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Proteogenomic network analysis reveals dysregulated mechanisms and potential mediators in Parkinson's disease.
Doostparast Torshizi, Abolfazl; Truong, Dongnhu T; Hou, Liping; Smets, Bart; Whelan, Christopher D; Li, Shuwei.
Afiliación
  • Doostparast Torshizi A; Population Analytics & Insights, AI/ML, Data Science & Digital Health, Janssen Research & Development, LLC, Spring House, PA, USA. adoostpa@its.jnj.com.
  • Truong DT; Population Analytics & Insights, AI/ML, Data Science & Digital Health, Janssen Research & Development, LLC, Spring House, PA, USA.
  • Hou L; Population Analytics & Insights, AI/ML, Data Science & Digital Health, Janssen Research & Development, LLC, Spring House, PA, USA.
  • Smets B; Neuroscience Data Science, Janssen Pharmaceutica NV, Beerse, Belgium.
  • Whelan CD; Neuroscience Data Science, Janssen Research & Development, LLC, Cambridge, MA, USA.
  • Li S; Population Analytics & Insights, AI/ML, Data Science & Digital Health, Janssen Research & Development, LLC, Spring House, PA, USA.
Nat Commun ; 15(1): 6430, 2024 Jul 31.
Article en En | MEDLINE | ID: mdl-39080267
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.
Asunto(s)

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Parkinson / Proteogenómica Límite: Female / Humans / Male Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2024 Tipo del documento: Article País de afiliación: Estados Unidos

Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad de Parkinson / Proteogenómica Límite: Female / Humans / Male Idioma: En Revista: Nat Commun Asunto de la revista: BIOLOGIA / CIENCIA Año: 2024 Tipo del documento: Article País de afiliación: Estados Unidos
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