18F-fluorodeoxyglucose positron emission tomography correlates with tumor immunometabolic phenotypes in resected lung cancer

Cancer Immunol Immunother. 2020 Aug;69(8):1519-1534. doi: 10.1007/s00262-020-02560-5. Epub 2020 Apr 16.

Abstract

Enhanced tumor glycolytic activity is a mechanism by which tumors induce an immunosuppressive environment to resist adoptive T cell therapy; therefore, methods of assessing intratumoral glycolytic activity are of considerable clinical interest. In this study, we characterized the relationships among tumor 18F-fluorodeoxyglucose (FDG) retention, tumor metabolic and immune phenotypes, and survival in patients with resected non-small cell lung cancer (NSCLC). We retrospectively analyzed tumor preoperative positron emission tomography (PET) 18F-FDG uptake in 59 resected NSCLCs and investigated correlations between PET parameters (SUVMax, SUVTotal, SUVMean, TLG), tumor expression of glycolysis- and immune-related genes, and tumor-associated immune cell densities that were quantified by immunohistochemistry. Tumor glycolysis-associated immune gene signatures were analyzed for associations with survival outcomes. We found that each 18F-FDG PET parameter was positively correlated with tumor expression of glycolysis-related genes. Elevated 18F-FDG SUVMax was more discriminatory of glycolysis-associated changes in tumor immune phenotypes than other 18F-FDG PET parameters. Increased SUVMax was associated with multiple immune factors characteristic of an immunosuppressive and poorly immune infiltrated tumor microenvironment, including elevated PD-L1 expression, reduced CD57+ cell density, and increased T cell exhaustion gene signature. Elevated SUVMax identified immune-related transcriptomic signatures that were associated with enhanced tumor glycolytic gene expression and poor clinical outcomes. Our results suggest that 18F-FDG SUVMax has potential value as a noninvasive, clinical indicator of tumor immunometabolic phenotypes in patients with resectable NSCLC and warrants investigation as a potential predictor of therapeutic response to immune-based treatment strategies.

Keywords: Positron emission tomography; Resected non-small cell lung cancer; Tumor glycolysis; Tumor immunometabolic phenotypes.

MeSH terms

  • B7-H1 Antigen / genetics
  • B7-H1 Antigen / metabolism
  • Biomarkers, Tumor / analysis*
  • Carcinoma, Non-Small-Cell Lung / diagnostic imaging
  • Carcinoma, Non-Small-Cell Lung / immunology*
  • Carcinoma, Non-Small-Cell Lung / metabolism*
  • Carcinoma, Non-Small-Cell Lung / surgery
  • Fluorodeoxyglucose F18 / metabolism*
  • Glycolysis
  • Humans
  • Lung Neoplasms / diagnostic imaging
  • Lung Neoplasms / immunology
  • Lung Neoplasms / metabolism
  • Lung Neoplasms / surgery
  • Lymphocytes, Tumor-Infiltrating / immunology*
  • Positron-Emission Tomography / methods*
  • Prognosis
  • Radiopharmaceuticals / metabolism
  • Retrospective Studies
  • Survival Rate
  • Transcriptome
  • Tumor Microenvironment / immunology*

Substances

  • B7-H1 Antigen
  • Biomarkers, Tumor
  • CD274 protein, human
  • Radiopharmaceuticals
  • Fluorodeoxyglucose F18