Proper sample preparation is crucial for several reasons. First, it maintains the integrity of the biological molecules, such as DNA, RNA, and proteins, preventing their degradation. Second, it minimizes contamination, which can lead to unreliable results. Lastly, it ensures consistency across different samples, which is essential for reproducibility and validity in cancer research.