De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba

Autores
Torales, S.L.; Rivarola, M.; Pomponio, M.F.; Gonzalez, S.; Acuña, C.V.; Fernández, P.; Lauenstein, D.L.; Verga, A.R.; Hopp, H.E.; Paniego, N.B.; Poltri, S.N.M.
Año de publicación
2013
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Background: 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.Results: 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.Conclusions: 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. © 2013 Torales et al.; licensee BioMed Central Ltd.
Fil:Rivarola, M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Acuña, C.V. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Fernández, P. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Hopp, H.E. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Poltri, S.N.M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fuente
BMC Genomics 2013;14(1)
Materia
Fabaceae
Functional annotation
Prosopis alba
Pyrosequencing
SNPs
SSRs
Transcriptome assembly
molecular marker
transcriptome
microsatellite DNA
transcriptome
vegetable protein
article
chloroplast genome
controlled study
DNA determination
DNA flanking region
DNA sequence
genome analysis
microsatellite marker
plant leaf
Prosopis
Prosopis alba
pyrosequencing
sequence analysis
simple sequence repeat
single nucleotide polymorphism
transcriptomics
validation process
chloroplast
gene frequency
gene ontology
genetic marker
genetics
high throughput sequencing
metabolism
molecular genetics
plant gene
plant leaf
Fabaceae
Prosopis
Prosopis alba
Chloroplasts
Gene Frequency
Gene Ontology
Genes, Plant
Genetic Markers
High-Throughput Nucleotide Sequencing
Metabolic Networks and Pathways
Microsatellite Repeats
Molecular Sequence Annotation
Plant Leaves
Plant Proteins
Polymorphism, Single Nucleotide
Prosopis
Sequence Analysis, DNA
Transcriptome
Nivel de accesibilidad
acceso abierto
Condiciones de uso
http://creativecommons.org/licenses/by/2.5/ar
Repositorio
Biblioteca Digital (UBA-FCEN)
Institución
Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
OAI Identificador
paperaa:paper_14712164_v14_n1_p_Torales

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oai_identifier_str paperaa:paper_14712164_v14_n1_p_Torales
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repository_id_str 1896
network_name_str Biblioteca Digital (UBA-FCEN)
spelling De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis albaTorales, S.L.Rivarola, M.Pomponio, M.F.Gonzalez, S.Acuña, C.V.Fernández, P.Lauenstein, D.L.Verga, A.R.Hopp, H.E.Paniego, N.B.Poltri, S.N.M.FabaceaeFunctional annotationProsopis albaPyrosequencingSNPsSSRsTranscriptome assemblymolecular markertranscriptomemicrosatellite DNAtranscriptomevegetable proteinarticlechloroplast genomecontrolled studyDNA determinationDNA flanking regionDNA sequencegenome analysismicrosatellite markerplant leafProsopisProsopis albapyrosequencingsequence analysissimple sequence repeatsingle nucleotide polymorphismtranscriptomicsvalidation processchloroplastgene frequencygene ontologygenetic markergeneticshigh throughput sequencingmetabolismmolecular geneticsplant geneplant leafFabaceaeProsopisProsopis albaChloroplastsGene FrequencyGene OntologyGenes, PlantGenetic MarkersHigh-Throughput Nucleotide SequencingMetabolic Networks and PathwaysMicrosatellite RepeatsMolecular Sequence AnnotationPlant LeavesPlant ProteinsPolymorphism, Single NucleotideProsopisSequence Analysis, DNATranscriptomeBackground: 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.Results: 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.Conclusions: 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. © 2013 Torales et al.; licensee BioMed Central Ltd.Fil:Rivarola, M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.Fil:Acuña, C.V. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.Fil:Fernández, P. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.Fil:Hopp, H.E. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.Fil:Poltri, S.N.M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.2013info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/20.500.12110/paper_14712164_v14_n1_p_ToralesBMC Genomics 2013;14(1)reponame:Biblioteca Digital (UBA-FCEN)instname:Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturalesinstacron:UBA-FCENenginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by/2.5/ar2025-10-23T11:18:30Zpaperaa:paper_14712164_v14_n1_p_ToralesInstitucionalhttps://digital.bl.fcen.uba.ar/Universidad públicaNo correspondehttps://digital.bl.fcen.uba.ar/cgi-bin/oaiserver.cgiana@bl.fcen.uba.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:18962025-10-23 11:18:32.742Biblioteca Digital (UBA-FCEN) - Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturalesfalse
dc.title.none.fl_str_mv De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
title De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
spellingShingle De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
Torales, S.L.
Fabaceae
Functional annotation
Prosopis alba
Pyrosequencing
SNPs
SSRs
Transcriptome assembly
molecular marker
transcriptome
microsatellite DNA
transcriptome
vegetable protein
article
chloroplast genome
controlled study
DNA determination
DNA flanking region
DNA sequence
genome analysis
microsatellite marker
plant leaf
Prosopis
Prosopis alba
pyrosequencing
sequence analysis
simple sequence repeat
single nucleotide polymorphism
transcriptomics
validation process
chloroplast
gene frequency
gene ontology
genetic marker
genetics
high throughput sequencing
metabolism
molecular genetics
plant gene
plant leaf
Fabaceae
Prosopis
Prosopis alba
Chloroplasts
Gene Frequency
Gene Ontology
Genes, Plant
Genetic Markers
High-Throughput Nucleotide Sequencing
Metabolic Networks and Pathways
Microsatellite Repeats
Molecular Sequence Annotation
Plant Leaves
Plant Proteins
Polymorphism, Single Nucleotide
Prosopis
Sequence Analysis, DNA
Transcriptome
title_short De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
title_full De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
title_fullStr De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
title_full_unstemmed De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
title_sort De novo assembly and characterization of leaf transcriptome for the development of functional molecular markers of the extremophile multipurpose tree species Prosopis alba
dc.creator.none.fl_str_mv Torales, S.L.
Rivarola, M.
Pomponio, M.F.
Gonzalez, S.
Acuña, C.V.
Fernández, P.
Lauenstein, D.L.
Verga, A.R.
Hopp, H.E.
Paniego, N.B.
Poltri, S.N.M.
author Torales, S.L.
author_facet Torales, S.L.
Rivarola, M.
Pomponio, M.F.
Gonzalez, S.
Acuña, C.V.
Fernández, P.
Lauenstein, D.L.
Verga, A.R.
Hopp, H.E.
Paniego, N.B.
Poltri, S.N.M.
author_role author
author2 Rivarola, M.
Pomponio, M.F.
Gonzalez, S.
Acuña, C.V.
Fernández, P.
Lauenstein, D.L.
Verga, A.R.
Hopp, H.E.
Paniego, N.B.
Poltri, S.N.M.
author2_role author
author
author
author
author
author
author
author
author
author
dc.subject.none.fl_str_mv Fabaceae
Functional annotation
Prosopis alba
Pyrosequencing
SNPs
SSRs
Transcriptome assembly
molecular marker
transcriptome
microsatellite DNA
transcriptome
vegetable protein
article
chloroplast genome
controlled study
DNA determination
DNA flanking region
DNA sequence
genome analysis
microsatellite marker
plant leaf
Prosopis
Prosopis alba
pyrosequencing
sequence analysis
simple sequence repeat
single nucleotide polymorphism
transcriptomics
validation process
chloroplast
gene frequency
gene ontology
genetic marker
genetics
high throughput sequencing
metabolism
molecular genetics
plant gene
plant leaf
Fabaceae
Prosopis
Prosopis alba
Chloroplasts
Gene Frequency
Gene Ontology
Genes, Plant
Genetic Markers
High-Throughput Nucleotide Sequencing
Metabolic Networks and Pathways
Microsatellite Repeats
Molecular Sequence Annotation
Plant Leaves
Plant Proteins
Polymorphism, Single Nucleotide
Prosopis
Sequence Analysis, DNA
Transcriptome
topic Fabaceae
Functional annotation
Prosopis alba
Pyrosequencing
SNPs
SSRs
Transcriptome assembly
molecular marker
transcriptome
microsatellite DNA
transcriptome
vegetable protein
article
chloroplast genome
controlled study
DNA determination
DNA flanking region
DNA sequence
genome analysis
microsatellite marker
plant leaf
Prosopis
Prosopis alba
pyrosequencing
sequence analysis
simple sequence repeat
single nucleotide polymorphism
transcriptomics
validation process
chloroplast
gene frequency
gene ontology
genetic marker
genetics
high throughput sequencing
metabolism
molecular genetics
plant gene
plant leaf
Fabaceae
Prosopis
Prosopis alba
Chloroplasts
Gene Frequency
Gene Ontology
Genes, Plant
Genetic Markers
High-Throughput Nucleotide Sequencing
Metabolic Networks and Pathways
Microsatellite Repeats
Molecular Sequence Annotation
Plant Leaves
Plant Proteins
Polymorphism, Single Nucleotide
Prosopis
Sequence Analysis, DNA
Transcriptome
dc.description.none.fl_txt_mv Background: 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.Results: 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.Conclusions: 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. © 2013 Torales et al.; licensee BioMed Central Ltd.
Fil:Rivarola, M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Acuña, C.V. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Fernández, P. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Hopp, H.E. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
Fil:Poltri, S.N.M. Universidad de Buenos Aires. Facultad de Ciencias Exactas y Naturales; Argentina.
description Background: 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.Results: 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.Conclusions: 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. © 2013 Torales et al.; licensee BioMed Central Ltd.
publishDate 2013
dc.date.none.fl_str_mv 2013
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
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status_str publishedVersion
dc.identifier.none.fl_str_mv http://hdl.handle.net/20.500.12110/paper_14712164_v14_n1_p_Torales
url http://hdl.handle.net/20.500.12110/paper_14712164_v14_n1_p_Torales
dc.language.none.fl_str_mv eng
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reponame:Biblioteca Digital (UBA-FCEN)
instname:Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
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instname_str Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
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repository.name.fl_str_mv Biblioteca Digital (UBA-FCEN) - Universidad Nacional de Buenos Aires. Facultad de Ciencias Exactas y Naturales
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