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RNA sequencing of whole blood reveals early alterations in immune cells and gene expression in Parkinson's disease.

David W CraigElizabeth HutchinsIvo ViolichEric AlsopRaphael J GibbsShawn LevyMadison RobisonNripesh PrasadTatiana ForoudKaren L CrawfordArthur W TogaTimothy G WhitsettSeungchan KimKimberley J BillingsleyAlyssa ReimerSamantha J HuttenMark FrasierFabian KernTobias FehlmannAndreas KellerMark R CooksonKendall R Van Keuren-Jensennull null
Published in: Nature aging (2021)
Changes in the blood-based RNA transcriptome have the potential to inform biomarkers of Parkinson's disease (PD) progression. Here we sequenced a discovery set of whole-blood RNA species in 4,871 longitudinally collected samples from 1,570 clinically phenotyped individuals from the Parkinson's Progression Marker Initiative (PPMI) cohort. Samples were sequenced to an average of 100 million read pairs to create a high-quality transcriptome. Participants with PD in the PPMI had significantly altered RNA expression (>2,000 differentially expressed genes), including an early and persistent increase in neutrophil gene expression, with a concomitant decrease in lymphocyte cell counts. This was validated in a cohort from the Parkinson's Disease Biomarkers Program (PDBP) consisting of 1,599 participants and by alterations in immune cell subtypes. This publicly available transcriptomic dataset, coupled with available detailed clinical data, provides new insights into PD biological processes impacting whole blood and new paths for developing diagnostic and prognostic PD biomarkers.
Keyphrases
  • gene expression
  • single cell
  • rna seq
  • dna methylation
  • genome wide
  • quality improvement
  • poor prognosis
  • small molecule
  • bone marrow
  • transcription factor
  • electronic health record
  • deep learning
  • climate change