We found that low-risk laryngeal cancer samples were more sensitive to PDCD1, LAG3, CTLA4, and TIGHT, indicating that fatty acid metabolism is of interest in terms of assessing the TME characteristics in patients with laryngeal cancer. Here, PDCD1 is linked to laryngeal carcinoma.