Of particular interest is the observation that DNMT3A and RUNX1 mutations seem to have a more pronounced influence on ligand-receptor (LR) pair interactions and intercellular communication in the AML microenvironment. The gene discussed is DNMT3A; the disease is acute myeloid leukemia.