Cui Weirong, Fang Xiaoxing, Zhang Zilong, Zhang Ruiping, Huang Qiongbo, Lu Ruiqiang, Gao Tao, Tong Henry Hoi Yee, Zheng Ji
Centre in Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University, Macao, China.
First Hospital of Shanxi Medical University, Shanxi Medical University, Taiyuan, 030001, China.
Mikrochim Acta. 2025 Aug 11;192(9):578. doi: 10.1007/s00604-025-07441-1.
Granzyme B (GrmB) is a key biomarker for immune activation and tumor cell eradication, as well as the therapeutic target for autoimmune and chronic inflammatory disorders. Recent bioinformatic methods have been extensively applied to discover new sites of action, thereby enabling the screening of corresponding inhibitors. However, verification of silico predictions requires efficient experimental tests in vitro, and this work aims to provide an efficient assay method that enables the colorimetric detection of GrmB activity with high specificity and sensitivity (0.01 units) within a short time frame (30 min). With the design of a mirror peptide substrate that induces the aggregation of gold nanoparticle probes (AuNPs), a high-throughput color change can be quantified by a microplate reader. It has thus been applied to detect T-cell-secreted GrmB, as well as for inhibitor screening. Four candidate inhibitors have been screened out from a large-scale library pool containing 1.5 million small molecules. Combined with the computational simulation analysis, the Morgan fingerprints analysis, 2D binding mode analysis, etc. our study has further shown a shared interaction feature of the four inhibitors, indicating a new dominant inhibitory site of GrmB at Asn218. Therefore, this work provides a complementary tool for the virtual screening of GrmB inhibitors and reveals a new inhibitory site of GrmB. It may promote diagnostic and therapeutic applications of GrmB in immunotherapy and disease management.
颗粒酶B(GrmB)是免疫激活和肿瘤细胞清除的关键生物标志物,也是自身免疫性疾病和慢性炎症性疾病的治疗靶点。最近,生物信息学方法已被广泛应用于发现新的作用位点,从而能够筛选相应的抑制剂。然而,计算机模拟预测的验证需要高效的体外实验测试,这项工作旨在提供一种高效的检测方法,能够在短时间内(30分钟)以高特异性和灵敏度(0.01单位)比色检测GrmB活性。通过设计一种能诱导金纳米颗粒探针(AuNPs)聚集的镜像肽底物,酶标仪可以对高通量的颜色变化进行定量分析。因此,它已被应用于检测T细胞分泌的GrmB以及进行抑制剂筛选。从一个包含150万个小分子的大规模文库中筛选出了四种候选抑制剂。结合计算模拟分析、摩根指纹分析、二维结合模式分析等,我们的研究进一步揭示了这四种抑制剂的共同相互作用特征,表明GrmB在Asn218处有一个新的主要抑制位点。因此,这项工作为GrmB抑制剂的虚拟筛选提供了一个补充工具,并揭示了GrmB的一个新的抑制位点。它可能会促进GrmB在免疫治疗和疾病管理中的诊断和治疗应用。