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Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome
BACKGROUND: Common genetic variation and rare mutations in genes encoding calcium channel subunits have pleiotropic effects on risk for multiple neuropsychiatric disorders, including autism spectrum disorder (ASD) and schizophrenia. To gain further mechanistic insights by extending previous gene exp...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4213483/ https://www.ncbi.nlm.nih.gov/pubmed/25360157 http://dx.doi.org/10.1186/s13073-014-0075-5 |
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author | Tian, Yuan Voineagu, Irina Paşca, Sergiu P Won, Hyejung Chandran, Vijayendran Horvath, Steve Dolmetsch, Ricardo E Geschwind, Daniel H |
author_facet | Tian, Yuan Voineagu, Irina Paşca, Sergiu P Won, Hyejung Chandran, Vijayendran Horvath, Steve Dolmetsch, Ricardo E Geschwind, Daniel H |
author_sort | Tian, Yuan |
collection | PubMed |
description | BACKGROUND: Common genetic variation and rare mutations in genes encoding calcium channel subunits have pleiotropic effects on risk for multiple neuropsychiatric disorders, including autism spectrum disorder (ASD) and schizophrenia. To gain further mechanistic insights by extending previous gene expression data, we constructed co-expression networks in Timothy syndrome (TS), a monogenic condition with high penetrance for ASD, caused by mutations in the L-type calcium channel, Ca(v)1.2. METHODS: To identify patient-specific alterations in transcriptome organization, we conducted a genome-wide weighted co-expression network analysis (WGCNA) on neural progenitors and neurons from multiple lines of induced pluripotent stem cells (iPSC) derived from normal and TS (G406R in CACNA1C) individuals. We employed transcription factor binding site enrichment analysis to assess whether TS associated co-expression changes reflect calcium-dependent co-regulation. RESULTS: We identified reproducible developmental and activity-dependent gene co-expression modules conserved in patient and control cell lines. By comparing cell lines from case and control subjects, we also identified co-expression modules reflecting distinct aspects of TS, including intellectual disability and ASD-related phenotypes. Moreover, by integrating co-expression with transcription factor binding analysis, we showed the TS-associated transcriptional changes were predicted to be co-regulated by calcium-dependent transcriptional regulators, including NFAT, MEF2, CREB, and FOXO, thus providing a mechanism by which altered Ca(2+) signaling in TS patients leads to the observed molecular dysregulation. CONCLUSIONS: We applied WGCNA to construct co-expression networks related to neural development and depolarization in iPSC-derived neural cells from TS and control individuals for the first time. These analyses illustrate how a systems biology approach based on gene networks can yield insights into the molecular mechanisms of neural development and function, and provide clues as to the functional impact of the downstream effects of Ca(2+) signaling dysregulation on transcription. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-014-0075-5) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4213483 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-42134832014-10-31 Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome Tian, Yuan Voineagu, Irina Paşca, Sergiu P Won, Hyejung Chandran, Vijayendran Horvath, Steve Dolmetsch, Ricardo E Geschwind, Daniel H Genome Med Research BACKGROUND: Common genetic variation and rare mutations in genes encoding calcium channel subunits have pleiotropic effects on risk for multiple neuropsychiatric disorders, including autism spectrum disorder (ASD) and schizophrenia. To gain further mechanistic insights by extending previous gene expression data, we constructed co-expression networks in Timothy syndrome (TS), a monogenic condition with high penetrance for ASD, caused by mutations in the L-type calcium channel, Ca(v)1.2. METHODS: To identify patient-specific alterations in transcriptome organization, we conducted a genome-wide weighted co-expression network analysis (WGCNA) on neural progenitors and neurons from multiple lines of induced pluripotent stem cells (iPSC) derived from normal and TS (G406R in CACNA1C) individuals. We employed transcription factor binding site enrichment analysis to assess whether TS associated co-expression changes reflect calcium-dependent co-regulation. RESULTS: We identified reproducible developmental and activity-dependent gene co-expression modules conserved in patient and control cell lines. By comparing cell lines from case and control subjects, we also identified co-expression modules reflecting distinct aspects of TS, including intellectual disability and ASD-related phenotypes. Moreover, by integrating co-expression with transcription factor binding analysis, we showed the TS-associated transcriptional changes were predicted to be co-regulated by calcium-dependent transcriptional regulators, including NFAT, MEF2, CREB, and FOXO, thus providing a mechanism by which altered Ca(2+) signaling in TS patients leads to the observed molecular dysregulation. CONCLUSIONS: We applied WGCNA to construct co-expression networks related to neural development and depolarization in iPSC-derived neural cells from TS and control individuals for the first time. These analyses illustrate how a systems biology approach based on gene networks can yield insights into the molecular mechanisms of neural development and function, and provide clues as to the functional impact of the downstream effects of Ca(2+) signaling dysregulation on transcription. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13073-014-0075-5) contains supplementary material, which is available to authorized users. BioMed Central 2014-10-10 /pmc/articles/PMC4213483/ /pubmed/25360157 http://dx.doi.org/10.1186/s13073-014-0075-5 Text en © Tian et al.; licensee BioMed Central Ltd. 2014 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Tian, Yuan Voineagu, Irina Paşca, Sergiu P Won, Hyejung Chandran, Vijayendran Horvath, Steve Dolmetsch, Ricardo E Geschwind, Daniel H Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome |
title | Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome |
title_full | Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome |
title_fullStr | Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome |
title_full_unstemmed | Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome |
title_short | Alteration in basal and depolarization induced transcriptional network in iPSC derived neurons from Timothy syndrome |
title_sort | alteration in basal and depolarization induced transcriptional network in ipsc derived neurons from timothy syndrome |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4213483/ https://www.ncbi.nlm.nih.gov/pubmed/25360157 http://dx.doi.org/10.1186/s13073-014-0075-5 |
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