Fatty casts are cylindrical structures found in the urine that are composed of lipid-laden renal tubular cells. They are a type of urinary cast, which are formed in the distal convoluted tubule and collecting ducts of the nephron. These casts are indicative of underlying renal pathology, often associated with nephrotic syndrome and other conditions causing significant proteinuria and lipiduria.