Department of Thoracic and Cardiovascular Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Diagnostic Radiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Cancer Immunol Immunother. 2020 Aug;69(8):1519-1534. doi: 10.1007/s00262-020-02560-5. Epub 2020 Apr 16.
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 F-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) F-FDG uptake in 59 resected NSCLCs and investigated correlations between PET parameters (SUV, SUV, SUV, 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 F-FDG PET parameter was positively correlated with tumor expression of glycolysis-related genes. Elevated F-FDG SUV was more discriminatory of glycolysis-associated changes in tumor immune phenotypes than other F-FDG PET parameters. Increased SUV 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 SUV identified immune-related transcriptomic signatures that were associated with enhanced tumor glycolytic gene expression and poor clinical outcomes. Our results suggest that F-FDG SUV 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.
肿瘤糖酵解活性增强是肿瘤诱导免疫抑制环境以抵抗过继性 T 细胞治疗的一种机制;因此,评估肿瘤内糖酵解活性的方法具有重要的临床意义。在这项研究中,我们描述了切除的非小细胞肺癌 (NSCLC) 患者肿瘤 F-氟脱氧葡萄糖 (FDG) 摄取与肿瘤代谢和免疫表型以及生存之间的关系。我们回顾性分析了 59 例切除的 NSCLC 患者术前正电子发射断层扫描 (PET) F-FDG 摄取,并研究了 PET 参数 (SUV、SUV、SUV、TLG)、肿瘤糖酵解和免疫相关基因表达之间的相关性,以及通过免疫组织化学定量的肿瘤相关免疫细胞密度。分析了肿瘤糖酵解相关免疫基因特征与生存结果的相关性。我们发现,每个 F-FDG PET 参数都与肿瘤糖酵解相关基因的表达呈正相关。与其他 F-FDG PET 参数相比,升高的 F-FDG SUV 更能区分肿瘤免疫表型中与糖酵解相关的变化。SUV 升高与多种免疫因子相关,这些因子特征是免疫抑制和免疫浸润不良的肿瘤微环境,包括 PD-L1 表达升高、CD57 细胞密度降低以及 T 细胞耗竭基因特征增加。SUV 升高可识别与肿瘤糖酵解基因表达增强和不良临床结局相关的免疫相关转录组特征。我们的研究结果表明,在可切除的 NSCLC 患者中,F-FDG SUV 具有作为肿瘤免疫代谢表型的非侵入性临床指标的潜力,值得进一步研究作为免疫治疗策略治疗反应的潜在预测因子。