Preclinical studies in small and large animal models using helper-dependent adenoviral vectors (HDAds) have generated promising results for the treatment of genetic diseases. However, clinical translation is complicated by the dose-dependent, capsid-mediated acute toxic response following systemic vector injection. With the advancements in vectorology, a better understanding of vector-mediated toxicity, and improved delivery methods, HDAds may emerge as an important vector for gene therapy of genetic diseases and this report highlights recent progress and prospects in this field.