An Integrated Strategy for Mass Spectrometry-Based Multiomics Analysis of Single Cells

化学 质谱法 单细胞分析 代谢组 蛋白质组学 计算生物学 代谢组学 细胞 蛋白质组 色谱法 串联质谱法 生物化学 生物 基因
作者
Yuanyuan Li,Hang Li,Yunying Xie,Shuo Chen,Ritian Qin,Hangyan Dong,Yong‐Liang Yu,Jian‐Hua Wang,Xiaohong Qian,Weijie Qin
出处
期刊:Analytical Chemistry [American Chemical Society]
卷期号:93 (42): 14059-14067 被引量:28
标识
DOI:10.1021/acs.analchem.0c05209
摘要

Single-cell-based genomics and transcriptomics analysis have revealed substantial cellular heterogeneity among seemingly identical cells. Knowledge of the cellular heterogeneity at multiomics levels is vital for a better understanding of tumor metastasis and drug resistance, stem cell differentiation, and embryonic development. However, unlike genomics and transcriptomics studies, single-cell characterization of metabolites, proteins, and post-translational modifications at the omics level remains challenging due to the lack of amplification methods and the wide diversity of these biomolecules. Therefore, new tools that are capable of investigating these unamplifiable "omes" from the same single cells are in high demand. In this work, a microwell chip was prepared and the internal surface was modified for hydrophilic interaction liquid chromatography-based tandem extraction of metabolites and proteins and subsequent protein digestion. Next, direct electrospray ionization mass spectrometry was adopted for single-cell metabolome identification, and a data-independent acquisition-mass spectrometry approach was established for simultaneous proteome profiling and phosphoproteome analysis without phosphopeptide enrichment. This integrated strategy resulted in 132 putatively annotated compounds, more than 1200 proteins, and the first large-scale phosphorylation data set from single-cell analysis. Application of this strategy in chemical perturbation studies provides a multiomics view of cellular changes, demonstrating its capability for more comprehensive investigation of cellular heterogeneity.
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