Ultimately, ten genes were selected for identifying LGD BE using a LSVM algorithm: IGHV3-43, SLC38A4, PLLP, CELA3A, IGHV4-31, TMPRSS5, TP53, NR4A1, ATF3, IFI27. The gene discussed is ATF3; the disease is Barrett esophagus.