Subtype-specific analysis further confirmed the consistent pattern of PECAM1 expression across magnoid, squamous, and bronchial tumor subtypes compared to normal tissues (Figure 7), indicating the potential of PECAM1 as a target gene for lung cancer with prognostic implications. Here, PECAM1 is linked to lung cancer.