Comprehensive Analysis of Ferroptosis Regulators with Regard to PD-L1 and Immune Infiltration in Low-Grade Glioma

Int J Mol Sci. 2023 Aug 17;24(16):12880. doi: 10.3390/ijms241612880.

Abstract

The prognosis of low-grade glioma (LGG) is highly variable and requires more accurate predictors. Ferroptosis, a newly discovered programmed cell death, has been demonstrated to play a crucial role in some types of tumors. However, prognostic prediction based on ferroptosis-related genes (FRGs) and the influence on the tumor microenvironment (TME) in LGG remains elusive. We derived expression profiles for LGG from public databases. Based on the expression of 25 FRGs in LGG, two independent subtypes and a risk model were successfully constructed. Different methods were applied to assess the tumor heterogeneity, tumor microenvironment, and the prognostic value. In addition, a competing endogenous RNA (ceRNA) regulatory axis was constructed. The subtypes had independent tumor heterogeneity, tumor microenvironments, and prognoses. LPCAT3, SLC1A5, HSPA5, and NFE2L2 were identified as the potential prognostic FRGs. Based on these four FRGs, our risk model possesses excellent potential to predict prognosis and varied immune infiltration abundance. The ceRNA regulatory axis provides a potential therapeutic target for LGG. Our molecular subtypes, risk model, and ceRNA regulatory axis have strong immune prediction and prognostic prediction capabilities which could guide LGG treatment.

Keywords: CD274; ferroptosis; low-grade glioma; noncoding RNA; prognostic markers.

MeSH terms

  • Amino Acid Transport System ASC
  • Apoptosis
  • B7-H1 Antigen / genetics
  • Databases, Factual
  • Ferroptosis* / genetics
  • Glioma* / genetics
  • Humans
  • Minor Histocompatibility Antigens
  • RNA
  • Tumor Microenvironment / genetics

Substances

  • B7-H1 Antigen
  • RNA
  • SLC1A5 protein, human
  • Minor Histocompatibility Antigens
  • Amino Acid Transport System ASC

Grants and funding

This work was supported by the National Natural Science Foundation of China (No. 81872467 and 82073880), the Shanghai Municipal Health Commission (No. 201940233), and the Program for Professor of Special Appointment (Eastern Scholar) at Shanghai Institutions of Higher Learning (No. TP2019047).