Regulatory network analysis reveals the oncogenesis roles of feed-forward loops and therapeutic target in T-cell acute lymphoblastic leukemia

BMC Med Genomics. 2019 Jan 15;12(1):8. doi: 10.1186/s12920-018-0469-0.

Abstract

Background: T-cell acute lymphoblastic leukemia (T-ALL) is an aggressive hematological malignancy. Aberrant expressed genes contribute to the development and progression of T-ALL. However, the regulation underlying their aberrant expression remains elusive. Dysregulated expression of transcription factors and miRNAs played important regulatory roles in the pathogenesis of T-ALL.

Methods: In this study, we analyzed the alteration of transcriptome profiling and regulatory networks between T-ALL sample and normal T cell samples at transcriptional and post-transcriptional levels.

Results: Our results demonstrated that genes related to cell cycle and cell proliferation processes were significantly upregulated in T-ALL comparing to normal samples. Meanwhile, regulatory network analyses revealed that FOXM1, MYB, SOX4 and miR-21/19b as core regulators played vital roles in the development of T-ALL. FOXM1-miR-21-5p-CDC25A and MYB/SOX4-miR-19b-3p-RBBP8 were identified as important feed-forward loops involved in the oncogenesis of T-ALL. Drug-specific analyses showed that GSK-J4 may be an effective drug, and CDC25A/CAPN2/MCM2 could serve as potential therapeutic targets for T-ALL.

Conclusions: This study may provide novel insights for the regulatory mechanisms underlying the development of T-ALL and potential therapeutic targets.

Keywords: Cell cycle; Cell proliferation; Feed-forward loops; Pathogenesis; T-ALL.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Carcinogenesis / genetics*
  • Cell Cycle / genetics
  • Cell Line, Tumor
  • Cell Proliferation / genetics
  • Disease Progression
  • Gene Expression Profiling*
  • Gene Regulatory Networks*
  • Humans
  • Molecular Targeted Therapy*
  • Precursor T-Cell Lymphoblastic Leukemia-Lymphoma / drug therapy
  • Precursor T-Cell Lymphoblastic Leukemia-Lymphoma / genetics*
  • Precursor T-Cell Lymphoblastic Leukemia-Lymphoma / pathology