Revealing new biology from multiplexed, metal-isotope-tagged, single-cell readouts

Trends Cell Biol. 2022 Jun;32(6):501-512. doi: 10.1016/j.tcb.2022.01.012. Epub 2022 Feb 16.

Abstract

Mass cytometry (MC) is a recent technology that pairs plasma-based ionization of cells in suspension with time-of-flight (TOF) mass spectrometry to sensitively quantify the single-cell abundance of metal-isotope-tagged affinity reagents to key proteins, RNA, and peptides. Given the ability to multiplex readouts (~50 per cell) and capture millions of cells per experiment, MC offers a robust way to assay rare, transitional cell states that are pertinent to human development and disease. Here, we review MC approaches that let us probe the dynamics of cellular regulation across multiple conditions and sample types in a single experiment. Additionally, we discuss current limitations and future extensions of MC as well as computational tools commonly used to extract biological insight from single-cell proteomic datasets.

Keywords: cell cycle; high-dimensional data; mass cytometry; metabolism; single-cell analysis; single-cell proteomics.

Publication types

  • Review
  • Research Support, Non-U.S. Gov't
  • Research Support, N.I.H., Extramural

MeSH terms

  • Humans
  • Isotopes*
  • Proteins / chemistry
  • Proteomics* / methods

Substances

  • Isotopes
  • Proteins