Diffuse interstitial lung disease is a group of conditions that cause progressive scarring and inflammation of the lung tissue, affecting the ability to breathe and transfer oxygen into the bloodstream. The disease damages the areas between lung cells and can result from various causes including autoimmune disorders, environmental exposures, or unknown origins.