Therefore, we used mIF to analyze locally advanced NSCLC relapse-associated TME and explore its relationship with hypoxia-inducible factor-1α (HIF-1α), microvascular density (MVD), and cancer-associated fibroblasts (CAFs) in order to guide individualized therapy. Here, HIF1A is linked to cancer.