Interstitial nephritis is an inflammatory condition affecting the kidney's interstitial tissue, often caused by medications, infections, or autoimmune disorders. It can lead to acute kidney injury, presenting with symptoms like fever, rash, and eosinophilia, and is typically diagnosed through urine analysis and kidney biopsy.