In this study, we systematically integrated single-cell and bulk transcriptomic data to construct a prognostic model for papillary thyroid carcinoma (PTC) and identified CSGALNACT1 as a novel epithelial-specific oncogenic regulator. This evidence concerns the gene CSGALNACT1 and differentiated thyroid carcinoma.