Identified by machine learning algorithms, DDX17 is one of the pivotal genes that is closely associated with sleep disorders, and is involved in a variety of cellular processes associated with RNA secondary structure alterations, and plays a core role in estrogen and testosterone signaling pathways. The gene discussed is DDX17; the disease is sleep disorder.