학술논문
Pluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
Document Type
Academic Journal
Author
Source
Genome Biology (Online Edition). March 4, 2021, Vol. 22 Issue 1
Subject
Language
English
Abstract
Author(s): Matan Sorek[sup.1,2], Walaa Oweis[sup.1], Malka Nissim-Rafinia[sup.1], Moria Maman[sup.1], Shahar Simon[sup.1], Cynthia C. Hession[sup.3,4], Xian Adiconis[sup.3,4], Sean K. Simmons[sup.3,4], Neville E. Sanjana[sup.5,6,7], Xi Shi[sup.5], Congyi Lu[sup.7], Jen Q. Pan[sup.3], Xiaohong [...]
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. Keywords: Transcriptional heterogeneity, Single cell, scRNA-seq, Neurological diseases, Neurodegenerative diseases, Huntington's disease, Pluripotent stem cells, Stem cell model, Smart-seq2
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. Keywords: Transcriptional heterogeneity, Single cell, scRNA-seq, Neurological diseases, Neurodegenerative diseases, Huntington's disease, Pluripotent stem cells, Stem cell model, Smart-seq2