Single-nucleus RNA-seq is not suitable for detection of microglial activation genes in humans
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Published version
Author(s)
Type
Journal Article
Abstract
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.
Date Issued
2020-09-29
Date Acceptance
2020-09-02
Citation
Cell Reports, 2020, 32 (13), pp.1-13
ISSN
2211-1247
Publisher
Elsevier
Start Page
1
End Page
13
Journal / Book Title
Cell Reports
Volume
32
Issue
13
Copyright Statement
© 2020 The Authors. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Sponsor
UK DRI Ltd
UK DRI Ltd
UK DRI Ltd
Biogen MA Inc.
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000573722100004&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Grant Number
N/A
N/A
WBID
PO: 1029160
Subjects
Science & Technology
Life Sciences & Biomedicine
Cell Biology
EXPRESSION
TRANSCRIPTOMICS
METAANALYSIS
INDIVIDUALS
DIVERSITY
DYNAMICS
CELLS
LOCI
Publication Status
Published
Date Publish Online
2020-09-29