The HLA-DQ2 and DQ8 allele detection test is used to identify the genetic predisposition to celiac disease, an autoimmune disorder that affects the small intestine. Celiac disease occurs when the immune system responds to gluten, a protein found in wheat, barley, and rye, leading to inflammation and damage to the small intestine.