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.
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Shanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Yu, Xiangtian
Pan, XiaoYong
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Shanghai Jiao Tong Univ, Inst Image Proc & Pattern Recognit, Key Lab Syst Control & Informat Proc, Minist Educ China, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Pan, XiaoYong
Zhang, ShiQi
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Univ Copenhagen, Dept Biostat, Copenhagen, DenmarkShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Zhang, ShiQi
Zhang, Yu-Hang
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Chinese Acad Sci, CAS Key Lab Computat Biol, Biomed Big Data Ctr, CAS MPG Partner Inst Computat Biol,Shanghai Inst, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Zhang, Yu-Hang
Chen, Lei
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机构:
Shanghai Maritime Univ, Coll Informat Engn, Shanghai, Peoples R China
East China Normal Univ, Shanghai Key Lab PMMP, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Chen, Lei
Wan, Sibao
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Shanghai Univ, Sch Life Sci, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Wan, Sibao
Huang, Tao
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机构:
Chinese Acad Sci, CAS Key Lab Computat Biol, Biomed Big Data Ctr, CAS MPG Partner Inst Computat Biol,Shanghai Inst, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
Huang, Tao
Cai, Yu-Dong
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机构:
Shanghai Univ, Sch Life Sci, Shanghai, Peoples R ChinaShanghai Jiao Tong Univ Affiliated Peoples Hosp 6, Clin Res Ctr, Shanghai, Peoples R China
机构:
Albert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USAAlbert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USA
Vera, Maria
Biswas, Jeetayu
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Albert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USAAlbert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USA
Biswas, Jeetayu
Senecal, Adrien
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Albert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USAAlbert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USA
Senecal, Adrien
Singer, Robert H.
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Albert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USA
HHMI, Janelia Res Campus, Ashburn, VA 20147 USAAlbert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USA
Singer, Robert H.
Park, Hye Yoon
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Seoul Natl Univ, Dept Phys & Astron, Seoul 08826, South Korea
Seoul Natl Univ, Inst Mol Biol & Genet, Seoul 08826, South KoreaAlbert Einstein Coll Med, Dept Anat & Struct Biol, New York, NY 10461 USA
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Univ Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Hamilton, Jennie
Yang, PingAr
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Univ Alabama Birmingham, Dept Med Clin Immunol & Rheumatol, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Yang, PingAr
Wu, Qi
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Univ Alabama Birmingham, Dept Med, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Wu, Qi
Luo, Bao
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Univ Alabama Birmingham, Dept Med, Div Clin Immunol & Rheumatol, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Luo, Bao
Liu, Shanrun
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Univ Alabama Birmingham, Biochem & Mol Genet, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Liu, Shanrun
Li, Jun
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Univ Alabama Birmingham, Med, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Li, Jun
Walter, Mark
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机构:
Univ Alabama Birmingham, Microbiol, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Walter, Mark
Fish, Eleanor
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机构:
Univ Toronto, Toronto Gen Res Inst, Univ Hlth Network, Toronto, ON, Canada
Univ Toronto, Toronto Gen Res Inst, Dept Immunol, Toronto, ON, CanadaUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Fish, Eleanor
Hsu, Hui-Chen
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机构:
Univ Alabama Birmingham, Dept Med, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA
Hsu, Hui-Chen
Mountz, John D.
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Univ Alabama Birmingham, Dept Med, Birmingham, AL USAUniv Alabama Birmingham, Div Clin Immunol & Rheumatol, Med, Birmingham, AL USA