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多维生物质流式细胞术:单细胞上细胞质蛋白和代谢物的同步分析。

Multi-dimensional bio mass cytometry: simultaneous analysis of cytoplasmic proteins and metabolites on single cells.

作者信息

Qin Shaojie, Zhang Xinyi, Zhang Yi, Miao Daiyu, Wei Wensheng, Bai Yu

机构信息

Beijing National Laboratory for Molecular Sciences, Key Laboratory of Bioorganic Chemistry and Molecular Engineering of Ministry of Education, College of Chemistry and Molecular Engineering, Peking University Beijing 100871 China

Biomedical Pioneering Innovation Center, Beijing Advanced Innovation Center for Genomics, Peking-Tsinghua Center for Life Sciences, Peking University Beijing 100871 China.

出版信息

Chem Sci. 2025 Jan 8;16(7):3187-3197. doi: 10.1039/d4sc05055j. eCollection 2025 Feb 12.

Abstract

Single-cell multi-dimensional analysis enables more profound biological insight, providing a comprehensive understanding of cell physiological processes. Due to limited cellular contents, the lack of protein and metabolite amplification ability, and the complex cytoplasmic environment, the simultaneous analysis of intracellular proteins and metabolites remains challenging. Herein, we proposed a multi-dimensional bio mass cytometry platform characterized by protein signal conversion and amplification through an orthogonal exogenous enzymatic reaction. Clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9) gene editing technology was applied in the quantification of endogenous intracellular protein glycer-aldehyde-3-phosphate dehydrogenase (GAPDH) through exogenous luciferase Nanoluc (Nluc). The simultaneous detection of GAPDH and hundreds of metabolites at the single-cell level was realized for the first time. Semiquantitative analysis of GAPDH together with single-cell metabolomes under -nitrosoglutathione (GSNO)-induced oxidative stress was investigated. Bioinformatics analysis revealed 16 metabolites that correlated positively with GAPDH expression upon oxidative stress, including long-chain fatty acids (palmitoleic acid, myristic acid, ) and UDP--acetylglucosamine (UDP-GlcNAc). Potential synergetic functions of GAPDH and UDP-GlcNAc-mediated oxidative stress responses were also elucidated. Our work proposes a novel strategy for the simultaneous quantitative analysis of single-cell intracellular proteins and metabolites, deepens the understanding of inherent anti-oxidative stress response mechanisms, and provides the molecular fundamentals for the study of inherent biological processes.

摘要

单细胞多维分析能够带来更深入的生物学见解,有助于全面了解细胞生理过程。由于细胞内容物有限、缺乏蛋白质和代谢物扩增能力以及细胞质环境复杂,同时分析细胞内蛋白质和代谢物仍然具有挑战性。在此,我们提出了一种多维生物质细胞术平台,其特征在于通过正交外源酶促反应进行蛋白质信号转换和扩增。成簇规律间隔短回文重复序列(CRISPR)/CRISPR相关蛋白9(Cas9)基因编辑技术被应用于通过外源荧光素酶纳米荧光素(Nluc)对内源性细胞内蛋白质甘油醛-3-磷酸脱氢酶(GAPDH)进行定量。首次实现了在单细胞水平上同时检测GAPDH和数百种代谢物。研究了在亚硝基谷胱甘肽(GSNO)诱导的氧化应激下GAPDH与单细胞代谢组的半定量分析。生物信息学分析揭示了16种在氧化应激时与GAPDH表达呈正相关的代谢物,包括长链脂肪酸(棕榈油酸、肉豆蔻酸等)和UDP-N-乙酰葡糖胺(UDP-GlcNAc)。还阐明了GAPDH和UDP-GlcNAc介导的氧化应激反应的潜在协同功能。我们的工作提出了一种同时定量分析单细胞内蛋白质和代谢物的新策略,加深了对固有抗氧化应激反应机制的理解,并为研究固有生物学过程提供了分子基础。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d347/11817576/d0c29d8e88c0/d4sc05055j-s1.jpg

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