Development of a novel 7 immune-related genes prognostic model for oral cancer: A study based on TCGA database

Oral Oncol. 2021 Jan:112:105088. doi: 10.1016/j.oraloncology.2020.105088. Epub 2020 Nov 18.

Abstract

Oral squamous cell carcinoma (OSCC) is an aggressive tumor whose prognosis has little improvement in the last three decades. Various immune-related genes have been suggested as significant roles in the development and progression of malignant cancers. In this study, we acquired and integrated differentially expressed genes of OSCC patients, including immune-related genes and transcription factors (TFs), from The Cancer Genome Atlas (TCGA) database. TF-mediated network was established to exploring the regulatory mechanisms of prognostic immune-related genes. A 7 immune-related genes prognostic model for OSCC was obtained, including CGB8, CTLA4, TNFRSF19, CCL26, NRG1, TPM2 and PLAU, which was further proved to be an independent prognostic indicator after adjusting for other clinical factors. The immune-related genes prognostic index was significantly negatively correlated to the infiltration abundances of B cells (P < 0.05) and CD8+ T cells (P < 0.05). The novel proposed immune-based prognostic model not only provided a promising biomarker and a way to monitor the long-term treatment of OSCC, but also gave a new insight into a potential immunotherapy strategy.

Keywords: Immune-related gene; Oral cancer; Prognosis; TCGA.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • B-Lymphocytes / immunology
  • CD8-Positive T-Lymphocytes / immunology
  • CTLA-4 Antigen / genetics
  • CTLA-4 Antigen / immunology
  • Chemokine CCL26 / genetics
  • Chemokine CCL26 / immunology
  • Chorionic Gonadotropin, beta Subunit, Human / genetics
  • Chorionic Gonadotropin, beta Subunit, Human / immunology
  • Databases, Genetic
  • Gene Expression Regulation, Neoplastic*
  • Humans
  • Immunity, Cellular
  • Immunotherapy
  • Membrane Proteins / genetics
  • Membrane Proteins / immunology
  • Models, Genetic
  • Mouth Neoplasms / genetics*
  • Mouth Neoplasms / immunology
  • Mouth Neoplasms / mortality
  • Mouth Neoplasms / therapy
  • Neuregulin-1 / genetics
  • Neuregulin-1 / immunology
  • Prognosis
  • Receptors, Tumor Necrosis Factor / genetics
  • Receptors, Tumor Necrosis Factor / immunology
  • Squamous Cell Carcinoma of Head and Neck / genetics*
  • Squamous Cell Carcinoma of Head and Neck / immunology
  • Squamous Cell Carcinoma of Head and Neck / mortality
  • Squamous Cell Carcinoma of Head and Neck / therapy
  • Survival Analysis
  • Transcription Factors / genetics
  • Tropomyosin / genetics
  • Tropomyosin / immunology

Substances

  • CCL26 protein, human
  • CTLA-4 Antigen
  • CTLA4 protein, human
  • Chemokine CCL26
  • Chorionic Gonadotropin, beta Subunit, Human
  • Membrane Proteins
  • NRG1 protein, human
  • Neuregulin-1
  • PLAU protein, human
  • Receptors, Tumor Necrosis Factor
  • TNFRSF19 protein, human
  • TPM2 protein, human
  • Transcription Factors
  • Tropomyosin