TABLE.
Polygenic Risk Score Results Stratified by Brain Cell Type
Data set | Tissue | Cell type | R2 | P | Coefficient | No. of SNPs |
---|---|---|---|---|---|---|
Training data set 7,218 PD 9,424 controls | Brain | Microglia | 0.058 | 6.9e-163 | 0.48 | 1,032 |
Neurons | 0.055 | 2.9e-152 | 0.46 | 886 | ||
Astrocytes | 0.048 | 1.3e-134 | 0.43 | 847 | ||
Oligodendrocytes | 0.050 | 9.0e-141 | 0.44 | 842 | ||
Immune | Monocytes | 0.084 | 1.4e-227 | 0.58 | 1,915 | |
B cells | 0.061 | 4.8e-168 | 0.49 | 1,049 | ||
CD4+ T cells | 0.056 | 2.4e-156 | 0.47 | 890 | ||
CD8+ T cells | 0.055 | 9.0e-153 | 0.46 | 888 | ||
Test data set 5,429 PD 5,814 controls | Brain | Microglia | 0.029 | 6.1e-56 | 0.31 | 1,032 |
Neurons | 0.024 | 3.6e-46 | 0.28 | 886 | ||
Oligodendrocytes | 0.020 | 2.6e-39 | 0.26 | 842 | ||
Astrocytes | 0.019 | 7.1e-37 | 0.25 | 847 | ||
Immune | B cells | 0.029 | 2.4e-54 | 0.31 | 1,049 | |
CD4+ T cells | 0.029 | 3.8e-54 | 0.31 | 890 | ||
CD8+ T cells | 0.026 | 6.4e-49 | 0.29 | 888 | ||
Monocytes | 0.026 | 1.7e-48 | 0.29 | 1,915 |
Association results of polygenic risk scores modeled on summary statistics from an independent genomewide association study and stratified to include variants within open chromatin regions for various cell types. Scores were generated using the PRSice software tool with a cutoff of p < 0.05 in the reference data. Within each dataset and tissue, results are ordered with the best performing model first.
SNPs = single-nucleotide polymorphisms.