Deoxyribose is a five-carbon sugar molecule that forms the backbone of DNA, where it alternates with phosphate groups to create the sugar-phosphate structure. It differs from ribose by lacking one oxygen atom, which is critical for the stability and structure of DNA compared to RNA.