Literature DB >> 35260865

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

Samuel E Marsh1,2,3, Alec J Walker1,2,3, Tushar Kamath2,3, Lasse Dissing-Olesen1,2,3, Timothy R Hammond1,2,3, T Yvanka de Soysa1,2,3, Adam M H Young4, Sarah Murphy1, Abdulraouf Abdulraouf3, Naeem Nadaf3, Connor Dufort1, Alicia C Walker1, Liliana E Lucca5, Velina Kozareva3, Charles Vanderburg3, Soyon Hong6, Harry Bulstrode4, Peter J Hutchinson7, Daniel J Gaffney8, David A Hafler5,9, Robin J M Franklin4, Evan Z Macosko3,10, Beth Stevens11,12,13,14.   

Abstract

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.
© 2022. The Author(s), under exclusive licence to Springer Nature America, Inc.

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Year:  2022        PMID: 35260865     DOI: 10.1038/s41593-022-01022-8

Source DB:  PubMed          Journal:  Nat Neurosci        ISSN: 1097-6256            Impact factor:   28.771


  78 in total

1.  Collagenase and Dispase enzymes disrupt lymphocyte surface molecules.

Authors:  M Abuzakouk; C Feighery; C O'Farrelly
Journal:  J Immunol Methods       Date:  1996-08-14       Impact factor: 2.303

2.  Quantitative comparison of human intestinal mononuclear leukocyte isolation techniques for flow cytometric analyses.

Authors:  R R C E Schreurs; A Drewniak; R Bakx; W E Corpeleijn; T H B Geijtenbeek; J B van Goudoever; M J Bunders
Journal:  J Immunol Methods       Date:  2017-03-06       Impact factor: 2.303

3.  Exponential scaling of single-cell RNA-seq in the past decade.

Authors:  Valentine Svensson; Roser Vento-Tormo; Sarah A Teichmann
Journal:  Nat Protoc       Date:  2018-03-01       Impact factor: 13.491

Review 4.  Postmortem human brain genomics in neuropsychiatric disorders--how far can we go?

Authors:  Andrew E Jaffe
Journal:  Curr Opin Neurobiol       Date:  2015-12-10       Impact factor: 6.627

5.  Best Practices for Preparing a Single Cell Suspension from Solid Tissues for Flow Cytometry.

Authors:  Andrew Reichard; Kewal Asosingh
Journal:  Cytometry A       Date:  2018-12-06       Impact factor: 4.355

6.  Phenotypic characterization and functional analysis of human tumor immune infiltration after mechanical and enzymatic disaggregation.

Authors:  Cécile Grange; Jason Létourneau; Marie-Andrée Forget; Jessica Godin-Ethier; Jocelyne Martin; Moishe Liberman; Mathieu Latour; Hugues Widmer; Jean-Baptiste Lattouf; Ciriaco A Piccirillo; Jean-François Cailhier; Réjean Lapointe
Journal:  J Immunol Methods       Date:  2011-07-18       Impact factor: 2.303

7.  Isolation of murine microglial cells for RNA analysis or flow cytometry.

Authors:  Astrid E Cardona; DeRen Huang; Margaret E Sasse; Richard M Ransohoff
Journal:  Nat Protoc       Date:  2006       Impact factor: 13.491

8.  Neuronal subtypes and diversity revealed by single-nucleus RNA sequencing of the human brain.

Authors:  Blue B Lake; Rizi Ai; Gwendolyn E Kaeser; Neeraj S Salathia; Yun C Yung; Rui Liu; Andre Wildberg; Derek Gao; Ho-Lim Fung; Song Chen; Raakhee Vijayaraghavan; Julian Wong; Allison Chen; Xiaoyan Sheng; Fiona Kaper; Richard Shen; Mostafa Ronaghi; Jian-Bing Fan; Wei Wang; Jerold Chun; Kun Zhang
Journal:  Science       Date:  2016-06-24       Impact factor: 47.728

9.  Massively parallel single-nucleus RNA-seq with DroNc-seq.

Authors:  Naomi Habib; Inbal Avraham-Davidi; Anindita Basu; Tyler Burks; Karthik Shekhar; Matan Hofree; Sourav R Choudhury; François Aguet; Ellen Gelfand; Kristin Ardlie; David A Weitz; Orit Rozenblatt-Rosen; Feng Zhang; Aviv Regev
Journal:  Nat Methods       Date:  2017-08-28       Impact factor: 28.547

10.  Phenotypic and functional consequences of different isolation protocols on skin mononuclear phagocytes.

Authors:  Rachel A Botting; Kirstie M Bertram; Heeva Baharlou; Kerrie J Sandgren; James Fletcher; Jake W Rhodes; Hafsa Rana; Toby M Plasto; Xin Maggie Wang; Jake J K Lim; Laith Barnouti; Mark P Kohout; Tim Papadopoulos; Steve Merten; Norman Olbourne; Anthony L Cunningham; Muzlifah Haniffa; Andrew N Harman
Journal:  J Leukoc Biol       Date:  2017-03-07       Impact factor: 4.962

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  16 in total

1.  Directed evolution of adeno-associated virus for efficient gene delivery to microglia.

Authors:  Rui Lin; Youtong Zhou; Ting Yan; Ruiyu Wang; Heng Li; Zhaofa Wu; Xinshuang Zhang; Xiangyu Zhou; Fei Zhao; Li Zhang; Yulong Li; Minmin Luo
Journal:  Nat Methods       Date:  2022-07-25       Impact factor: 47.990

2.  Pyramidal neuron subtype diversity governs microglia states in the neocortex.

Authors:  Jeffrey A Stogsdill; Kwanho Kim; Loïc Binan; Samouil L Farhi; Joshua Z Levin; Paola Arlotta
Journal:  Nature       Date:  2022-08-10       Impact factor: 69.504

3.  Elevating microglia TREM2 reduces amyloid seeding and suppresses disease-associated microglia.

Authors:  Na Zhao; Wenhui Qiao; Fuyao Li; Yingxue Ren; Jiaying Zheng; Yuka A Martens; Xusheng Wang; Ling Li; Chia-Chen Liu; Kai Chen; Yiyang Zhu; Tadafumi C Ikezu; Zonghua Li; Axel D Meneses; Yunjung Jin; Joshua A Knight; Yixing Chen; Ligia Bastea; Cynthia Linares; Berkiye Sonustun; Lucy Job; Madeleine L Smith; Manling Xie; Yong U Liu; Anthony D Umpierre; Koichiro Haruwaka; Zachary S Quicksall; Peter Storz; Yan W Asmann; Long-Jun Wu; Guojun Bu
Journal:  J Exp Med       Date:  2022-09-15       Impact factor: 17.579

4.  Impact of schizophrenia GWAS loci converge onto distinct pathways in cortical interneurons vs glutamatergic neurons during development.

Authors:  Dongxin Liu; Amy Zinski; Akanksha Mishra; Haneul Noh; Gun-Hoo Park; Yiren Qin; Oshoname Olorife; James M Park; Chiderah P Abani; Joy S Park; Janice Fung; Farah Sawaqed; Joseph T Coyle; Eli Stahl; Jaroslav Bendl; John F Fullard; Panos Roussos; Xiaolei Zhang; Patric K Stanton; Changhong Yin; Weihua Huang; Hae-Young Kim; Hyejung Won; Jun-Hyeong Cho; Sangmi Chung
Journal:  Mol Psychiatry       Date:  2022-06-14       Impact factor: 13.437

5.  PRMT1 is required for the generation of MHC-associated microglia and remyelination in the central nervous system.

Authors:  Jeesan Lee; Oscar David Villarreal; Yu Chang Wang; Jiannis Ragoussis; Serge Rivest; David Gosselin; Stéphane Richard
Journal:  Life Sci Alliance       Date:  2022-06-15

6.  Mild respiratory COVID can cause multi-lineage neural cell and myelin dysregulation.

Authors:  Anthony Fernández-Castañeda; Peiwen Lu; Anna C Geraghty; Eric Song; Myoung-Hwa Lee; Jamie Wood; Michael R O'Dea; Selena Dutton; Kiarash Shamardani; Kamsi Nwangwu; Rebecca Mancusi; Belgin Yalçın; Kathryn R Taylor; Lehi Acosta-Alvarez; Karen Malacon; Michael B Keough; Lijun Ni; Pamelyn J Woo; Daniel Contreras-Esquivel; Angus Martin Shaw Toland; Jeff R Gehlhausen; Jon Klein; Takehiro Takahashi; Julio Silva; Benjamin Israelow; Carolina Lucas; Tianyang Mao; Mario A Peña-Hernández; Alexandra Tabachnikova; Robert J Homer; Laura Tabacof; Jenna Tosto-Mancuso; Erica Breyman; Amy Kontorovich; Dayna McCarthy; Martha Quezado; Hannes Vogel; Marco M Hefti; Daniel P Perl; Shane Liddelow; Rebecca Folkerth; David Putrino; Avindra Nath; Akiko Iwasaki; Michelle Monje
Journal:  Cell       Date:  2022-06-13       Impact factor: 66.850

Review 7.  Towards a definition of microglia heterogeneity.

Authors:  Luke M Healy; Sameera Zia; Jason R Plemel
Journal:  Commun Biol       Date:  2022-10-20

8.  Parkinson's disease in the single-cell era.

Authors:  Ernest Arenas
Journal:  Nat Neurosci       Date:  2022-05       Impact factor: 28.771

9.  Spatial and temporal heterogeneity in the lineage progression of fine oligodendrocyte subtypes.

Authors:  Mats Nilsson; Gonçalo Castelo-Branco; Markus M Hilscher; Christoffer Mattsson Langseth; Petra Kukanja; Chika Yokota
Journal:  BMC Biol       Date:  2022-05-25       Impact factor: 7.364

10.  Neuronal apoptosis drives remodeling states of microglia and shifts in survival pathway dependence.

Authors:  Sarah Rose Anderson; Jacqueline M Roberts; Nathaniel Ghena; Emmalyn A Irvin; Joon Schwakopf; Isabelle B Cooperstein; Alejandra Bosco; Monica L Vetter
Journal:  Elife       Date:  2022-04-28       Impact factor: 8.713

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