Construction of a prognostic model of acute myeloid leukemia associated with immunogenic cell death

Expert Rev Hematol. 2023 Jul-Dec;16(7):543-551. doi: 10.1080/17474086.2023.2208861. Epub 2023 May 1.

Abstract

Background: Immunogenic cell death (ICD)is a kind of regulatory cell death, which causes a series of antigen-specific adaptive immune responses by generating and emitting some danger signals or damage-associated molecular patterns (DAMPs). At present, little is known about the prognostic value of ICD and its related processes in acute myeloid leukemia (AML). The aim of the study was to explore the relationship between ICD and tumor immune microenvironment changes in AML.

Research design & methods: In the study, AML samples were divided into two groups by consensus clustering analysis, and then gene enrichment analysis and GSEA analysis were performed on the ICD high expression group. Furthermore, CIBERSORT was used to analyze the tumor microenvironment and immune characteristics of AML. Finally, a prognostic model related to ICD was constructed by using univariate and multivariate regression analysis.

Results: ICD was divided into two groups according to the level of ICD gene expression. The ICD high expression group was associated with good clinical results and high levels of immune cell infiltration.

Conclusions: The study constructed and verified the prognostic characteristics of AML related to ICD, which has important value in predicting the overall survival time of AML patients.

Keywords: AML; Immunogenic cell death; immunotherapy; prognosis; tumor immune microenvironment.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Humans
  • Immunogenic Cell Death*
  • Leukemia, Myeloid, Acute* / diagnosis
  • Leukemia, Myeloid, Acute* / genetics
  • Leukemia, Myeloid, Acute* / therapy
  • Prognosis
  • Tumor Microenvironment / genetics

Associated data

  • figshare/10.6084/m9.figshare.21200566.V3