Gene expression atlas of a developing tissue by single cell expression correlation analysis

被引:41
|
作者
Bageritz, Josephine [1 ,2 ]
Willnow, Philipp [1 ,2 ,3 ]
Valentini, Erica [1 ,2 ]
Leible, Svenja [1 ,2 ]
Boutros, Michael [1 ,2 ]
Teleman, Aurelio A. [1 ,2 ]
机构
[1] German Canc Res Ctr, Heidelberg, Germany
[2] Heidelberg Univ, Heidelberg, Germany
[3] Heidelberg Univ, CellNetworks Cluster Excellence, Heidelberg, Germany
关键词
RNA-SEQ DATA; SPATIAL RECONSTRUCTION; DROSOPHILA; IDENTIFICATION; VISUALIZATION; PROTEIN; GROWTH;
D O I
10.1038/s41592-019-0492-x
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
The Drosophila wing disc has been a fundamental model system for the discovery of key signaling pathways and for our understanding of developmental processes. However, a complete map of gene expression in this tissue is lacking. To obtain a gene expression atlas in the wing disc, we employed single cell RNA sequencing (scRNA-seq) and developed a method for analyzing scRNA-seq data based on gene expression correlations rather than cell mapping. This enables us to compute expression maps for all detected genes in the wing disc and to discover 824 genes with spatially restricted expression patterns. This approach identifies clusters of genes with similar expression patterns and functional relevance. As proof of concept, we characterize the previously unstudied gene CG5151 and show that it regulates Wnt signaling. Our method will enable the leveraging of scRNA-seq data for generating expression atlases of undifferentiated tissues during development.
引用
收藏
页码:750 / +
页数:9
相关论文
共 50 条
  • [21] QUANTITATIVE ANALYSIS OF GENE EXPRESSION IN A SINGLE CELL BY QPCR
    Taniguchi, Kiyomi
    Kajiyama, Tomoharu
    Kambara, Hideki
    IFPT'6: PROGRESS ON POST-GENOME TECHNOLOGIES, PROCEEDINGS, 2009, : 413 - 417
  • [22] Congruence of tissue expression profiles from Gene Expression Atlas, SAGEmap and TissueInfo databases
    Lukasz Huminiecki
    Andrew T Lloyd
    Kenneth H Wolfe
    BMC Genomics, 4
  • [23] Congruence of tissue expression profiles from Gene Expression Atlas, SAGEmap and TissueInfo databases
    Huminiecki, L
    Lloyd, AT
    Wolfe, KH
    BMC GENOMICS, 2003, 4 (1)
  • [24] HypoMap-a unified single-cell gene expression atlas of the murine hypothalamus
    Steuernagel, Lukas
    Lam, Brian Y. H.
    Klemm, Paul
    Dowsett, Georgina K. C.
    Bauder, Corinna A.
    Tadross, John A.
    Hitschfeld, Tamara Sotelo
    Martin, Almudena del Rio
    Chen, Weiyi
    de Solis, Alain J.
    Fenselau, Henning
    Davidsen, Peter
    Cimino, Irene
    Kohnke, Sara N.
    Rimmington, Debra
    Coll, Anthony P.
    Beyer, Andreas
    Yeo, Giles S. H.
    Bruening, Jens C.
    NATURE METABOLISM, 2022, 4 (10) : 1402 - +
  • [25] Transcriptome Assembly, Gene Annotation and Tissue Gene Expression Atlas of the Rainbow Trout
    Salem, Mohamed
    Paneru, Bam
    Al-Tobasei, Rafet
    Abdouni, Fatima
    Thorgaard, Gary H.
    Rexroad, Caird E.
    Yao, Jianbo
    PLOS ONE, 2015, 10 (03):
  • [26] The Allen Developing Mouse Brain Atlas A resource for spatiotemporal gene expression
    Thompson, C. L.
    Ng, L.
    Lau, C.
    Puelles, L.
    Hohmann, J.
    Jones, A.
    INTERNATIONAL JOURNAL OF DEVELOPMENTAL NEUROSCIENCE, 2010, 28 (08) : 681 - 681
  • [27] Analysis of cell behavior and gene expression in the developing face of the chick embryo
    McGonnell, IM
    Clarke, JDW
    Patel, K
    Wilkinson, DM
    Tickle, C
    MOLECULAR AND DEVELOPMENTAL BIOLOGY OF CARTILAGE, 1996, 785 : 295 - 297
  • [28] FISH & chips: Single cell analysis of cancer gene expression
    Levsky, JM
    Braut, SA
    Shenoy, SM
    Pezo, RC
    Singer, RH
    MOLECULAR BIOLOGY OF THE CELL, 2001, 12 : 260A - 261A
  • [29] Automation of Gene Expression Profile Analysis in Single Cell Data
    Zhang, Yihan
    Yang, Luning
    Brusic, Vladimir
    2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2020, : 1329 - 1334
  • [30] Single-cell analysis of gene expression by fluorescence microscopy
    Miyashiro, Tim
    Goulian, Mark
    TWO-COMPONENT SIGNALING SYSTEMS, PT B, 2007, 423 : 458 - 475