Machine-learning approaches pinpointed the LILRB3 and IL10RA clusters as sufficient to classify EACs from BE and to do so reproducibly in 4 independent validation cohorts (Figure 3C). The gene discussed is IL10RA; the disease is Barrett esophagus.