Gram positive bacteria have cell walls composed mostly of a substance unique to bacteria known as peptidoglycan, or murein. ... Gram negative bacteria have cell walls with only a thin layer of peptidoglycan and an outer membrane with a lipopolysaccharide component not found in Gram positive bacteria.