Pillows should always be removed. Blankets vary considerably in thickness, and it would depend on your specific bedding, but space is limited between the edges of the front panels and the metal frame for the mattress. While a fitted sheet or even a well tucked sheet set may readily be left on, thick, fluffy blankets or anything left loose should not, as these could protrude and cause problems when closing the bed.