Following the above analyses, 20 samples with a proportion of glutamatergic neurons greater than 10% were removed from both the processed RNA-seq and ATAC-seq data, because such a cell-type composition indicates potential contamination with non-caudate tissue, leaving 143 samples for the following downstream analyses.