Challenges in histology sample preparation include tissue distortion, incomplete fixation, over-dehydration, and inappropriate staining. These issues can compromise the integrity of the tissue and affect the accuracy of the microscopic analysis. Thus, meticulous attention to detail is necessary at each step to minimize these challenges.