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用于在果蝇中对单细胞 RNAseq 聚类进行空间映射的方法和工具。

Methods and tools for spatial mapping of single-cell RNAseq clusters in Drosophila.

机构信息

Department of Genetics, Blavatnik Institute, Harvard Medical School, Boston, MA 02115, USA.

Howard Hughes Medical Institute, Boston, MA 02115, USA.

出版信息

Genetics. 2021 Apr 15;217(4). doi: 10.1093/genetics/iyab019.

Abstract

Single-cell RNA sequencing (scRNAseq) experiments provide a powerful means to identify clusters of cells that share common gene expression signatures. A major challenge in scRNAseq studies is to map the clusters to specific anatomical regions along the body and within tissues. Existing data, such as information obtained from large-scale in situ RNA hybridization studies, cell type specific transcriptomics, gene expression reporters, antibody stainings, and fluorescent tagged proteins, can help to map clusters to anatomy. However, in many cases, additional validation is needed to precisely map the spatial location of cells in clusters. Several approaches are available for spatial resolution in Drosophila, including mining of existing datasets, and use of existing or new tools for direct or indirect detection of RNA, or direct detection of proteins. Here, we review available resources and emerging technologies that will facilitate spatial mapping of scRNAseq clusters at high resolution in Drosophila. Importantly, we discuss the need, available approaches, and reagents for multiplexing gene expression detection in situ, as in most cases scRNAseq clusters are defined by the unique coexpression of sets of genes.

摘要

单细胞 RNA 测序 (scRNAseq) 实验为识别具有共同基因表达特征的细胞簇提供了一种强大的手段。scRNAseq 研究中的一个主要挑战是将这些簇映射到身体和组织内的特定解剖区域。现有的数据,如从大规模原位 RNA 杂交研究、细胞类型特异性转录组学、基因表达报告基因、抗体染色和荧光标记蛋白获得的信息,可以帮助将簇映射到解剖结构上。然而,在许多情况下,需要额外的验证来精确地映射细胞簇的空间位置。在果蝇中,有几种用于空间分辨率的方法,包括挖掘现有数据集,以及使用现有的或新的工具直接或间接检测 RNA,或直接检测蛋白质。在这里,我们回顾了现有的资源和新兴技术,这些资源和技术将有助于在果蝇中以高分辨率进行 scRNAseq 簇的空间映射。重要的是,我们讨论了在原位进行基因表达检测的多重化的必要性、现有方法和试剂,因为在大多数情况下,scRNAseq 簇是由一组基因的独特共表达定义的。

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