Protein Barcodes Enable High-Dimensional Single-Cell CRISPR Screens

Cell. 2018 Nov 1;175(4):1141-1155.e16. doi: 10.1016/j.cell.2018.09.022. Epub 2018 Oct 18.

Abstract

CRISPR pools are being widely employed to identify gene functions. However, current technology, which utilizes DNA as barcodes, permits limited phenotyping and bulk-cell resolution. To enable novel screening capabilities, we developed a barcoding system operating at the protein level. We synthesized modules encoding triplet combinations of linear epitopes to generate >100 unique protein barcodes (Pro-Codes). Pro-Code-expressing vectors were introduced into cells and analyzed by CyTOF mass cytometry. Using just 14 antibodies, we detected 364 Pro-Code populations; establishing the largest set of protein-based reporters. By pairing each Pro-Code with a different CRISPR, we simultaneously analyzed multiple phenotypic markers, including phospho-signaling, on dozens of knockouts. Pro-Code/CRISPR screens found two interferon-stimulated genes, the immunoproteasome component Psmb8 and a chaperone Rtp4, are important for antigen-dependent immune editing of cancer cells and identified Socs1 as a negative regulator of Pd-l1. The Pro-Code technology enables simultaneous high-dimensional protein-level phenotyping of 100s of genes with single-cell resolution.

Keywords: CRISPR; T cells; cancer; functional genomics; interferon gamma pathway; mass cytometry; pooled screen; protein barcodes; single cell analysis; tumor immunology.

Publication types

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

MeSH terms

  • Animals
  • CRISPR-Cas Systems*
  • Epitopes / chemistry
  • Epitopes / classification
  • Epitopes / genetics
  • Flow Cytometry / methods*
  • Genomics / methods*
  • HEK293 Cells
  • Humans
  • Immunophenotyping / methods
  • Jurkat Cells
  • Mass Spectrometry / methods*
  • Mice, Inbred BALB C
  • Proteome / chemistry
  • Proteome / classification
  • Proteome / genetics
  • Single-Cell Analysis / methods*
  • THP-1 Cells

Substances

  • Epitopes
  • Proteome