ZEB2 and idiopathic pulmonary fibrosis: In accordance with previous IPF literature (40–42), we find CD4+ T memory cells in IPF were characterized by gene expression patterns associated with senescence and exhaustion, such as ZEB2, EOMES, and decreased CD28 expression (43–45).