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空间转录组学揭示了肛直肠畸形大鼠胚胎中基因相互作用和信号通路动态。

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

机构信息

Department of Pediatric Surgery, Shengjing Hospital of China Medical University, Sanhao Street No. 36, Shenyang, 110004, Liaoning, China.

Key Laboratory of Health Ministry for Congenital Malformation, Shengjing Hospital of China Medical University, Shenyang, Liaoning, China.

出版信息

Cell Biol Toxicol. 2024 May 21;40(1):34. doi: 10.1007/s10565-024-09878-1.

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.

摘要

肛门直肠畸形(ARM)是一种常见的早期妊娠消化道异常。胚胎泄殖腔区域的复杂解剖结构使得传统的高通量测序方法难以捕捉到特定位置的信息。空间转录组学用于对妊娠第 14 至 16 天的胚胎大鼠的冷冻切片进行文库测序,包括正常和 ARM 病例。使用 WGCNA、GSEA 和 PROGENy 等方法进行生物信息学分析和预测。通过免疫荧光染色验证基因表达水平。使用聚类的解剖学注释获取基因表达数据,重点关注泄殖腔区域的特定位置特征。WGCNA 揭示了与正常和 ARM 泄殖腔解剖发育相关的基因模块,模块之间在 GD14 和 GD15 上存在合作。呈现了差异基因表达谱和功能富集。值得注意的是,在 GD15 ARM 后肠中发现 Pcsk9、Hmgb2 和 Sod1 的蛋白水平下调。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。从全转录组数据构建了竞争性内源 RNA(ceRNA)调控网络。空间转录组学提供了特定位置的泄殖腔区域基因表达。多样化的生物信息学分析加深了我们对 ARM 分子相互作用的理解,指导未来的研究,并为 ARM 发育中的基因调控提供了见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9e86/11106128/525963e3616b/10565_2024_9878_Fig1_HTML.jpg

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