While the expression level of LGALS9 was high mostly in TAMs, and also cancer cells and ductal cells, P4HB was found to be widely expressed by cancer cells, ductal cells and TAMs, respectively in our SC datasets (Fig. 5f–h). This evidence concerns the gene P4HB and cancer.