Yoon Sanghwa, Cho Juyoung, Kim Jisu, Kim Kwang Dong, Kang Yang Jae
Division of Bio & Medical Bigdata Department (Brain Korea 21 Four), Gyeongsang National University, Jinju 52828, Republic of Korea.
Plant Molecular Biology and Biotechnology Research Center, Gyeongsang National University, Jinju 52828, Republic of Korea.
Int J Biol Macromol. 2025 Jul;318(Pt 3):144848. doi: 10.1016/j.ijbiomac.2025.144848. Epub 2025 Jun 6.
Protein tyrosine phosphatase 1B (PTP1B) is a key regulator of glucose homeostasis and signaling pathways, making it an attractive therapeutic target for type 2 diabetes, obesity, and cancer. However, conventional phosphomimetic inhibitors suffer from poor bioavailability and selectivity due to the flat, positively charged, and solvent-exposed nature of the PTP1B active site. To address these limitations, we employed a structure-based molecular modeling approach-combining high-throughput virtual screening, molecular dynamics, UMAP analysis, and JS divergence-to investigate novel non-phosphomimetic bidentate inhibitors. Among the identified candidates, COM68 and COM63 exhibited stable binding modes with favorable binding free energies. However, UMAP-based structural quantification revealed that COM63 displayed higher residue fluctuations at key binding sites, particularly R24 and F182. Subsequent in vitro assays confirmed that COM63 was inactive at the tested concentrations, suggesting that these excess fluctuations hindered effective PTP1B inhibition. In contrast, COM68 demonstrated an IC of 72 μM, indicating its potential as a lead compound for further optimization. Furthermore, ADMET predictions of COM68 indicated favorable pharmacokinetic properties, supporting its suitability for future drug development. This study identified a novel non-phosphomimetic bidentate inhibitor and highlighted the importance of stabilizing interactions at key residues in PTP1B inhibitor design. These findings provide structural insights for developing more selective and effective PTP1B inhibitors.
蛋白酪氨酸磷酸酶1B(PTP1B)是葡萄糖稳态和信号通路的关键调节因子,使其成为2型糖尿病、肥胖症和癌症的有吸引力的治疗靶点。然而,由于PTP1B活性位点的扁平、带正电荷和暴露于溶剂的性质,传统的磷酸模拟物抑制剂具有较差的生物利用度和选择性。为了解决这些局限性,我们采用了基于结构的分子建模方法——结合高通量虚拟筛选、分子动力学、UMAP分析和JS散度——来研究新型非磷酸模拟二齿抑制剂。在鉴定出的候选物中,COM68和COM63表现出稳定的结合模式和有利的结合自由能。然而,基于UMAP的结构定量显示,COM63在关键结合位点,特别是R24和F182处表现出更高的残基波动。随后的体外试验证实,COM63在测试浓度下无活性,表明这些过度波动阻碍了对PTP1B的有效抑制。相比之下,COM68的IC为72 μM,表明其作为进一步优化的先导化合物的潜力。此外,COM68的ADMET预测表明其具有良好的药代动力学性质,支持其适用于未来的药物开发。本研究鉴定出一种新型非磷酸模拟二齿抑制剂,并强调了在PTP1B抑制剂设计中稳定关键残基相互作用的重要性。这些发现为开发更具选择性和有效性的PTP1B抑制剂提供了结构见解。