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首页> 外文期刊>Science Advances >XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment
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XYZeq: Spatially resolved single-cell RNA sequencing reveals expression heterogeneity in the tumor microenvironment

机译:Xyzeq:空间分辨单细胞RNA测序显示肿瘤微环境中表达异质性

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Single-cell RNA sequencing (scRNA-seq) of tissues has revealed remarkable heterogeneity of cell types and states but does not provide information on the spatial organization of cells. To better understand how individual cells function within an anatomical space, we developed XYZeq, a workflow that encodes spatial metadata into scRNA-seq libraries. We used XYZeq to profile mouse tumor models to capture spatially barcoded transcriptomes from tens of thousands of cells. Analyses of these data revealed the spatial distribution of distinct cell types and a cell migration-associated transcriptomic program in tumor-associated mesenchymal stem cells (MSCs). Furthermore, we identify localized expression of tumor suppressor genes by MSCs that vary with proximity to the tumor core. We demonstrate that XYZeq can be used to map the transcriptome and spatial localization of individual cells in situ to reveal how cell composition and cell states can be affected by location within complex pathological tissue.
机译:组织的单细胞RNA测序(ScRNA-SEQ)揭示了细胞类型和状态的显着异质性,但不提供关于细胞的空间组织的信息。为了更好地了解单个单元格如何在解剖空间内函数,我们开发了Xyzeq,该工作流程将空间元数据编码为SCRNA-SEQ库。我们使用Xyzeq来概况小鼠肿瘤模型,以捕获来自数万个细胞的空间条形码转录om。这些数据的分析揭示了不同细胞类型的空间分布和肿瘤相关间充质干细胞(MSCs)中的细胞迁移相关的转录组物。此外,我们通过MSC鉴定肿瘤抑制基因的局部表达,所述MSCs与肿瘤核心的邻近相同。我们证明Xyzeq可用于映射单个细胞的转录组和空间定位原位,以揭示如何受到复杂病理组织内的位置的细胞组成和细胞状态的影响。

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