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The effect of methanol fixation on single-cell RNA sequencing data
Single-cell RNA sequencing (scRNA-seq) has led to remarkable progress in our understanding of tissue heterogeneity in health and disease. Recently, the need for scRNA-seq sample fixation has emerged in many scenarios, such as when samples need long-term transportation, or when experiments need to be...
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Published in: | BMC genomics 2021-06, Vol.22 (1), p.1-420, Article 420 |
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description | Single-cell RNA sequencing (scRNA-seq) has led to remarkable progress in our understanding of tissue heterogeneity in health and disease. Recently, the need for scRNA-seq sample fixation has emerged in many scenarios, such as when samples need long-term transportation, or when experiments need to be temporally synchronized. Methanol fixation is a simple and gentle method that has been routinely applied in scRNA-sEq. Yet, concerns remain that fixation may result in biases which may change the RNA-seq outcome. We adapted an existing methanol fixation protocol and performed scRNA-seq on both live and methanol fixed cells. Analyses of the results show methanol fixation can faithfully preserve biological related signals, while the discrepancy caused by fixation is subtle and relevant to library construction methods. By grouping transcripts based on their lengths and GC content, we find that transcripts with different features are affected by fixation to different degrees in full-length sequencing data, while the effect is alleviated in Drop-seq result. Our deep analysis reveals the effects of methanol fixation on sample RNA integrity and elucidates the potential consequences of using fixation in various scRNA-seq experiment designs. |
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Recently, the need for scRNA-seq sample fixation has emerged in many scenarios, such as when samples need long-term transportation, or when experiments need to be temporally synchronized. Methanol fixation is a simple and gentle method that has been routinely applied in scRNA-sEq. Yet, concerns remain that fixation may result in biases which may change the RNA-seq outcome. We adapted an existing methanol fixation protocol and performed scRNA-seq on both live and methanol fixed cells. Analyses of the results show methanol fixation can faithfully preserve biological related signals, while the discrepancy caused by fixation is subtle and relevant to library construction methods. By grouping transcripts based on their lengths and GC content, we find that transcripts with different features are affected by fixation to different degrees in full-length sequencing data, while the effect is alleviated in Drop-seq result. Our deep analysis reveals the effects of methanol fixation on sample RNA integrity and elucidates the potential consequences of using fixation in various scRNA-seq experiment designs.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/s12864-021-07744-6</identifier><identifier>PMID: 34090348</identifier><language>eng</language><publisher>London: BioMed Central Ltd</publisher><subject>Biological specimens ; Chemical properties ; Composition ; Construction methods ; Datasets ; Drop-seq ; Fixation ; Gene sequencing ; Genes ; Genomics ; Heterogeneity ; Methanol ; Methanol fixation ; Principal components analysis ; Protection and preservation ; Proteins ; Ribonucleic acid ; RNA ; RNA sequencing ; Single Cell RNA-seq ; Smarts-seq2 ; Tissues</subject><ispartof>BMC genomics, 2021-06, Vol.22 (1), p.1-420, Article 420</ispartof><rights>COPYRIGHT 2021 BioMed Central Ltd.</rights><rights>2021. This work is licensed under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c640t-7088d8002724a83f5f6ebff6e120baaf5280d92f6553ccae42e8d90107882de3</citedby><cites>FETCH-LOGICAL-c640t-7088d8002724a83f5f6ebff6e120baaf5280d92f6553ccae42e8d90107882de3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8180132/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2543501978?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,25732,27903,27904,36991,36992,44569,53769,53771</link.rule.ids></links><search><creatorcontrib>Wang, Xinlei</creatorcontrib><creatorcontrib>Yu, Lei</creatorcontrib><creatorcontrib>Wu, Angela Ruohao</creatorcontrib><title>The effect of methanol fixation on single-cell RNA sequencing data</title><title>BMC genomics</title><description>Single-cell RNA sequencing (scRNA-seq) has led to remarkable progress in our understanding of tissue heterogeneity in health and disease. Recently, the need for scRNA-seq sample fixation has emerged in many scenarios, such as when samples need long-term transportation, or when experiments need to be temporally synchronized. Methanol fixation is a simple and gentle method that has been routinely applied in scRNA-sEq. Yet, concerns remain that fixation may result in biases which may change the RNA-seq outcome. We adapted an existing methanol fixation protocol and performed scRNA-seq on both live and methanol fixed cells. Analyses of the results show methanol fixation can faithfully preserve biological related signals, while the discrepancy caused by fixation is subtle and relevant to library construction methods. By grouping transcripts based on their lengths and GC content, we find that transcripts with different features are affected by fixation to different degrees in full-length sequencing data, while the effect is alleviated in Drop-seq result. Our deep analysis reveals the effects of methanol fixation on sample RNA integrity and elucidates the potential consequences of using fixation in various scRNA-seq experiment designs.</description><subject>Biological specimens</subject><subject>Chemical properties</subject><subject>Composition</subject><subject>Construction methods</subject><subject>Datasets</subject><subject>Drop-seq</subject><subject>Fixation</subject><subject>Gene sequencing</subject><subject>Genes</subject><subject>Genomics</subject><subject>Heterogeneity</subject><subject>Methanol</subject><subject>Methanol fixation</subject><subject>Principal components analysis</subject><subject>Protection and preservation</subject><subject>Proteins</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>RNA sequencing</subject><subject>Single Cell RNA-seq</subject><subject>Smarts-seq2</subject><subject>Tissues</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNptkl2L1DAUhoso7rr6B7wqeKMXXU--0xthXPwYWBTWuQ9petLJ0GnWppX135vuLGpFEpJw8pw35OUtipcELgnR8m0iVEteASUVKMV5JR8V54QrUlEi-eO_zmfFs5QOAERpKp4WZ4xDDYzr8-L9bo8leo9uKqMvjzjt7RD70oc7O4U4lHmmMHQ9Vg77vrz5sikTfp9xcLlatnayz4sn3vYJXzzsF8Xu44fd1efq-uun7dXmunKSw1Qp0LrVAFRRbjXzwktsfF4IhcZaL6iGtqZeCsGcs8gp6rYGAkpr2iK7KLYn2Tbag7kdw9GOP020wdwX4tgZO07B9WjI0tAw1QoUHKjTXBLRtEIRXRPfLFrvTlq3c3PE1uEwjbZfia5vhrA3XfxhNNFAGM0Crx8ExpjNSJM5hrQYZAeMczJUMA2C1zXJ6Kt_0EOcxyE7lSnOBJBa6T9UZ_MHwuBjftctomYjpeCUCQmZuvwPlUeLx-DigD7k-qrhzaohMxPeTZ2dUzLbbzdrlp5YN8aURvS__SBglsCZU-BMDpy5D5yR7Bfqn8MB</recordid><startdate>20210605</startdate><enddate>20210605</enddate><creator>Wang, Xinlei</creator><creator>Yu, Lei</creator><creator>Wu, Angela Ruohao</creator><general>BioMed Central Ltd</general><general>BioMed Central</general><general>BMC</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7U7</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20210605</creationdate><title>The effect of methanol fixation on single-cell RNA sequencing data</title><author>Wang, Xinlei ; Yu, Lei ; Wu, Angela Ruohao</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c640t-7088d8002724a83f5f6ebff6e120baaf5280d92f6553ccae42e8d90107882de3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Biological specimens</topic><topic>Chemical properties</topic><topic>Composition</topic><topic>Construction methods</topic><topic>Datasets</topic><topic>Drop-seq</topic><topic>Fixation</topic><topic>Gene sequencing</topic><topic>Genes</topic><topic>Genomics</topic><topic>Heterogeneity</topic><topic>Methanol</topic><topic>Methanol fixation</topic><topic>Principal components analysis</topic><topic>Protection and preservation</topic><topic>Proteins</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>RNA sequencing</topic><topic>Single Cell RNA-seq</topic><topic>Smarts-seq2</topic><topic>Tissues</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Xinlei</creatorcontrib><creatorcontrib>Yu, Lei</creatorcontrib><creatorcontrib>Wu, Angela Ruohao</creatorcontrib><collection>CrossRef</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>BMC genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Xinlei</au><au>Yu, Lei</au><au>Wu, Angela Ruohao</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The effect of methanol fixation on single-cell RNA sequencing data</atitle><jtitle>BMC genomics</jtitle><date>2021-06-05</date><risdate>2021</risdate><volume>22</volume><issue>1</issue><spage>1</spage><epage>420</epage><pages>1-420</pages><artnum>420</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>Single-cell RNA sequencing (scRNA-seq) has led to remarkable progress in our understanding of tissue heterogeneity in health and disease. Recently, the need for scRNA-seq sample fixation has emerged in many scenarios, such as when samples need long-term transportation, or when experiments need to be temporally synchronized. Methanol fixation is a simple and gentle method that has been routinely applied in scRNA-sEq. Yet, concerns remain that fixation may result in biases which may change the RNA-seq outcome. We adapted an existing methanol fixation protocol and performed scRNA-seq on both live and methanol fixed cells. Analyses of the results show methanol fixation can faithfully preserve biological related signals, while the discrepancy caused by fixation is subtle and relevant to library construction methods. By grouping transcripts based on their lengths and GC content, we find that transcripts with different features are affected by fixation to different degrees in full-length sequencing data, while the effect is alleviated in Drop-seq result. Our deep analysis reveals the effects of methanol fixation on sample RNA integrity and elucidates the potential consequences of using fixation in various scRNA-seq experiment designs.</abstract><cop>London</cop><pub>BioMed Central Ltd</pub><pmid>34090348</pmid><doi>10.1186/s12864-021-07744-6</doi><oa>free_for_read</oa></addata></record> |
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subjects | Biological specimens Chemical properties Composition Construction methods Datasets Drop-seq Fixation Gene sequencing Genes Genomics Heterogeneity Methanol Methanol fixation Principal components analysis Protection and preservation Proteins Ribonucleic acid RNA RNA sequencing Single Cell RNA-seq Smarts-seq2 Tissues |
title | The effect of methanol fixation on single-cell RNA sequencing data |
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