SP1 emerged as a key transcriptional regulator of shared DEGs in COPD, LUSC, and LUAD, interacting with genes like SPP1, SLC39A8, ID4, MMP11, and EDNRB. The gene discussed is ID4; the disease is chronic obstructive pulmonary disease.