Data integrity in histology is maintained through meticulous sample preparation, proper staining techniques, and accurate documentation. Ensuring that samples are not contaminated or degraded and that staining processes are consistent and reproducible is vital. Additionally, maintaining comprehensive records and using standardized protocols helps in preserving the integrity of histological data.