Assessing genotype-phenotype associations in three dorsal colour morphs in the meadow spittlebug Philaenus spumarius (L.) (Hemiptera: Aphrophoridae) using genomic and transcriptomic resources
Colour polymorphisms are common among animal species. When combined with genetic and ecological data, these polymorphisms can be excellent systems in which to understand adaptation and the molecular changes underlying phenotypic evolution. The meadow spittlebug, Philaenus spumarius (L.) (Hemiptera,...
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creator | Rodrigues, Ana S B Silva, Sara E Pina-Martins, Francisco Loureiro, João Castro, Mariana Gharbi, Karim Johnson, Kevin P Dietrich, Christopher H Borges, Paulo A V Quartau, José A Jiggins, Chris D Paulo, Octávio S Seabra, Sofia G |
description | Colour polymorphisms are common among animal species. When combined with genetic and ecological data, these polymorphisms can be excellent systems in which to understand adaptation and the molecular changes underlying phenotypic evolution. The meadow spittlebug, Philaenus spumarius (L.) (Hemiptera, Aphrophoridae), a widespread insect species in the Holarctic region, exhibits a striking dorsal colour/pattern balanced polymorphism. Although experimental crosses have revealed the Mendelian inheritance of this trait, its genetic basis remains unknown. In this study we aimed to identify candidate genomic regions associated with the colour balanced polymorphism in this species.
By using restriction site-associated DNA (RAD) sequencing we were able to obtain a set of 1,837 markers across 33 individuals to test for associations with three dorsal colour phenotypes (typicus, marginellus, and trilineatus). Single and multi-association analyses identified a total of 60 SNPs associated with dorsal colour morphs. The genome size of P. spumarius was estimated by flow cytometry, revealing a 5.3 Gb genome, amongst the largest found in insects. A partial genome assembly, representing 24% of the total size, and an 81.4 Mb transcriptome, were also obtained. From the SNPs found to be associated with colour, 35% aligned to the genome and 10% to the transcriptome. Our data suggested that major loci, consisting of multi-genomic regions, may be involved in dorsal colour variation among the three dorsal colour morphs analysed. However, no homology was found between the associated loci and candidate genes known to be responsible for coloration pattern in other insect species. The associated markers showed stronger differentiation of the trilineatus colour phenotype, which has been shown previously to be more differentiated in several life-history and physiological characteristics as well. It is possible that colour variation and these traits are linked in a complex genetic architecture.
The loci detected to have an association with colour and the genomic and transcriptomic resources developed here constitute a basis for further research on the genetic basis of colour pattern in the meadow spittlebug P. spumarius. |
doi_str_mv | 10.1186/s12863-016-0455-5 |
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By using restriction site-associated DNA (RAD) sequencing we were able to obtain a set of 1,837 markers across 33 individuals to test for associations with three dorsal colour phenotypes (typicus, marginellus, and trilineatus). Single and multi-association analyses identified a total of 60 SNPs associated with dorsal colour morphs. The genome size of P. spumarius was estimated by flow cytometry, revealing a 5.3 Gb genome, amongst the largest found in insects. A partial genome assembly, representing 24% of the total size, and an 81.4 Mb transcriptome, were also obtained. From the SNPs found to be associated with colour, 35% aligned to the genome and 10% to the transcriptome. Our data suggested that major loci, consisting of multi-genomic regions, may be involved in dorsal colour variation among the three dorsal colour morphs analysed. However, no homology was found between the associated loci and candidate genes known to be responsible for coloration pattern in other insect species. The associated markers showed stronger differentiation of the trilineatus colour phenotype, which has been shown previously to be more differentiated in several life-history and physiological characteristics as well. It is possible that colour variation and these traits are linked in a complex genetic architecture.
The loci detected to have an association with colour and the genomic and transcriptomic resources developed here constitute a basis for further research on the genetic basis of colour pattern in the meadow spittlebug P. spumarius.</description><identifier>ISSN: 1471-2156</identifier><identifier>EISSN: 1471-2156</identifier><identifier>DOI: 10.1186/s12863-016-0455-5</identifier><identifier>PMID: 27846816</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Adaptation ; Animals ; color ; crossing ; DNA ; evolution ; flow cytometry ; Gene Expression Profiling - methods ; Genes ; Genetic aspects ; Genetic Association Studies - methods ; Genetic polymorphisms ; genome assembly ; Genome Size ; Genomes ; Genomics ; Genomics - methods ; Genotype & phenotype ; Hemiptera - genetics ; Insect Proteins - genetics ; insects ; Laboratories ; life history ; loci ; Mendelian inheritance ; Mollusks ; morphs ; Phenotype ; Philaenus spumarius ; Phylogeny ; Physiological aspects ; Polymorphism ; Polymorphism, Single Nucleotide ; Quantitative Trait Loci ; Reptiles & amphibians ; single nucleotide polymorphism ; Skin Pigmentation ; transcriptome ; transcriptomics</subject><ispartof>BMC genetics, 2016-11, Vol.17 (1), p.144-144, Article 144</ispartof><rights>COPYRIGHT 2016 BioMed Central Ltd.</rights><rights>Copyright BioMed Central 2016</rights><rights>The Author(s). 2016</rights><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c622t-b4bc8a30802a90b4c7d71d69306078b69183e90f1373bd6791efff4db5bd377a3</citedby><cites>FETCH-LOGICAL-c622t-b4bc8a30802a90b4c7d71d69306078b69183e90f1373bd6791efff4db5bd377a3</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/PMC5111214/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC5111214/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27846816$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Rodrigues, Ana S B</creatorcontrib><creatorcontrib>Silva, Sara E</creatorcontrib><creatorcontrib>Pina-Martins, Francisco</creatorcontrib><creatorcontrib>Loureiro, João</creatorcontrib><creatorcontrib>Castro, Mariana</creatorcontrib><creatorcontrib>Gharbi, Karim</creatorcontrib><creatorcontrib>Johnson, Kevin P</creatorcontrib><creatorcontrib>Dietrich, Christopher H</creatorcontrib><creatorcontrib>Borges, Paulo A V</creatorcontrib><creatorcontrib>Quartau, José A</creatorcontrib><creatorcontrib>Jiggins, Chris D</creatorcontrib><creatorcontrib>Paulo, Octávio S</creatorcontrib><creatorcontrib>Seabra, Sofia G</creatorcontrib><title>Assessing genotype-phenotype associations in three dorsal colour morphs in the meadow spittlebug Philaenus spumarius (L.) (Hemiptera: Aphrophoridae) using genomic and transcriptomic resources</title><title>BMC genetics</title><addtitle>BMC Genet</addtitle><description>Colour polymorphisms are common among animal species. When combined with genetic and ecological data, these polymorphisms can be excellent systems in which to understand adaptation and the molecular changes underlying phenotypic evolution. The meadow spittlebug, Philaenus spumarius (L.) (Hemiptera, Aphrophoridae), a widespread insect species in the Holarctic region, exhibits a striking dorsal colour/pattern balanced polymorphism. Although experimental crosses have revealed the Mendelian inheritance of this trait, its genetic basis remains unknown. In this study we aimed to identify candidate genomic regions associated with the colour balanced polymorphism in this species.
By using restriction site-associated DNA (RAD) sequencing we were able to obtain a set of 1,837 markers across 33 individuals to test for associations with three dorsal colour phenotypes (typicus, marginellus, and trilineatus). Single and multi-association analyses identified a total of 60 SNPs associated with dorsal colour morphs. The genome size of P. spumarius was estimated by flow cytometry, revealing a 5.3 Gb genome, amongst the largest found in insects. A partial genome assembly, representing 24% of the total size, and an 81.4 Mb transcriptome, were also obtained. From the SNPs found to be associated with colour, 35% aligned to the genome and 10% to the transcriptome. Our data suggested that major loci, consisting of multi-genomic regions, may be involved in dorsal colour variation among the three dorsal colour morphs analysed. However, no homology was found between the associated loci and candidate genes known to be responsible for coloration pattern in other insect species. The associated markers showed stronger differentiation of the trilineatus colour phenotype, which has been shown previously to be more differentiated in several life-history and physiological characteristics as well. It is possible that colour variation and these traits are linked in a complex genetic architecture.
The loci detected to have an association with colour and the genomic and transcriptomic resources developed here constitute a basis for further research on the genetic basis of colour pattern in the meadow spittlebug P. spumarius.</description><subject>Adaptation</subject><subject>Animals</subject><subject>color</subject><subject>crossing</subject><subject>DNA</subject><subject>evolution</subject><subject>flow cytometry</subject><subject>Gene Expression Profiling - methods</subject><subject>Genes</subject><subject>Genetic aspects</subject><subject>Genetic Association Studies - methods</subject><subject>Genetic polymorphisms</subject><subject>genome assembly</subject><subject>Genome Size</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genomics - methods</subject><subject>Genotype & phenotype</subject><subject>Hemiptera - genetics</subject><subject>Insect Proteins - genetics</subject><subject>insects</subject><subject>Laboratories</subject><subject>life history</subject><subject>loci</subject><subject>Mendelian inheritance</subject><subject>Mollusks</subject><subject>morphs</subject><subject>Phenotype</subject><subject>Philaenus spumarius</subject><subject>Phylogeny</subject><subject>Physiological aspects</subject><subject>Polymorphism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Quantitative Trait Loci</subject><subject>Reptiles & amphibians</subject><subject>single nucleotide polymorphism</subject><subject>Skin Pigmentation</subject><subject>transcriptome</subject><subject>transcriptomics</subject><issn>1471-2156</issn><issn>1471-2156</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><recordid>eNqNks1u1DAQxyMEoqXwAFyQJS67hyx27MQOB6RVBbTSSkV8XS3HmSSuEju1E6BPx6vhZZeli5BAPng085vxzPifJE8JXhEiiheBZKKgKSZFilmep_m95JQwTtKM5MX9O_ZJ8iiEa4wJFxl7mJxkXLBCkOI0-b4OAUIwtkUtWDfdjpCO3d5CKgSnjZqMswEZi6bOA6Da-aB6pF3vZo8G58duHwU0gKrdVxRGM009VHOL3nWmV2DnEJ3zoLyJ1mKzWqLFBQxmnMCrl2g9dt6NnfOmVrBE86GhwWikbI0mr2zQPvI_XR5CfFtDeJw8aFQf4Mn-Pks-vXn98fwi3Vy9vTxfb1JdZNmUVqzSQlEscKZKXDHNa07qoqS4wFxURUkEhRI3hHJa1QUvCTRNw-oqr2rKuaJnyatd3XGuBqg12NhRL0dv4ki30ikjjyPWdLJ1X2ROCMkIiwUW-wLe3cwQJjmYoKHvlQU3B5lhjBkVnOX_RIlghNCCZDSiz_9Ar-NebNzElsqzrIwz_qZa1YM0tnGxRb0tKteMYyrKnIpIrf5CxVPHf9LOQmOi_yhheZQQmQm-Ta2aQ5CXH97_P3v1-ZglO1Z7F4KH5rBmguVW-HInfBmFL7fCl9udPbv7P4eMX0qnPwDEYQA2</recordid><startdate>20161115</startdate><enddate>20161115</enddate><creator>Rodrigues, Ana S B</creator><creator>Silva, Sara E</creator><creator>Pina-Martins, Francisco</creator><creator>Loureiro, João</creator><creator>Castro, Mariana</creator><creator>Gharbi, Karim</creator><creator>Johnson, Kevin P</creator><creator>Dietrich, Christopher H</creator><creator>Borges, Paulo A V</creator><creator>Quartau, José A</creator><creator>Jiggins, Chris D</creator><creator>Paulo, Octávio S</creator><creator>Seabra, Sofia G</creator><general>BioMed Central Ltd</general><general>BioMed Central</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7TK</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7P</scope><scope>P64</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><scope>5PM</scope></search><sort><creationdate>20161115</creationdate><title>Assessing genotype-phenotype associations in three dorsal colour morphs in the meadow spittlebug Philaenus spumarius (L.) (Hemiptera: Aphrophoridae) using genomic and transcriptomic resources</title><author>Rodrigues, Ana S B ; Silva, Sara E ; Pina-Martins, Francisco ; Loureiro, João ; Castro, Mariana ; Gharbi, Karim ; Johnson, Kevin P ; Dietrich, Christopher H ; Borges, Paulo A V ; Quartau, José A ; Jiggins, Chris D ; Paulo, Octávio S ; Seabra, Sofia G</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c622t-b4bc8a30802a90b4c7d71d69306078b69183e90f1373bd6791efff4db5bd377a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adaptation</topic><topic>Animals</topic><topic>color</topic><topic>crossing</topic><topic>DNA</topic><topic>evolution</topic><topic>flow cytometry</topic><topic>Gene Expression Profiling - methods</topic><topic>Genes</topic><topic>Genetic aspects</topic><topic>Genetic Association Studies - methods</topic><topic>Genetic polymorphisms</topic><topic>genome assembly</topic><topic>Genome Size</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genomics - methods</topic><topic>Genotype & phenotype</topic><topic>Hemiptera - genetics</topic><topic>Insect Proteins - genetics</topic><topic>insects</topic><topic>Laboratories</topic><topic>life history</topic><topic>loci</topic><topic>Mendelian inheritance</topic><topic>Mollusks</topic><topic>morphs</topic><topic>Phenotype</topic><topic>Philaenus spumarius</topic><topic>Phylogeny</topic><topic>Physiological aspects</topic><topic>Polymorphism</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Quantitative Trait Loci</topic><topic>Reptiles & amphibians</topic><topic>single nucleotide polymorphism</topic><topic>Skin Pigmentation</topic><topic>transcriptome</topic><topic>transcriptomics</topic><toplevel>online_resources</toplevel><creatorcontrib>Rodrigues, Ana S B</creatorcontrib><creatorcontrib>Silva, Sara E</creatorcontrib><creatorcontrib>Pina-Martins, Francisco</creatorcontrib><creatorcontrib>Loureiro, João</creatorcontrib><creatorcontrib>Castro, Mariana</creatorcontrib><creatorcontrib>Gharbi, Karim</creatorcontrib><creatorcontrib>Johnson, Kevin P</creatorcontrib><creatorcontrib>Dietrich, Christopher H</creatorcontrib><creatorcontrib>Borges, Paulo A V</creatorcontrib><creatorcontrib>Quartau, José A</creatorcontrib><creatorcontrib>Jiggins, Chris D</creatorcontrib><creatorcontrib>Paulo, Octávio S</creatorcontrib><creatorcontrib>Seabra, Sofia 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>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</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>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</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>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Biological Science Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Publicly Available Content Database</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 China</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC genetics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rodrigues, Ana S B</au><au>Silva, Sara E</au><au>Pina-Martins, Francisco</au><au>Loureiro, João</au><au>Castro, Mariana</au><au>Gharbi, Karim</au><au>Johnson, Kevin P</au><au>Dietrich, Christopher H</au><au>Borges, Paulo A V</au><au>Quartau, José A</au><au>Jiggins, Chris D</au><au>Paulo, Octávio S</au><au>Seabra, Sofia G</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessing genotype-phenotype associations in three dorsal colour morphs in the meadow spittlebug Philaenus spumarius (L.) (Hemiptera: Aphrophoridae) using genomic and transcriptomic resources</atitle><jtitle>BMC genetics</jtitle><addtitle>BMC Genet</addtitle><date>2016-11-15</date><risdate>2016</risdate><volume>17</volume><issue>1</issue><spage>144</spage><epage>144</epage><pages>144-144</pages><artnum>144</artnum><issn>1471-2156</issn><eissn>1471-2156</eissn><abstract>Colour polymorphisms are common among animal species. When combined with genetic and ecological data, these polymorphisms can be excellent systems in which to understand adaptation and the molecular changes underlying phenotypic evolution. The meadow spittlebug, Philaenus spumarius (L.) (Hemiptera, Aphrophoridae), a widespread insect species in the Holarctic region, exhibits a striking dorsal colour/pattern balanced polymorphism. Although experimental crosses have revealed the Mendelian inheritance of this trait, its genetic basis remains unknown. In this study we aimed to identify candidate genomic regions associated with the colour balanced polymorphism in this species.
By using restriction site-associated DNA (RAD) sequencing we were able to obtain a set of 1,837 markers across 33 individuals to test for associations with three dorsal colour phenotypes (typicus, marginellus, and trilineatus). Single and multi-association analyses identified a total of 60 SNPs associated with dorsal colour morphs. The genome size of P. spumarius was estimated by flow cytometry, revealing a 5.3 Gb genome, amongst the largest found in insects. A partial genome assembly, representing 24% of the total size, and an 81.4 Mb transcriptome, were also obtained. From the SNPs found to be associated with colour, 35% aligned to the genome and 10% to the transcriptome. Our data suggested that major loci, consisting of multi-genomic regions, may be involved in dorsal colour variation among the three dorsal colour morphs analysed. However, no homology was found between the associated loci and candidate genes known to be responsible for coloration pattern in other insect species. The associated markers showed stronger differentiation of the trilineatus colour phenotype, which has been shown previously to be more differentiated in several life-history and physiological characteristics as well. It is possible that colour variation and these traits are linked in a complex genetic architecture.
The loci detected to have an association with colour and the genomic and transcriptomic resources developed here constitute a basis for further research on the genetic basis of colour pattern in the meadow spittlebug P. spumarius.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>27846816</pmid><doi>10.1186/s12863-016-0455-5</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adaptation Animals color crossing DNA evolution flow cytometry Gene Expression Profiling - methods Genes Genetic aspects Genetic Association Studies - methods Genetic polymorphisms genome assembly Genome Size Genomes Genomics Genomics - methods Genotype & phenotype Hemiptera - genetics Insect Proteins - genetics insects Laboratories life history loci Mendelian inheritance Mollusks morphs Phenotype Philaenus spumarius Phylogeny Physiological aspects Polymorphism Polymorphism, Single Nucleotide Quantitative Trait Loci Reptiles & amphibians single nucleotide polymorphism Skin Pigmentation transcriptome transcriptomics |
title | Assessing genotype-phenotype associations in three dorsal colour morphs in the meadow spittlebug Philaenus spumarius (L.) (Hemiptera: Aphrophoridae) using genomic and transcriptomic resources |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-31T17%3A09%3A44IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-gale_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Assessing%20genotype-phenotype%20associations%20in%20three%20dorsal%20colour%20morphs%20in%20the%20meadow%20spittlebug%20Philaenus%20spumarius%20(L.)%20(Hemiptera:%20Aphrophoridae)%20using%20genomic%20and%20transcriptomic%20resources&rft.jtitle=BMC%20genetics&rft.au=Rodrigues,%20Ana%20S%20B&rft.date=2016-11-15&rft.volume=17&rft.issue=1&rft.spage=144&rft.epage=144&rft.pages=144-144&rft.artnum=144&rft.issn=1471-2156&rft.eissn=1471-2156&rft_id=info:doi/10.1186/s12863-016-0455-5&rft_dat=%3Cgale_pubme%3EA470389538%3C/gale_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1845229693&rft_id=info:pmid/27846816&rft_galeid=A470389538&rfr_iscdi=true |