Srinivasan Bharath, Zhou Hongyi, Mitra Sreyoshi, Skolnick Jeffrey
Center for the Study of Systems Biology, School of Biology, Georgia Institute of Technology, 950, Atlantic Drive, Atlanta, GA 30332, United States.
Center for the Study of Systems Biology, School of Biology, Georgia Institute of Technology, 950, Atlantic Drive, Atlanta, GA 30332, United States.
Bioorg Med Chem. 2016 Oct 1;24(19):4750-4758. doi: 10.1016/j.bmc.2016.08.019. Epub 2016 Aug 13.
Peptide:N-glycanase (NGLY1) is an enzyme responsible for cleaving oligosaccharide moieties from misfolded glycoproteins to enable their proper degradation. Deletion and truncation mutations in this gene are responsible for an inherited disorder of the endoplasmic reticulum-associated degradation pathway. However, the literature is unclear whether the disorder is a result of mutations leading to loss-of-function, loss of substrate specificity, loss of protein stability or a combination of these factors. In this communication, without burdening ourselves with the mechanistic underpinning of disease causation because of mutations on the NGLY1 protein, we demonstrate the successful application of virtual ligand screening (VLS) combined with experimental high-throughput validation to the discovery of novel small-molecules that show binding to the transglutaminase domain of NGLY1. Attempts at recombinant expression and purification of six different constructs led to successful expression of five, with three constructs purified to homogeneity. Most mutant variants failed to purify possibly because of misfolding and the resultant exposure of surface hydrophobicity that led to protein aggregation. For the purified constructs, our threading/structure-based VLS algorithm, FINDSITE(comb), was employed to predict ligands that may bind to the protein. Then, the predictions were assessed by high-throughput differential scanning fluorimetry. This led to the identification of nine different ligands that bind to the protein of interest and provide clues to the nature of pharmacophore that facilitates binding. This is the first study that has identified novel ligands that bind to the NGLY1 protein as a possible starting point in the discovery of ligands with potential therapeutic applications in the treatment of the disorder caused by NGLY1 mutants.
N-聚糖酶(NGLY1)是一种负责从错误折叠的糖蛋白上切割寡糖部分以使其能够被正确降解的酶。该基因的缺失和截短突变导致内质网相关降解途径的遗传性疾病。然而,文献尚不清楚该疾病是由导致功能丧失、底物特异性丧失、蛋白质稳定性丧失的突变,还是这些因素的组合所导致的。在本通讯中,由于NGLY1蛋白上的突变导致疾病因果关系的机制基础较为复杂,我们暂不考虑这一因素,而是展示了虚拟配体筛选(VLS)与实验性高通量验证相结合在发现与NGLY1转谷氨酰胺酶结构域结合的新型小分子方面的成功应用。对六种不同构建体进行重组表达和纯化的尝试中,有五种成功表达,其中三种构建体纯化至同质。大多数突变变体未能纯化,可能是因为错误折叠以及由此导致的表面疏水性暴露,进而导致蛋白质聚集。对于纯化的构建体,我们采用基于穿线/结构的VLS算法FINDSITE(comb)来预测可能与该蛋白结合的配体。然后,通过高通量差示扫描荧光法对预测结果进行评估。这导致鉴定出九种与目标蛋白结合的不同配体,并为促进结合的药效团性质提供了线索。这是第一项鉴定出与NGLY1蛋白结合的新型配体的研究,这些配体可能是发现具有潜在治疗应用的配体的起点,用于治疗由NGLY1突变体引起的疾病。