The overall aim of this study is to determine if epigenetic priming with a DNA methyltransferase inhibitor (DMTi) prior to chemotherapy blocks is tolerable and carries evidence of a clinical efficacy signal as determined by minimal residual disease (MRD), event-free survival (EFS), and overall survival (OS). Tolerability for each of the agents, as well as total reduction in DNA methylation and outcome assessments will be done to simultaneously obtain preliminary biological and clinical data for each DMTi in parallel. PRIMARY OBJECTIVES: * Evaluate the tolerability of five days of epigenetic priming with azacitidine and decitabine as a single agent DMTi prior to standard AML chemotherapy blocks. * Evaluate the change in genome-wide methylation burden induced by five days of epigenetic priming and the association of post-priming genome-wide methylation burden with event-free survival among pediatric AML patients. SECONDARY OBJECTIVES * Describe minimal residual disease levels following Induction I chemotherapy in patients that receive DMTi. * Estimate the event-free survival and overall survival of patients receiving a DMTi prior to chemotherapy courses.
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Proportion of evaluable patients who tolerate five days of single agent DMTi before a standard chemotherapy combination
Timeframe: From enrollment to completion of chemotherapy (up to 8 months after start of therapy)
Change in genome-wide methylation burden of leukemia cells from diagnosis to after five days of single agent DMTi
Timeframe: From diagnosis to completion of five days of single agent DMTi (up to 2 weeks after start of therapy)
Cox model hazard ratio for association of event-free survival with genome-wide methylation burden
Timeframe: From diagnosis to the first of the following events: death, relapse, resistant disease, second malignancy, or last follow-up (up to 3 years after completion of therapy)