Several challenges can arise during slide preparation, including improper fixation, incomplete dehydration, inadequate clearing, and poor sectioning. These issues can result in artifacts, tissue damage, and poor staining quality. Attention to detail and adherence to protocols are essential for overcoming these challenges.