Following transcriptomic and single-cell histological analyses, we established that the highly expressed transcription factors FOXI1, FOXB1, and KCNA7 promote lung cancer development and are primarily involved in cellular processes including proliferation, migration, and invasion. Here, KCNA7 is linked to lung cancer.