Blank slides play a crucial role in various stages of histological analysis. They are used to ensure that the microscope and other equipment are properly calibrated and free from contaminants. Additionally, blank slides serve as negative controls in staining procedures, helping to confirm that any observed staining is due to the sample and not background artifacts.