We found that KIF22 was significantly associated with age, history of diabetes, alcohol history and neoplasm_histologic grade, while PYGL was markedly correlated with neoplasm_histologic grade (p < 0.05; Supplementary Table S3). The gene discussed is PYGL; the disease is diabetes mellitus.