Evidence map›Paper›PMID 40788416›Full record

ArticleMikrochimica acta2025

Efficient colorimetric assay promotes the virtual screen of granzyme B inhibitors.

Weirong Cui, Xiaoxing Fang, Zilong Zhang, Ruiping Zhang, Qiongbo Huang, Ruiqiang Lu, Tao Gao, Henry Hoi Yee Tong, Ji Zheng

Abstract read
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In one paragraph

Article in Mikrochimica acta, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Weirong Cui *Centre in Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University, Macao, China.
Xiaoxing Fang *First Hospital of Shanxi Medical University, Shanxi Medical University, Taiyuan, 030001, China.
Zilong ZhangJiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China.
Ruiping ZhangFirst Hospital of Shanxi Medical University, Shanxi Medical University, Taiyuan, 030001, China.
Qiongbo HuangJiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China.
Ruiqiang LuCentre in Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University, Macao, China.
Tao GaoJiangsu Key Laboratory for Molecular and Medical Biotechnology, College of Life Sciences, Nanjing Normal University, Nanjing, 210023, China. taogao@njnu.edu.cn.
Henry Hoi Yee TongCentre in Artificial Intelligence Driven Drug Discovery, Faculty of Applied Sciences, Macao Polytechnic University, Macao, China. henrytong@mpu.edu.mo.
Ji ZhengThird Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences Tongji Shanxi  Hospital, Shanxi Medical University, Taiyuan, 030032, China. zhengji@sxbqeh.com.cn.

Funding

Henry Hoi Yee Tong RP/FCSD-02/2022Ji Zheng 2023M732140,202103021223221,SD2235,XD2132,2023YJ05,2024GZRZ24Ruiping Zhang 82120108016Tao Gao 23KJB310002Xiaoxing Fang SD2310,XD2203
6 · The paper itself

Abstract

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.

Indexed as

ColorimetryEnzyme InhibitorsGranzymesGoldHumansMetal NanoparticlesEnzyme InhibitorsGoldGranzymesColorimetric assayGranzyme BInhibitorsVirtual screen

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.