Development and validation of a novel circular RNA as an independent prognostic factor in acute myeloid leukemia

BMC Med. 2021 Feb 1;19(1):28. doi: 10.1186/s12916-020-01898-y.

Abstract

Background: Although there are many clinical and molecular biomarkers in acute myeloid leukemia (AML), the novel and reliable biomarkers are still required to predict the overall survival at the time of disease diagnosis.

Methods: In order to identify independent predictors, we firstly selected 60 cytogenetically normal AML (CN-AML) patients using the propensity score analysis to balance the confounders and performed circular RNA (circRNA) sequencing. Next, one outcome related to circRNA was selected and validated in the independent cohort of 218 CN-AML patients. We then constructed circRNA-miRNA-mRNA regulated network and performed cellular metabolomic analysis to decipher the underlying biological insights.

Results: We identified 308 circRNAs as independent candidate predictors of overall survival. Hsa_circ_0075451 expression was validated as an independent predictor with a weak predictive ability for overall survival. The regulated network of this circular RNA indicated 84 hub genes that appear to be regulated by 10 miRNAs sponged by hsa_circ_0075451. The regulatory axis of hsa_circ_0075451 -| miR-330-5p/miR-326 -| PRDM16 was validated by the dual luciferase report assay, fluorescence in situ hybridization, and ShRNA interference assay.

Conclusions: Our data demonstrates that hsa_circ_0075451 expression may independently contribute to the poor prognosis of AML and present a novel therapeutic target.

Keywords: Acute myeloid leukemia; Circular RNAs; Prognosis; RNA sequencing.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Biomarkers, Tumor / metabolism*
  • Gene Expression Regulation, Neoplastic
  • Humans
  • In Situ Hybridization, Fluorescence / methods
  • Leukemia, Myeloid, Acute / genetics
  • Leukemia, Myeloid, Acute / metabolism*
  • Male
  • MicroRNAs / metabolism*
  • Prognosis
  • RNA / metabolism
  • RNA, Circular / metabolism*
  • RNA, Messenger / genetics*
  • RNA, Messenger / metabolism
  • Sequence Analysis, RNA

Substances

  • Biomarkers, Tumor
  • MIRN330 microRNA, human
  • MicroRNAs
  • RNA, Circular
  • RNA, Messenger
  • RNA