Additionally, tissue and cell-type analyses reveal that the genetic correlations between esophageal cancer and pulmonary diseases predominantly originate from cervical tissue, lymphocytes, NK cells, and Tgd cells, among others. Here, ABCA1 is linked to esophageal cancer.