RNA structure is critical for multiple steps in gene regulation. However, how the structures of transcripts differ both within and between individual cells is unknown. Here we develop a SHAPE-inspired method called single-cell structure probing of RNA transcripts that enables simultaneous determination of transcript secondary structure and abundance at single-cell resolution. We apply single-cell structure probing of RNA transcripts to human embryonic stem cells and differentiating neurons. Remarkably, RNA structure is more homogeneous in human embryonic stem cells compared with neurons, with the greatest homogeneity found in coding regions. More extensive heterogeneity is found within 3 ' untranslated regions and is determined by specific RNA-binding proteins. Overall RNA structure profiles better discriminate cell type identity and differentiation stage than gene expression profiles alone. We further discover a cell-type variable region of 18S ribosomal RNA that is associated with cell cycle and translation control. Our method opens the door to the systematic characterization of RNA structure-function relationships at single-cell resolution. Single-cell structure probing of RNA transcripts enables simultaneous determination of transcript secondary structure and abundance in single cells, allowing new insights into RNA structural heterogeneity within and among cells.
机构:
German Canc Res Ctr, Single Cell Open Lab, Heidelberg, Germany
Bioquant, Single cell Open Lab, Heidelberg, GermanyGerman Canc Res Ctr, Single Cell Open Lab, Heidelberg, Germany
Sant, Pooja
Rippe, Karsten
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机构:
German Canc Res Ctr, Div Chromatin Networks, Heidelberg, Germany
Bioquant, Div Chromatin Networks, Heidelberg, GermanyGerman Canc Res Ctr, Single Cell Open Lab, Heidelberg, Germany
Rippe, Karsten
Mallm, Jan-Philipp
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机构:
German Canc Res Ctr, Single Cell Open Lab, Heidelberg, Germany
Bioquant, Single cell Open Lab, Heidelberg, GermanyGerman Canc Res Ctr, Single Cell Open Lab, Heidelberg, Germany
机构:
Univ Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Univ Southern Calif Los Angeles, Keck Sch Med, Caruso Dept Otolaryngol Head & Neck Surg, Los Angeles, CA USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Shi, Tuo
Beaulieu, Marielle O.
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机构:
Univ Washington, Dept Otolaryngol Head & Neck Surg, Seattle, WA 98195 USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Beaulieu, Marielle O.
Saunders, Lauren M.
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机构:
Univ Washington, Dept Genome Sci, Seattle, WA 98195 USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Saunders, Lauren M.
Fabian, Peter
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机构:
Univ Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Fabian, Peter
Trapnell, Cole
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机构:
Univ Washington, Dept Genome Sci, Seattle, WA 98195 USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Trapnell, Cole
Segil, Neil
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机构:
Univ Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Univ Southern Calif Los Angeles, Keck Sch Med, Caruso Dept Otolaryngol Head & Neck Surg, Los Angeles, CA USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Segil, Neil
Crump, J. Gage
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机构:
Univ Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
Crump, J. Gage
Raible, David W.
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机构:
Univ Washington, Dept Otolaryngol Head & Neck Surg, Seattle, WA 98195 USA
Univ Washington, Dept Genome Sci, Seattle, WA 98195 USA
Univ Washington, Dept Biol Struct, Seattle, WA 98195 USAUniv Southern Calif Los Angeles, Keck Sch Med, Dept Stem Cell Biol & Regenerat Med, Los Angeles, CA 90007 USA
机构:
Cent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Hunan Key Lab Ophthalmol, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
You, Mengling
Rong, Rong
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机构:
Cent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Hunan Key Lab Ophthalmol, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Rong, Rong
Zeng, Zhou
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机构:
Cent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Hunan Key Lab Ophthalmol, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Zeng, Zhou
Li, Haibo
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机构:
Cent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Hunan Key Lab Ophthalmol, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Li, Haibo
Xia, Xiaobo
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机构:
Cent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Hunan Key Lab Ophthalmol, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Xia, Xiaobo
Ji, Dan
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机构:
Cent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
Hunan Key Lab Ophthalmol, Changsha 410008, Hunan, Peoples R ChinaCent South Univ, Xiangya Hosp, Dept Ophthalmol, Changsha, Peoples R China
机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Yang, Ling
Zhang, Xiaoyan
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机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Zhang, Xiaoyan
Hou, Qiang
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h-index: 0
机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Hou, Qiang
Huang, Ming
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h-index: 0
机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Huang, Ming
Zhang, Hongfang
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机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Zhang, Hongfang
Jiang, Zhenzhen
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机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Jiang, Zhenzhen
Yue, Jing
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机构:
Hangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China
Yue, Jing
Wu, Shixiu
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机构:
Chinese Acad Med Sci, Natl Clin Res Ctr Canc, Canc Hosp, Natl Canc Ctr, 113 Baohe St, Shenzhen, Peoples R China
Chinese Acad Med Sci, Shenzhen Hosp, 113 Baohe St, Shenzhen, Peoples R China
Peking Union Med Coll, 113 Baohe St, Shenzhen, Peoples R ChinaHangzhou Canc Hosp, Hangzhou Canc Inst, Hangzhou 310002, Zhejiang, Peoples R China