A total of 24 unique genes had strong or moderate colocalization evidence with ADHD, among which CARF, GMPPB, ICA1L, and SEC61B had overlapping loci with ADHD across multiple brain cell types. Here, ICA1L is linked to attention deficit-hyperactivity disorder.