Interstitial lung disease describes a large group of disorders, most of which cause progressive scarring of lung tissue. The scarring associated with interstitial lung disease eventually affects your ability to breathe and get enough oxygen into your bloodstream. Interstitial lung disease can be caused by long-term exposure to hazardous materials, such as asbestos. Lung transplant is an option for some people who have interstitial lung disease.