We then focused on our transcriptomic data and GO pathway analysis of DEGs based on both bulk RNA-seq and snRNA-seq data, which revealed the altered PI3K-AKT pathway as a consistent candidate for CN tumorigenesis. This evidence concerns the gene AKT1 and cyclic hematopoiesis.