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

Abstract Background Many neurodegenerative diseases develop only later in life, when cells in the nervous system lose their structure or function. In many forms of neurodegenerative diseases, this late-onset phenomenon remains largely unexplained. Results Analyzing single-cell RNA sequencing from Al...

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Main Authors: Matan Sorek, Walaa Oweis, Malka Nissim-Rafinia, Moria Maman, Shahar Simon, Cynthia C. Hession, Xian Adiconis, Sean K. Simmons, Neville E. Sanjana, Xi Shi, Congyi Lu, Jen Q. Pan, Xiaohong Xu, Mahmoud A. Pouladi, Lisa M. Ellerby, Feng Zhang, Joshua Z. Levin, Eran Meshorer
Format: Article
Language:English
Published: BMC 2021-03-01
Series:Genome Biology
Subjects:
Online Access:https://doi.org/10.1186/s13059-021-02301-6
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spelling doaj-ef6b9f08c22b4b3bb7ae4a84695c552b2021-03-11T12:50:09ZengBMCGenome Biology1474-760X2021-03-0122112510.1186/s13059-021-02301-6Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneityMatan Sorek0Walaa Oweis1Malka Nissim-Rafinia2Moria Maman3Shahar Simon4Cynthia C. Hession5Xian Adiconis6Sean K. Simmons7Neville E. Sanjana8Xi Shi9Congyi Lu10Jen Q. Pan11Xiaohong Xu12Mahmoud A. Pouladi13Lisa M. Ellerby14Feng Zhang15Joshua Z. Levin16Eran Meshorer17Department of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemDepartment of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemDepartment of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemDepartment of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemDepartment of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemStanley Center for Psychiatric Research, Broad Institute of MIT and HarvardStanley Center for Psychiatric Research, Broad Institute of MIT and HarvardStanley Center for Psychiatric Research, Broad Institute of MIT and HarvardBroad Institute of MIT and HarvardBroad Institute of MIT and HarvardNew York Genome Center and Department of Biology, New York UniversityStanley Center for Psychiatric Research, Broad Institute of MIT and HarvardDepartment of Neurology and Stroke Center, The First Affiliated Hospital, Jinan UniversityTranslational Laboratory in Genetic Medicine (TLGM), Agency for Science, Technology and Research (A*STAR)Buck Institute for Research on AgingBroad Institute of MIT and HarvardStanley Center for Psychiatric Research, Broad Institute of MIT and HarvardDepartment of Genetics, The Alexander Silberman Institute of Life Sciences, Edmond J. Safra Campus, The Hebrew University of JerusalemAbstract Background Many neurodegenerative diseases develop only later in life, when cells in the nervous system lose their structure or function. In many forms of neurodegenerative diseases, this late-onset phenomenon remains largely unexplained. Results Analyzing single-cell RNA sequencing from Alzheimer’s disease (AD) and Huntington’s disease (HD) patients, we find increased transcriptional heterogeneity in disease-state neurons. We hypothesize that transcriptional heterogeneity precedes neurodegenerative disease pathologies. To test this idea experimentally, we use juvenile forms (72Q; 180Q) of HD iPSCs, differentiate them into committed neuronal progenitors, and obtain 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 results in increased aggregate formation, a pathology associated with HD. We further validate the increased transcriptional heterogeneity in CHD8+/− cells, a model for autism spectrum disorder. Conclusions Overall, our results suggest that although neurodegenerative diseases 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.https://doi.org/10.1186/s13059-021-02301-6Transcriptional heterogeneitySingle cellscRNA-seqNeurological diseasesNeurodegenerative diseasesHuntington’s disease
collection DOAJ
language English
format Article
sources DOAJ
author Matan Sorek
Walaa Oweis
Malka Nissim-Rafinia
Moria Maman
Shahar Simon
Cynthia C. Hession
Xian Adiconis
Sean K. Simmons
Neville E. Sanjana
Xi Shi
Congyi Lu
Jen Q. Pan
Xiaohong Xu
Mahmoud A. Pouladi
Lisa M. Ellerby
Feng Zhang
Joshua Z. Levin
Eran Meshorer
spellingShingle Matan Sorek
Walaa Oweis
Malka Nissim-Rafinia
Moria Maman
Shahar Simon
Cynthia C. Hession
Xian Adiconis
Sean K. Simmons
Neville E. Sanjana
Xi Shi
Congyi Lu
Jen Q. Pan
Xiaohong Xu
Mahmoud A. Pouladi
Lisa M. Ellerby
Feng Zhang
Joshua Z. Levin
Eran Meshorer
Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
Genome Biology
Transcriptional heterogeneity
Single cell
scRNA-seq
Neurological diseases
Neurodegenerative diseases
Huntington’s disease
author_facet Matan Sorek
Walaa Oweis
Malka Nissim-Rafinia
Moria Maman
Shahar Simon
Cynthia C. Hession
Xian Adiconis
Sean K. Simmons
Neville E. Sanjana
Xi Shi
Congyi Lu
Jen Q. Pan
Xiaohong Xu
Mahmoud A. Pouladi
Lisa M. Ellerby
Feng Zhang
Joshua Z. Levin
Eran Meshorer
author_sort Matan Sorek
title Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
title_short Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
title_full Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
title_fullStr Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
title_full_unstemmed Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
title_sort pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
publisher BMC
series Genome Biology
issn 1474-760X
publishDate 2021-03-01
description Abstract Background Many neurodegenerative diseases develop only later in life, when cells in the nervous system lose their structure or function. In many forms of neurodegenerative diseases, this late-onset phenomenon remains largely unexplained. Results Analyzing single-cell RNA sequencing from Alzheimer’s disease (AD) and Huntington’s disease (HD) patients, we find increased transcriptional heterogeneity in disease-state neurons. We hypothesize that transcriptional heterogeneity precedes neurodegenerative disease pathologies. To test this idea experimentally, we use juvenile forms (72Q; 180Q) of HD iPSCs, differentiate them into committed neuronal progenitors, and obtain 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 results in increased aggregate formation, a pathology associated with HD. We further validate the increased transcriptional heterogeneity in CHD8+/− cells, a model for autism spectrum disorder. Conclusions Overall, our results suggest that although neurodegenerative diseases 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.
topic Transcriptional heterogeneity
Single cell
scRNA-seq
Neurological diseases
Neurodegenerative diseases
Huntington’s disease
url https://doi.org/10.1186/s13059-021-02301-6
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