It could be non-allergic rhinitis like in my case. USC head of sleep surgery recommended I try the “Afrin test” which is trying Afrin for a night or two (avoid more to prevent rebound effect). Lying down can engorge nasal passages. Try elevating head via pillows or bed elevation. Use humidifier and take large dose vitamin D. Mouth tape and sleep on your side