Southard Kaden M, Ardy Rico C, Tang Anran, O'Sullivan Deirdre D, Metzner Eli, Guruvayurappan Karthik, Norman Thomas M
Computational and Systems Biology Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
Tri-Institutional Training Program in Computational Biology and Medicine, New York, NY, USA.
bioRxiv. 2024 Aug 3:2024.07.31.606073. doi: 10.1101/2024.07.31.606073.
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 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 fibroblast states, including universal and inflammatory states, and identified and 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 states can be elicited via perturbation, enabling studies of clinically relevant states .
细胞图谱项目已将反复出现的转录状态确定为生物过程和疾病的驱动因素,但其起源、调控和特性仍不清楚。为了开展互补的功能研究,我们开发了一种可扩展的方法,利用CRISPR激活(CRISPRa)Perturb-seq技术来重现细胞状态。在一种新型多重化方法的辅助下,我们在两种细胞类型中激活了1836个转录因子。对21958次扰动的测量表明,CRISPRa在生理范围内激活了靶点,表观遗传特征可预测可激活的基因,并且原间隔序列种子区域会产生脱靶效应。扰动重现了成纤维细胞状态,包括普遍状态和炎症状态,并确定 和 为普遍状态的关键调节因子。诱导普遍状态可抑制疾病相关状态,凸显了其治疗潜力。我们的研究结果巩固了CRISPRa作为一种干扰分化细胞的工具的地位,并表明可通过扰动引发 状态,从而能够对临床相关状态进行研究。