Deoxyribose sugar is a five-carbon sugar that is a crucial component of DNA nucleotides. It differs from ribose, the sugar found in RNA, by lacking one oxygen atom, which gives it the 'deoxy' prefix. This modification is important for the structural stability of DNA and plays a significant role in the overall function of nucleic acids.