Video games do not directly cause clinical depression. Depression is a multifactorial mental health disorder (genetics, neurochemistry, trauma, life circumstances). However, problematic gaming patterns can exacerbate symptoms or coincide with depressive episodes.
Games are a tool. Used mindfully, they enrich. Used compulsively, they can deepen a rut. The difference is agency.