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单细胞质谱分析与机器人微操作系统用于细胞代谢物分析。

Single Cell Mass Spectrometry With a Robotic Micromanipulation System for Cell Metabolite Analysis.

出版信息

IEEE Trans Biomed Eng. 2022 Jan;69(1):325-333. doi: 10.1109/TBME.2021.3093097. Epub 2021 Dec 23.

Abstract

OBJECTIVE

The increasing demand for unraveling cellular heterogeneity has boosted single cell metabolomics studies. However, current analytical methods are usually labor-intensive and hampered by lack of accuracy and efficiency.

METHODS

we developed a first-ever automated single cell mass spectrometry system (named SCMS) that facilitated the metabolic profiling of single cells. In particular, extremely small droplets of sub nano-liter were generated to extract the single cells, and the underlying mechanism was verified theoretically and experimentally. This was crucial to minimize the dilution of the trace cellular contents and enhance the analytical sensitivity. Based on the precise 3D positioning of the pipette tip, we established a visual servoing robotic micromanipulation platform on which single cells were sequentially extracted, aspirated, and ionized, followed by the mass spectrometry analyses.

RESULTS

With the SCMS system, inter-operator variability was eliminated and working efficiency was improved. The performance of the SCMS system was validated by the experiments on bladder cancer cells. MS and MS analyses of single cells enable us to identify several cellular metabolites and the underlying inter-cell heterogeneity.

CONCLUSION

In contrast to traditional methods, the SCMS system functions without human intervention and realizes a robust single cell metabolic analysis.

SIGNIFICANCE

the SCMS system upgrades the way how single cell metabolites were analyzed, and has the potential to be a powerful tool for single cell metabolomics studies.

摘要

目的

对细胞异质性的研究需求不断增加,推动了单细胞代谢组学研究的发展。然而,目前的分析方法通常劳动强度大,并且存在准确性和效率方面的不足。

方法

我们开发了首个自动化单细胞质谱系统(命名为 SCMS),该系统可实现单细胞代谢组学分析。特别是,通过生成亚纳升级别的微小液滴来提取单细胞,从理论和实验两方面验证了其背后的机制。这对于最小化痕量细胞内容物的稀释和提高分析灵敏度至关重要。基于移液器尖端的精确 3D 定位,我们建立了一个视觉伺服机器人微操作平台,可对单细胞进行顺序提取、吸入和离子化,然后进行质谱分析。

结果

通过 SCMS 系统,消除了操作人员之间的差异,提高了工作效率。通过对膀胱癌细胞的实验验证了 SCMS 系统的性能。单细胞的 MS 和 MS 分析使我们能够识别几种细胞代谢物和潜在的细胞间异质性。

结论

与传统方法相比,SCMS 系统无需人工干预即可运行,并实现了稳健的单细胞代谢分析。

意义

SCMS 系统升级了单细胞代谢物的分析方式,有望成为单细胞代谢组学研究的有力工具。

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