Considerable heterogeneity was observed among JMML patients, and both PCA and clustering based on circRNA expression showed that KRAS, NRAS, and PTPN11 mutated patients clustered together, while the two NF1 samples clearly separated from both HD and the other molecular groups. Here, KRAS is linked to juvenile myelomonocytic leukemia.