Transcriptomic profiling revealed a molecular signature (ALDH1A3, CTXN1, MGAT3, and TMEM163) of occult lateral lymph node metastasis, exhibiting strong robustness (AUC = 0.857). The gene discussed is ALDH1A3; the disease is metastatic malignant neoplasm in the lymph nodes.