Please use this identifier to cite or link to this item: https://doi.org/10.1186/s13059-021-02301-6
DC FieldValue
dc.titlePluripotent stem cell-derived models of neurological diseases reveal early transcriptional heterogeneity
dc.contributor.authorSorek, Matan
dc.contributor.authorOweis, Walaa
dc.contributor.authorNissim-Rafinia, Malka
dc.contributor.authorMaman, Moria
dc.contributor.authorSimon, Shahar
dc.contributor.authorHession, Cynthia C.
dc.contributor.authorAdiconis, Xian
dc.contributor.authorSimmons, Sean K.
dc.contributor.authorSanjana, Neville E.
dc.contributor.authorShi, Xi
dc.contributor.authorLu, Congyi
dc.contributor.authorPan, Jen Q.
dc.contributor.authorXu, Xiaohong
dc.contributor.authorPouladi, Mahmoud A.
dc.contributor.authorEllerby, Lisa M.
dc.contributor.authorZhang, Feng
dc.contributor.authorLevin, Joshua Z.
dc.contributor.authorMeshorer, Eran
dc.date.accessioned2022-10-12T07:58:03Z
dc.date.available2022-10-12T07:58:03Z
dc.date.issued2021-03-04
dc.identifier.citationSorek, 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
dc.identifier.issn1474-7596
dc.identifier.urihttps://scholarbank.nus.edu.sg/handle/10635/232345
dc.description.abstractBackground: 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).
dc.publisherBioMed Central Ltd
dc.rightsAttribution 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.sourceScopus OA2021
dc.subjectHuntington’s disease
dc.subjectNeurodegenerative diseases
dc.subjectNeurological diseases
dc.subjectPluripotent stem cells
dc.subjectscRNA-seq
dc.subjectSingle cell
dc.subjectSmart-seq2
dc.subjectStem cell model
dc.subjectTranscriptional heterogeneity
dc.typeArticle
dc.contributor.departmentPHYSIOLOGY
dc.description.doi10.1186/s13059-021-02301-6
dc.description.sourcetitleGenome Biology
dc.description.volume22
dc.description.issue1
dc.description.page73
Appears in Collections:Staff Publications
Elements

Show simple item record
Files in This Item:
File Description SizeFormatAccess SettingsVersion 
10_1186_s13059-021-02301-6.pdf2.59 MBAdobe PDF

OPEN

NoneView/Download

Google ScholarTM

Check

Altmetric


This item is licensed under a Creative Commons License Creative Commons