Myeloid Diagnostic and Prognostic Markers of Immune Suppression in the Blood of Glioma Patients

Front Immunol. 2022 Jan 7:12:809826. doi: 10.3389/fimmu.2021.809826. eCollection 2021.

Abstract

Background: Although gliomas are confined to the central nervous system, their negative influence over the immune system extends to peripheral circulation. The immune suppression exerted by myeloid cells can affect both response to therapy and disease outcome. We analyzed the expansion of several myeloid parameters in the blood of low- and high-grade gliomas and assessed their relevance as biomarkers of disease and clinical outcome.

Methods: Peripheral blood was obtained from 134 low- and high-grade glioma patients. CD14+, CD14+/p-STAT3+, CD14+/PD-L1+, CD15+ cells and four myeloid-derived suppressor cell (MDSC) subsets, were evaluated by flow cytometry. Arginase-1 (ARG1) quantity and activity was determined in the plasma. Multivariable logistic regression model was used to obtain a diagnostic score to discriminate glioma patients from healthy controls and between each glioma grade. A glioblastoma prognostic model was determined by multiple Cox regression using clinical and myeloid parameters.

Results: Changes in myeloid parameters associated with immune suppression allowed to define a diagnostic score calculating the risk of being a glioma patient. The same parameters, together with age, permit to calculate the risk score in differentiating each glioma grade. A prognostic model for glioblastoma patients stemmed out from a Cox multiple analysis, highlighting the role of MDSC, p-STAT3, and ARG1 activity together with clinical parameters in predicting patient's outcome.

Conclusions: This work emphasizes the role of systemic immune suppression carried out by myeloid cells in gliomas. The identification of biomarkers associated with immune landscape, diagnosis, and outcome of glioblastoma patients lays the ground for their clinical use.

Keywords: STAT3; arginase 1 (ARG1); biomarkers; glioma; myeloid-derived suppressor cell.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Arginase / blood
  • B7-H1 Antigen / blood
  • Biomarkers, Tumor / blood*
  • Female
  • Glioma / blood*
  • Glioma / diagnosis*
  • Glioma / etiology
  • Humans
  • Immunocompromised Host
  • Immunophenotyping
  • Leukocytes, Mononuclear / immunology
  • Leukocytes, Mononuclear / metabolism
  • Liquid Biopsy
  • Male
  • Middle Aged
  • Myeloid Cells / immunology*
  • Myeloid Cells / metabolism*
  • Myeloid-Derived Suppressor Cells / immunology
  • Myeloid-Derived Suppressor Cells / metabolism
  • Neoplasm Grading
  • Neoplasm Staging
  • Prognosis
  • STAT3 Transcription Factor / blood
  • Young Adult

Substances

  • B7-H1 Antigen
  • Biomarkers, Tumor
  • CD274 protein, human
  • STAT3 Transcription Factor
  • STAT3 protein, human
  • ARG1 protein, human
  • Arginase