Differential expression analysis of miRNAs and identification of potential key genes in pediatric T-cell acute lymphoblastic leukemia

Pediatric T-cell Acute Lymphoblastic Leukemia (T-ALL) is an aggressive form of ALL comprising 15–20% of cases, characterized by malignant transformation of progenitor T-cells. Numerous genetic and epigenetic alterations have been identified as key contributor of this transformation. Recent studies reveal the distinct microRNA expression patterns in T-ALL patients that can serve as diagnostic or prognostic markers. In the present study, we investigated the miRNA and mRNA expression patterns, highlighting their role in modulating disease-associated signalling pathways. Integrative analysis using publicly available miRNA-seq data of pediatric T-ALL patients (E-MTAB-7446, E-MTAB-11987 and GSE89978) was performed to find high-confidence dysregulated miRNA and their target genes using multiple databases (TargetScan, miRDB, miRTarbase). Network study using Cytoscape identified key genes BCL2 , CCND , PTEN , SIRT1 , GSK3B , IL6 , NFKB1 and SMAD4 playing significant roles in key oncogenic pathways like PI3K-Akt signaling pathway and cellular senescence. Final integration with our patient transcriptomic data revealed negatively correlated miRNA-mRNA pairs such as IL6 -hsa-miR-9-5p, FOXO1 -hsa-miR-153-3p, hsa-miR-296-3p- STAT5A , miR-205-5p- FOXM1 , and CENPF . Functional analysis of these pairs revealed these antagonist pairs to be involved in dysregulated IL6/JAK-STAT pathway, TGFβ signaling, and cellular senescence under T-cell leukemic conditions. In conclusion, findings from our study provide important insights regarding the involvement of miRNAs in the T-ALL disease molecular mechanisms, which can serve as biomarker for future intervention.

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Journal
Discover Oncology
Published
2026-09-11
DOI
https://doi.org/10.1007/s12672-026-05868-3
Primary Topic
Acute Lymphoblastic Leukemia research
Type
article
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article

Differential expression analysis of miRNAs and identification of potential key genes in pediatric T-cell acute lymphoblastic leukemia

Minu Singh, Parminder Kaur, Sreejesh Sreedharanunni, Sargeet Kaur et al.
Discover Oncology
Acute Lymphoblastic Leukemia research
article

Differential expression analysis of miRNAs and identification of potential key genes in pediatric T-cell acute lymphoblastic leukemia

Minu Singh, Parminder Kaur, Sreejesh Sreedharanunni, Sargeet Kaur, Prateek Bhatia, Aaradhana Joshi, Amita Trehan
article en

Abstract

Pediatric T-cell Acute Lymphoblastic Leukemia (T-ALL) is an aggressive form of ALL comprising 15–20% of cases, characterized by malignant transformation of progenitor T-cells. Numerous genetic and epigenetic alterations have been identified as key contributor of this transformation. Recent studies reveal the distinct microRNA expression patterns in T-ALL patients that can serve as diagnostic or prognostic markers. In the present study, we investigated the miRNA and mRNA expression patterns, highlighting their role in modulating disease-associated signalling pathways. Integrative analysis using publicly available miRNA-seq data of pediatric T-ALL patients (E-MTAB-7446, E-MTAB-11987 and GSE89978) was performed to find high-confidence dysregulated miRNA and their target genes using multiple databases (TargetScan, miRDB, miRTarbase). Network study using Cytoscape identified key genes BCL2 , CCND , PTEN , SIRT1 , GSK3B , IL6 , NFKB1 and SMAD4 playing significant roles in key oncogenic pathways like PI3K-Akt signaling pathway and cellular senescence. Final integration with our patient transcriptomic data revealed negatively correlated miRNA-mRNA pairs such as IL6 -hsa-miR-9-5p, FOXO1 -hsa-miR-153-3p, hsa-miR-296-3p- STAT5A , miR-205-5p- FOXM1 , and CENPF . Functional analysis of these pairs revealed these antagonist pairs to be involved in dysregulated IL6/JAK-STAT pathway, TGFβ signaling, and cellular senescence under T-cell leukemic conditions. In conclusion, findings from our study provide important insights regarding the involvement of miRNAs in the T-ALL disease molecular mechanisms, which can serve as biomarker for future intervention.

Discover Oncology
Post Graduate Institute of Medical Education and Research (IN)
Openalex Percentile: Top 8%
Acute Lymphoblastic Leukemia research
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