PTEN may serve as a potential "phase-specific regulator" of fibrogenesis, suppressing fibrosis in chronic microenvironments (e.g., IPF) while paradoxically accelerating acute fibrogenesis through senescence activation (e.g., MV-PF). Here, PTEN is linked to idiopathic pulmonary fibrosis.