Validation of reporter gene assays is crucial to ensure their reliability and reproducibility. This involves demonstrating that the reporter gene accurately reflects the behavior of the native gene or pathway. Validation may include comparing the reporter activity with actual biological endpoints, using reference chemicals with known mechanisms, and performing cross-validation with other assay types.