Construction of a microRNA-mRNA Regulatory Network in De Novo Cytogenetically Normal Acute Myeloid Leukemia Patients

Genet Test Mol Biomarkers. 2021 Mar;25(3):199-210. doi: 10.1089/gtmb.2020.0182.

Abstract

Background: The association between dysregulated microRNAs (miRNAs) and acute myeloid leukemia (AML) is well known. However, our understanding of the regulatory role of miRNAs in the cytogenetically normal AML (CN-AML) subtype pathway is still poor. The current study integrated miRNA and mRNA profiles to explore novel miRNA-mRNA interactions that affect the regulatory patterns of de novo CN-AML. Methods: We utilized a multiplexed nanoString nCounter platform to profile both miRNAs and mRNAs using similar sets of patient samples (n = 24). Correlations were assessed, and an miRNA-mRNA network was constructed. The underlying biological functions of the mRNAs were predicted by gene enrichment. Finally, the interacting pairs were assessed using TargetScan and microT-CDS. We identified 637 significant negative correlations (false discovery rate <0.05). Results: Network analysis revealed a cluster of 12 miRNAs representing the majority of mRNA targets. Within the cluster, five miRNAs (miR-495-3p, miR-185-5p, let-7i-5p, miR-409-3p, and miR-127-3p) were posited to play a pivotal role in the regulation of CN-AML, as they are associated with the negative regulation of myeloid leukocyte differentiation, negative regulation of myeloid cell differentiation, and positive regulation of hematopoiesis. Conclusion: Three novel interactions in CN-AML were predicted as let-7i-5p:HOXA9, miR-495-3p:PIK3R1, and miR-495-3p:CDK6 may be responsible for regulating myeloid cell differentiation in CN-AML.

Keywords: acute myeloid leukemia; hematological malignancies; interaction; mRNA; miRNA.

MeSH terms

  • Adult
  • Aged
  • Cytogenetic Analysis / methods
  • Female
  • Gene Expression Profiling / methods
  • Gene Regulatory Networks / genetics
  • Humans
  • Leukemia, Myeloid, Acute / genetics*
  • Malaysia
  • Male
  • MicroRNAs / genetics*
  • Middle Aged
  • RNA, Messenger / genetics*

Substances

  • MicroRNAs
  • RNA, Messenger