Background/Aim: Few studies have evaluated the role of miRNAs in pediatric acute lymphoblastic leukemia (ALL) relapse and a consensus of a clinically significant miRNA signature is yet to be identified. In this study, we evaluated miRNAs associated with pediatric BALL early relapse in two independent sample sets. Materials and Methods: We performed global miRNA profiling on diagnostic bone marrow specimens from six early relapse (≤3 years after diagnosis) and six age-and cytogenetics-matched prolonged remission (≥4 years) patients (first set) and an independent set of 14 early relapse and 14 matched prolonged remission specimens (second set). Results: Twelve and 39 top differentially expressed miRNAs were observed in the first and second sets, respectively; however, there was no overlap between the top candidates. In post-hoc analyses six miRNAs (miR-101-3p, miR-4774-5p, miR-1324, miR-631, miR-4699-5p and miR-922) among the top candidates in the second, but not the first set, were consistently upregulated in early relapse compared to remission specimens in both first (fold change=1.13-2.19, q<0.38) and second (fold change=1.48-4.78, all q<0.05) sets. Four (miR-631, mir-101-3p, miR-922 and miR-1324) of these miRNAs have been previously implicated in key functional oncogenic pathways in adult cancers. Conclusion: This study suggests that six candidate miRNAs, not previously implicated in pediatric ALL, are associated with early relapse in pediatric BALL. Validation and investigation of mechanistic roles of these miRNAs in a larger cohort are warranted, so that they may be used as prognostic markers for early relapse of pediatric BALL. Acute lymphoblastic leukemia (ALL) is the most common cancer diagnosed among children, accounting for a quarter of all cancer diagnoses and three-quarters of childhood leukemia diagnoses (1, 2). The 5-year and overall survival rates of ALL have increased over the years to approximately 80% and 85%, respectively (1-3), largely due to risk-stratification and combination chemotherapy (4, 5). However, 10-15% of patients develop recurrence and, depending on the recurrence site, 5-50% will survive with only a third surviving long-term (6-9). Knowledge on the mechanism of leukemia relapse is still limited (10-13). Few studies have evaluated the association between miRNA expression and pediatric ALL relapse (14). Although these studies have identified potential prognostic miRNAs, a consensus of a clinically significant miRNA signature is yet to be identified. In addition, several previous studies have investigated a limited number (n=1-723) of miRNAs (15-20) or have not included an independent replication dataset (17, 18). In this study, we provide additional evidence for the association between miRNAs and pediatric BALL early relapse by investigating a large number of miRNAs (~2,600 human miRNAs) in two independent sample sets. Materials and Methods Patient accrual and sample collection. The study included two independent preselected sets of patients. The first set consisted of six patients ...