The underlying causes of patchy interstitial fibrosis can vary widely and may include chronic inflammatory conditions, ischemic injury, autoimmune diseases, and exposure to toxic substances. For instance, in the kidneys, chronic hypertension and diabetes are common contributors, while in the lungs, it may result from conditions such as chronic obstructive pulmonary disease (COPD) or idiopathic pulmonary fibrosis (IPF).