Not all such identified proteins are lowly expressed in esophageal cancer, except for protein phosphoinositide 3-kinase regulatory subunit 5 (Zhang et al., 2018), validating the efficacy, and accuracy of our prediction. The gene discussed is PROS1; the disease is esophageal cancer.