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Multi-cellular communities are perturbed in the aging human brain and with Alzheimer’s disease

Anael Cain, Mariko Taga, Cristin McCabe, Idan Hekselman, Charles C. White, Gilad Green, Orit Rozenblatt-Rosen, Feng Zhang, Esti Yeger-Lotem, David A. Bennett, Hyun-Sik Yang, Aviv Regev, Vilas Menon, View ORCID ProfileNaomi Habib, View ORCID ProfilePhilip L. De Jager
doi: https://doi.org/10.1101/2020.12.22.424084
Anael Cain
1Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
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Mariko Taga
2Center for Translational & Computational Immunology, Department of Neurology and Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, New York, USA
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Cristin McCabe
4Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
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Idan Hekselman
3Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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Charles C. White
5Broad Institute, Cambridge, Massachusetts, USA
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Gilad Green
1Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
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Orit Rozenblatt-Rosen
4Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
11Genentech, 1 DNA Way, South San Francisco, CA
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Feng Zhang
6Howard Hughes Medical Institute, McGovern Institute for Brain Research, Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
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Esti Yeger-Lotem
3Department of Clinical Biochemistry and Pharmacology, Faculty of Health Sciences, Ben-Gurion University of the Negev, Beer-Sheva, Israel
8National Institute for Biotechnology in the Negev, Ben-Gurion University of the Negev, Beer-Sheva, Israel
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David A. Bennett
7Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago, Illinois, USA
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Hyun-Sik Yang
5Broad Institute, Cambridge, Massachusetts, USA
9Harvard Medical School, Boston, MA; Center for Alzheimer Research and Treatment, Department of Neurology, Brigham and Women’s Hospital, Boston, MA
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Aviv Regev
4Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
10Howard Hughes Medical Institute, Koch Institute of Integrative Cancer Research, Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
11Genentech, 1 DNA Way, South San Francisco, CA
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Vilas Menon
2Center for Translational & Computational Immunology, Department of Neurology and Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, New York, USA
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  • For correspondence: naomi.habib@mail.huji.ac.il
Naomi Habib
1Edmond & Lily Safra Center for Brain Sciences, The Hebrew University of Jerusalem, Jerusalem, Israel
5Broad Institute, Cambridge, Massachusetts, USA
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  • ORCID record for Naomi Habib
  • For correspondence: naomi.habib@mail.huji.ac.il
Philip L. De Jager
2Center for Translational & Computational Immunology, Department of Neurology and Taub Institute for Research on Alzheimer’s Disease and the Aging Brain, Columbia University Medical Center, New York, New York, USA
5Broad Institute, Cambridge, Massachusetts, USA
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  • ORCID record for Philip L. De Jager
  • For correspondence: naomi.habib@mail.huji.ac.il
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Abstract

The role of different cell types and their interactions in Alzheimer’s disease (AD) is an open question that we have pursued by mapping the human brain at the single cell level. Here, we present a high resolution cellular map of the aging frontal cortex by single nucleus RNA-sequencing of 24 individuals with different clinicopathologic characteristics; which we used to infer the cellular architecture of 640 individuals from bulk RNA-seq profiles. Powered by this sample of sufficient size to obtain statistically robust results, we uncovered AD associations with neuronal subtypes and oligodendroglial states. Moreover, we uncovered a network of cellular communities, each composed of different neuronal, glial and endothelial cells subpopulations whose frequencies are correlated across individuals. Two of the cellular communities are altered in relation to cognitive decline and tau pathology. Our work provides a roadmap for evaluating cross-cell type differences in the cellular environment of the AD brain.

Competing Interest Statement

A.R. is a founder and equity holder of Celsius Therapeutics, an equity holder in Immunitas Therapeutics and until August 31, 2020 was an SAB member of Syros Pharmaceuticals, Neogene Therapeutics, Asimov and ThermoFisher Scientific. From August 1, 2020, A.R. is an employee of Genentech, a member of the Roche Group.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted December 23, 2020.
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Multi-cellular communities are perturbed in the aging human brain and with Alzheimer’s disease
Anael Cain, Mariko Taga, Cristin McCabe, Idan Hekselman, Charles C. White, Gilad Green, Orit Rozenblatt-Rosen, Feng Zhang, Esti Yeger-Lotem, David A. Bennett, Hyun-Sik Yang, Aviv Regev, Vilas Menon, Naomi Habib, Philip L. De Jager
bioRxiv 2020.12.22.424084; doi: https://doi.org/10.1101/2020.12.22.424084
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Multi-cellular communities are perturbed in the aging human brain and with Alzheimer’s disease
Anael Cain, Mariko Taga, Cristin McCabe, Idan Hekselman, Charles C. White, Gilad Green, Orit Rozenblatt-Rosen, Feng Zhang, Esti Yeger-Lotem, David A. Bennett, Hyun-Sik Yang, Aviv Regev, Vilas Menon, Naomi Habib, Philip L. De Jager
bioRxiv 2020.12.22.424084; doi: https://doi.org/10.1101/2020.12.22.424084

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