In trans variant calling reveals enrichment for compound heterozygous variants in genes involved in neuronal development and growth
Compound heterozygotes occur when different variants at the same locus on both maternal and paternal chromosomes produce a recessive trait. Here we present the tool VarCount for the quantification of variants at the individual level. We used VarCount to characterize compound heterozygous coding vari...
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description | Compound heterozygotes occur when different variants at the same locus on both maternal and paternal chromosomes produce a recessive trait. Here we present the tool VarCount for the quantification of variants at the individual level. We used VarCount to characterize compound heterozygous coding variants in patients with epileptic encephalopathy and in the 1000 Genomes Project participants. The Epi4k data contains variants identified by whole exome sequencing in patients with either Lennox-Gastaut Syndrome (LGS) or infantile spasms (IS), as well as their parents. We queried the Epi4k dataset (264 trios) and the phased 1000 Genomes Project data (2504 participants) for recessive variants. To assess enrichment, transcript counts were compared between the Epi4k and 1000 Genomes Project participants using minor allele frequency (MAF) cutoffs of 0.5 and 1.0%, and including all ancestries or only probands of European ancestry. In the Epi4k participants, we found enrichment for rare, compound heterozygous variants in six genes, including three involved in neuronal growth and development - PRTG (p = 0.00086, 1% MAF, combined ancestries), TNC (p = 0.022, 1% MAF, combined ancestries) and MACF1 (p = 0.0245, 0.5% MAF, EU ancestry). Due to the total number of transcripts considered in these analyses, the enrichment detected was not significant after correction for multiple testing and higher powered or prospective studies are necessary to validate the candidacy of these genes. However, PRTG, TNC and MACF1 are potential novel recessive epilepsy genes and our results highlight that compound heterozygous variants should be considered in sporadic epilepsy. |
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Here we present the tool VarCount for the quantification of variants at the individual level. We used VarCount to characterize compound heterozygous coding variants in patients with epileptic encephalopathy and in the 1000 Genomes Project participants. The Epi4k data contains variants identified by whole exome sequencing in patients with either Lennox-Gastaut Syndrome (LGS) or infantile spasms (IS), as well as their parents. We queried the Epi4k dataset (264 trios) and the phased 1000 Genomes Project data (2504 participants) for recessive variants. To assess enrichment, transcript counts were compared between the Epi4k and 1000 Genomes Project participants using minor allele frequency (MAF) cutoffs of 0.5 and 1.0%, and including all ancestries or only probands of European ancestry. In the Epi4k participants, we found enrichment for rare, compound heterozygous variants in six genes, including three involved in neuronal growth and development - PRTG (p = 0.00086, 1% MAF, combined ancestries), TNC (p = 0.022, 1% MAF, combined ancestries) and MACF1 (p = 0.0245, 0.5% MAF, EU ancestry). Due to the total number of transcripts considered in these analyses, the enrichment detected was not significant after correction for multiple testing and higher powered or prospective studies are necessary to validate the candidacy of these genes. However, PRTG, TNC and MACF1 are potential novel recessive epilepsy genes and our results highlight that compound heterozygous variants should be considered in sporadic epilepsy.</description><identifier>ISSN: 0016-6723</identifier><identifier>ISSN: 1469-5073</identifier><identifier>EISSN: 1469-5073</identifier><identifier>DOI: 10.1017/S0016672319000065</identifier><identifier>PMID: 31190668</identifier><language>eng</language><publisher>England: Cambridge University Press</publisher><subject>Adult ; Alleles ; ancestry ; Annotations ; Chromosomes ; Consortia ; data collection ; Datasets ; Disease ; Encephalopathy ; Enrichment ; Epilepsy ; Epilepsy - genetics ; Epilepsy - metabolism ; Exome ; Female ; Gene frequency ; Gene Frequency - genetics ; Genes ; Genes, Recessive - genetics ; Genetic Predisposition to Disease - genetics ; Genetic Variation - genetics ; Genomes ; growth and development ; Haplotypes ; heterozygosity ; Heterozygote ; Heterozygotes ; Humans ; Infant ; Infant, Newborn ; Infants ; Lennox Gastaut Syndrome - genetics ; Lennox Gastaut Syndrome - metabolism ; loci ; Male ; Membrane Proteins - genetics ; Microfilament Proteins - genetics ; Mutation ; Neural coding ; neurons ; Parents ; Phenotype ; Prospective Studies ; Proteins ; Research Paper ; Seizures ; Sequence Analysis, DNA - methods ; Spasms ; Spasms, Infantile - genetics ; Spasms, Infantile - metabolism ; Tenascin - genetics ; Transcription</subject><ispartof>Genetical research, 2019, Vol.101, p.e8-e8, Article e8</ispartof><rights>2019 This article is published under (https://creativecommons.org/licenses/by/3.0/) (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Cambridge University Press 2019 2019 Cambridge University Press</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c526t-caf34362777b2ad3a172358ddb8cb7101af981182fc09055221db4db1dd5c7b03</citedby><cites>FETCH-LOGICAL-c526t-caf34362777b2ad3a172358ddb8cb7101af981182fc09055221db4db1dd5c7b03</cites><orcidid>0000-0002-6803-4456</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045018/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7045018/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,4009,27902,27903,27904,53769,53771</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31190668$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Cox, Allison J</creatorcontrib><creatorcontrib>Grady, Fillan</creatorcontrib><creatorcontrib>Velez, Gabriel</creatorcontrib><creatorcontrib>Mahajan, Vinit B</creatorcontrib><creatorcontrib>Ferguson, Polly J</creatorcontrib><creatorcontrib>Kitchen, Andrew</creatorcontrib><creatorcontrib>Darbro, Benjamin W</creatorcontrib><creatorcontrib>Bassuk, Alexander G</creatorcontrib><title>In trans variant calling reveals enrichment for compound heterozygous variants in genes involved in neuronal development and growth</title><title>Genetical research</title><addtitle>Genet Res (Camb)</addtitle><description>Compound heterozygotes occur when different variants at the same locus on both maternal and paternal chromosomes produce a recessive trait. Here we present the tool VarCount for the quantification of variants at the individual level. We used VarCount to characterize compound heterozygous coding variants in patients with epileptic encephalopathy and in the 1000 Genomes Project participants. The Epi4k data contains variants identified by whole exome sequencing in patients with either Lennox-Gastaut Syndrome (LGS) or infantile spasms (IS), as well as their parents. We queried the Epi4k dataset (264 trios) and the phased 1000 Genomes Project data (2504 participants) for recessive variants. To assess enrichment, transcript counts were compared between the Epi4k and 1000 Genomes Project participants using minor allele frequency (MAF) cutoffs of 0.5 and 1.0%, and including all ancestries or only probands of European ancestry. In the Epi4k participants, we found enrichment for rare, compound heterozygous variants in six genes, including three involved in neuronal growth and development - PRTG (p = 0.00086, 1% MAF, combined ancestries), TNC (p = 0.022, 1% MAF, combined ancestries) and MACF1 (p = 0.0245, 0.5% MAF, EU ancestry). Due to the total number of transcripts considered in these analyses, the enrichment detected was not significant after correction for multiple testing and higher powered or prospective studies are necessary to validate the candidacy of these genes. However, PRTG, TNC and MACF1 are potential novel recessive epilepsy genes and our results highlight that compound heterozygous variants should be considered in sporadic epilepsy.</description><subject>Adult</subject><subject>Alleles</subject><subject>ancestry</subject><subject>Annotations</subject><subject>Chromosomes</subject><subject>Consortia</subject><subject>data collection</subject><subject>Datasets</subject><subject>Disease</subject><subject>Encephalopathy</subject><subject>Enrichment</subject><subject>Epilepsy</subject><subject>Epilepsy - genetics</subject><subject>Epilepsy - metabolism</subject><subject>Exome</subject><subject>Female</subject><subject>Gene frequency</subject><subject>Gene Frequency - genetics</subject><subject>Genes</subject><subject>Genes, Recessive - genetics</subject><subject>Genetic Predisposition to Disease - genetics</subject><subject>Genetic Variation - genetics</subject><subject>Genomes</subject><subject>growth and development</subject><subject>Haplotypes</subject><subject>heterozygosity</subject><subject>Heterozygote</subject><subject>Heterozygotes</subject><subject>Humans</subject><subject>Infant</subject><subject>Infant, Newborn</subject><subject>Infants</subject><subject>Lennox Gastaut Syndrome - genetics</subject><subject>Lennox Gastaut Syndrome - metabolism</subject><subject>loci</subject><subject>Male</subject><subject>Membrane Proteins - genetics</subject><subject>Microfilament Proteins - genetics</subject><subject>Mutation</subject><subject>Neural coding</subject><subject>neurons</subject><subject>Parents</subject><subject>Phenotype</subject><subject>Prospective Studies</subject><subject>Proteins</subject><subject>Research Paper</subject><subject>Seizures</subject><subject>Sequence Analysis, DNA - methods</subject><subject>Spasms</subject><subject>Spasms, Infantile - genetics</subject><subject>Spasms, Infantile - metabolism</subject><subject>Tenascin - genetics</subject><subject>Transcription</subject><issn>0016-6723</issn><issn>1469-5073</issn><issn>1469-5073</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNqFkstu1TAQhi0EoofCA7BBlth0E_Aljp0NEqq4VKrEAlhbju3kpHLsg52kKtu-OBNajrgs8MaX-f7fM2Mj9JySV5RQ-fozIbRpJOO0JTAa8QDtaN20lSCSP0S7LVxt8RP0pJQr2HKi5GN0wikomkbt0O1FxHM2seDV5NHEGVsTwhgHnP3qTSjYxzza_eQh1KeMbZoOaYkO7_3sc_p-M6TlKC54jHjw0W-LNYXVu-0k-iWnaAJ24BnS4aeZAY8hp-t5_xQ96uEm_-x-PkVf37_7cv6xuvz04eL87WVlBWvmypqe17xhUsqOGccNhcqEcq5TtpPQENO3ilLFektaIgRj1HW166hzwsqO8FP05s73sHSTdxayyCboQx4nk290MqP-MxLHvR7SqiWpBaEKDM7uDXL6tvgy62ks1odgoocuaCZYzVgL7P9RIBVVijJAX_6FXqUlQ7s2irdEtYQLoOgdZXMqJfv-mDclevsN-p_fAJoXvxd8VPx6fv4DfpOyag</recordid><startdate>2019</startdate><enddate>2019</enddate><creator>Cox, Allison J</creator><creator>Grady, Fillan</creator><creator>Velez, Gabriel</creator><creator>Mahajan, Vinit B</creator><creator>Ferguson, Polly J</creator><creator>Kitchen, Andrew</creator><creator>Darbro, Benjamin W</creator><creator>Bassuk, Alexander G</creator><general>Cambridge University 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>3V.</scope><scope>7QL</scope><scope>7SS</scope><scope>7T7</scope><scope>7TK</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>M7N</scope><scope>M7P</scope><scope>MBDVC</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>RC3</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-6803-4456</orcidid></search><sort><creationdate>2019</creationdate><title>In trans variant calling reveals enrichment for compound heterozygous variants in genes involved in neuronal development and growth</title><author>Cox, Allison J ; Grady, Fillan ; Velez, Gabriel ; Mahajan, Vinit B ; Ferguson, Polly J ; Kitchen, Andrew ; Darbro, Benjamin W ; Bassuk, Alexander G</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c526t-caf34362777b2ad3a172358ddb8cb7101af981182fc09055221db4db1dd5c7b03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Adult</topic><topic>Alleles</topic><topic>ancestry</topic><topic>Annotations</topic><topic>Chromosomes</topic><topic>Consortia</topic><topic>data collection</topic><topic>Datasets</topic><topic>Disease</topic><topic>Encephalopathy</topic><topic>Enrichment</topic><topic>Epilepsy</topic><topic>Epilepsy - genetics</topic><topic>Epilepsy - metabolism</topic><topic>Exome</topic><topic>Female</topic><topic>Gene frequency</topic><topic>Gene Frequency - genetics</topic><topic>Genes</topic><topic>Genes, Recessive - genetics</topic><topic>Genetic Predisposition to Disease - genetics</topic><topic>Genetic Variation - genetics</topic><topic>Genomes</topic><topic>growth and development</topic><topic>Haplotypes</topic><topic>heterozygosity</topic><topic>Heterozygote</topic><topic>Heterozygotes</topic><topic>Humans</topic><topic>Infant</topic><topic>Infant, Newborn</topic><topic>Infants</topic><topic>Lennox Gastaut Syndrome - genetics</topic><topic>Lennox Gastaut Syndrome - metabolism</topic><topic>loci</topic><topic>Male</topic><topic>Membrane Proteins - genetics</topic><topic>Microfilament Proteins - genetics</topic><topic>Mutation</topic><topic>Neural coding</topic><topic>neurons</topic><topic>Parents</topic><topic>Phenotype</topic><topic>Prospective Studies</topic><topic>Proteins</topic><topic>Research Paper</topic><topic>Seizures</topic><topic>Sequence Analysis, DNA - methods</topic><topic>Spasms</topic><topic>Spasms, Infantile - genetics</topic><topic>Spasms, Infantile - metabolism</topic><topic>Tenascin - genetics</topic><topic>Transcription</topic><toplevel>online_resources</toplevel><creatorcontrib>Cox, Allison J</creatorcontrib><creatorcontrib>Grady, Fillan</creatorcontrib><creatorcontrib>Velez, Gabriel</creatorcontrib><creatorcontrib>Mahajan, Vinit B</creatorcontrib><creatorcontrib>Ferguson, Polly J</creatorcontrib><creatorcontrib>Kitchen, Andrew</creatorcontrib><creatorcontrib>Darbro, Benjamin W</creatorcontrib><creatorcontrib>Bassuk, Alexander G</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Neurosciences Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Agricultural Science Database</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biological Science Database</collection><collection>Research Library (Corporate)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Genetical research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cox, Allison J</au><au>Grady, Fillan</au><au>Velez, Gabriel</au><au>Mahajan, Vinit B</au><au>Ferguson, Polly J</au><au>Kitchen, Andrew</au><au>Darbro, Benjamin W</au><au>Bassuk, Alexander G</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>In trans variant calling reveals enrichment for compound heterozygous variants in genes involved in neuronal development and growth</atitle><jtitle>Genetical research</jtitle><addtitle>Genet Res (Camb)</addtitle><date>2019</date><risdate>2019</risdate><volume>101</volume><spage>e8</spage><epage>e8</epage><pages>e8-e8</pages><artnum>e8</artnum><issn>0016-6723</issn><issn>1469-5073</issn><eissn>1469-5073</eissn><abstract>Compound heterozygotes occur when different variants at the same locus on both maternal and paternal chromosomes produce a recessive trait. Here we present the tool VarCount for the quantification of variants at the individual level. We used VarCount to characterize compound heterozygous coding variants in patients with epileptic encephalopathy and in the 1000 Genomes Project participants. The Epi4k data contains variants identified by whole exome sequencing in patients with either Lennox-Gastaut Syndrome (LGS) or infantile spasms (IS), as well as their parents. We queried the Epi4k dataset (264 trios) and the phased 1000 Genomes Project data (2504 participants) for recessive variants. To assess enrichment, transcript counts were compared between the Epi4k and 1000 Genomes Project participants using minor allele frequency (MAF) cutoffs of 0.5 and 1.0%, and including all ancestries or only probands of European ancestry. In the Epi4k participants, we found enrichment for rare, compound heterozygous variants in six genes, including three involved in neuronal growth and development - PRTG (p = 0.00086, 1% MAF, combined ancestries), TNC (p = 0.022, 1% MAF, combined ancestries) and MACF1 (p = 0.0245, 0.5% MAF, EU ancestry). Due to the total number of transcripts considered in these analyses, the enrichment detected was not significant after correction for multiple testing and higher powered or prospective studies are necessary to validate the candidacy of these genes. However, PRTG, TNC and MACF1 are potential novel recessive epilepsy genes and our results highlight that compound heterozygous variants should be considered in sporadic epilepsy.</abstract><cop>England</cop><pub>Cambridge University Press</pub><pmid>31190668</pmid><doi>10.1017/S0016672319000065</doi><orcidid>https://orcid.org/0000-0002-6803-4456</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adult Alleles ancestry Annotations Chromosomes Consortia data collection Datasets Disease Encephalopathy Enrichment Epilepsy Epilepsy - genetics Epilepsy - metabolism Exome Female Gene frequency Gene Frequency - genetics Genes Genes, Recessive - genetics Genetic Predisposition to Disease - genetics Genetic Variation - genetics Genomes growth and development Haplotypes heterozygosity Heterozygote Heterozygotes Humans Infant Infant, Newborn Infants Lennox Gastaut Syndrome - genetics Lennox Gastaut Syndrome - metabolism loci Male Membrane Proteins - genetics Microfilament Proteins - genetics Mutation Neural coding neurons Parents Phenotype Prospective Studies Proteins Research Paper Seizures Sequence Analysis, DNA - methods Spasms Spasms, Infantile - genetics Spasms, Infantile - metabolism Tenascin - genetics Transcription |
title | In trans variant calling reveals enrichment for compound heterozygous variants in genes involved in neuronal development and growth |
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