Large-scale plasma proteomics uncovers preclinical molecular signatures of Parkinson’s disease and overlap with other neurodegenerative disorders

Journal: medRxiv
Published Date:

Abstract

Parkinson’s disease (PD) remains incurable, with a long preclinical phase currently undetectable by existing methods. In the largest proteomic study in neurodegenerative diseases to date, we analyzed blood samples from ∼74,000 individuals across discovery and validation cohorts. In the EPIC4PD discovery case-cohort, large-scale profiling of 7,285 proteins (SomaScan-7K) in 4,538 initially unaffected participants (574 incident cases) identified 17 proteins that predict PD up to 28 years before diagnosis. Additional proteins revealed sex-specific effects and time-dependent effect trajectories, capturing disease progression before symptom onset. Replication in three prospective cohorts (n=64,856; 1,034 incident cases) confirmed at least 12 key pre-diagnostic biomarkers with strong evidence, including TPPP2, HPGDS, ALPL, MFAP5, OGFR, ACAD8, TCL1A, GPC4, GSTA3, LCN2, KRAS, and GJA1. Preclinical biomarkers showed 86% concordant effect directions in independent prevalent PD cases (n=2,592; p=1.6×10−19). Furthermore, in the longitudinal Tracking PD cohort (n=794), HPGDS and MFAP5 also predicted cognitive decline. Notably, several of the identified PD biomarkers overlapped with those for incident Alzheimer’s disease and amyotrophic lateral sclerosis, indicating shared molecular signatures. A machine learning-derived protein score improved PD risk prediction in external validation. This extensive proteomics effort identified novel, actionable biomarkers opening new avenues for early PD risk stratification and precision medicine.

Authors

  • Jan Homann; Alexander G. Smith; Sarah Morgan; Elisabet A. Frick; Fangyu Liu; Vivian Viallon; Rashmi Maurya; Roxanna Korologou-Linden; Valerija Dobricic; Olena Ohlei; Laura Deecke; Fatema Hajizadah; Yujia Zhao; Fanny Artaud; Karl Smith-Byrne; P. Martijn Kolijn; Jose Maria Huerta; Nils Winter; Marcela Guevara; Ana Jimenez-Zabala; María José Sánchez; Camino Trobajo-Sanmartín; Natalia Cabrera-Castro; Ana Vinagre; Dafina Petrova; Sabina Sieri; Tim J. Key; Nick Wareham; Rudolph Kaaks; Ruth C. Travis; Tim Hahn; Susan Baker; Sean M. Kelly; Roel Vermeulen; Susan Peters; Giovanna Masala; Carlotta Sacerdote; Nancy Finkel; Alexis Elbaz; Moritz Hess; Verena Katzke; Lars Bertram; Vilmundur Gudnason; Oliver Robinson; Honglei Chen; Lefkos Middleton; Laura M. Winchester; Ioanna Tzoulaki; Valborg Gudmundsdottir; Keenan A. Walker; Pietro Ferrari; Elio Riboli; Marc J. Gunter; Christina M. Lill

Categories