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Proteogenomic network analysis reveals dysregulated mechanisms and potential mediators in Parkinson’s disease

Author

Listed:
  • Abolfazl Doostparast Torshizi

    (LLC)

  • Dongnhu T. Truong

    (LLC)

  • Liping Hou

    (LLC)

  • Bart Smets

    (Janssen Pharmaceutica NV)

  • Christopher D. Whelan

    (LLC)

  • Shuwei Li

    (LLC)

Abstract

Parkinson’s disease is highly heterogeneous across disease symptoms, clinical manifestations and progression trajectories, hampering the identification of therapeutic targets. Despite knowledge gleaned from genetics analysis, dysregulated proteome mechanisms stemming from genetic aberrations remain underexplored. In this study, we develop a three-phase system-level proteogenomic analytical framework to characterize disease-associated proteins and dysregulated mechanisms. Proteogenomic analysis identified 577 proteins that enrich for Parkinson’s disease-related pathways, such as cytokine receptor interactions and lysosomal function. Converging lines of evidence identified nine proteins, including LGALS3, CSNK2A1, SMPD3, STX4, APOA2, PAFAH1B3, LDLR, HSPB1, BRK1, with potential roles in disease pathogenesis. This study leverages the largest population-scale proteomics dataset, the UK Biobank Pharma Proteomics Project, to characterize genetically-driven protein disturbances associated with Parkinson’s disease. Taken together, our work contributes to better understanding of genome-proteome dynamics in Parkinson’s disease and sets a paradigm to identify potential indirect mediators connected to GWAS signals for complex neurodegenerative disorders.

Suggested Citation

  • Abolfazl Doostparast Torshizi & Dongnhu T. Truong & Liping Hou & Bart Smets & Christopher D. Whelan & Shuwei Li, 2024. "Proteogenomic network analysis reveals dysregulated mechanisms and potential mediators in Parkinson’s disease," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-50718-x
    DOI: 10.1038/s41467-024-50718-x
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    1. Claudia Giambartolomei & Damjan Vukcevic & Eric E Schadt & Lude Franke & Aroon D Hingorani & Chris Wallace & Vincent Plagnol, 2014. "Bayesian Test for Colocalisation between Pairs of Genetic Association Studies Using Summary Statistics," PLOS Genetics, Public Library of Science, vol. 10(5), pages 1-15, May.
    2. Clare Bycroft & Colin Freeman & Desislava Petkova & Gavin Band & Lloyd T. Elliott & Kevin Sharp & Allan Motyer & Damjan Vukcevic & Olivier Delaneau & Jared O’Connell & Adrian Cortes & Samantha Welsh &, 2018. "The UK Biobank resource with deep phenotyping and genomic data," Nature, Nature, vol. 562(7726), pages 203-209, October.
    3. Clint L. Miller & Milos Pjanic & Ting Wang & Trieu Nguyen & Ariella Cohain & Jonathan D. Lee & Ljubica Perisic & Ulf Hedin & Ramendra K. Kundu & Deshna Majmudar & Juyong B. Kim & Oliver Wang & Christe, 2016. "Integrative functional genomics identifies regulatory mechanisms at coronary artery disease loci," Nature Communications, Nature, vol. 7(1), pages 1-16, November.
    4. Catherine S. Storm & Demis A. Kia & Mona M. Almramhi & Sara Bandres-Ciga & Chris Finan & Aroon D. Hingorani & Nicholas W. Wood, 2021. "Finding genetically-supported drug targets for Parkinson’s disease using Mendelian randomization of the druggable genome," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
    5. Amand F. Schmidt & Chris Finan & Maria Gordillo-Marañón & Folkert W. Asselbergs & Daniel F. Freitag & Riyaz S. Patel & Benoît Tyl & Sandesh Chopade & Rupert Faraway & Magdalena Zwierzyna & Aroon D. Hi, 2020. "Genetic drug target validation using Mendelian randomisation," Nature Communications, Nature, vol. 11(1), pages 1-12, December.
    6. Gibran Hemani & Kate Tilling & George Davey Smith, 2017. "Orienting the causal relationship between imprecisely measured traits using GWAS summary data," PLOS Genetics, Public Library of Science, vol. 13(11), pages 1-22, November.
    7. Jian Jing Siew & Hui-Mei Chen & Huan-Yuan Chen & Hung-Lin Chen & Chiung-Mei Chen & Bing-Wen Soong & Yih-Ru Wu & Ching-Pang Chang & Yi-Chen Chan & Chun-Hung Lin & Fu-Tong Liu & Yijuang Chern, 2019. "Galectin-3 is required for the microglia-mediated brain inflammation in a model of Huntington’s disease," Nature Communications, Nature, vol. 10(1), pages 1-18, December.
    8. Benjamin B. Sun & Joshua Chiou & Matthew Traylor & Christian Benner & Yi-Hsiang Hsu & Tom G. Richardson & Praveen Surendran & Anubha Mahajan & Chloe Robins & Steven G. Vasquez-Grinnell & Liping Hou & , 2023. "Plasma proteomic associations with genetics and health in the UK Biobank," Nature, Nature, vol. 622(7982), pages 329-338, October.
    9. Katerina Trajanoska & Claude Bhérer & Daniel Taliun & Sirui Zhou & J. Brent Richards & Vincent Mooser, 2023. "From target discovery to clinical drug development with human genetics," Nature, Nature, vol. 620(7975), pages 737-745, August.
    10. Mitja I. Kurki & Juha Karjalainen & Priit Palta & Timo P. Sipilä & Kati Kristiansson & Kati M. Donner & Mary P. Reeve & Hannele Laivuori & Mervi Aavikko & Mari A. Kaunisto & Anu Loukola & Elisa Lahtel, 2023. "FinnGen provides genetic insights from a well-phenotyped isolated population," Nature, Nature, vol. 613(7944), pages 508-518, January.
    11. Christiaan A de Leeuw & Joris M Mooij & Tom Heskes & Danielle Posthuma, 2015. "MAGMA: Generalized Gene-Set Analysis of GWAS Data," PLOS Computational Biology, Public Library of Science, vol. 11(4), pages 1-19, April.
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