Nevertheless, for early-stage lung adenocarcinoma patients who have not yet or cannot receive surgical treatment and whose biopsy specimens are difficult to obtain due to the size and location of GGNs, the PD-L1 detection is a bottleneck in the ICI treatment. The gene discussed is CD274; the disease is lung adenocarcinoma.