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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...

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Autores principales: Wang, Xinlei, Yu, Lei, Wu, Angela Ruohao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
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.
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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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