Based on the results from our validations and the principal component analysis of primary tumor levels shown in Figure 4, we suggest using a multimarker panel consisting of KRT19, CEACAM5 and SFTPA. These three markers represent the three groups in the biplot analysis, suggesting that all 55 tumors in our validation cohort had high levels of at least one marker. Here, KRT19 is linked to neoplasm.