Beyond TGF-β1-induced EMT, we found that the method could capture MET reversal, hypoxia-driven EMT in A549 lung cancer cells, and annotation-independent classification of luminal versus basal breast cancer cell lines. Here, TGFB1 is linked to breast carcinoma.