The parents of a child newly diagnosed with Juvenile Dermatomyositis ask about the cause of the disease. You explain that while the exact etiology is unknown, a genetic predisposition is strongly suspected. Which Human Leukocyte Antigen (HLA) allele is most significantly associated with increased susceptibility to this condition?