Alternative splicing and gene co-expression network-based analysis of dizygotic twins with autism-spectrum disorder and their parents
Autism spectrum disorder (ASD) is a neurodevelopmental disorder with high heritability, however, understanding the complexity of the underlying genetic basis has proven to be a challenging task. We hypothesized that dissecting the aberrations in alternative splicing (AS) and their effects on express...
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Veröffentlicht in: | Genomics (San Diego, Calif.) Calif.), 2021-07, Vol.113 (4), p.2561-2571 |
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creator | Okay, Kaan Varış, Pelin Ünal Miral, Süha Ekinci, Burcu Yaraş, Tutku Karakülah, Gökhan Oktay, Yavuz |
description | Autism spectrum disorder (ASD) is a neurodevelopmental disorder with high heritability, however, understanding the complexity of the underlying genetic basis has proven to be a challenging task. We hypothesized that dissecting the aberrations in alternative splicing (AS) and their effects on expression networks might provide insight. Therefore, we performed AS and co-expression analyses of total RNA isolated from Peripheral Blood Mononuclear Cells (PBMCs) of two pairs of dizygotic (DZ) twins with non-syndromic autism and their parents. We identified 183 differential AS events in 146 genes, seven of them being Simons Foundation Autism Research Initiative (SFARI) Category 1–3 genes, three of which had previously been reported to be alternatively spliced in ASD post-mortem brains. Gene co-expression analysis identified 7 modules with 513 genes, 5 of which were SFARI Category 1 or Category 2 genes. Among differentially AS genes within the modules, ZNF322 and NR4A1 could be potentially interesting targets for further investigations.
•Differentially alternatively spliced and their co-expressed genes are enriched with SFARI Category 1–3 genes.•Combinatorial analysis of alternative splicing in blood is a promising approach to ASD diagnosis and/or screening.•Dizygotic twin-based family design provides unique advantages for identification of disease-relevant splicing events. |
doi_str_mv | 10.1016/j.ygeno.2021.05.038 |
format | Article |
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•Differentially alternatively spliced and their co-expressed genes are enriched with SFARI Category 1–3 genes.•Combinatorial analysis of alternative splicing in blood is a promising approach to ASD diagnosis and/or screening.•Dizygotic twin-based family design provides unique advantages for identification of disease-relevant splicing events.</description><identifier>ISSN: 0888-7543</identifier><identifier>EISSN: 1089-8646</identifier><identifier>DOI: 10.1016/j.ygeno.2021.05.038</identifier><identifier>PMID: 34087420</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Alternative Splicing ; Autism ; Autism spectrum disorder ; Autism Spectrum Disorder - genetics ; Autistic Disorder - genetics ; Co-expression networks ; Humans ; Leukocytes, Mononuclear ; Parents ; RNA-sequencing ; Twin ; Twins, Dizygotic - genetics ; Twins, Monozygotic - genetics</subject><ispartof>Genomics (San Diego, Calif.), 2021-07, Vol.113 (4), p.2561-2571</ispartof><rights>2021 Elsevier Inc.</rights><rights>Copyright © 2021 Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c404t-7992af187c2fb6b6ccf25c7fc3ca63f648d9c41c0a6e5017e6a5ead0faa4e6923</citedby><cites>FETCH-LOGICAL-c404t-7992af187c2fb6b6ccf25c7fc3ca63f648d9c41c0a6e5017e6a5ead0faa4e6923</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ygeno.2021.05.038$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34087420$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Okay, Kaan</creatorcontrib><creatorcontrib>Varış, Pelin Ünal</creatorcontrib><creatorcontrib>Miral, Süha</creatorcontrib><creatorcontrib>Ekinci, Burcu</creatorcontrib><creatorcontrib>Yaraş, Tutku</creatorcontrib><creatorcontrib>Karakülah, Gökhan</creatorcontrib><creatorcontrib>Oktay, Yavuz</creatorcontrib><title>Alternative splicing and gene co-expression network-based analysis of dizygotic twins with autism-spectrum disorder and their parents</title><title>Genomics (San Diego, Calif.)</title><addtitle>Genomics</addtitle><description>Autism spectrum disorder (ASD) is a neurodevelopmental disorder with high heritability, however, understanding the complexity of the underlying genetic basis has proven to be a challenging task. We hypothesized that dissecting the aberrations in alternative splicing (AS) and their effects on expression networks might provide insight. Therefore, we performed AS and co-expression analyses of total RNA isolated from Peripheral Blood Mononuclear Cells (PBMCs) of two pairs of dizygotic (DZ) twins with non-syndromic autism and their parents. We identified 183 differential AS events in 146 genes, seven of them being Simons Foundation Autism Research Initiative (SFARI) Category 1–3 genes, three of which had previously been reported to be alternatively spliced in ASD post-mortem brains. Gene co-expression analysis identified 7 modules with 513 genes, 5 of which were SFARI Category 1 or Category 2 genes. Among differentially AS genes within the modules, ZNF322 and NR4A1 could be potentially interesting targets for further investigations.
•Differentially alternatively spliced and their co-expressed genes are enriched with SFARI Category 1–3 genes.•Combinatorial analysis of alternative splicing in blood is a promising approach to ASD diagnosis and/or screening.•Dizygotic twin-based family design provides unique advantages for identification of disease-relevant splicing events.</description><subject>Alternative Splicing</subject><subject>Autism</subject><subject>Autism spectrum disorder</subject><subject>Autism Spectrum Disorder - genetics</subject><subject>Autistic Disorder - genetics</subject><subject>Co-expression networks</subject><subject>Humans</subject><subject>Leukocytes, Mononuclear</subject><subject>Parents</subject><subject>RNA-sequencing</subject><subject>Twin</subject><subject>Twins, Dizygotic - genetics</subject><subject>Twins, Monozygotic - genetics</subject><issn>0888-7543</issn><issn>1089-8646</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kMFu1DAURS0EotPCFyAhL9kk2LHjOAsWVQUUqRIbWFse-2XqIbGDn9PpsOe_STuFJau3OfdevUPIG85qzrh6v6-PO4ipbljDa9bWTOhnZMOZ7iutpHpONkxrXXWtFGfkHHHPGOuFbl6SMyGZ7mTDNuT35VggR1vCHVCcx-BC3FEbPV27gbpUwf2cATGkSCOUQ8o_qq1F8CtkxyMGpGmgPvw67lIJjpZDiEgPodxSu5SAU4UzuJKXaYUwZQ_5sb7cQsh0thliwVfkxWBHhNdP94J8__Tx29V1dfP185ery5vKSSZL1fV9YweuO9cMW7VVzg1N67rBCWeVGJTUvneSO2YVtIx3oGwL1rPBWgmqb8QFeXfqnXP6uQAWMwV0MI42QlrQNK3olGh516-oOKEuJ8QMg5lzmGw-Gs7Mg3-zN4_-zYN_w1qz-l9Tb58Glu0E_l_mr_AV-HACYH3zLkA26AJEBz7kVZPxKfx34A_i4ZxF</recordid><startdate>202107</startdate><enddate>202107</enddate><creator>Okay, Kaan</creator><creator>Varış, Pelin Ünal</creator><creator>Miral, Süha</creator><creator>Ekinci, Burcu</creator><creator>Yaraş, Tutku</creator><creator>Karakülah, Gökhan</creator><creator>Oktay, Yavuz</creator><general>Elsevier Inc</general><scope>6I.</scope><scope>AAFTH</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>7X8</scope></search><sort><creationdate>202107</creationdate><title>Alternative splicing and gene co-expression network-based analysis of dizygotic twins with autism-spectrum disorder and their parents</title><author>Okay, Kaan ; Varış, Pelin Ünal ; Miral, Süha ; Ekinci, Burcu ; Yaraş, Tutku ; Karakülah, Gökhan ; Oktay, Yavuz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c404t-7992af187c2fb6b6ccf25c7fc3ca63f648d9c41c0a6e5017e6a5ead0faa4e6923</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Alternative Splicing</topic><topic>Autism</topic><topic>Autism spectrum disorder</topic><topic>Autism Spectrum Disorder - genetics</topic><topic>Autistic Disorder - genetics</topic><topic>Co-expression networks</topic><topic>Humans</topic><topic>Leukocytes, Mononuclear</topic><topic>Parents</topic><topic>RNA-sequencing</topic><topic>Twin</topic><topic>Twins, Dizygotic - genetics</topic><topic>Twins, Monozygotic - genetics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Okay, Kaan</creatorcontrib><creatorcontrib>Varış, Pelin Ünal</creatorcontrib><creatorcontrib>Miral, Süha</creatorcontrib><creatorcontrib>Ekinci, Burcu</creatorcontrib><creatorcontrib>Yaraş, Tutku</creatorcontrib><creatorcontrib>Karakülah, Gökhan</creatorcontrib><creatorcontrib>Oktay, Yavuz</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Genomics (San Diego, Calif.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Okay, Kaan</au><au>Varış, Pelin Ünal</au><au>Miral, Süha</au><au>Ekinci, Burcu</au><au>Yaraş, Tutku</au><au>Karakülah, Gökhan</au><au>Oktay, Yavuz</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Alternative splicing and gene co-expression network-based analysis of dizygotic twins with autism-spectrum disorder and their parents</atitle><jtitle>Genomics (San Diego, Calif.)</jtitle><addtitle>Genomics</addtitle><date>2021-07</date><risdate>2021</risdate><volume>113</volume><issue>4</issue><spage>2561</spage><epage>2571</epage><pages>2561-2571</pages><issn>0888-7543</issn><eissn>1089-8646</eissn><abstract>Autism spectrum disorder (ASD) is a neurodevelopmental disorder with high heritability, however, understanding the complexity of the underlying genetic basis has proven to be a challenging task. We hypothesized that dissecting the aberrations in alternative splicing (AS) and their effects on expression networks might provide insight. Therefore, we performed AS and co-expression analyses of total RNA isolated from Peripheral Blood Mononuclear Cells (PBMCs) of two pairs of dizygotic (DZ) twins with non-syndromic autism and their parents. We identified 183 differential AS events in 146 genes, seven of them being Simons Foundation Autism Research Initiative (SFARI) Category 1–3 genes, three of which had previously been reported to be alternatively spliced in ASD post-mortem brains. Gene co-expression analysis identified 7 modules with 513 genes, 5 of which were SFARI Category 1 or Category 2 genes. Among differentially AS genes within the modules, ZNF322 and NR4A1 could be potentially interesting targets for further investigations.
•Differentially alternatively spliced and their co-expressed genes are enriched with SFARI Category 1–3 genes.•Combinatorial analysis of alternative splicing in blood is a promising approach to ASD diagnosis and/or screening.•Dizygotic twin-based family design provides unique advantages for identification of disease-relevant splicing events.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>34087420</pmid><doi>10.1016/j.ygeno.2021.05.038</doi><tpages>11</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Alternative Splicing Autism Autism spectrum disorder Autism Spectrum Disorder - genetics Autistic Disorder - genetics Co-expression networks Humans Leukocytes, Mononuclear Parents RNA-sequencing Twin Twins, Dizygotic - genetics Twins, Monozygotic - genetics |
title | Alternative splicing and gene co-expression network-based analysis of dizygotic twins with autism-spectrum disorder and their parents |
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