Systematic discovery and perturbation of regulatory genes in human T cells reveals the architecture of immune networks
Jacob W. FreimeriD, Oren ShakediD, Sahin NaqviiD, Nasa Sinnott-ArmstrongiD, Arwa S. Kathiria, Christian M. Garrido, Amy F. CheniD, Jessica T. CorteziD, William James GreenleafiD, Jonathan K. PritchardiD, Alexander MarsoniD
Abstract
Complex gene regulatory networks ensure that important genes are expressed at precise levels. When gene expression is sufficiently perturbed it can lead to disease. To understand how gene expression disruptions percolate through a network, we must first map connections between regulatory genes and their downstream targets. However, we lack comprehensive knowledge of the upstream regulators of most genes. Here we developed an approach for systematic discovery of upstream regulators of critical immune factors - IL2RA, IL-2, and CTLA4 - in primary human T cells. Then, we mapped the network of these regulators target genes and enhancers using CRISPR perturbations, RNA-Seq, and ATAC-Seq. These regulators form densely interconnected networks with extensive feedback loops. Furthermore, this network is highly enriched for immune-associated disease variants and genes. These results provide insight into how immune-associated disease genes are regulated in T cells and broader principles about the structure of human gene regulatory networks. HighlightsO_LIA systematic approach to identify upstream regulators of key immune genes in primary human cells C_LIO_LIComprehensive RNA-Seq and ATAC-Seq perturbation maps after KO of individual discovered regulators C_LIO_LIAnalysis uncovers a highly interconnected regulatory network of enhancers and genes in T cells C_LIO_LIThis network is highly enriched for immune disease variants and genes shedding light on the trans-regulatory connections among key immune genes in health and disease C_LI
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 98
- FWCI
- 6.61
- Field percentile
- top 2%
- 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
- Gene regulatory network inference from CRISPR perturbations in primary CD4+ T cells elucidates the genomic basis of immune disease
Joshua S. Weinstock, Maya M. Arce, … Jonathan K. Pritchard·Cell GenomicsPeer-reviewed·Oct 11, 2024
- 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
- 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
- Immune disease variants modulate gene expression in regulatory CD4+ T cells and inform drug targets
Lara Bossini‐Castillo, Dafni A. Glinos, … Gosia Trynka·bioRxiv·May 31, 2019
- Decoding mutational hotspots in human disease through the gene modules governing thymic regulatory T cells
A. A. S. F. Raposo, P. Rosmaninho, … A. E. Sousa·bioRxiv·Dec 27, 2023
- Genome-scale mapping of variant, enhancer and gene function in primary human CD4+ T cells
Dewi P. I. Moonen, Annique Claringbould, … Lars Michael Steinmetz·bioRxiv·Mar 11, 2026