Department of Next Generation Sequencing and Microchemistry, Proteomics and Lipidomics, Genentech, South San Francisco, CA, USA.
Nat Methods. 2023 Mar;20(3):363-374. doi: 10.1038/s41592-023-01791-5. Epub 2023 Mar 2.
In the last decade, single-cell RNA sequencing routinely performed on large numbers of single cells has greatly advanced our understanding of the underlying heterogeneity of complex biological systems. Technological advances have also enabled protein measurements, further contributing to the elucidation of cell types and states present in complex tissues. Recently, there have been independent advances in mass spectrometric techniques bringing us one step closer to characterizing single-cell proteomes. Here we discuss the challenges of detecting proteins in single cells by both mass spectrometry and sequencing-based methods. We review the state of the art for these techniques and propose that there is a space for technological advancements and complementary approaches that maximize the advantages of both classes of technologies.
在过去的十年中,对大量单细胞进行的单细胞 RNA 测序已极大地提高了我们对复杂生物系统潜在异质性的理解。技术进步还使蛋白质测量成为可能,进一步促进了对复杂组织中存在的细胞类型和状态的阐明。最近,质谱技术也取得了独立的进展,使我们更接近于对单细胞蛋白质组进行特征描述。在这里,我们讨论了通过质谱和基于测序的方法在单细胞中检测蛋白质的挑战。我们回顾了这些技术的最新进展,并提出了技术进步和互补方法的空间,以最大限度地发挥这两类技术的优势。