This retrospective study explored the value use of computed tomography (CT) images as a “virtual biopsy”, in assessing the biomarkers CD68 and IL-1β that we have identified on a biological scale to be related to NSCLC patients’ overall survival (OS). The gene discussed is CD68; the disease is non-small cell lung carcinoma.