Taken together, our results revealed clusters of malignant cells that resembled normal lung cell subclusters and a cluster (cluster 4) was with stem-like proliferating features in malignant basal cells, and its maker KPNA2 might promote tumor proliferation in LUSC. This evidence concerns the gene KPNA2 and neoplasm.