Importantly, the latest research in 2023 further clarifies their correlation, as heightened PDL1 levels impede vimentin ubiquitination, consequently amplifying vimentin levels and intensifying the EMT of alveolar epithelial cells, thus exacerbating pulmonary fibrosis (12). The gene discussed is VIM; the disease is pulmonary fibrosis.