Furthermore, post-stroke depression (PSD) is a well-known risk factor for poor long-term stroke outcomes52, and SI after stroke is strongly associated with PSD30,45 and SLC6A4 hypermethylation has been proposed as a diagnostic and prognostic biomarker for PSD34. The gene discussed is SLC6A4; the disease is stroke disorder.