A genome-wide CRISPR activation map of surface protein expression in human CD4 T cells
Yutong V Wang, Junha Park, Min Cheol Kim, Thomas MazumderiD, Krishna Sonpal, Matin Bikaran, Zachary SteinhartiD, Ralf L. J. SchmidtiD, Yang SuniD, Su-Hyeon Lee, Alexander MarsoniD, Chun YeiD, Byungjin HwangiD
Abstract
Surface proteins define T cell identity and function, but the abundance of each protein is not determined by transcription alone. Existing genome-wide CRISPR screens in primary human T cells either profile the transcriptome or isolate cells based on a single functional or protein phenotype. Here we present SCITO-Perturb-seq, a novel platform that couples combinatorial-indexed single-cell cytometry sequencing with pooled CRISPR activation (CRISPRa) to map the causal regulation of 201 surface proteins across 3.6 million human CD4 T cells. We find that 16% of activated genes significantly alter the expression of at least one surface protein. By applying semi-nonnegative matrix factorization to the perturbation effect matrix, we identified five modules corresponding to known CD4 T cell states. Notably, these modules group surface proteins by their shared response to perturbation, revealing coordinated regulation of proteins that are not co-expressed in unperturbed cells. SCITO-Perturb-seq represents the first genome-wide CRISPRa screen paired with direct, high-dimensional surface protein profiling, providing a comprehensive regulatory map of the CD4 T cell surface proteome.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Mapping gene regulatory networks of primary CD4+ T cells using single-cell genomics and genome engineering
Rachel E. Gate, Min Cheol Kim, … Chun Ye·bioRxiv·Jun 21, 2019
- The proteomic landscape of resting and activated CD4+ T cells reveal insights into cell differentiation and function
Y. Subbannayya, M. Haug, … R. K. Kandasamy·bioRxiv·Nov 17, 2020
- Discovery of CD80 and CD86 as recent activation markers on regulatory T cells by protein-RNA single-cell analysis
D. Trzupek, M. Dunstan, … R. C. Ferreira·bioRxiv·Nov 29, 2019
- CRISPR activation and interference screens in primary human T cells decode cytokine regulation
R. Schmidt, Z. Steinhart, … A. Marson·bioRxiv·May 11, 2021
- Genome-scale perturb-seq in primary human CD4+ T cells maps context-specific regulators of T cell programs and human immune traits
Ronghui Zhu, Emma Dann, … Alexander Marson·CellPeer-reviewed·Aug 28, 2026
- Genome-wide CRISPR Screens in Primary Human T Cells Reveal Key Regulators of Immune Function
E. Shifrut, J. Carnevale, … A. Marson·bioRxiv·Aug 3, 2018