Dissection of artifactual and confounding glial signatures by single-cell sequencing of mouse and human brain

被引:170
|
作者
Marsh, Samuel E. [1 ,2 ,3 ]
Walker, Alec J. [1 ,2 ,3 ]
Kamath, Tushar [2 ,3 ]
Dissing-Olesen, Lasse [1 ,2 ,3 ]
Hammond, Timothy R. [1 ,2 ,3 ]
de Soysa, T. Yvanka [1 ,2 ,3 ]
Young, Adam M. H. [4 ]
Murphy, Sarah [1 ]
Abdulraouf, Abdulraouf [3 ]
Nadaf, Naeem [3 ]
Dufort, Connor [1 ]
Walker, Alicia C. [1 ]
Lucca, Liliana E. [5 ,6 ]
Kozareva, Velina [3 ]
Vanderburg, Charles [3 ]
Hong, Soyon [7 ]
Bulstrode, Harry [4 ]
Hutchinson, Peter J. [8 ,9 ]
Gaffney, Daniel J. [10 ]
Hafler, David A. [5 ,6 ,11 ]
Franklin, Robin J. M.
Macosko, Evan Z. [3 ,12 ]
Stevens, Beth [1 ,2 ,3 ,13 ]
机构
[1] Boston Childrens Hosp, FM Kirby Neurobiol Ctr, Boston, MA 02215 USA
[2] Harvard Med Sch, Boston, MA 02215 USA
[3] Broad Inst MIT & Harvard, Stanley Ctr Psychiat Res, Cambridge, MA 02138 USA
[4] Univ Cambridge, Cambridge Stem Cell Inst, Wellcome Med Res Council, Cambridge Biomed Campus, Cambridge, England
[5] Yale Sch Med, Dept Neurol, New Haven, CT USA
[6] Yale Sch Med, Dept Immunobiol, New Haven, CT USA
[7] UCL, UK Dementia Res Inst, London, England
[8] Univ Cambridge, Dept Clin Neurosci, Cambridge, England
[9] Cambridge Univ Hosp NHS Fdn Trust, Cambridge, England
[10] Wellcome Sanger Inst, Wellcome Genome Campus, Hinxton, England
[11] Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
[12] Massachusetts Gen Hosp, Dept Psychiat, Boston, MA 02114 USA
[13] Boston Childrens Hosp, Howard Hughes Med Inst, Boston, MA 02115 USA
基金
英国医学研究理事会; 英国惠康基金;
关键词
GENE-EXPRESSION; RNA-SEQ; POSTMORTEM BRAIN; QUALITY-CONTROL; MICROGLIA; TISSUE; TRANSCRIPTOMICS; STRESS; PH; INDUCTION;
D O I
10.1038/s41593-022-01022-8
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
A key aspect of nearly all single-cell sequencing experiments is dissociation of intact tissues into single-cell suspensions. While many protocols have been optimized for optimal cell yield, they have often overlooked the effects that dissociation can have on ex vivo gene expression. Here, we demonstrate that use of enzymatic dissociation on brain tissue induces an aberrant ex vivo gene expression signature, most prominently in microglia, which is prevalent in published literature and can substantially confound downstream analyses. To address this issue, we present a rigorously validated protocol that preserves both in vivo transcriptional profiles and cell-type diversity and yield across tissue types and species. We also identify a similar signature in postmortem human brain single-nucleus RNA-sequencing datasets, and show that this signature is induced in freshly isolated human tissue by exposure to elevated temperatures ex vivo. Together, our results provide a methodological solution for preventing artifactual gene expression changes during fresh tissue digestion and a reference for future deeper analysis of the potential confounding states present in postmortem human samples. Marsh et al. demonstrate that enzymatic dissociation induces an aberrant ex vivo gene expression signature, most prominently in microglia, which when not addressed can substantially confound downstream analyses. They also identify a similar signature in postmortem human brain in snRNA-seq.
引用
收藏
页码:306 / +
页数:20
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