代谢组学
代谢物
化学
计算生物学
细胞
代谢组
单细胞分析
采样(信号处理)
过程(计算)
生物系统
细胞生物学
质谱法
蛋白质组学
转录组
跟踪(教育)
代谢途径
作者
Dandan Xia,Rong Jin,Le Tong,Wei Han,Liang Qiao,Dechen Jiang
标识
DOI:10.1021/acs.analchem.5c06693
摘要
Existing cellular heterogeneity necessitates continuous analysis in a single cell to capture dynamic information. However, current mass spectrometry-based single-cell metabolomics analysis is a destructive technique and cannot perform multiple samplings from the same cell, which complicates the accurate tracking of metabolite level alterations. In this study, we present a minimally invasive single-cell mass spectrometry technique that enables sampling of less than 10% of the total cell volume per iteration by using nanocapillaries. This minimally invasive process allows for repeated sampling from a single cell without compromising its essential physiological functions. The resulting time-resolved metabolomics analysis provides the alteration in metabolite levels in a single cell in a process of erastin-induced ferroptosis. As compared to the metabolite levels at certain time points, the alteration in metabolite levels exhibits a stronger correlation with the extent of mitochondrial lipid peroxidation. More importantly, by mapping the differentiation trajectory of individual cells during this process, two distinct groups─proliferating and quiescent cells─are identified. These two groups of cells exhibit different sensitivities to ferroptosis, with quiescent cells being more susceptible to ferroptosis, which could only be tracked by using the time-resolved single-cell metabolomics analysis. Ultimately, this technique overcomes the challenge in single-cell dynamic studies posed by cellular heterogeneity, providing more accurate biological insights into the diversity and complexity of cellular metabolic activities.
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