Knock-out of a gene of interest is a useful gene-editing strategy to validate a gene function, to develop a synthetic lethality model or directly mimic a cancer cell in drug screening. Unfortunately, non-dividing cells and hard-to-transfect cells are a major challenge for such genome-editing. However, there is an ideal solution that deserves to be more popular, the use of adenovirus.