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Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans

Single-nucleus RNA sequencing (snRNA-seq) is used as an alternative to single-cell RNA-seq, as it allows transcriptomic profiling of frozen tissue. However, it is unclear whether snRNA-seq is able to detect cellular state in human tissue. Indeed, snRNA-seq analyses of human brain samples have failed...

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Autores principales: Thrupp, Nicola, Sala Frigerio, Carlo, Wolfs, Leen, Skene, Nathan G., Fattorelli, Nicola, Poovathingal, Suresh, Fourne, Yannick, Matthews, Paul M., Theys, Tom, Mancuso, Renzo, de Strooper, Bart, Fiers, Mark
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cell Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7527779/
https://www.ncbi.nlm.nih.gov/pubmed/32997994
http://dx.doi.org/10.1016/j.celrep.2020.108189
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author Thrupp, Nicola
Sala Frigerio, Carlo
Wolfs, Leen
Skene, Nathan G.
Fattorelli, Nicola
Poovathingal, Suresh
Fourne, Yannick
Matthews, Paul M.
Theys, Tom
Mancuso, Renzo
de Strooper, Bart
Fiers, Mark
author_facet Thrupp, Nicola
Sala Frigerio, Carlo
Wolfs, Leen
Skene, Nathan G.
Fattorelli, Nicola
Poovathingal, Suresh
Fourne, Yannick
Matthews, Paul M.
Theys, Tom
Mancuso, Renzo
de Strooper, Bart
Fiers, Mark
author_sort Thrupp, Nicola
collection PubMed
description Single-nucleus RNA sequencing (snRNA-seq) is used as an alternative to single-cell RNA-seq, as it allows transcriptomic profiling of frozen tissue. However, it is unclear whether snRNA-seq is able to detect cellular state in human tissue. Indeed, snRNA-seq analyses of human brain samples have failed to detect a consistent microglial activation signature in Alzheimer’s disease. Our comparison of microglia from single cells and single nuclei of four human subjects reveals that, although most genes show similar relative abundances in cells and nuclei, a small population of genes (∼1%) is depleted in nuclei compared to whole cells. This population is enriched for genes previously implicated in microglial activation, including APOE, CST3, SPP1, and CD74, comprising 18% of previously identified microglial-disease-associated genes. Given the low sensitivity of snRNA-seq to detect many activation genes, we conclude that snRNA-seq is not suited for detecting cellular activation in microglia in human disease.
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spelling pubmed-75277792020-10-05 Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans Thrupp, Nicola Sala Frigerio, Carlo Wolfs, Leen Skene, Nathan G. Fattorelli, Nicola Poovathingal, Suresh Fourne, Yannick Matthews, Paul M. Theys, Tom Mancuso, Renzo de Strooper, Bart Fiers, Mark Cell Rep Report Single-nucleus RNA sequencing (snRNA-seq) is used as an alternative to single-cell RNA-seq, as it allows transcriptomic profiling of frozen tissue. However, it is unclear whether snRNA-seq is able to detect cellular state in human tissue. Indeed, snRNA-seq analyses of human brain samples have failed to detect a consistent microglial activation signature in Alzheimer’s disease. Our comparison of microglia from single cells and single nuclei of four human subjects reveals that, although most genes show similar relative abundances in cells and nuclei, a small population of genes (∼1%) is depleted in nuclei compared to whole cells. This population is enriched for genes previously implicated in microglial activation, including APOE, CST3, SPP1, and CD74, comprising 18% of previously identified microglial-disease-associated genes. Given the low sensitivity of snRNA-seq to detect many activation genes, we conclude that snRNA-seq is not suited for detecting cellular activation in microglia in human disease. Cell Press 2020-09-29 /pmc/articles/PMC7527779/ /pubmed/32997994 http://dx.doi.org/10.1016/j.celrep.2020.108189 Text en © 2020 The Authors http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Report
Thrupp, Nicola
Sala Frigerio, Carlo
Wolfs, Leen
Skene, Nathan G.
Fattorelli, Nicola
Poovathingal, Suresh
Fourne, Yannick
Matthews, Paul M.
Theys, Tom
Mancuso, Renzo
de Strooper, Bart
Fiers, Mark
Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans
title Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans
title_full Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans
title_fullStr Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans
title_full_unstemmed Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans
title_short Single-Nucleus RNA-Seq Is Not Suitable for Detection of Microglial Activation Genes in Humans
title_sort single-nucleus rna-seq is not suitable for detection of microglial activation genes in humans
topic Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7527779/
https://www.ncbi.nlm.nih.gov/pubmed/32997994
http://dx.doi.org/10.1016/j.celrep.2020.108189
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