Department of Systems Medicine and Bioengineering, Houston Methodist Cancer Center, Weill Cornell Medicine, Houston, TX, 77030, USA; Institute of Bioinformatics and Medical Engineering, School of Electrical and Information Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, PR China.
Department of Infectious Disease, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Pharmacol Res. 2021 Jul;169:105637. doi: 10.1016/j.phrs.2021.105637. Epub 2021 Apr 29.
Efforts to develop STAT3 inhibitors have focused on its SH2 domain starting with short phosphotyrosylated peptides based on STAT3 binding motifs, e.g. pYLPQTV within gp130. Despite binding to STAT3 with high affinity, issues regarding stability, bioavailability, and membrane permeability of these peptides, as well as peptidomimetics such as CJ-887, have limited their further clinical development and led to interest in small-molecule inhibitors. Some small molecule STAT3 inhibitors, identified using structure-based virtual ligand screening (SB-VLS); while having favorable drug-like properties, suffer from weak binding affinities, possibly due to the high flexibility of the target domain. We conducted molecular dynamic (MD) simulations of the SH2 domain in complex with CJ-887, and used an averaged structure from this MD trajectory as an "induced-active site" receptor model for SB-VLS of 110,000 compounds within the SPEC database. Screening was followed by re-docking and re-scoring of the top 30% of hits, selection for hit compounds that directly interact with pY + 0 binding pocket residues R609 and S613, and testing for STAT3 targeting in vitro, which identified two lead hits with good activity and favorable drug-like properties. Unlike most small-molecule STAT3 inhibitors previously identified, which contain negatively-charged moieties that mediate binding to the pY + 0 binding pocket, these compounds are uncharged and likely will serve as better candidates for anti-STAT3 drug development. IMPLICATIONS: SB-VLS, using an averaged structure from molecular dynamics (MD) simulations of STAT3 SH2 domain in a complex with CJ-887, a known peptidomimetic binder, identify two highly potent, neutral, low-molecular weight STAT3-inhibitors with favorable drug-like properties.
开发 STAT3 抑制剂的努力集中在其 SH2 结构域,从基于 STAT3 结合基序的短磷酸化酪氨酸肽开始,例如 gp130 中的 pYLPQTV。尽管这些肽与 STAT3 具有高亲和力,但由于这些肽以及类似物如 CJ-887 的稳定性、生物利用度和膜通透性问题,限制了它们的进一步临床开发,并导致人们对小分子抑制剂产生了兴趣。一些使用基于结构的虚拟配体筛选 (SB-VLS) 鉴定的小分子 STAT3 抑制剂;虽然具有良好的药物特性,但结合亲和力较弱,可能是由于靶结构域的高灵活性。我们对 SH2 结构域与 CJ-887 复合物进行了分子动力学 (MD) 模拟,并将该 MD 轨迹的平均结构用作 SB-VLS 的“诱导活性位点”受体模型,对 SPEC 数据库中的 110,000 种化合物进行筛选。筛选后对前 30%的命中物进行重新对接和重新评分,选择与 pY+0 结合口袋残基 R609 和 S613 直接相互作用的命中化合物,并进行体外 STAT3 靶向测试,鉴定出两种具有良好活性和有利药物特性的先导化合物。与之前鉴定的大多数包含带负电荷部分介导与 pY+0 结合口袋结合的小分子 STAT3 抑制剂不同,这些化合物不带电荷,可能是抗 STAT3 药物开发的更好候选物。意义:使用 STAT3 SH2 结构域与已知肽模拟配体 CJ-887 复合物的 MD 模拟的平均结构进行 SB-VLS,鉴定出两种具有高活性、中性、低分子量、具有良好药物特性的 STAT3 抑制剂。