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The effect of methanol fixation on single-cell RNA sequencing data
BACKGROUND: 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 experiment...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8180132/ https://www.ncbi.nlm.nih.gov/pubmed/34090348 http://dx.doi.org/10.1186/s12864-021-07744-6 |
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author | Wang, Xinlei Yu, Lei Wu, Angela Ruohao |
author_facet | Wang, Xinlei Yu, Lei Wu, Angela Ruohao |
author_sort | Wang, Xinlei |
collection | PubMed |
description | BACKGROUND: 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. RESULTS: 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. CONCLUSIONS: 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07744-6. |
format | Online Article Text |
id | pubmed-8180132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-81801322021-06-07 The effect of methanol fixation on single-cell RNA sequencing data Wang, Xinlei Yu, Lei Wu, Angela Ruohao BMC Genomics Research Article BACKGROUND: 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. RESULTS: 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. CONCLUSIONS: 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. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12864-021-07744-6. BioMed Central 2021-06-05 /pmc/articles/PMC8180132/ /pubmed/34090348 http://dx.doi.org/10.1186/s12864-021-07744-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Wang, Xinlei Yu, Lei Wu, Angela Ruohao The effect of methanol fixation on single-cell RNA sequencing data |
title | The effect of methanol fixation on single-cell RNA sequencing data |
title_full | The effect of methanol fixation on single-cell RNA sequencing data |
title_fullStr | The effect of methanol fixation on single-cell RNA sequencing data |
title_full_unstemmed | The effect of methanol fixation on single-cell RNA sequencing data |
title_short | The effect of methanol fixation on single-cell RNA sequencing data |
title_sort | effect of methanol fixation on single-cell rna sequencing data |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8180132/ https://www.ncbi.nlm.nih.gov/pubmed/34090348 http://dx.doi.org/10.1186/s12864-021-07744-6 |
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