De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
Prosopis alba (Fabaceae) is an important native tree adapted to arid and semiarid regions of north-western Argentina which is of great value as multipurpose species. Despite its importance, the genomic resources currently available for the entire Prosopis genus are still limited. Here we describe th...
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creator | Torales, Susana L Rivarola, Máximo Pomponio, María F Gonzalez, Sergio Acuña, Cintia V Fernández, Paula Lauenstein, Diego L Verga, Aníbal R Hopp, H Esteban Paniego, Norma B Poltri, Susana N Marcucci |
description | Prosopis alba (Fabaceae) is an important native tree adapted to arid and semiarid regions of north-western Argentina which is of great value as multipurpose species. Despite its importance, the genomic resources currently available for the entire Prosopis genus are still limited. Here we describe the development of a leaf transcriptome and the identification of new molecular markers that could support functional genetic studies in natural and domesticated populations of this genus.
Next generation DNA pyrosequencing technology applied to P. alba transcripts produced a total of 1,103,231 raw reads with an average length of 421 bp. De novo assembling generated a set of 15,814 isotigs and 71,101 non-assembled sequences (singletons) with an average of 991 bp and 288 bp respectively. A total of 39,000 unique singletons were identified after clustering natural and artificial duplicates from pyrosequencing reads.Regarding the non-redundant sequences or unigenes, 22,095 out of 54,814 were successfully annotated with Gene Ontology terms. Moreover, simple sequence repeats (SSRs) and single nucleotide polymorphisms (SNPs) were searched, resulting in 5,992 and 6,236 markers, respectively, throughout the genome. For the validation of the the predicted SSR markers, a subset of 87 SSRs selected through functional annotation evidence was successfully amplified from six DNA samples of seedlings. From this analysis, 11 of these 87 SSRs were identified as polymorphic. Additionally, another set of 123 nuclear polymorphic SSRs were determined in silico, of which 50% have the probability of being effectively polymorphic.
This study generated a successful global analysis of the P. alba leaf transcriptome after bioinformatic and wet laboratory validations of RNA-Seq data.The limited set of molecular markers currently available will be significantly increased with the thousands of new markers that were identified in this study. This information will strongly contribute to genomics resources for P. alba functional analysis and genetics. Finally, it will also potentially contribute to the development of population-based genome studies in the genera. |
doi_str_mv | 10.1186/1471-2164-14-705 |
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Next generation DNA pyrosequencing technology applied to P. alba transcripts produced a total of 1,103,231 raw reads with an average length of 421 bp. De novo assembling generated a set of 15,814 isotigs and 71,101 non-assembled sequences (singletons) with an average of 991 bp and 288 bp respectively. A total of 39,000 unique singletons were identified after clustering natural and artificial duplicates from pyrosequencing reads.Regarding the non-redundant sequences or unigenes, 22,095 out of 54,814 were successfully annotated with Gene Ontology terms. Moreover, simple sequence repeats (SSRs) and single nucleotide polymorphisms (SNPs) were searched, resulting in 5,992 and 6,236 markers, respectively, throughout the genome. For the validation of the the predicted SSR markers, a subset of 87 SSRs selected through functional annotation evidence was successfully amplified from six DNA samples of seedlings. From this analysis, 11 of these 87 SSRs were identified as polymorphic. Additionally, another set of 123 nuclear polymorphic SSRs were determined in silico, of which 50% have the probability of being effectively polymorphic.
This study generated a successful global analysis of the P. alba leaf transcriptome after bioinformatic and wet laboratory validations of RNA-Seq data.The limited set of molecular markers currently available will be significantly increased with the thousands of new markers that were identified in this study. This information will strongly contribute to genomics resources for P. alba functional analysis and genetics. Finally, it will also potentially contribute to the development of population-based genome studies in the genera.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/1471-2164-14-705</identifier><identifier>PMID: 24125525</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Analysis ; Bioinformatics ; Biological markers ; Chloroplasts - genetics ; Chromosomes ; Fabaceae ; Gene Frequency ; Gene Ontology ; Genes, Plant ; Genetic aspects ; Genetic Markers ; Genomics ; High-Throughput Nucleotide Sequencing ; Mesquite ; Metabolic Networks and Pathways - genetics ; Microsatellite Repeats ; Molecular Sequence Annotation ; Physiological aspects ; Plant Leaves - genetics ; Plant Leaves - metabolism ; Plant Proteins - genetics ; Plant Proteins - metabolism ; Polymorphism, Single Nucleotide ; Prosopis - genetics ; Prosopis - metabolism ; RNA ; RNA sequencing ; Sequence Analysis, DNA ; Single nucleotide polymorphisms ; Transcriptome</subject><ispartof>BMC genomics, 2013-10, Vol.14 (1), p.705-705</ispartof><rights>COPYRIGHT 2013 BioMed Central Ltd.</rights><rights>Copyright © 2013 Torales et al.; licensee BioMed Central Ltd. 2013 Torales et al.; licensee BioMed Central Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b590t-67e9b3e093c81c16204b036ed0fd25cd2d40834b53ca48580387fee7a243b5f13</citedby><cites>FETCH-LOGICAL-b590t-67e9b3e093c81c16204b036ed0fd25cd2d40834b53ca48580387fee7a243b5f13</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/PMC4008253/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4008253/$$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/24125525$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Torales, Susana L</creatorcontrib><creatorcontrib>Rivarola, Máximo</creatorcontrib><creatorcontrib>Pomponio, María F</creatorcontrib><creatorcontrib>Gonzalez, Sergio</creatorcontrib><creatorcontrib>Acuña, Cintia V</creatorcontrib><creatorcontrib>Fernández, Paula</creatorcontrib><creatorcontrib>Lauenstein, Diego L</creatorcontrib><creatorcontrib>Verga, Aníbal R</creatorcontrib><creatorcontrib>Hopp, H Esteban</creatorcontrib><creatorcontrib>Paniego, Norma B</creatorcontrib><creatorcontrib>Poltri, Susana N Marcucci</creatorcontrib><title>De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>Prosopis alba (Fabaceae) is an important native tree adapted to arid and semiarid regions of north-western Argentina which is of great value as multipurpose species. Despite its importance, the genomic resources currently available for the entire Prosopis genus are still limited. Here we describe the development of a leaf transcriptome and the identification of new molecular markers that could support functional genetic studies in natural and domesticated populations of this genus.
Next generation DNA pyrosequencing technology applied to P. alba transcripts produced a total of 1,103,231 raw reads with an average length of 421 bp. De novo assembling generated a set of 15,814 isotigs and 71,101 non-assembled sequences (singletons) with an average of 991 bp and 288 bp respectively. A total of 39,000 unique singletons were identified after clustering natural and artificial duplicates from pyrosequencing reads.Regarding the non-redundant sequences or unigenes, 22,095 out of 54,814 were successfully annotated with Gene Ontology terms. Moreover, simple sequence repeats (SSRs) and single nucleotide polymorphisms (SNPs) were searched, resulting in 5,992 and 6,236 markers, respectively, throughout the genome. For the validation of the the predicted SSR markers, a subset of 87 SSRs selected through functional annotation evidence was successfully amplified from six DNA samples of seedlings. From this analysis, 11 of these 87 SSRs were identified as polymorphic. Additionally, another set of 123 nuclear polymorphic SSRs were determined in silico, of which 50% have the probability of being effectively polymorphic.
This study generated a successful global analysis of the P. alba leaf transcriptome after bioinformatic and wet laboratory validations of RNA-Seq data.The limited set of molecular markers currently available will be significantly increased with the thousands of new markers that were identified in this study. This information will strongly contribute to genomics resources for P. alba functional analysis and genetics. Finally, it will also potentially contribute to the development of population-based genome studies in the genera.</description><subject>Analysis</subject><subject>Bioinformatics</subject><subject>Biological markers</subject><subject>Chloroplasts - genetics</subject><subject>Chromosomes</subject><subject>Fabaceae</subject><subject>Gene Frequency</subject><subject>Gene Ontology</subject><subject>Genes, Plant</subject><subject>Genetic aspects</subject><subject>Genetic Markers</subject><subject>Genomics</subject><subject>High-Throughput Nucleotide Sequencing</subject><subject>Mesquite</subject><subject>Metabolic Networks and Pathways - genetics</subject><subject>Microsatellite Repeats</subject><subject>Molecular Sequence Annotation</subject><subject>Physiological aspects</subject><subject>Plant Leaves - genetics</subject><subject>Plant Leaves - metabolism</subject><subject>Plant Proteins - genetics</subject><subject>Plant Proteins - metabolism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Prosopis - genetics</subject><subject>Prosopis - metabolism</subject><subject>RNA</subject><subject>RNA sequencing</subject><subject>Sequence Analysis, DNA</subject><subject>Single nucleotide polymorphisms</subject><subject>Transcriptome</subject><issn>1471-2164</issn><issn>1471-2164</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkktv1DAUhSMEog_Ys0KW2NBFip95bJCq4VWpEojH2nKcmxmDHae2M6L8Jf4kjqaMOlIR8sJW7ndOfO9xUTwj-JyQpnpFeE1KSipeEl7WWDwojvefHt45HxUnMX7HmNQNFY-LI8oJFYKK4-L3G0Cj33qkYgTX2Rukxh7pjQpKJwjml0rGj8gPyIIaUApqjDqYKXkHaPABpQ2gHrZg_eRgTAs5zKNeVMoi5y3o2aqAnAo_IMSlvkjgZwrg_LQxFpCbbTLTHCYfIf8CAMUJtIGIPgUf_WQiUrZTT4pHg7IRnt7up8W3d2-_rj6UVx_fX64urspOtDiVVQ1txwC3TDdEk4pi3mFWQY-Hngrd057jhvFOMK14IxrMmnoAqBXlrBMDYafF653vNHcOep3bCsrKKZjcxI30ysjDymg2cu23kmOc58uywWpn0Bn_D4PDivZOLmHJJax8kjnL7PLy9hrBX88Qk3QmarBWjeDnmLGWVoTT3Mz_0apidc2qBX2xQ9fKgjTj4PMN9ILLC8G44C2nbabO76Hy6sEZ7UcYcm6HgrMDQWZSznit5hjl5ZfPhyzesTqnGwMM-8kQLJd3fd8snt-NZC_4-5DZHzlr9lo</recordid><startdate>20131014</startdate><enddate>20131014</enddate><creator>Torales, Susana L</creator><creator>Rivarola, Máximo</creator><creator>Pomponio, María F</creator><creator>Gonzalez, Sergio</creator><creator>Acuña, Cintia V</creator><creator>Fernández, Paula</creator><creator>Lauenstein, Diego L</creator><creator>Verga, Aníbal R</creator><creator>Hopp, H Esteban</creator><creator>Paniego, Norma B</creator><creator>Poltri, Susana N Marcucci</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>ISR</scope><scope>7X8</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>5PM</scope></search><sort><creationdate>20131014</creationdate><title>De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba</title><author>Torales, Susana L ; Rivarola, Máximo ; Pomponio, María F ; Gonzalez, Sergio ; Acuña, Cintia V ; Fernández, Paula ; Lauenstein, Diego L ; Verga, Aníbal R ; Hopp, H Esteban ; Paniego, Norma B ; Poltri, Susana N Marcucci</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b590t-67e9b3e093c81c16204b036ed0fd25cd2d40834b53ca48580387fee7a243b5f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Analysis</topic><topic>Bioinformatics</topic><topic>Biological markers</topic><topic>Chloroplasts - genetics</topic><topic>Chromosomes</topic><topic>Fabaceae</topic><topic>Gene Frequency</topic><topic>Gene Ontology</topic><topic>Genes, Plant</topic><topic>Genetic aspects</topic><topic>Genetic Markers</topic><topic>Genomics</topic><topic>High-Throughput Nucleotide Sequencing</topic><topic>Mesquite</topic><topic>Metabolic Networks and Pathways - genetics</topic><topic>Microsatellite Repeats</topic><topic>Molecular Sequence Annotation</topic><topic>Physiological aspects</topic><topic>Plant Leaves - genetics</topic><topic>Plant Leaves - metabolism</topic><topic>Plant Proteins - genetics</topic><topic>Plant Proteins - metabolism</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Prosopis - genetics</topic><topic>Prosopis - metabolism</topic><topic>RNA</topic><topic>RNA sequencing</topic><topic>Sequence Analysis, DNA</topic><topic>Single nucleotide polymorphisms</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Torales, Susana L</creatorcontrib><creatorcontrib>Rivarola, Máximo</creatorcontrib><creatorcontrib>Pomponio, María F</creatorcontrib><creatorcontrib>Gonzalez, Sergio</creatorcontrib><creatorcontrib>Acuña, Cintia V</creatorcontrib><creatorcontrib>Fernández, Paula</creatorcontrib><creatorcontrib>Lauenstein, Diego L</creatorcontrib><creatorcontrib>Verga, Aníbal R</creatorcontrib><creatorcontrib>Hopp, H Esteban</creatorcontrib><creatorcontrib>Paniego, Norma B</creatorcontrib><creatorcontrib>Poltri, Susana N Marcucci</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: Science</collection><collection>MEDLINE - Academic</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>BMC genomics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Torales, Susana L</au><au>Rivarola, Máximo</au><au>Pomponio, María F</au><au>Gonzalez, Sergio</au><au>Acuña, Cintia V</au><au>Fernández, Paula</au><au>Lauenstein, Diego L</au><au>Verga, Aníbal R</au><au>Hopp, H Esteban</au><au>Paniego, Norma B</au><au>Poltri, Susana N Marcucci</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2013-10-14</date><risdate>2013</risdate><volume>14</volume><issue>1</issue><spage>705</spage><epage>705</epage><pages>705-705</pages><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>Prosopis alba (Fabaceae) is an important native tree adapted to arid and semiarid regions of north-western Argentina which is of great value as multipurpose species. Despite its importance, the genomic resources currently available for the entire Prosopis genus are still limited. Here we describe the development of a leaf transcriptome and the identification of new molecular markers that could support functional genetic studies in natural and domesticated populations of this genus.
Next generation DNA pyrosequencing technology applied to P. alba transcripts produced a total of 1,103,231 raw reads with an average length of 421 bp. De novo assembling generated a set of 15,814 isotigs and 71,101 non-assembled sequences (singletons) with an average of 991 bp and 288 bp respectively. A total of 39,000 unique singletons were identified after clustering natural and artificial duplicates from pyrosequencing reads.Regarding the non-redundant sequences or unigenes, 22,095 out of 54,814 were successfully annotated with Gene Ontology terms. Moreover, simple sequence repeats (SSRs) and single nucleotide polymorphisms (SNPs) were searched, resulting in 5,992 and 6,236 markers, respectively, throughout the genome. For the validation of the the predicted SSR markers, a subset of 87 SSRs selected through functional annotation evidence was successfully amplified from six DNA samples of seedlings. From this analysis, 11 of these 87 SSRs were identified as polymorphic. Additionally, another set of 123 nuclear polymorphic SSRs were determined in silico, of which 50% have the probability of being effectively polymorphic.
This study generated a successful global analysis of the P. alba leaf transcriptome after bioinformatic and wet laboratory validations of RNA-Seq data.The limited set of molecular markers currently available will be significantly increased with the thousands of new markers that were identified in this study. This information will strongly contribute to genomics resources for P. alba functional analysis and genetics. Finally, it will also potentially contribute to the development of population-based genome studies in the genera.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>24125525</pmid><doi>10.1186/1471-2164-14-705</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Bioinformatics Biological markers Chloroplasts - genetics Chromosomes Fabaceae Gene Frequency Gene Ontology Genes, Plant Genetic aspects Genetic Markers Genomics High-Throughput Nucleotide Sequencing Mesquite Metabolic Networks and Pathways - genetics Microsatellite Repeats Molecular Sequence Annotation Physiological aspects Plant Leaves - genetics Plant Leaves - metabolism Plant Proteins - genetics Plant Proteins - metabolism Polymorphism, Single Nucleotide Prosopis - genetics Prosopis - metabolism RNA RNA sequencing Sequence Analysis, DNA Single nucleotide polymorphisms Transcriptome |
title | De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba |
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