转录因子
表观遗传学
清脆的
生物
计算生物学
细胞生物学
基因沉默
细胞
体内
KLF4公司
基因
遗传学
SOX2
作者
Kaden M. Southard,Rico Chandra Ardy,Anran Tang,D. O'Sullivan,Eli Metzner,Karthik Guruvayurappan,Thomas M. Norman
标识
DOI:10.1101/2024.07.31.606073
摘要
Summary Cell atlas projects have nominated recurrent transcriptional states as drivers of biological processes and disease, but their origins, regulation, and properties remain unclear. To enable complementary functional studies, we developed a scalable approach for recapitulating cell states in vitro using CRISPR activation (CRISPRa) Perturb-seq. Aided by a novel multiplexing method, we activated 1,836 transcription factors in two cell types. Measuring 21,958 perturbations showed that CRISPRa activated targets within physiological ranges, that epigenetic features predicted activatable genes, and that the protospacer seed region drove an off-target effect. Perturbations recapitulated in vivo fibroblast states, including universal and inflammatory states, and identified KLF4 and KLF5 as key regulators of the universal state. Inducing the universal state suppressed disease-associated states, highlighting its therapeutic potential. Our findings cement CRISPRa as a tool for perturbing differentiated cells and indicate that in vivo states can be elicited via perturbation, enabling studies of clinically relevant states ex vivo .
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