Abstract:Objective To investigate the predictive value of serum microRNA-506 (miR-506) in combination with microRNA-146a (miR-146a) for adverse outcomes in children with acute lymphoblastic leukemia (ALL).Methods A total of 76 children with ALL treated at Jiangnan University Children's Hospital from April 2020 to April 2022 were included in the study group. Simultaneously, 80 healthy children who underwent medical check-ups during the same period were selected as the control group. Serum levels of miR-506 and miR-146a were measured and compared between the two groups. The study group received standardized treatment and was followed up for one year to record the outcomes of the children. The serum levels of miR-506 and miR-146a were compared between children with different outcomes. Multifactorial stepwise logistic regression analysis was used to identify risk factors for children's outcomes. Receiver Operating Characteristic (ROC) curve analysis was performed to assess the predictive value of miR-506 in combination with miR-146a for children's outcomes.Results The relative expression levels of miR-506 and miR-146a mRNA were higher in the study group than in the control group (P < 0.05). The rate of adverse outcomes in children with ALL was 27.63% (21/76). Children with adverse outcomes had higher relative expression levels of miR-506 and miR-146a mRNA compared to children with good outcomes (P < 0.05). There were no statistically significant differences in gender, age, body mass index, and immunophenotype between children with adverse and good outcomes (P > 0.05). However, a higher proportion of children with adverse outcomes were classified as high risk, and a higher proportion had an initial white blood cell count above 100×109/L (P < 0.05). Multifactorial stepwise logistic regression analysis showed that miR-506 [O^R = 2.147 (95% CI: 1.294, 3.559) ] and miR-146a [O^R = 2.251 (95% CI: 1.221, 4.149) ] were independent risk factors for adverse outcomes in children with ALL (P < 0.05). ROC curve analysis revealed that miR-506 had a sensitivity of 76.20% (95% CI: 0.143, 0.952) and specificity of 63.60% (95% CI: 0.036, 0.964) in predicting outcomes in children with ALL. miR-146a had a sensitivity of 76.20% (95% CI: 0.095, 0.952) and specificity of 56.40% (95% CI: 0.018, 0.945). When combined, miR-506 and miR-146a had a sensitivity of 90.50% (95% CI: 0.048, 0.962) and specificity of 89.10% (95% CI: 0.018, 0.982) in predicting adverse outcomes in children with ALL.Conclusion High levels of miR-506 and miR-146a are independently associated with adverse outcomes in children with ALL. Moreover, a combination of miR-506 and miR-146a can effectively predict adverse outcomes in children with ALL.