Massively parallel cis-regulatory analysis in the mammalian central nervous system
Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreti...
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Veröffentlicht in: | Genome research 2016-02, Vol.26 (2), p.238-255 |
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description | Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell-derived organoids. |
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Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell-derived organoids.</description><identifier>ISSN: 1088-9051</identifier><identifier>EISSN: 1549-5469</identifier><identifier>DOI: 10.1101/gr.193789.115</identifier><identifier>PMID: 26576614</identifier><language>eng</language><publisher>United States: Cold Spring Harbor Laboratory Press</publisher><subject>Adeno-associated virus ; Animals ; Base Sequence ; Cerebral Cortex - metabolism ; Dependovirus - genetics ; DNA Mutational Analysis ; Epigenesis, Genetic ; Female ; Gene Library ; Genetic Loci ; Genetic Vectors ; Method ; Mice, Inbred C57BL ; Organ Specificity ; Promoter Regions, Genetic ; Retina - metabolism ; Transduction, Genetic</subject><ispartof>Genome research, 2016-02, Vol.26 (2), p.238-255</ispartof><rights>2016 Shen et al.; Published by Cold Spring Harbor Laboratory Press.</rights><rights>2016</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c486t-2c530759ce0fd9fef4dc0c21bacbd09fe66356c4acdc286680fe3451ea695e143</citedby><cites>FETCH-LOGICAL-c486t-2c530759ce0fd9fef4dc0c21bacbd09fe66356c4acdc286680fe3451ea695e143</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728376/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4728376/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26576614$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Shen, Susan Q</creatorcontrib><creatorcontrib>Myers, Connie A</creatorcontrib><creatorcontrib>Hughes, Andrew E O</creatorcontrib><creatorcontrib>Byrne, Leah C</creatorcontrib><creatorcontrib>Flannery, John G</creatorcontrib><creatorcontrib>Corbo, Joseph C</creatorcontrib><title>Massively parallel cis-regulatory analysis in the mammalian central nervous system</title><title>Genome research</title><addtitle>Genome Res</addtitle><description>Cis-regulatory elements (CREs, e.g., promoters and enhancers) regulate gene expression, and variants within CREs can modulate disease risk. Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell-derived organoids.</description><subject>Adeno-associated virus</subject><subject>Animals</subject><subject>Base Sequence</subject><subject>Cerebral Cortex - metabolism</subject><subject>Dependovirus - genetics</subject><subject>DNA Mutational Analysis</subject><subject>Epigenesis, Genetic</subject><subject>Female</subject><subject>Gene Library</subject><subject>Genetic Loci</subject><subject>Genetic Vectors</subject><subject>Method</subject><subject>Mice, Inbred C57BL</subject><subject>Organ Specificity</subject><subject>Promoter Regions, Genetic</subject><subject>Retina - metabolism</subject><subject>Transduction, Genetic</subject><issn>1088-9051</issn><issn>1549-5469</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqNkc1LAzEQxYMoWqtHr5Kjl63JbpJNLoIUv6AiiJ5Dmp1tI9ndmmwL-9-b0ip68zSZyW8eb3gIXVAyoZTQ60WYUFWUUqWWH6AR5UxlnAl1mN5EykwRTk_QaYwfhJCCSXmMTnLBSyEoG6HXZxOj24Af8MoE4z14bF3MAizW3vRdGLBpjR-ii9i1uF8CbkzTGO9Miy20fdrBLYRNt444DrGH5gwd1cZHON_XMXq_v3ubPmazl4en6e0ss0yKPsstL0jJlQVSV6qGmlWW2JzOjZ1XJA2EKLiwzNjK5lIISWooGKdghOJAWTFGNzvd1XreQLU3o1fBNSYMujNO__1p3VIvuo1mZS6LUiSBq71A6D7XEHvduGjBe9NCOkfTUhKe54rJf6AiT-YE4QnNdqgNXYwB6h9HlOhtZHoR9C6y1G75y99n_NDfGRVfXVeUhg</recordid><startdate>20160201</startdate><enddate>20160201</enddate><creator>Shen, Susan Q</creator><creator>Myers, Connie A</creator><creator>Hughes, Andrew E O</creator><creator>Byrne, Leah C</creator><creator>Flannery, John G</creator><creator>Corbo, Joseph C</creator><general>Cold Spring Harbor Laboratory Press</general><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>7X8</scope><scope>7TK</scope><scope>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>5PM</scope></search><sort><creationdate>20160201</creationdate><title>Massively parallel cis-regulatory analysis in the mammalian central nervous system</title><author>Shen, Susan Q ; 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Next-generation sequencing has enabled the rapid generation of genomic data that predict the locations of CREs, but a bottleneck lies in functionally interpreting these data. To address this issue, massively parallel reporter assays (MPRAs) have emerged, in which barcoded reporter libraries are introduced into cells, and the resulting barcoded transcripts are quantified by next-generation sequencing. Thus far, MPRAs have been largely restricted to assaying short CREs in a limited repertoire of cultured cell types. Here, we present two advances that extend the biological relevance and applicability of MPRAs. First, we adapt exome capture technology to instead capture candidate CREs, thereby tiling across the targeted regions and markedly increasing the length of CREs that can be readily assayed. Second, we package the library into adeno-associated virus (AAV), thereby allowing delivery to target organs in vivo. As a proof of concept, we introduce a capture library of about 46,000 constructs, corresponding to roughly 3500 DNase I hypersensitive (DHS) sites, into the mouse retina by ex vivo plasmid electroporation and into the mouse cerebral cortex by in vivo AAV injection. We demonstrate tissue-specific cis-regulatory activity of DHSs and provide examples of high-resolution truncation mutation analysis for multiplex parsing of CREs. Our approach should enable massively parallel functional analysis of a wide range of CREs in any organ or species that can be infected by AAV, such as nonhuman primates and human stem cell-derived organoids.</abstract><cop>United States</cop><pub>Cold Spring Harbor Laboratory Press</pub><pmid>26576614</pmid><doi>10.1101/gr.193789.115</doi><tpages>18</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adeno-associated virus Animals Base Sequence Cerebral Cortex - metabolism Dependovirus - genetics DNA Mutational Analysis Epigenesis, Genetic Female Gene Library Genetic Loci Genetic Vectors Method Mice, Inbred C57BL Organ Specificity Promoter Regions, Genetic Retina - metabolism Transduction, Genetic |
title | Massively parallel cis-regulatory analysis in the mammalian central nervous system |
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