Inthis study, we conducted comprehensive examination of gene expression profiles,transcriptional factor regulons, and cell compositions/interactions throughout variousstages of tumor cell development in Ptpn11 mutation-associated JMML. This evidence concerns the gene PTPN11 and juvenile myelomonocytic leukemia.