CHD8 regulates neurodevelopmental pathways associated with autism spectrum disorder in neural progenitors
Truncating mutations of chromodomain helicase DNA-binding protein 8 ( CHD8 ), and of many other genes with diverse functions, are strong-effect risk factors for autism spectrum disorder (ASD), suggesting multiple mechanisms of pathogenesis. We explored the transcriptional networks that CHD8 regulate...
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creator | Sugathan, Aarathi Biagioli, Marta Golzio, Christelle Erdin, Serkan Blumenthal, Ian Manavalan, Poornima Ragavendran, Ashok Brand, Harrison Lucente, Diane Miles, Judith Sheridan, Steven D Stortchevoi, Alexei Kellis, Manolis Haggarty, Stephen J Katsanis, Nicholas Gusella, James F Talkowski, Michael E |
description | Truncating mutations of chromodomain helicase DNA-binding protein 8 ( CHD8 ), and of many other genes with diverse functions, are strong-effect risk factors for autism spectrum disorder (ASD), suggesting multiple mechanisms of pathogenesis. We explored the transcriptional networks that CHD8 regulates in neural progenitor cells (NPCs) by reducing its expression and then integrating transcriptome sequencing (RNA sequencing) with genome-wide CHD8 binding (ChIP sequencing). Suppressing CHD8 to levels comparable with the loss of a single allele caused altered expression of 1,756 genes, 64.9% of which were up-regulated. CHD8 showed widespread binding to chromatin, with 7,324 replicated sites that marked 5,658 genes. Integration of these data suggests that a limited array of direct regulatory effects of CHD8 produced a much larger network of secondary expression changes. Genes indirectly down-regulated (i.e., without CHD8-binding sites) reflect pathways involved in brain development, including synapse formation, neuron differentiation, cell adhesion, and axon guidance, whereas CHD8-bound genes are strongly associated with chromatin modification and transcriptional regulation. Genes associated with ASD were strongly enriched among indirectly down-regulated loci ( P < 10 ⁻⁸) and CHD8-bound genes ( P = 0.0043), which align with previously identified coexpression modules during fetal development. We also find an intriguing enrichment of cancer-related gene sets among CHD8-bound genes ( P < 10 ⁻¹⁰). In vivo suppression of chd8 in zebrafish produced macrocephaly comparable to that of humans with inactivating mutations. These data indicate that heterozygous disruption of CHD8 precipitates a network of gene-expression changes involved in neurodevelopmental pathways in which many ASD-associated genes may converge on shared mechanisms of pathogenesis.
Significance Truncating mutation of chromodomain helicase DNA-binding protein 8 ( CHD8 ) represents one of the strongest known risk factors for autism spectrum disorder (ASD). We mimicked the effects of such heterozygous loss-of-function mutations in neural progenitor cells and integrated RNA sequencing with genome-wide delineation of CHD8 binding. Our results reveal that the molecular mechanism by which CHD8 alters neurodevelopmental pathways may involve both direct and indirect effects, the latter involving down-regulation following CHD8 suppression. We also find that chd8 suppression in zebrafish results in macrocephaly, c |
doi_str_mv | 10.1073/pnas.1405266111 |
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fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_proquest_journals_1616517359</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3472150511</sourcerecordid><originalsourceid>FETCH-LOGICAL-c503t-7b2eb4c9090ce069c01d5d382bad446810541f917d71d0f25cdd113d32c4ea0a3</originalsourceid><addsrcrecordid>eNqNkc1v1DAQxS0EosvCmRtE4sIl7Yw_kviChJZCkSpxgJ4tr-3sukriYCet-t_jsMvyceLkw_ze87x5hLxEOEeo2cU46HSOHAStKkR8RFYIEsuKS3hMVgC0LhtO-Rl5ltItAEjRwFNyRgWVXDK6In5z9aEpotvNnZ5cKgY3x2DdnevC2Lth0l0x6ml_rx9SoVMKxmfMFvd-2hd6nnzqizQ6M8W5L6xPIVoXCz_89Fm0Mezc4KcQ03PypNVdci-O75rcfLz8trkqr798-rx5f10aAWwq6y11W24kSDAOKmkArbCsoVttOa8aBMGxlVjbGi20VBhrEZll1HCnQbM1eXfwHedt76zJIfImaoy-1_FBBe3V35PB79Uu3ClOERjSbPD2aBDD99mlSfU-Gdd1enBhTgorWssGhIT_QFHUXCzGa_LmH_Q2zHHIl1ioSmDNhMzUxYEyMaQUXXvaG0EtjaulcfW78ax49WfcE_-r4gwUR2BRnuwQc2B1uZw0I68PSKuD0rvok7r5SgErgPwTFQ37ARZYvM4</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1616517359</pqid></control><display><type>article</type><title>CHD8 regulates neurodevelopmental pathways associated with autism spectrum disorder in neural progenitors</title><source>MEDLINE</source><source>JSTOR Archive Collection A-Z Listing</source><source>PubMed Central</source><source>Alma/SFX Local Collection</source><source>Free Full-Text Journals in Chemistry</source><creator>Sugathan, Aarathi ; Biagioli, Marta ; Golzio, Christelle ; Erdin, Serkan ; Blumenthal, Ian ; Manavalan, Poornima ; Ragavendran, Ashok ; Brand, Harrison ; Lucente, Diane ; Miles, Judith ; Sheridan, Steven D ; Stortchevoi, Alexei ; Kellis, Manolis ; Haggarty, Stephen J ; Katsanis, Nicholas ; Gusella, James F ; Talkowski, Michael E</creator><creatorcontrib>Sugathan, Aarathi ; Biagioli, Marta ; Golzio, Christelle ; Erdin, Serkan ; Blumenthal, Ian ; Manavalan, Poornima ; Ragavendran, Ashok ; Brand, Harrison ; Lucente, Diane ; Miles, Judith ; Sheridan, Steven D ; Stortchevoi, Alexei ; Kellis, Manolis ; Haggarty, Stephen J ; Katsanis, Nicholas ; Gusella, James F ; Talkowski, Michael E</creatorcontrib><description>Truncating mutations of chromodomain helicase DNA-binding protein 8 ( CHD8 ), and of many other genes with diverse functions, are strong-effect risk factors for autism spectrum disorder (ASD), suggesting multiple mechanisms of pathogenesis. We explored the transcriptional networks that CHD8 regulates in neural progenitor cells (NPCs) by reducing its expression and then integrating transcriptome sequencing (RNA sequencing) with genome-wide CHD8 binding (ChIP sequencing). Suppressing CHD8 to levels comparable with the loss of a single allele caused altered expression of 1,756 genes, 64.9% of which were up-regulated. CHD8 showed widespread binding to chromatin, with 7,324 replicated sites that marked 5,658 genes. Integration of these data suggests that a limited array of direct regulatory effects of CHD8 produced a much larger network of secondary expression changes. Genes indirectly down-regulated (i.e., without CHD8-binding sites) reflect pathways involved in brain development, including synapse formation, neuron differentiation, cell adhesion, and axon guidance, whereas CHD8-bound genes are strongly associated with chromatin modification and transcriptional regulation. Genes associated with ASD were strongly enriched among indirectly down-regulated loci ( P < 10 ⁻⁸) and CHD8-bound genes ( P = 0.0043), which align with previously identified coexpression modules during fetal development. We also find an intriguing enrichment of cancer-related gene sets among CHD8-bound genes ( P < 10 ⁻¹⁰). In vivo suppression of chd8 in zebrafish produced macrocephaly comparable to that of humans with inactivating mutations. These data indicate that heterozygous disruption of CHD8 precipitates a network of gene-expression changes involved in neurodevelopmental pathways in which many ASD-associated genes may converge on shared mechanisms of pathogenesis.
Significance Truncating mutation of chromodomain helicase DNA-binding protein 8 ( CHD8 ) represents one of the strongest known risk factors for autism spectrum disorder (ASD). We mimicked the effects of such heterozygous loss-of-function mutations in neural progenitor cells and integrated RNA sequencing with genome-wide delineation of CHD8 binding. Our results reveal that the molecular mechanism by which CHD8 alters neurodevelopmental pathways may involve both direct and indirect effects, the latter involving down-regulation following CHD8 suppression. We also find that chd8 suppression in zebrafish results in macrocephaly, consistent with observations in patients harboring loss-of-function mutations. We show that reduced expression of CHD8 impacts a variety of other functionally distinct ASD-associated genes, suggesting that the diverse functions of ASD risk factors may constitute multiple means of triggering a smaller number of final common pathways.</description><identifier>ISSN: 0027-8424</identifier><identifier>EISSN: 1091-6490</identifier><identifier>DOI: 10.1073/pnas.1405266111</identifier><identifier>PMID: 25294932</identifier><language>eng</language><publisher>United States: National Academy of Sciences</publisher><subject>Animals ; Autism ; Axons - metabolism ; Binding Sites ; Biological Sciences ; Cell adhesion & migration ; Child Development Disorders, Pervasive - genetics ; Child Development Disorders, Pervasive - metabolism ; Chromatin - metabolism ; Danio rerio ; Deoxyribonucleic acid ; DNA ; DNA Helicases - metabolism ; DNA-Binding Proteins - genetics ; DNA-Binding Proteins - physiology ; Gene Expression Profiling ; Gene Expression Regulation, Developmental ; Gene Expression Regulation, Neoplastic ; Gene Regulatory Networks ; Genes ; Genome ; Heterozygote ; Humans ; Megalencephaly - metabolism ; Mutation ; Neoplasms - metabolism ; Neural Stem Cells - physiology ; Neurons - metabolism ; Pathogenesis ; PNAS Plus ; Protein Binding ; Risk Factors ; Sequence Analysis, RNA ; Software ; Transcription Factors - genetics ; Transcription Factors - physiology ; Zebrafish ; Zebrafish Proteins - genetics ; Zebrafish Proteins - physiology</subject><ispartof>Proceedings of the National Academy of Sciences - PNAS, 2014-10, Vol.111 (42), p.E4468-E4477</ispartof><rights>Copyright National Academy of Sciences Oct 21, 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c503t-7b2eb4c9090ce069c01d5d382bad446810541f917d71d0f25cdd113d32c4ea0a3</citedby><cites>FETCH-LOGICAL-c503t-7b2eb4c9090ce069c01d5d382bad446810541f917d71d0f25cdd113d32c4ea0a3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.pnas.org/content/111/42.cover.gif</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4210312/pdf/$$EPDF$$P50$$Gpubmedcentral$$H</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4210312/$$EHTML$$P50$$Gpubmedcentral$$H</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25294932$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sugathan, Aarathi</creatorcontrib><creatorcontrib>Biagioli, Marta</creatorcontrib><creatorcontrib>Golzio, Christelle</creatorcontrib><creatorcontrib>Erdin, Serkan</creatorcontrib><creatorcontrib>Blumenthal, Ian</creatorcontrib><creatorcontrib>Manavalan, Poornima</creatorcontrib><creatorcontrib>Ragavendran, Ashok</creatorcontrib><creatorcontrib>Brand, Harrison</creatorcontrib><creatorcontrib>Lucente, Diane</creatorcontrib><creatorcontrib>Miles, Judith</creatorcontrib><creatorcontrib>Sheridan, Steven D</creatorcontrib><creatorcontrib>Stortchevoi, Alexei</creatorcontrib><creatorcontrib>Kellis, Manolis</creatorcontrib><creatorcontrib>Haggarty, Stephen J</creatorcontrib><creatorcontrib>Katsanis, Nicholas</creatorcontrib><creatorcontrib>Gusella, James F</creatorcontrib><creatorcontrib>Talkowski, Michael E</creatorcontrib><title>CHD8 regulates neurodevelopmental pathways associated with autism spectrum disorder in neural progenitors</title><title>Proceedings of the National Academy of Sciences - PNAS</title><addtitle>Proc Natl Acad Sci U S A</addtitle><description>Truncating mutations of chromodomain helicase DNA-binding protein 8 ( CHD8 ), and of many other genes with diverse functions, are strong-effect risk factors for autism spectrum disorder (ASD), suggesting multiple mechanisms of pathogenesis. We explored the transcriptional networks that CHD8 regulates in neural progenitor cells (NPCs) by reducing its expression and then integrating transcriptome sequencing (RNA sequencing) with genome-wide CHD8 binding (ChIP sequencing). Suppressing CHD8 to levels comparable with the loss of a single allele caused altered expression of 1,756 genes, 64.9% of which were up-regulated. CHD8 showed widespread binding to chromatin, with 7,324 replicated sites that marked 5,658 genes. Integration of these data suggests that a limited array of direct regulatory effects of CHD8 produced a much larger network of secondary expression changes. Genes indirectly down-regulated (i.e., without CHD8-binding sites) reflect pathways involved in brain development, including synapse formation, neuron differentiation, cell adhesion, and axon guidance, whereas CHD8-bound genes are strongly associated with chromatin modification and transcriptional regulation. Genes associated with ASD were strongly enriched among indirectly down-regulated loci ( P < 10 ⁻⁸) and CHD8-bound genes ( P = 0.0043), which align with previously identified coexpression modules during fetal development. We also find an intriguing enrichment of cancer-related gene sets among CHD8-bound genes ( P < 10 ⁻¹⁰). In vivo suppression of chd8 in zebrafish produced macrocephaly comparable to that of humans with inactivating mutations. These data indicate that heterozygous disruption of CHD8 precipitates a network of gene-expression changes involved in neurodevelopmental pathways in which many ASD-associated genes may converge on shared mechanisms of pathogenesis.
Significance Truncating mutation of chromodomain helicase DNA-binding protein 8 ( CHD8 ) represents one of the strongest known risk factors for autism spectrum disorder (ASD). We mimicked the effects of such heterozygous loss-of-function mutations in neural progenitor cells and integrated RNA sequencing with genome-wide delineation of CHD8 binding. Our results reveal that the molecular mechanism by which CHD8 alters neurodevelopmental pathways may involve both direct and indirect effects, the latter involving down-regulation following CHD8 suppression. We also find that chd8 suppression in zebrafish results in macrocephaly, consistent with observations in patients harboring loss-of-function mutations. We show that reduced expression of CHD8 impacts a variety of other functionally distinct ASD-associated genes, suggesting that the diverse functions of ASD risk factors may constitute multiple means of triggering a smaller number of final common pathways.</description><subject>Animals</subject><subject>Autism</subject><subject>Axons - metabolism</subject><subject>Binding Sites</subject><subject>Biological Sciences</subject><subject>Cell adhesion & migration</subject><subject>Child Development Disorders, Pervasive - genetics</subject><subject>Child Development Disorders, Pervasive - metabolism</subject><subject>Chromatin - metabolism</subject><subject>Danio rerio</subject><subject>Deoxyribonucleic acid</subject><subject>DNA</subject><subject>DNA Helicases - metabolism</subject><subject>DNA-Binding Proteins - genetics</subject><subject>DNA-Binding Proteins - physiology</subject><subject>Gene Expression Profiling</subject><subject>Gene Expression Regulation, Developmental</subject><subject>Gene Expression Regulation, Neoplastic</subject><subject>Gene Regulatory Networks</subject><subject>Genes</subject><subject>Genome</subject><subject>Heterozygote</subject><subject>Humans</subject><subject>Megalencephaly - metabolism</subject><subject>Mutation</subject><subject>Neoplasms - metabolism</subject><subject>Neural Stem Cells - physiology</subject><subject>Neurons - metabolism</subject><subject>Pathogenesis</subject><subject>PNAS Plus</subject><subject>Protein Binding</subject><subject>Risk Factors</subject><subject>Sequence Analysis, RNA</subject><subject>Software</subject><subject>Transcription Factors - genetics</subject><subject>Transcription Factors - physiology</subject><subject>Zebrafish</subject><subject>Zebrafish Proteins - genetics</subject><subject>Zebrafish Proteins - physiology</subject><issn>0027-8424</issn><issn>1091-6490</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkc1v1DAQxS0EosvCmRtE4sIl7Yw_kviChJZCkSpxgJ4tr-3sukriYCet-t_jsMvyceLkw_ze87x5hLxEOEeo2cU46HSOHAStKkR8RFYIEsuKS3hMVgC0LhtO-Rl5ltItAEjRwFNyRgWVXDK6In5z9aEpotvNnZ5cKgY3x2DdnevC2Lth0l0x6ml_rx9SoVMKxmfMFvd-2hd6nnzqizQ6M8W5L6xPIVoXCz_89Fm0Mezc4KcQ03PypNVdci-O75rcfLz8trkqr798-rx5f10aAWwq6y11W24kSDAOKmkArbCsoVttOa8aBMGxlVjbGi20VBhrEZll1HCnQbM1eXfwHedt76zJIfImaoy-1_FBBe3V35PB79Uu3ClOERjSbPD2aBDD99mlSfU-Gdd1enBhTgorWssGhIT_QFHUXCzGa_LmH_Q2zHHIl1ioSmDNhMzUxYEyMaQUXXvaG0EtjaulcfW78ax49WfcE_-r4gwUR2BRnuwQc2B1uZw0I68PSKuD0rvok7r5SgErgPwTFQ37ARZYvM4</recordid><startdate>20141021</startdate><enddate>20141021</enddate><creator>Sugathan, Aarathi</creator><creator>Biagioli, Marta</creator><creator>Golzio, Christelle</creator><creator>Erdin, Serkan</creator><creator>Blumenthal, Ian</creator><creator>Manavalan, Poornima</creator><creator>Ragavendran, Ashok</creator><creator>Brand, Harrison</creator><creator>Lucente, Diane</creator><creator>Miles, Judith</creator><creator>Sheridan, Steven D</creator><creator>Stortchevoi, Alexei</creator><creator>Kellis, Manolis</creator><creator>Haggarty, Stephen J</creator><creator>Katsanis, Nicholas</creator><creator>Gusella, James F</creator><creator>Talkowski, Michael E</creator><general>National Academy of Sciences</general><general>National Acad Sciences</general><scope>FBQ</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7QR</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>F1W</scope><scope>H95</scope><scope>L.G</scope><scope>5PM</scope></search><sort><creationdate>20141021</creationdate><title>CHD8 regulates neurodevelopmental pathways associated with autism spectrum disorder in neural progenitors</title><author>Sugathan, Aarathi ; Biagioli, Marta ; Golzio, Christelle ; Erdin, Serkan ; Blumenthal, Ian ; Manavalan, Poornima ; Ragavendran, Ashok ; Brand, Harrison ; Lucente, Diane ; Miles, Judith ; Sheridan, Steven D ; Stortchevoi, Alexei ; Kellis, Manolis ; Haggarty, Stephen J ; Katsanis, Nicholas ; Gusella, James F ; Talkowski, Michael E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c503t-7b2eb4c9090ce069c01d5d382bad446810541f917d71d0f25cdd113d32c4ea0a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Animals</topic><topic>Autism</topic><topic>Axons - 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PNAS</jtitle><addtitle>Proc Natl Acad Sci U S A</addtitle><date>2014-10-21</date><risdate>2014</risdate><volume>111</volume><issue>42</issue><spage>E4468</spage><epage>E4477</epage><pages>E4468-E4477</pages><issn>0027-8424</issn><eissn>1091-6490</eissn><abstract>Truncating mutations of chromodomain helicase DNA-binding protein 8 ( CHD8 ), and of many other genes with diverse functions, are strong-effect risk factors for autism spectrum disorder (ASD), suggesting multiple mechanisms of pathogenesis. We explored the transcriptional networks that CHD8 regulates in neural progenitor cells (NPCs) by reducing its expression and then integrating transcriptome sequencing (RNA sequencing) with genome-wide CHD8 binding (ChIP sequencing). Suppressing CHD8 to levels comparable with the loss of a single allele caused altered expression of 1,756 genes, 64.9% of which were up-regulated. CHD8 showed widespread binding to chromatin, with 7,324 replicated sites that marked 5,658 genes. Integration of these data suggests that a limited array of direct regulatory effects of CHD8 produced a much larger network of secondary expression changes. Genes indirectly down-regulated (i.e., without CHD8-binding sites) reflect pathways involved in brain development, including synapse formation, neuron differentiation, cell adhesion, and axon guidance, whereas CHD8-bound genes are strongly associated with chromatin modification and transcriptional regulation. Genes associated with ASD were strongly enriched among indirectly down-regulated loci ( P < 10 ⁻⁸) and CHD8-bound genes ( P = 0.0043), which align with previously identified coexpression modules during fetal development. We also find an intriguing enrichment of cancer-related gene sets among CHD8-bound genes ( P < 10 ⁻¹⁰). In vivo suppression of chd8 in zebrafish produced macrocephaly comparable to that of humans with inactivating mutations. These data indicate that heterozygous disruption of CHD8 precipitates a network of gene-expression changes involved in neurodevelopmental pathways in which many ASD-associated genes may converge on shared mechanisms of pathogenesis.
Significance Truncating mutation of chromodomain helicase DNA-binding protein 8 ( CHD8 ) represents one of the strongest known risk factors for autism spectrum disorder (ASD). We mimicked the effects of such heterozygous loss-of-function mutations in neural progenitor cells and integrated RNA sequencing with genome-wide delineation of CHD8 binding. Our results reveal that the molecular mechanism by which CHD8 alters neurodevelopmental pathways may involve both direct and indirect effects, the latter involving down-regulation following CHD8 suppression. We also find that chd8 suppression in zebrafish results in macrocephaly, consistent with observations in patients harboring loss-of-function mutations. We show that reduced expression of CHD8 impacts a variety of other functionally distinct ASD-associated genes, suggesting that the diverse functions of ASD risk factors may constitute multiple means of triggering a smaller number of final common pathways.</abstract><cop>United States</cop><pub>National Academy of Sciences</pub><pmid>25294932</pmid><doi>10.1073/pnas.1405266111</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Animals Autism Axons - metabolism Binding Sites Biological Sciences Cell adhesion & migration Child Development Disorders, Pervasive - genetics Child Development Disorders, Pervasive - metabolism Chromatin - metabolism Danio rerio Deoxyribonucleic acid DNA DNA Helicases - metabolism DNA-Binding Proteins - genetics DNA-Binding Proteins - physiology Gene Expression Profiling Gene Expression Regulation, Developmental Gene Expression Regulation, Neoplastic Gene Regulatory Networks Genes Genome Heterozygote Humans Megalencephaly - metabolism Mutation Neoplasms - metabolism Neural Stem Cells - physiology Neurons - metabolism Pathogenesis PNAS Plus Protein Binding Risk Factors Sequence Analysis, RNA Software Transcription Factors - genetics Transcription Factors - physiology Zebrafish Zebrafish Proteins - genetics Zebrafish Proteins - physiology |
title | CHD8 regulates neurodevelopmental pathways associated with autism spectrum disorder in neural progenitors |
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