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整合多组学提高了单细胞水平下海胆后肠基因调控网络的分辨率。

Integrative multi-omics increase resolution of the sea urchin posterior gut gene regulatory network at single-cell level.

机构信息

Department of Biology and Evolution of Marine Organisms, Stazione Zoologica Anton Dohrn, Villa Comunale, 80121 Naples, Italy.

Centro Andaluz de Biología del Desarrollo, CSIC/Universidad Pablo de Olavide, 41013 Sevilla, Spain.

出版信息

Development. 2024 Aug 15;151(16). doi: 10.1242/dev.202278. Epub 2024 Aug 29.

Abstract

Drafting gene regulatory networks (GRNs) requires embryological knowledge pertaining to the cell type families, information on the regulatory genes, causal data from gene knockdown experiments and validations of the identified interactions by cis-regulatory analysis. We use multi-omics involving next-generation sequencing to obtain the necessary information for drafting the Strongylocentrotus purpuratus (Sp) posterior gut GRN. Here, we present an update to the GRN using: (1) a single-cell RNA-sequencing-derived cell atlas highlighting the 2 day-post-fertilization (dpf) sea urchin gastrula cell type families, as well as the genes expressed at the single-cell level; (2) a set of putative cis-regulatory modules and transcription factor-binding sites obtained from chromatin accessibility ATAC-seq data; and (3) interactions directionality obtained from differential bulk RNA sequencing following knockdown of the transcription factor Sp-Pdx1, a key regulator of gut patterning in sea urchins. Combining these datasets, we draft the GRN for the hindgut Sp-Pdx1-positive cells in the 2 dpf gastrula embryo. Overall, our data suggest the complex connectivity of the posterior gut GRN and increase the resolution of gene regulatory cascades operating within it.

摘要

构建基因调控网络(GRN)需要胚胎学知识,包括细胞类型家族、调控基因信息、基因敲低实验的因果数据,以及通过顺式调控分析对鉴定的相互作用进行验证。我们使用多组学技术,包括下一代测序,来获取构建强柱星海胆(Sp)后肠 GRN 所需的信息。在这里,我们使用以下方法更新 GRN:(1)单细胞 RNA-seq 衍生的细胞图谱突出显示 2 天受精后(dpf)海胆原肠胚细胞类型家族,以及在单细胞水平表达的基因;(2)一组来自染色质可及性 ATAC-seq 数据的推定顺式调控模块和转录因子结合位点;(3)通过 Sp-Pdx1 转录因子敲低后的差异批量 RNA 测序获得的相互作用方向,Sp-Pdx1 是海胆肠道模式形成的关键调节因子。结合这些数据集,我们绘制了 2 dpf 原肠胚中 Sp-Pdx1 阳性细胞的后肠 Sp-Pdx1-GRN。总的来说,我们的数据表明了后肠 GRN 的复杂连接性,并提高了其内部基因调控级联的分辨率。

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