Dubravka Vucicevic, Che-Wei Hsu, Lorena Sofia Lopez Zepeda, Martin Burkert, Antje Hirsekorn, Ilija Bilic, Nicolai Kastelic, Markus Landthaler, Scott A. Lacadie, Uwe Ohler
{"title":"Sensitive dissection of a genomic regulatory landscape using bulk and targeted single-cell activation","authors":"Dubravka Vucicevic, Che-Wei Hsu, Lorena Sofia Lopez Zepeda, Martin Burkert, Antje Hirsekorn, Ilija Bilic, Nicolai Kastelic, Markus Landthaler, Scott A. Lacadie, Uwe Ohler","doi":"10.1101/2024.09.12.612198","DOIUrl":null,"url":null,"abstract":"Transcriptional enhancers are non-coding DNA elements that regulate gene transcription in a temporal and tissue-specific manner. Despite advances in computational and experimental methods, identifying enhancers and their target genes remains challenging. To identify and functionally perturb enhancers at their endogenous sites, we performed a pooled tiling CRISPR activation (CRISPRa) screen surrounding PHOX2B, a regulator of neuronal differentiation and neuroblastoma, revealing many CRISPRa-responsive-elements (CaREs) that alter cellular growth. To determine CaRE target genes, we developed and applied TESLA-seq (TargEted-SingLe-cell-Activation), which combines CRISPRa screening with targeted single-cell RNA-sequencing and enabled the parallel readout of the effect of hundreds of enhancers on all genes in the locus. While most TESLA-revealed CaRE-gene relationships involved neuroblastoma regulatory elements already active in the system, we found many CaREs and target connections normally active only in other tissue types or with no previous evidence. This highlights the power of TESLA-seq to reveal gene regulatory networks, including edges active outside of a given experimental system.","PeriodicalId":501161,"journal":{"name":"bioRxiv - Genomics","volume":"40 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"bioRxiv - Genomics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.09.12.612198","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Transcriptional enhancers are non-coding DNA elements that regulate gene transcription in a temporal and tissue-specific manner. Despite advances in computational and experimental methods, identifying enhancers and their target genes remains challenging. To identify and functionally perturb enhancers at their endogenous sites, we performed a pooled tiling CRISPR activation (CRISPRa) screen surrounding PHOX2B, a regulator of neuronal differentiation and neuroblastoma, revealing many CRISPRa-responsive-elements (CaREs) that alter cellular growth. To determine CaRE target genes, we developed and applied TESLA-seq (TargEted-SingLe-cell-Activation), which combines CRISPRa screening with targeted single-cell RNA-sequencing and enabled the parallel readout of the effect of hundreds of enhancers on all genes in the locus. While most TESLA-revealed CaRE-gene relationships involved neuroblastoma regulatory elements already active in the system, we found many CaREs and target connections normally active only in other tissue types or with no previous evidence. This highlights the power of TESLA-seq to reveal gene regulatory networks, including edges active outside of a given experimental system.
转录增强子是以时间和组织特异性方式调节基因转录的非编码 DNA 元件。尽管计算和实验方法取得了进步,但识别增强子及其靶基因仍具有挑战性。为了在增强子的内源位点识别增强子并对其进行功能性扰乱,我们围绕神经元分化和神经母细胞瘤的调控因子 PHOX2B 进行了一次集合堆积 CRISPR 激活(CRISPRa)筛选,发现了许多能改变细胞生长的 CRISPRa 响应元件(CaRE)。为了确定 CaRE 靶基因,我们开发并应用了 TESLA-seq(TargEted-SingLe-cell-Activation),它将 CRISPRa 筛选与靶向单细胞 RNA 测序相结合,能够平行读出数百个增强子对基因座中所有基因的影响。虽然 TESLA 揭示的 CaRE 与基因的关系大多涉及神经母细胞瘤系统中已经活跃的调控元件,但我们发现了许多通常只在其他组织类型中活跃或以前没有证据的 CaRE 和目标连接。这凸显了 TESLA-seq 揭示基因调控网络的能力,包括在特定实验系统之外活跃的边缘。