Massively parallel in vivo Perturb-seq reveals cell-type-specific transcriptional networks in cortical development

大规模并行体内Perturb-seq揭示了皮层发育过程中细胞类型特异性的转录网络

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作者:Xinhe Zheng ,Boli Wu ,Yuejia Liu ,Sean K Simmons ,Kwanho Kim ,Grace S Clarke ,Abdullah Ashiq ,Joshua Park ,Jiwen Li ,Zhilin Wang ,Liqi Tong ,Qizhao Wang ,Keerthi T Rajamani ,Rodrigo Muñoz-Castañeda ,Shang Mu ,Tianbo Qi ,Yunxiao Zhang ,Zi Chao Ngiam ,Naoto Ohte ,Carina Hanashima ,Zhuhao Wu ,Xiangmin Xu ,Joshua Z Levin ,Xin Jin

Abstract

Leveraging AAVs' versatile tropism and labeling capacity, we expanded the scale of in vivo CRISPR screening with single-cell transcriptomic phenotyping across embryonic to adult brains and peripheral nervous systems. Through extensive tests of 86 vectors across AAV serotypes combined with a transposon system, we substantially amplified labeling efficacy and accelerated in vivo gene delivery from weeks to days. Our proof-of-principle in utero screen identified the pleiotropic effects of Foxg1, highlighting its tight regulation of distinct networks essential for cell fate specification of Layer 6 corticothalamic neurons. Notably, our platform can label >6% of cerebral cells, surpassing the current state-of-the-art efficacy at <0.1% by lentivirus, to achieve analysis of over 30,000 cells in one experiment and enable massively parallel in vivo Perturb-seq. Compatible with various phenotypic measurements (single-cell or spatial multi-omics), it presents a flexible approach to interrogate gene function across cell types in vivo, translating gene variants to their causal function.

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