首页 /研究 /Automation to Enable High-Throughput Chemical Proteomics
OTHER

Automation to Enable High-Throughput Chemical Proteomics

Zongtao Lin, Joanna Gongora, Xingyu Liu, Yixuan Xie, Chenfeng Zhao, Dongwen Lv, Benjamin A. García

发表年份
2023
引用次数
6

摘要

Chemical proteomics utilizes small-molecule probes to covalently engage with their interacting proteins. Since chemical probes are tagged to the active or binding sites of functional proteins, chemical proteomics can be used to profile protein targets, reveal precise binding sites/mechanisms, and screen inhibitors competing with probes in a biological context. These capabilities of chemical proteomics have great potential to enable discoveries of both drug targets and lead compounds. However, chemical proteomics is limited by the time-consuming bottleneck of sample preparations, which are processed manually. With the advancement of robotics and artificial intelligence, it is now possible to automate workflows to make chemical proteomics sample preparation a high-throughput process. An automated robotic system represents a major technological opportunity to speed up advances in proteomics, open new frontiers in drug target discovery, and broaden the future of chemical biology.

关键词

ProteomicsChemical geneticsContext (archaeology)Chemical biologyDrug discoveryBottleneckComputer scienceWorkflowAutomationComputational biology

相关论文

查看 OTHER 分类全部论文