The correct difference between cellulose and glucose is: Glucose is not used to give structure to plants' cell walls while cellulose is.
Cellulose is a polysaccharide made up of glucose units and provides structural support in plant cell walls, whereas glucose is a simple sugar (monosaccharide) that serves as a primary energy source.