Please use this identifier to cite or link to this item: https://doi.org/10.1186/s13059-021-02301-6
Title: Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
Authors: Sorek, Matan
Oweis, Walaa
Nissim-Rafinia, Malka
Maman, Moria
Simon, Shahar
Hession, Cynthia C.
Adiconis, Xian
Simmons, Sean K.
Sanjana, Neville E.
Shi, Xi
Lu, Congyi
Pan, Jen Q.
Xu, Xiaohong
Pouladi, Mahmoud A. 
Ellerby, Lisa M.
Zhang, Feng
Levin, Joshua Z.
Meshorer, Eran
Keywords: Huntington’s disease
Neurodegenerative diseases
Neurological diseases
Pluripotent stem cells
scRNA-seq
Single cell
Smart-seq2
Stem cell model
Transcriptional heterogeneity
Issue Date: 4-Mar-2021
Publisher: BioMed Central Ltd
Citation: Sorek, Matan, Oweis, Walaa, Nissim-Rafinia, Malka, Maman, Moria, Simon, Shahar, Hession, Cynthia C., Adiconis, Xian, Simmons, Sean K., Sanjana, Neville E., Shi, Xi, Lu, Congyi, Pan, Jen Q., Xu, Xiaohong, Pouladi, Mahmoud A., Ellerby, Lisa M., Zhang, Feng, Levin, Joshua Z., Meshorer, Eran (2021-03-04). Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity. Genome Biology 22 (1) : 73. ScholarBank@NUS Repository. https://doi.org/10.1186/s13059-021-02301-6
Rights: Attribution 4.0 International
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. © 2021, The Author(s).
Source Title: Genome Biology
URI: https://scholarbank.nus.edu.sg/handle/10635/232345
ISSN: 1474-7596
DOI: 10.1186/s13059-021-02301-6
Rights: Attribution 4.0 International
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