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步骤:整合单细胞转录组学和化学蛋白质组学,分析生物活性小分子在组织中的细胞特异性靶点和信号通路。

STEP: profiling cellular-specific targets and pathways of bioactive small molecules in tissues integrating single-cell transcriptomics and chemoproteomics.

作者信息

Chen Jiayun, Chu Zheng, Zhang Qian, Wang Chen, Luo Piao, Zhang Ying, Xia Fei, Gu Liwei, Wong Yin Kwan, Shi Qiaoli, Xu Chengchao, Tang Huan, Wang Jigang

机构信息

State Key Laboratory for Quality Ensurance and Sustainable Use of Dao-di Herbs, Artemisinin Research Center and Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences Beijing 100700 China

School of Traditional Chinese Medicine and School of Pharmaceutical Sciences, Southern Medical University Guangzhou 510515 China.

出版信息

Chem Sci. 2024 Mar 5;15(12):4313-4321. doi: 10.1039/d3sc04826h. eCollection 2024 Mar 20.

Abstract

Identifying the cellular targets of bioactive small molecules within tissues has been a major concern in drug discovery and chemical biology research. Compared to cell line models, tissues consist of multiple cell types and complicated microenvironments. Therefore, elucidating the distribution and heterogeneity of targets across various cells in tissues would enhance the mechanistic understanding of drug or toxin action in real-life scenarios. Here, we present a novel multi-omics integration pipeline called Single-cell TargEt Profiling (STEP) that enables the global profiling of protein targets in mammalian tissues with single-cell resolution. This pipeline integrates single-cell transcriptome datasets with tissue-level protein target profiling using chemoproteomics. Taking well-established classic drugs such as aspirin, aristolochic acid, and cisplatin as examples, we confirmed the specificity and precision of cellular drug-target profiles and their associated molecular pathways in tissues using the STEP analysis. Our findings provide more informative insights into the action modes of bioactive molecules compared to models. Collectively, STEP represents a novel strategy for profiling cellular-specific targets and functional processes with unprecedented resolution.

摘要

确定生物活性小分子在组织内的细胞靶点一直是药物发现和化学生物学研究的主要关注点。与细胞系模型相比,组织由多种细胞类型和复杂的微环境组成。因此,阐明靶点在组织中各种细胞间的分布和异质性将增强对药物或毒素在实际情况下作用机制的理解。在此,我们提出了一种名为单细胞靶点分析(STEP)的新型多组学整合流程,该流程能够以单细胞分辨率对哺乳动物组织中的蛋白质靶点进行全面分析。此流程使用化学蛋白质组学将单细胞转录组数据集与组织水平的蛋白质靶点分析相结合。以阿司匹林、马兜铃酸和顺铂等成熟的经典药物为例,我们通过STEP分析证实了组织中细胞药物靶点谱及其相关分子途径的特异性和精确性。与模型相比,我们的研究结果为生物活性分子的作用模式提供了更丰富的信息。总体而言,STEP代表了一种以空前分辨率分析细胞特异性靶点和功能过程的新策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/69cf/10952072/f55f1a8c8533/d3sc04826h-f1.jpg

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