Notably, the elevated CYFRA21–1 levels observed in poorly differentiated LUAD may stem from increased cytokeratin-19 fragment release during rapid tumor proliferation, a phenomenon previously reported in undifferentiated malignancies [33–35]. This evidence concerns the gene KRT19 and neoplasm.