生物信息学
虚拟筛选
转化生长因子
对接(动物)
小分子
化学
受体
上皮-间质转换
癌症研究
药物发现
细胞生物学
生物
计算生物学
生物化学
医学
过渡(遗传学)
护理部
基因
作者
Yaxin Li,Sisi Liu,Zhuoya Wang,Xiaoli Wang,Jiamin Xu,Keke Yao,Ranran Zhang,Chenxuan Lu,Zhigang Wu,Liming Hu
摘要
Transforming growth factor β type 1 receptor (TGFβR1), a crucial serine-threonine kinase, is central to the TGFβ/Smad signaling pathway, governing cellular processes like growth, differentiation, apoptosis, and immune response. This pathway is closely linked to the epithelial-mesenchymal transition (EMT) process, which plays an important role in the metastasis of hepatocellular carcinoma (HCC). To date, only limited inhibitors targeting TGFβR1 have entered clinical trials, yet they encounter challenges, notably high toxicity, in clinical applications. Herein, an efficient virtual screening pipeline was developed. Eighty compounds were screened from a pool of over 17 million molecules based on docking scores and binding free energy. Four compounds were manually selected with the assistance of enhanced sampling method BPMD (binding pose metadynamics). The binding stability of these four compounds complexed with TGFβR1 was subsequently studied through long-timescale conventional molecular dynamics simulations. The three most promising compounds were subjected to
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