Leiden Academic Centre for Drug Research, University of Leiden, Gorlaeus Building Einsteinweg 55, 2333 CC, Leiden, The Netherlands.
Lewis-Sigler Institute for Integrative Genomics, Princeton University, Princeton, NJ, USA.
Metabolomics. 2022 Oct 1;18(10):77. doi: 10.1007/s11306-022-01934-3.
Single cell metabolomics is an emerging and rapidly developing field that complements developments in single cell analysis by genomics and proteomics. Major goals include mapping and quantifying the metabolome in sufficient detail to provide useful information about cellular function in highly heterogeneous systems such as tissue, ultimately with spatial resolution at the individual cell level. The chemical diversity and dynamic range of metabolites poses particular challenges for detection, identification and quantification. In this review we discuss both significant technical issues of measurement and interpretation, and progress toward addressing them, with recent examples from diverse biological systems. We provide a framework for further directions aimed at improving workflow and robustness so that such analyses may become commonly applied, especially in combination with metabolic imaging and single cell transcriptomics and proteomics.
单细胞代谢组学是一个新兴的快速发展的领域,它通过基因组学和蛋白质组学来补充单细胞分析的发展。主要目标包括以足够的细节绘制和量化代谢组,以提供有关组织等高度异质系统中细胞功能的有用信息,最终达到单个细胞水平的空间分辨率。代谢物的化学多样性和动态范围对检测、鉴定和定量提出了特殊的挑战。在这篇综述中,我们讨论了测量和解释的重大技术问题,以及朝着解决这些问题的进展,同时提供了来自不同生物系统的最新实例。我们提供了一个框架,旨在进一步提高工作流程和稳健性,以便这些分析可以得到更广泛的应用,特别是与代谢成像以及单细胞转录组学和蛋白质组学相结合时。