INTRODUCTION: Idiopathic pulmonary fibrosis (IPF) is a chronic, progressive fibrosing interstitial lung disease of unknown cause that occurs primarily in older adults and is associated with poor quality of life and substantial healthcare utilization. IPF has a dismal prognosis. Indeed, first-line therapy, which includes nintedanib and pirfenidone, does not stop disease progression and is often associated with tolerability issues. Therefore, there remains a high medical need for more efficacious and better tolerated treatments. AREAS COVERED: Gene therapy is a relatively unexplored field of research in IPF that has the potential to mitigate a range of profibrotic pathways by introducing genetic material into cells. Here, we summarize and critically discuss publications that have explored the safety and efficacy of gene therapy in experimentally-induced pulmonary fibrosis in animals, as clinical studies in humans have not been published yet. EXPERT OPINION: The application of gene therapy in pulmonary fibrosis requires further investigation to address several technical and biological hurdles, improve vectors' design, drug delivery, and target selection, mitigate off-target effects and develop markers of gene penetration into target cells. Long-term clinical data are needed to bring gene therapy in IPF one step closer to practice.