Epigenetic alterations have contributed greatly to human carcinogenesis. Conventional epigenetic studies have been predominantly focused on DNA methylation, histone modifications and chromatin remodelling. However, recently, RNA modification (m6A-methylation) also termed ‘epitranscriptomics’ has emerged as a new layer of epigenetic regulation due to its diverse role in various biological processes. In this review, we have summarized the therapeutic potential of m6A-modifiers in controlling haematological disorders especially acute myeloid leukemia (AML). It is a type of blood cancer affecting specific subsets of blood-forming hematopoietic stem/progenitor cells (HSPCs) which proliferate rapidly and acquire self-renewable capacities with impaired terminal cell-differentiation and apoptosis leading to abnormal accumulation of white blood cells, and thus an alternative therapeutic approach is required urgently. Here, we have described how RNA m6A-modification machineries EEE (Editor/writer: Mettl3, Mettl14; Eraser/remover: FTO, ALKBH5 and Effector/reader: YTHDF-1/2) could be reformed into potential druggable candidate or as RNA modifying drug (RMD) to treat leukemia. Moreover, we have shed-light on the role of microRNA and suppressor of cytokine signalling (SOCS/CISH) in increasing anti-tumor immunity towards leukemia. We anticipate, our investigation will provide a fundamental knowledge in nurturing the potential of RNA modifiers in discovering novel therapeutics or immunotherapeutic procedures.