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Pluripotent stem cell derived models of neurological diseases reveal early transcriptional heterogeneity

Matan Sorek, Walaa Oweis, Malka Nissim-Rafinia, Moria Maman, Shahar Simon, Cynthia C. Hession, Xian Adiconis, Sean K. Simmons, Neville Sanjana, Xi Shi, Congyi Lu, Jen Q. Pan, Xiaohong Xu, View ORCID ProfileMahmoud A. Pouladi, Lisa M. Ellerby, Feng Zhang, View ORCID ProfileJoshua Z. Levin, View ORCID ProfileEran Meshorer
doi: https://doi.org/10.1101/2020.12.02.398263
Matan Sorek
1Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
2The Edmond and Lily Center for Brain Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
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Walaa Oweis
1Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
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Malka Nissim-Rafinia
1Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
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Moria Maman
1Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
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Shahar Simon
1Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
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Cynthia C. Hession
3Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Xian Adiconis
4Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
5Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Sean K. Simmons
4Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
5Klarman Cell Observatory, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Neville Sanjana
3Broad Institute of MIT and Harvard, Cambridge, MA, USA
6McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
7New York Genome Center and Department of Biology, New York University, New York, NY, USA
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Xi Shi
3Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Congyi Lu
7New York Genome Center and Department of Biology, New York University, New York, NY, USA
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Jen Q. Pan
3Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Xiaohong Xu
8Department of Neurology and Stroke Center, The First Affiliated Hospital, Jinan University, 613 Huangpu Avenue West, Guangzhou, Guangdong 510632, China
9Translational Laboratory in Genetic Medicine (TLGM), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, Level 5, 138648, Singapore
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Mahmoud A. Pouladi
9Translational Laboratory in Genetic Medicine (TLGM), Agency for Science, Technology and Research (A*STAR), 8A Biomedical Grove, Immunos, Level 5, 138648, Singapore
12Department of Physiology, National University of Singapore, 117597 Singapore
13Department of Medicine, National University of Singapore, 117597 Singapore
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Lisa M. Ellerby
14Buck Institute for Research on Aging, 8001 Redwood Blvd, Novato, CA, 94945, USA
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Feng Zhang
3Broad Institute of MIT and Harvard, Cambridge, MA, USA
6McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, USA
10Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
11Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Cambridge, MA, USA
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Joshua Z. Levin
3Broad Institute of MIT and Harvard, Cambridge, MA, USA
4Stanley Center for Psychiatric Research, Broad Institute of MIT and Harvard, Cambridge, MA, USA
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Eran Meshorer
1Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
2The Edmond and Lily Center for Brain Sciences, Edmond J. Safra Campus, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
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  • For correspondence: eran.meshorer@mail.huji.ac.il
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Abstract

Background Many neurodegenerative diseases (NDs) develop only later in life, when cells in the nervous system lose their structure or function. In genetic forms of NDs, this late onset phenomenon remains largely unexplained.

Results Analyzing single cell RNA sequencing (scRNA-seq) from Alzheimer’s disease (AD) patients, we find increased transcriptional heterogeneity in AD excitatory neurons. We hypothesized that transcriptional heterogeneity precedes ND pathologies. To test this idea experimentally, we used juvenile forms (72Q; 180Q) of Huntington’s disease (HD) iPSCs, differentiated them into committed neuronal progenitors, and obtained single cell expression profiles. We show a global increase in gene expression variability in HD. Autophagy genes become more stable, while energy and actin-related genes become more variable in the mutant cells. Knocking-down several differentially-variable genes resulted in increased aggregate formation, a pathology associated with HD. We further validated the increased transcriptional heterogeneity in CHD8+/- cells, a model for autism spectrum disorder.

Conclusions Overall, our results suggest that although NDs develop over time, transcriptional regulation imbalance is present already at very early developmental stages. Therefore, an intervention aimed at this early phenotype may be of high diagnostic value.

Competing Interest Statement

The authors have declared no competing interest.

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 02, 2020.
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Pluripotent stem cell derived models of neurological diseases reveal early transcriptional heterogeneity
Matan Sorek, Walaa Oweis, Malka Nissim-Rafinia, Moria Maman, Shahar Simon, Cynthia C. Hession, Xian Adiconis, Sean K. Simmons, Neville Sanjana, Xi Shi, Congyi Lu, Jen Q. Pan, Xiaohong Xu, Mahmoud A. Pouladi, Lisa M. Ellerby, Feng Zhang, Joshua Z. Levin, Eran Meshorer
bioRxiv 2020.12.02.398263; doi: https://doi.org/10.1101/2020.12.02.398263
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Pluripotent stem cell derived models of neurological diseases reveal early transcriptional heterogeneity
Matan Sorek, Walaa Oweis, Malka Nissim-Rafinia, Moria Maman, Shahar Simon, Cynthia C. Hession, Xian Adiconis, Sean K. Simmons, Neville Sanjana, Xi Shi, Congyi Lu, Jen Q. Pan, Xiaohong Xu, Mahmoud A. Pouladi, Lisa M. Ellerby, Feng Zhang, Joshua Z. Levin, Eran Meshorer
bioRxiv 2020.12.02.398263; doi: https://doi.org/10.1101/2020.12.02.398263

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