Spatial transcriptomics reveals gene interactions and signaling pathway dynamics in rat embryos with anorectal malformation.

IF 5.3 2区 医学 Q2 CELL BIOLOGY Cell Biology and Toxicology Pub Date : 2024-05-21 DOI:10.1007/s10565-024-09878-1
Chen-Yi Wang, Mu-Yu Li, Si-Ying Li, Xiao-Gao Wei, Zheng-Wei Yuan, Xiao-Bing Tang, Yu-Zuo Bai
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Abstract

Anorectal malformation (ARM) is a prevalent early pregnancy digestive tract anomaly. The intricate anatomy of the embryonic cloaca region makes it challenging for traditional high-throughput sequencing methods to capture location-specific information. Spatial transcriptomics was used to sequence libraries of frozen sections from embryonic rats at gestational days (GD) 14 to 16, covering both normal and ARM cases. Bioinformatics analyses and predictions were performed using methods such as WGCNA, GSEA, and PROGENy. Immunofluorescence staining was used to verify gene expression levels. Gene expression data was obtained with anatomical annotations of clusters, focusing on the cloaca region's location-specific traits. WGCNA revealed gene modules linked to normal and ARM cloacal anatomy development, with cooperation between modules on GD14 and GD15. Differential gene expression profiles and functional enrichment were presented. Notably, protein levels of Pcsk9, Hmgb2, and Sod1 were found to be downregulated in the GD15 ARM hindgut. The PROGENy algorithm predicted the activity and interplay of common signaling pathways in embryonic sections, highlighting their synergistic and complementary effects. A competing endogenous RNA (ceRNA) regulatory network was constructed from whole transcriptome data. Spatial transcriptomics provided location-specific cloaca region gene expression. Diverse bioinformatics analyses deepened our understanding of ARM's molecular interactions, guiding future research and providing insights into gene regulation in ARM development.

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空间转录组学揭示了肛门直肠畸形大鼠胚胎中的基因相互作用和信号通路动态。
肛门直肠畸形(ARM)是一种常见的妊娠早期消化道异常。由于胚胎泄殖腔区域的解剖结构复杂,传统的高通量测序方法很难捕捉到特定位置的信息。该研究利用空间转录组学对胚胎大鼠妊娠14至16天的冷冻切片文库进行测序,涵盖了正常和ARM病例。使用 WGCNA、GSEA 和 PROGENy 等方法进行了生物信息学分析和预测。免疫荧光染色用于验证基因表达水平。基因表达数据是通过解剖学注释群获得的,重点是泄殖腔区域的位置特异性。WGCNA揭示了与正常和ARM泄殖腔解剖发育相关的基因模块,其中GD14和GD15上的模块之间存在合作关系。研究还展示了差异基因表达谱和功能富集。值得注意的是,在 GD15 ARM 后肠中,Pcsk9、Hmgb2 和 Sod1 的蛋白水平被下调。PROGENy 算法预测了胚胎切片中常见信号通路的活性和相互作用,突出了它们的协同和互补作用。利用全转录组数据构建了竞争性内源性 RNA(ceRNA)调控网络。空间转录组学提供了泄殖腔区域基因表达的位置特异性。各种生物信息学分析加深了我们对 ARM 分子相互作用的理解,为未来的研究提供了指导,并为 ARM 发育过程中的基因调控提供了见解。
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来源期刊
Cell Biology and Toxicology
Cell Biology and Toxicology 生物-毒理学
CiteScore
9.90
自引率
4.90%
发文量
101
审稿时长
>12 weeks
期刊介绍: Cell Biology and Toxicology (CBT) is an international journal focused on clinical and translational research with an emphasis on molecular and cell biology, genetic and epigenetic heterogeneity, drug discovery and development, and molecular pharmacology and toxicology. CBT has a disease-specific scope prioritizing publications on gene and protein-based regulation, intracellular signaling pathway dysfunction, cell type-specific function, and systems in biomedicine in drug discovery and development. CBT publishes original articles with outstanding, innovative and significant findings, important reviews on recent research advances and issues of high current interest, opinion articles of leading edge science, and rapid communication or reports, on molecular mechanisms and therapies in diseases.
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