Background:The development of single-cell technologies yields large datasets of information as diverse and multimodal as transcriptomes, immunophenotypes, and spatial position from tissue sections in the so-called 'spatial transcriptomics'. Currently however, user-friendly, powerful, and free algorithmic tools for straightforward analysis of spatial transcriptomic datasets are scarce.Results:Here, we introduce Single-Cell Spatial Explorer, an open-source software for multimodal exploration of spatial transcriptomics, examplified with 9 human and murine tissues datasets from 4 different technologies.Conclusions:Single-Cell Spatial Explorer is a very powerful, versatile, and interoperable tool for spatial transcriptomics analysis.
机构:
Chinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
Li, Shang
Shen, Qunlun
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Chinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R ChinaChinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
Shen, Qunlun
Zhang, Shihua
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Chinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
Univ Chinese Acad Sci, Sch Math Sci, Beijing 100049, Peoples R China
Univ Chinese Acad Sci, Hangzhou Inst Adv Study, Sch Life Sci, Key Lab Syst Hlth Sci Zhejiang Prov, Hangzhou 310024, Peoples R ChinaChinese Acad Sci, Acad Math & Syst Sci, NCMIS, CEMS,RCSDS, Beijing 100190, Peoples R China
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Sichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Sichuan Univ, West China Hosp 4, Chengdu 610041, Peoples R China
Univ Texas Hlth Sci Ctr Houston, Ctr Computat Syst Med, Sch Biomed Informat, Houston, TX 77030 USASichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Fan, Zhiwei
Luo, Yangyang
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Sichuan Univ, West China Hosp, Chengdu 610041, Peoples R ChinaSichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Luo, Yangyang
Lu, Huifen
论文数: 0引用数: 0
h-index: 0
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Sichuan Univ, West China Hosp, Chengdu 610041, Peoples R ChinaSichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Lu, Huifen
Wang, Tiangang
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Xidian Univ, Sch Life Sci & Technol, Xian 710126, Peoples R ChinaSichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Wang, Tiangang
Feng, YuZhou
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Sichuan Univ, West China Hosp, Chengdu 610041, Peoples R ChinaSichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Feng, YuZhou
Zhao, Weiling
论文数: 0引用数: 0
h-index: 0
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Univ Texas Hlth Sci Ctr Houston, Ctr Computat Syst Med, Sch Biomed Informat, Houston, TX 77030 USASichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
Zhao, Weiling
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Kim, Pora
Zhou, Xiaobo
论文数: 0引用数: 0
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Univ Texas Hlth Sci Ctr Houston, Ctr Computat Syst Med, Sch Biomed Informat, Houston, TX 77030 USA
Univ Texas Hlth Sci Ctr Houston, McGovern Med Sch, Houston, TX 77030 USA
Univ Texas Hlth Sci Ctr Houston, Sch Dent, Houston, TX 77030 USASichuan Univ, West China Sch Publ Hlth, Chengdu 610041, Peoples R China
机构:
KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Univ Med Ctr Utrecht, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
van den Brink, Susanne C.
Alemany, Anna
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KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Univ Med Ctr Utrecht, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Alemany, Anna
van Batenburg, Vincent
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h-index: 0
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KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Univ Med Ctr Utrecht, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
van Batenburg, Vincent
Moris, Naomi
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Univ Cambridge, Dept Genet, Cambridge, EnglandKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Moris, Naomi
Blotenburg, Marloes
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KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Univ Med Ctr Utrecht, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Blotenburg, Marloes
Vivie, Judith
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KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Univ Med Ctr Utrecht, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Vivie, Judith
Baillie-Johnson, Peter
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h-index: 0
机构:
Univ Cambridge, Dept Genet, Cambridge, EnglandKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Baillie-Johnson, Peter
Nichols, Jennifer
论文数: 0引用数: 0
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Univ Cambridge, Wellcome Trust Med Res Council Cambridge Stem Cel, Cambridge, England
Univ Cambridge, Dept Physiol Dev & Neurosci, Cambridge, EnglandKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Nichols, Jennifer
Sonnen, Katharina F.
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h-index: 0
机构:
Univ Med Ctr Utrecht, Utrecht, Netherlands
KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Sonnen, Katharina F.
Martinez Arias, Alfonso
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Univ Cambridge, Dept Genet, Cambridge, EnglandKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Martinez Arias, Alfonso
van Oudenaarden, Alexander
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KNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
Univ Med Ctr Utrecht, Utrecht, NetherlandsKNAW Royal Netherlands Acad Arts & Sci, Hubrecht Inst, Oncode Inst, Utrecht, Netherlands
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Univ Washington, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Srivatsan, Sanjay R.
Regier, Mary C.
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Univ Washington, Dept Bioengn, Seattle, WA 98195 USA
Inst Stem Cell & Regenerat Med, Seattle, WA 98109 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Regier, Mary C.
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Barkan, Eliza
Franks, Jennifer M.
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Univ Washington, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Franks, Jennifer M.
Packer, Jonathan S.
论文数: 0引用数: 0
h-index: 0
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Foresite Labs, Boston, MA USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Packer, Jonathan S.
Grosjean, Parker
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机构:
Univ Washington, Dept Bioengn, Seattle, WA 98195 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Grosjean, Parker
Duran, Madeleine
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Univ Washington, Dept Genome Sci, Seattle, WA 98195 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Duran, Madeleine
Saxton, Sarah
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Univ Washington, Dept Bioengn, Seattle, WA 98195 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Saxton, Sarah
Ladd, Jon J.
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Fred Hutchinson Canc Res Ctr, Publ Hlth Sci, Translat Res Program, 1124 Columbia St, Seattle, WA 98104 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Ladd, Jon J.
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Spielmann, Malte
Lois, Carlos
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CALTECH, Div Biol & Biol Engn, Pasadena, CA 91125 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Lois, Carlos
Lampe, Paul D.
论文数: 0引用数: 0
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Fred Hutchinson Canc Res Ctr, Publ Hlth Sci, Translat Res Program, 1124 Columbia St, Seattle, WA 98104 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Lampe, Paul D.
Shendure, Jay
论文数: 0引用数: 0
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Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
Allen Discovery Ctr Cell Lineage Tracing, Seattle, WA USA
Univ Washington, Howard Hughes Med Inst, Seattle, WA 98195 USA
Brotman Baty Inst Precis Med, Seattle, WA 98195 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA
Shendure, Jay
Stevens, Kelly R.
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机构:
Univ Washington, Dept Bioengn, Seattle, WA 98195 USA
Inst Stem Cell & Regenerat Med, Seattle, WA 98109 USA
Brotman Baty Inst Precis Med, Seattle, WA 98195 USA
Dept Lab Med & Pathol, Seattle, WA 98115 USAUniv Washington, Dept Genome Sci, Seattle, WA 98195 USA