The pseudotime trajectory analysis revealed that CHP1 is predominantly expressed in early-stage tumor cells, with its expression gradually declining along the developmental timeline, which is consistent with its potential role in tumor suppression. This evidence concerns the gene CHP1 and neoplasm.