In addition, we revealed the expression and distribution heterogeneity of the CD44 gene in different cancers at the single-cell level, conducted pseudotime trajectory analysis on CD44 gene expression, and characterized the communication of CD44+ monocytes and CD44- monocytes with other cells. Here, CD44 is linked to cancer.