Systematic calibration of epitranscriptomic maps using a synthetic modification-free RNA library
Recent years have witnessed rapid progress in the field of epitranscriptomics. Functional interpretation of the epitranscriptome relies on sequencing technologies that determine the location and stoichiometry of various RNA modifications. However, contradictory results have been reported among studi...
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Veröffentlicht in: | Nature methods 2021-10, Vol.18 (10), p.1213-1222 |
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creator | Zhang, Zhang Chen, Tao Chen, Hong-Xuan Xie, Ying-Yuan Chen, Li-Qian Zhao, Yu-Li Liu, Biao-Di Jin, Lingmei Zhang, Wutong Liu, Chang Ma, Dong-Zhao Chai, Guo-Shi Zhang, Ying Zhao, Wen-Shuo Ng, Wen Hui Chen, Jiekai Jia, Guifang Yang, Jianhua Luo, Guan-Zheng |
description | Recent years have witnessed rapid progress in the field of epitranscriptomics. Functional interpretation of the epitranscriptome relies on sequencing technologies that determine the location and stoichiometry of various RNA modifications. However, contradictory results have been reported among studies, bringing the biological impacts of certain RNA modifications into doubt. Here, we develop a synthetic RNA library resembling the endogenous transcriptome but without any RNA modification. By incorporating this modification-free RNA library into established mapping techniques as a negative control, we reveal abundant false positives resulting from sequence bias or RNA structure. After calibration, precise and quantitative mapping expands the understanding of two representative modification types,
N
6
-methyladenosine (m
6
A) and 5-methylcytosine (m
5
C). We propose that this approach provides a systematic solution for the calibration of various RNA-modification mappings and holds great promise in epitranscriptomic studies.
This work describes the generation of a modification-free RNA library that resembles endogenous transcriptome sequence and expression level, which can be used as a negative control in epitranscriptomic sequencing methods to obtain high-confidence and quantitative maps of various RNA modifications. |
doi_str_mv | 10.1038/s41592-021-01280-7 |
format | Article |
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N
6
-methyladenosine (m
6
A) and 5-methylcytosine (m
5
C). We propose that this approach provides a systematic solution for the calibration of various RNA-modification mappings and holds great promise in epitranscriptomic studies.
This work describes the generation of a modification-free RNA library that resembles endogenous transcriptome sequence and expression level, which can be used as a negative control in epitranscriptomic sequencing methods to obtain high-confidence and quantitative maps of various RNA modifications.</description><identifier>ISSN: 1548-7091</identifier><identifier>EISSN: 1548-7105</identifier><identifier>DOI: 10.1038/s41592-021-01280-7</identifier><identifier>PMID: 34594034</identifier><language>eng</language><publisher>New York: Nature Publishing Group US</publisher><subject>631/208/514/1949 ; 631/337/176 ; Bioinformatics ; Biological Microscopy ; Biological Techniques ; Biomedical and Life Sciences ; Biomedical Engineering/Biotechnology ; Calibration ; Epigenesis, Genetic ; Gene Expression Regulation ; Gene Library ; Genetic research ; Genetic transcription ; HeLa Cells ; High-Throughput Nucleotide Sequencing - methods ; Humans ; Libraries ; Life Sciences ; Mapping ; Methods ; N6-methyladenosine ; Nucleotide sequence ; Proteomics ; RNA ; RNA - genetics ; RNA modification ; RNA processing ; Stoichiometry ; Structure ; Transcriptome ; Transcriptomes</subject><ispartof>Nature methods, 2021-10, Vol.18 (10), p.1213-1222</ispartof><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2021</rights><rights>2021. The Author(s), under exclusive licence to Springer Nature America, Inc.</rights><rights>COPYRIGHT 2021 Nature Publishing Group</rights><rights>The Author(s), under exclusive licence to Springer Nature America, Inc. 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c508t-3d14a27e330891eea71fd2b1e846d997562cf7a9b01ea19f71701a7e0f06f5413</citedby><cites>FETCH-LOGICAL-c508t-3d14a27e330891eea71fd2b1e846d997562cf7a9b01ea19f71701a7e0f06f5413</cites><orcidid>0000-0002-6797-9319</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1038/s41592-021-01280-7$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1038/s41592-021-01280-7$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,777,781,27905,27906,41469,42538,51300</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34594034$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Zhang, Zhang</creatorcontrib><creatorcontrib>Chen, Tao</creatorcontrib><creatorcontrib>Chen, Hong-Xuan</creatorcontrib><creatorcontrib>Xie, Ying-Yuan</creatorcontrib><creatorcontrib>Chen, Li-Qian</creatorcontrib><creatorcontrib>Zhao, Yu-Li</creatorcontrib><creatorcontrib>Liu, Biao-Di</creatorcontrib><creatorcontrib>Jin, Lingmei</creatorcontrib><creatorcontrib>Zhang, Wutong</creatorcontrib><creatorcontrib>Liu, Chang</creatorcontrib><creatorcontrib>Ma, Dong-Zhao</creatorcontrib><creatorcontrib>Chai, Guo-Shi</creatorcontrib><creatorcontrib>Zhang, Ying</creatorcontrib><creatorcontrib>Zhao, Wen-Shuo</creatorcontrib><creatorcontrib>Ng, Wen Hui</creatorcontrib><creatorcontrib>Chen, Jiekai</creatorcontrib><creatorcontrib>Jia, Guifang</creatorcontrib><creatorcontrib>Yang, Jianhua</creatorcontrib><creatorcontrib>Luo, Guan-Zheng</creatorcontrib><title>Systematic calibration of epitranscriptomic maps using a synthetic modification-free RNA library</title><title>Nature methods</title><addtitle>Nat Methods</addtitle><addtitle>Nat Methods</addtitle><description>Recent years have witnessed rapid progress in the field of epitranscriptomics. Functional interpretation of the epitranscriptome relies on sequencing technologies that determine the location and stoichiometry of various RNA modifications. However, contradictory results have been reported among studies, bringing the biological impacts of certain RNA modifications into doubt. Here, we develop a synthetic RNA library resembling the endogenous transcriptome but without any RNA modification. By incorporating this modification-free RNA library into established mapping techniques as a negative control, we reveal abundant false positives resulting from sequence bias or RNA structure. After calibration, precise and quantitative mapping expands the understanding of two representative modification types,
N
6
-methyladenosine (m
6
A) and 5-methylcytosine (m
5
C). We propose that this approach provides a systematic solution for the calibration of various RNA-modification mappings and holds great promise in epitranscriptomic studies.
This work describes the generation of a modification-free RNA library that resembles endogenous transcriptome sequence and expression level, which can be used as a negative control in epitranscriptomic sequencing methods to obtain high-confidence and quantitative maps of various RNA modifications.</description><subject>631/208/514/1949</subject><subject>631/337/176</subject><subject>Bioinformatics</subject><subject>Biological Microscopy</subject><subject>Biological Techniques</subject><subject>Biomedical and Life Sciences</subject><subject>Biomedical Engineering/Biotechnology</subject><subject>Calibration</subject><subject>Epigenesis, Genetic</subject><subject>Gene Expression Regulation</subject><subject>Gene Library</subject><subject>Genetic research</subject><subject>Genetic transcription</subject><subject>HeLa Cells</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>Humans</subject><subject>Libraries</subject><subject>Life 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calibration of epitranscriptomic maps using a synthetic modification-free RNA library</title><author>Zhang, Zhang ; Chen, Tao ; Chen, Hong-Xuan ; Xie, Ying-Yuan ; Chen, Li-Qian ; Zhao, Yu-Li ; Liu, Biao-Di ; Jin, Lingmei ; Zhang, Wutong ; Liu, Chang ; Ma, Dong-Zhao ; Chai, Guo-Shi ; Zhang, Ying ; Zhao, Wen-Shuo ; Ng, Wen Hui ; Chen, Jiekai ; Jia, Guifang ; Yang, Jianhua ; Luo, Guan-Zheng</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c508t-3d14a27e330891eea71fd2b1e846d997562cf7a9b01ea19f71701a7e0f06f5413</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>631/208/514/1949</topic><topic>631/337/176</topic><topic>Bioinformatics</topic><topic>Biological Microscopy</topic><topic>Biological Techniques</topic><topic>Biomedical and Life Sciences</topic><topic>Biomedical Engineering/Biotechnology</topic><topic>Calibration</topic><topic>Epigenesis, Genetic</topic><topic>Gene 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Functional interpretation of the epitranscriptome relies on sequencing technologies that determine the location and stoichiometry of various RNA modifications. However, contradictory results have been reported among studies, bringing the biological impacts of certain RNA modifications into doubt. Here, we develop a synthetic RNA library resembling the endogenous transcriptome but without any RNA modification. By incorporating this modification-free RNA library into established mapping techniques as a negative control, we reveal abundant false positives resulting from sequence bias or RNA structure. After calibration, precise and quantitative mapping expands the understanding of two representative modification types,
N
6
-methyladenosine (m
6
A) and 5-methylcytosine (m
5
C). We propose that this approach provides a systematic solution for the calibration of various RNA-modification mappings and holds great promise in epitranscriptomic studies.
This work describes the generation of a modification-free RNA library that resembles endogenous transcriptome sequence and expression level, which can be used as a negative control in epitranscriptomic sequencing methods to obtain high-confidence and quantitative maps of various RNA modifications.</abstract><cop>New York</cop><pub>Nature Publishing Group US</pub><pmid>34594034</pmid><doi>10.1038/s41592-021-01280-7</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-6797-9319</orcidid></addata></record> |
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subjects | 631/208/514/1949 631/337/176 Bioinformatics Biological Microscopy Biological Techniques Biomedical and Life Sciences Biomedical Engineering/Biotechnology Calibration Epigenesis, Genetic Gene Expression Regulation Gene Library Genetic research Genetic transcription HeLa Cells High-Throughput Nucleotide Sequencing - methods Humans Libraries Life Sciences Mapping Methods N6-methyladenosine Nucleotide sequence Proteomics RNA RNA - genetics RNA modification RNA processing Stoichiometry Structure Transcriptome Transcriptomes |
title | Systematic calibration of epitranscriptomic maps using a synthetic modification-free RNA library |
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