Cellulose is significant in plant structure as it provides rigidity and strength to cell walls. This complex carbohydrate is a key structural component that enables plants to maintain their shape and withstand various environmental stresses. Its presence plays a critical role in plant growth and stability, ensuring they can reach sunlight for photosynthesis.