Insilico Medicine Aug 13 2025 Idiopathic pulmonary fibrosis (IPF) is a chronic and progressive lung disease characterized by the excessive accumulation of extracellular matrix components, leading to a gradual decline in lung function and, ultimately, respiratory failure. Predominantly affecting individuals over the age of 60, IPF is believed to share underlying biological pathways with the aging process. Understanding these common mechanisms is crucial for developing innovative longevity