Quantitative analysis using Qupath software showed that FAP protein levels were significantly enhanced at PanCK(−) areas of tumor invasive margin compared to tumor center and adjacent normal areas (Fig. 3c, Supplementary Fig. 3h–j). Here, FAP is linked to neoplasm.