Department of Obstetrics and Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
PLoS One. 2010 Aug 31;5(8):e12494. doi: 10.1371/journal.pone.0012494.
MMP-13, a zinc dependent protease which catalyses the cleavage of type II collagen, is expressed in osteoarthritis (OA) and rheumatoid arthritis (RA) patients, but not in normal adult tissues. Therefore, the protease has been intensively studied as a target for the inhibition of progression of OA and RA. Recent reports suggest that selective inhibition of MMP-13 may be achieved by targeting the hemopexin (Hpx) domain of the protease, which is critical for substrate specificity. In this study, we applied a cheminformatics-based drug design approach for the identification and characterization of inhibitors targeting the amino acid residues characteristic to Hpx domain of MMP-13; these inhibitors may potentially be employed in the treatment of OA and RA.
METHODOLOGY/PRINCIPAL FINDINGS: Sequence-based mutual information analysis revealed five characteristic (completely conserved and unique), putative functional residues of the Hpx domain of MMP-13 (these residues hereafter are referred to as HCR-13(pf)). Binding of a ligand to as many of the HCR-13(pf) is postulated to result in an increased selective inhibition of the Hpx domain of MMP-13. Through the in silico structure-based high-throughput virtual screening (HTVS) method of Glide, against a large public library of 16908 molecules from Maybridge, PubChem and Binding, we identified 25 ligands that interact with at least one of the HCR-13(pf). Assessment of cross-reactivity of the 25 ligands with MMP-1 and MMP-8, members of the collagenase family as MMP-13, returned seven lead molecules that did not bind to any one of the putative functional residues of Hpx domain of MMP-1 and any of the catalytic active site residues of MMP-1 and -8, suggesting that the ligands are not likely to interact with the functional or catalytic residues of other MMPs. Further, in silico analysis of physicochemical and pharmacokinetic parameters based on Lipinski's rule of five and ADMET (absorption, distribution, metabolism, excretion and toxicity) respectively, suggested potential utility of the compounds as drug leads.
CONCLUSIONS/SIGNIFICANCE: We have identified seven distinct drug-like molecules binding to the HCR-13(pf) of MMP-13 with no observable cross-reactivity to MMP-1 and MMP-8. These molecules are potential selective inhibitors of MMP-13 that can be experimentally validated and their backbone structural scaffold could serve as building blocks in designing drug-like molecules for OA, RA and other inflammatory disorders. The systematic cheminformatics-based drug design approach applied herein can be used for rational search of other public/commercial combinatorial libraries for more potent molecules, capable of selectively inhibiting the collagenolytic activity of MMP-13.
基质金属蛋白酶-13(MMP-13)是一种锌依赖性蛋白酶,能够切割 II 型胶原,在骨关节炎(OA)和类风湿关节炎(RA)患者中表达,但在正常成人组织中不表达。因此,该蛋白酶已被深入研究作为抑制 OA 和 RA 进展的靶点。最近的报告表明,通过靶向蛋白酶的血红素结合蛋白(Hpx)结构域,可以选择性抑制 MMP-13,该结构域对于底物特异性至关重要。在这项研究中,我们应用基于化学信息学的药物设计方法来鉴定和表征靶向 MMP-13 的 Hpx 结构域的特征性(完全保守和独特)假定功能残基的抑制剂;这些抑制剂可能潜在地用于 OA 和 RA 的治疗。
方法/主要发现:基于序列的互信息分析揭示了 MMP-13 的 Hpx 结构域的五个特征性(完全保守和独特)假定功能残基(这些残基以下简称 HCR-13(pf))。假定配体与 HCR-13(pf) 的结合越多,对 MMP-13 的 Hpx 结构域的选择性抑制作用就越强。通过 Glide 的基于结构的计算高通量虚拟筛选(HTVS)方法,针对来自 Maybridge、PubChem 和 Binding 的 16908 个分子的大型公共文库,我们鉴定出 25 个与至少一个 HCR-13(pf) 相互作用的配体。对 25 个配体与 MMP-1 和 MMP-8(作为 MMP-13 的胶原酶家族成员)的交叉反应性评估,返回了 7 个先导分子,它们不与 MMP-1 和 MMP-8 的 Hpx 结构域的任何假定功能残基或催化活性位点残基结合,这表明这些配体不太可能与其他 MMP 的功能或催化残基相互作用。此外,基于 Lipinski 的五规则和 ADMET(吸收、分布、代谢、排泄和毒性)的理化和药代动力学参数的计算分析表明,这些化合物具有作为药物先导物的潜力。
结论/意义:我们已经鉴定出 7 个与 MMP-13 的 HCR-13(pf) 结合的独特类药性分子,与 MMP-1 和 MMP-8 没有明显的交叉反应性。这些分子是 MMP-13 的潜在选择性抑制剂,可以通过实验验证,其骨干结构支架可以作为设计用于 OA、RA 和其他炎症性疾病的类药分子的构建块。本文应用的系统基于化学信息学的药物设计方法可用于合理搜索其他公共/商业组合文库,以获得更有效的能够选择性抑制 MMP-13 的胶原酶活性的分子。