Sun Rong, Li Xin, Li Yuanyuan, Zhang Xun, Li Xinru, Li Xiaoyu, Shi Zheng, Bao Jinku
School of Life Sciences & State Laboratory of Bio-resources and Eco-environment, Ministry of Education, State Key Laboratory of Biotherapy, Sichuan University, Chengdu, 610065, China.
J Mol Model. 2015 May;21(5):133. doi: 10.1007/s00894-015-2675-4. Epub 2015 May 2.
Lactate dehydrogenase A (LDHA) is a metabolic enzyme which catalyzes the interconversion of lactate and pyruvate in the glycolysis pathway, thus playing key roles in aerobic glycolysis. The inhibition of LDHA by small molecules has become an attractive strategy for anticancer therapy in recent years. However, very few LDHA inhibitors have been reported, even though a great deal of effort has directed into identifying LDHA inhibitors using structure-based approaches. Therefore, high-throughput and high-accuracy screening approaches are still urgently needed in order to target LDHA effectively. In the present work, after establishing that our docking strategies performed well using test datasets, we screened 32791 Specs products for their docking scores with the substrate-binding pocket and, separately, the cofactor-binding pocket of LDHA. We subsequently identified 76 hits (i.e., ligands that show low docking scores) for the cofactor-binding pocket and 27 hits for the substrate-binding pocket. Two representative compounds, ZINC20036549 and ZINC19369718, were then chosen for further MD simulation analysis, and we found that these compounds maintained their inhibitory activity during the MD simulations. Meanwhile, we found that ZINC19369718 interacts with a novel binding site close to the active site, and that this interaction may inhibit the catalytic activity of LDHA. Together, these results offer not only a new paradigm for identifying Specs drug-like products for novel therapeutic use but they also provide further opportunity to adopt LDHA inhibition as a strategy for cancer therapy.
乳酸脱氢酶A(LDHA)是一种代谢酶,它在糖酵解途径中催化乳酸和丙酮酸的相互转化,因此在有氧糖酵解中发挥关键作用。近年来,小分子对LDHA的抑制已成为一种有吸引力的抗癌治疗策略。然而,尽管已经投入大量精力使用基于结构的方法来鉴定LDHA抑制剂,但报道的LDHA抑制剂却非常少。因此,为了有效地靶向LDHA,仍然迫切需要高通量和高精度的筛选方法。在本研究中,在用测试数据集确定我们的对接策略表现良好之后,我们针对LDHA的底物结合口袋和辅因子结合口袋的对接分数筛选了32791种Specs产品。随后,我们在辅因子结合口袋中鉴定出76个命中物(即对接分数低的配体),在底物结合口袋中鉴定出27个命中物。然后选择两种代表性化合物ZINC20036549和ZINC19369718进行进一步的分子动力学模拟分析,我们发现这些化合物在分子动力学模拟过程中保持了它们的抑制活性。同时,我们发现ZINC19369718与靠近活性位点的一个新结合位点相互作用,并且这种相互作用可能抑制LDHA的催化活性。总之,这些结果不仅为鉴定用于新型治疗用途的Specs类药物产品提供了一种新范式,而且还为采用LDHA抑制作为癌症治疗策略提供了进一步的机会。