The AIRE gene is crucial for the development of immune tolerance, as it regulates the expression of self-antigens in the thymus, preventing autoimmunity. Mutations in the AIRE gene can lead to autoimmune polyendocrine syndrome type 1 (APS-1), characterized by multiple autoimmune disorders.