Lung cancer, which often occurs as lung adenocarcinoma, is the leading cause of cancer-related death worldwide. At least 70% of lung adenocarcinoma patients fail to show long-term benefit from immune checkpoint inhibitors, highlighting the need to identify in advance those more likely to benefit.