A radiomics model developed by Tang et al.98 characterized the immune state of the TME in NSCLC patients using baseline CT images, percent tumor PD-L1 expression, and the density of tumor-infiltrating lymphocytes (CD3) to stratify patients into four clusters that were significantly correlated with overall survival (OS)82. This evidence concerns the gene CD274 and non-small cell lung carcinoma.