Causes and Risk FactorsAnyone can develop interstitial lung disease, but it is more common in people with autoimmune disease, including lupus, rheumatoid arthritis, and scleroderma.While the cause of most interstitial lung disease is unknown, some known causes include infections such as bacteria, viruses and fungi.