Commun. 3, 1–25 (2015).
doi: 10.1186/s40478-015-0257-4
Plum, S. et al. Proteomic characterization of synaptosomes from human substantia Nigra indicates altered mitochondrial translation in Parkinson’s disease. Cells 9, 2580 (2020).
pubmed: 33276480 pmcid: 7761546 doi: 10.3390/cells9122580
Chu, Y. & Kordower, J. H. GDNF signaling in subjects with minimal motor deficits and Parkinson’s disease. Neurobiol. Dis. 153, 105298 (2021).
pubmed: 33684514 doi: 10.1016/j.nbd.2021.105298
Qian, Y. et al. Detection of microbial 16S rRNA gene in the blood of patients with Parkinson’s disease. Front. Aging Neurosci. 10, 368915 (2018).
doi: 10.3389/fnagi.2018.00156
Tomkins, J. E. et al. PINOT: An intuitive resource for integrating protein-protein interactions. Cell Commun. Signal. 18, 92 (2020).
pubmed: 32527260 pmcid: 7291677 doi: 10.1186/s12964-020-00554-5
Alanis-Lobato, G., Andrade-Navarro, M. A. & Schaefer, M. H. HIPPIE v2.0: enhancing meaningfulness and reliability of protein-protein interaction networks. Nucleic Acids Res. 45, D408–D414 (2017).
pubmed: 27794551 doi: 10.1093/nar/gkw985
Hu, Y. et al. Molecular Interaction Search Tool (MIST): An integrated resource for mining gene and protein interaction data. Nucleic Acids Res. 46, D567–D574 (2018).
pubmed: 29155944 doi: 10.1093/nar/gkx1116
Langfelder, P. & Horvath, S. WGCNA: an R package for weighted correlation network analysis. BMC Bioinform. 9, 559 (2008).
doi: 10.1186/1471-2105-9-559
Love, M. I., Huber, W. & Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 15, 1–21 (2014).
doi: 10.1186/s13059-014-0550-8
Whittle, B. J. et al. Early-stage idiopathic Parkinson’s disease is associated with reduced circular RNA expression. npj Parkinson’s Dis. 10, 1–14 (2024).
Newman, M. E. J. Fast algorithm for detecting community structure in networks. Phys. Rev. E: Stat. Phys. Plasmas Fluids Relat. Interdiscip. Top. 69, 5 (2004).
Peterson, H., Kolberg, L., Raudvere, U., Kuzmin, I. & Vilo, J. gprofiler2—an R package for gene list functional enrichment analysis and namespace conversion toolset g:Profiler. F1000Research 9, 709 (2020).
doi: 10.12688/f1000research.24956.2
Balestrino, R. et al. Applications of the European Parkinson’s Disease Association sponsored Parkinson’s Disease Composite Scale (PDCS). npj Parkinson’s Dis. 5, 1–7 (2019). 2019 5:1.
Skorvanek, M. et al. Differences in MDS-UPDRS scores based on Hoehn and Yahr stage and disease duration. Mov. Disord. Clin. Pr. 4, 536–544 (2017).
doi: 10.1002/mdc3.12476

Auteurs

Yibo Zhao (Y)

UCL School of Pharmacy, dept Pharmacology, London, UK.

Matthew Bracher-Smith (M)

University of Cardiff, School of Medicine, Division of Psychological Medicine and Clinical Neurosciences, Cardiff, UK.
Dementia Research Institute, Cardiff University, Cardiff, UK.

Yuelin Li (Y)

UCL School of Pharmacy, dept Pharmacology, London, UK.

Kirsten Harvey (K)

UCL School of Pharmacy, dept Pharmacology, London, UK.

Valentina Escott-Price (V)

University of Cardiff, School of Medicine, Division of Psychological Medicine and Clinical Neurosciences, Cardiff, UK.
Dementia Research Institute, Cardiff University, Cardiff, UK.

Patrick A Lewis (PA)

Royal Veterinary College, London, UK.
UCL Queen Square Institute of Neurology, London, UK.

Claudia Manzoni (C)

UCL School of Pharmacy, dept Pharmacology, London, UK. c.manzoni@ucl.ac.uk.

Classifications MeSH