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MIR4435-2HG as a possible novel predictive biomarker of chemotherapy response and death in pediatric B-cell ALL
Yulieth Torres-Llanos1, Jovanny Zabaleta2, Nataly Cruz-Rodriguez3
1Cancer Biology Group, Instituto Nacional de Cancerología, Bogotá, Colombia.
Insights
Researchers identified MIR4435-2HG as a key biomarker for predicting treatment response and survival in children with B-cell acute lymphoblastic leukemia (B-cell ALL). This finding offers hope for improved outcomes in this vulnerable population.
Area of Science:
- Oncology
- Genetics
- Pediatric Hematology
Background:
- Hispanic children with B-cell acute lymphoblastic leukemia (B-cell ALL) exhibit poorer survival rates compared to other groups.
- Limited tools exist to predict treatment response at diagnosis for B-cell ALL patients.
- Identifying predictive biomarkers for treatment response and prognosis is crucial for improving patient outcomes.
Purpose of the Study:
- To identify predictive biomarkers for treatment response in B-cell ALL.
- To discover prognostic biomarkers for death in B-cell ALL.
- To analyze methylated and differentially expressed genes in relation to minimal residual disease (MRD) status.
Main Methods:
- DNA and RNA extracted from tumor blasts of Hispanic children with B-cell ALL.
- Illumina methylation and mRNA sequencing performed on 13 bone marrow samples.
- Differential gene expression and methylation analysis compared MRD-positive (MRD+) and MRD-negative (MRD-) patients.
- Validation of overexpressed and hypomethylated genes using RT-qPCR.
Main Results:
- Nine genes (DAPK1, BOC, CNKSR3, MIR4435-2HG, CTHRC1, NPDC1, SLC45A3, ITGA6, ASCL2) were found to be overexpressed and hypomethylated in MRD+ patients.
- MIR4435-2HG demonstrated the strongest predictive ability for refractoriness and non-response.
- Higher MIR4435-2HG expression correlated with increased probability of death and poorer survival.
Conclusions:
- MIR4435-2HG is a potential predictive biomarker for treatment response in pediatric B-cell ALL.
- MIR4435-2HG may also serve as a prognostic biomarker for death in B-cell ALL.
- Combined analysis of MIR4435-2HG, MRD status, and other gene expressions can enhance risk stratification for B-cell ALL patients.
Abstract:
Introduction: Although B-cell acute lymphoblastic leukemia (B-cell ALL) survival rates have improved in recent years, Hispanic children continue to have poorer survival rates. There are few tools available to identify at the time of diagnosis whether the patient will respond to induction therapy. Our goal was to identify predictive biomarkers of treatment response, which could also serve as prognostic biomarkers of death, by identifying methylated and differentially expressed genes between patients with positive minimal residual disease (MRD+) and negative minimal residual disease (MRD-). Methods: DNA and RNA were extracted from tumor blasts separated by immunomagnetic columns. Illumina MethlationEPIC and mRNA sequencing assays were performed on 13 bone marrows from Hispanic children with B-cell ALL. Partek Flow was used for transcript mapping and quantification, followed by differential expression analysis using DEseq2. DNA methylation analyses were performed with Partek Genomic Suite and Genome Studio. Gene expression and differential methylation were compared between patients with MRD-/- and MRD+/+ at the end of induction chemotherapy. Overexpressed and hypomethylated genes were selected and validated by RT-qPCR in samples of an independent validation cohort. The predictive ability of the genes was assessed by logistic regression. Survival and Cox regression analyses were performed to determine the association of genes with death. Results: DAPK1, BOC, CNKSR3, MIR4435-2HG, CTHRC1, NPDC1, SLC45A3, ITGA6, and ASCL2 were overexpressed and hypomethylated in MRD+/+ patients. Overexpression was also validated by RT-qPCR. DAPK1, BOC, ASCL2, and CNKSR3 can predict refractoriness, but MIR4435-2HG is the best predictor. Additionally, higher expression of MIR4435-2HG increases the probability of non-response, death, and the risk of death. Finally, MIR4435-2HG overexpression, together with MRD+, are associated with poorer survival, and together with overexpression of DAPK1 and ASCL2, it could improve the risk classification of patients with normal karyotype. Conclusion: MIR4435-2HG is a potential predictive biomarker of treatment response and death in children with B-cell ALL.
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