Of note, four gene-disease associations, i.e., ATM-gastric cancer, CHEK2-gastric cancer, CHEK2-kidney cancer, and CHEK2-thyroid cancer, were not identified in any of the six resources but were verified by the NLP-aided literature review. Here, ATM is linked to thyroid gland carcinoma.