However, when analyzing ncRNAs, we identified a distinct enrichment pattern of these diseases in different cell types, and certain disorders were exclusively linked to ncRNAs, such as dementia with Lamp5, ASD with Sncg, ADHD with Sst and Pvalb, and MDD with L2/3 IT PPP and L6 IT ENTI (Figure 6). The gene discussed is LAMP5; the disease is attention deficit-hyperactivity disorder.