Study / S1FXBZTGS2024-02-27

Identification of 27 allele-specific regulatory variants in Parkinson’s disease using a massively parallel reporter assay

Sophie L. Farrow, Sreemol Gokuladhas, William Schierding, Michael Pudjihartono, Jo K. Perry et al.

About this study

Genome wide association studies (GWAS) have identified a number of genomic loci that are associated with Parkinson’s disease (PD) risk. However, the majority of these variants lie in non-coding regions, and thus the mechanisms by which they influence disease development, and/or potential subtypes, remain largely elusive. To address this, we used a massively parallel reporter assay (MPRA) to screen the regulatory function of 5254 variants that have a known or putative connection to PD. We identified 138 loci with enhancer activity, of which 27 exhibited allele-specific regulatory activity in HEK293 cells. The identified regulatory variant(s) typically did not match the original tag variant within the PD associated locus, supporting the need for deeper exploration of these loci. The existence of allele specific transcriptional impacts within HEK293 cells, confirms that at least a subset of the PD associated regions mark functional gene regulatory elements. Future functional studies that confirm the putative targets of the empirically verified regulatory variants will be crucial for gaining a greater understanding of how gene regulatory network(s) modulate PD risk.

Full author list & citation

Sophie L. Farrow, Sreemol Gokuladhas, William Schierding, Michael Pudjihartono, Jo K. Perry, Antony A. Cooper, Justin M. O’Sullivan. Identification of 27 allele-specific regulatory variants in Parkinson’s disease using a massively parallel reporter assay. 2024-02-27. https://doi.org/10.1038/s41531-024-00659-5

Experiments 1

E4CF7Q5DN

PD-associated allele-specific enhancer MPRA in HEK293 cells

A barcode-tagged episomal oligo library containing both alleles of 5,254 PD-related or PARK-gene-associated SNPs (10,484 reported elements plus controls) was transfected into HEK293 cells in three technical replicates. MPRA activity was quantified from aggregated cDNA/DNA barcode counts and allele-specific differences were tested with mpralm; the processed table contains the 34 rows reported in Supplementary Table 7.

Episomal Plasmid MPRAHumanGRCh38
Explore data

Raw source data 8 files

Original supplemental and deposited inputs retained for this study. Download files individually or together as a ZIP; nested folders are preserved. Source reuse terms apply, and sequencing reads may be omitted.

Download all 8 files (ZIP)github_mpra_pipeline.pygithub_mpra_shell_commands.txtgithub_mpralm_and_zscores.txtgithub_README.mdREADME.txtreporting_summary.pdfsupplementary_figures_1-7.pdfsupplementary_tables_1-13.xlsx

Cite OpenMPRA

Cite the OpenMPRA database. Include your access date because the collection changes over time.

Please also cite the source studies when using their data.