Discovery of TGF-β/SMAD signaling pathway inhibitors through an ML-based classification model and confirmation through a dual-luciferase reporter assay. (IMAGE)
Caption
(a) ML-based classification model architecture. (b) Discovery and confirmation procedures of TGF-β/SMAD signaling pathway inhibitors. (c) Effects of positive candidates on TGF-β/SMAD signaling pathway detected by a dual-luciferase reporter assay.
Credit
Luyao Dong, Wenting Dong et al.
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CC BY-NC-ND