In this regard, a single-cell analysis in papillary thyroid carcinoma (PTC) has recently reported the existence of premalignant thyrocytes (described as cells with low TDS, enriched in pathways associated with stress response and upregulated TMSB4X), without morphological or histological changes before cancer formation30. The gene discussed is TMSB4X; the disease is differentiated thyroid carcinoma.