The presence of Orphan Annie eye nuclei is a critical diagnostic marker in identifying papillary thyroid carcinoma. These nuclei help pathologists differentiate PTC from other thyroid lesions and cancers. The unique nuclear morphology aids in the precise diagnosis and subsequent treatment planning for patients.