Characterization of baseline and longitudinal DNA Methylation in patients with sporadic Parkinsons disease
Gonzalez-Latapi, P.; Bustos, B. I.; Dong, S.; Lubbe, S.; Simuni, T.; Krainc, D.
Show abstract
ObjectiveTo characterize DNA methylation differences between sporadic Parkinsons Disease and healthy control individuals enrolled in the Parkinsons Progression Markers Initiative. MethodsWe characterized cross-sectional and longitudinal DNA methylation differences between individuals with sporadic (i.e., non-genetic) PD and healthy controls. We included 282 individuals (196 Parkinsons Disease individuals and 86 healthy control individuals). DNA methylation data was collected at the time of enrollment and longitudinally over three years. ResultsThis analysis revealed 81,604 differentially methylated positions and 5,281 differentially methylated regions between sporadic PD and healthy controls. Gene ontology analysis revealed that these differentially methylated positions and regions were associated with genes involved in diverse cellular processes, including several with specific functions in the brain (Focal adhesion", "Cholinergic synapse", "Glutamatergic synapse", "Dopaminergic synapse"). Integration of both differentially methylated sites and expressed genes showed 20 genes that were hypomethylated and overexpressed and one gene, CTSH that was hypermethylated and associated with reduced expression. Interpretation of ResultsOur study provides evidence that alterations in the methylome in Parkinsons Disease are discernible in blood, evolve over time, and reflect cellular processes linked to ongoing neurodegeneration. These findings lend support to the potential of blood DNA methylation as an epigenetic biomarker for Parkinsons Disease. To fully comprehend DNA methylation changes throughout the progression of Parkinsons Disease, additional profiling at longer intervals and during the prodromal stage will be necessary.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- Common signatures of differential microRNA expression in Parkinson's and Alzheimer's disease brains 94%
- Apathy progression is associated with brain atrophy and white matter damage in Parkinson's disease 93%
- Evidence for GRN as part of a neuroinflammatory mechanism connecting common neurodegenerative diseases. 93%
Similar papers in this journal
- MAPT allele and haplotype frequencies in Nigerian Africans: population distribution and association with Parkinson’s disease risk and age at onset 93%
- Prodromal Progressive Supranuclear Palsy – insights from the UK Biobank 93%
- Polygenic risk prediction and SNCA haplotype analysis in a Latino Parkinson’s disease cohort 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.