A novel bioinformatics pipeline was developed to search and prioritize genes co-expressed with RGMA in an unbiased way genome-wide. The correlations identified between RGMA and the identified co-expressed genes were subject to validation in brain tissue samples (n=1301) downloaded from GEO (see RGMA Co-Expression Analysis in Supplementary Information).