Molecular and Clinical Characterization of PD-1 in Breast Cancer Using Large-Scale Transcriptome Data

Front Immunol. 2020 Nov 17:11:558757. doi: 10.3389/fimmu.2020.558757. eCollection 2020.

Abstract

Despite the impressive impact of PD-1 (programmed cell death protein 1)-targeted cancer immunotherapy, a great part of patients with cancer fail to respond. PD-1 impact on immune cells in addition to T cells, and the synergistic role of PD-1 with other immune modulators remain largely unknown. To fill this gap, we systematically investigated PD-1-related transcriptome data and relevant clinical information derived from TCGA (The Cancer Genome Atlas) and METABRIC (Molecular Taxonomy of Breast Cancer International Consortium), which involved a total of 2,994 breast cancer patients. Our results revealed the relationship among PD-1 and major molecular and clinical characteristics in breast cancer. More importantly, we depicted the association landscape between PD-1 and other immune cell populations. Gene ontology analyses and gene set variation analysis (GSVA) of genes correlated with PD-1 revealed that PD-1 was mainly involved in immune responses and inflammatory activities. We also elucidated the association of PD-1 with other immune modulators in pan-cancer level, especially the potential synergistic relationship between PD-1 and other immune checkpoints members in breast cancer. In short, the expression level of PD-1 was bound up with breast cancer malignancy, which could be used as a potential biomarker; PD-1 might manipulate the anti-tumor immune response by impacting not just T cells, and this might vary among different tumor types. Furthermore, PD-1 might synergize with other immune checkpoint members to modulate the immune microenvironment in breast cancer.

Keywords: PD-1; breast cancer; cancer immunotherapy; immune response; inflammatory activity.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Aged
  • Biomarkers, Tumor
  • Breast Neoplasms / diagnosis*
  • Breast Neoplasms / etiology*
  • Computational Biology* / methods
  • Databases, Nucleic Acid
  • Female
  • Gene Expression Profiling* / methods
  • Gene Expression Regulation, Neoplastic
  • Humans
  • Immune Checkpoint Proteins / genetics
  • Immune Checkpoint Proteins / metabolism
  • Immunomodulation / genetics
  • Lymphocytes, Tumor-Infiltrating / immunology
  • Lymphocytes, Tumor-Infiltrating / metabolism
  • Middle Aged
  • Neoplasm Staging
  • Prognosis
  • Programmed Cell Death 1 Receptor / genetics*
  • Programmed Cell Death 1 Receptor / metabolism
  • ROC Curve
  • Transcriptome*
  • Tumor Microenvironment / genetics
  • Tumor Microenvironment / immunology

Substances

  • Biomarkers, Tumor
  • Immune Checkpoint Proteins
  • Programmed Cell Death 1 Receptor