Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress
<p>Abstract</p> <p>Background</p> <p><it>Amaranthus hypochondriacus</it>, a grain amaranth, is a C4 plant noted by its ability to tolerate stressful conditions and produce highly nutritious seeds. These possess an optimal amino acid balance and constitute a...
Main Authors: | , , , , , , , , , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2011-07-01
|
Series: | BMC Genomics |
Online Access: | http://www.biomedcentral.com/1471-2164/12/363 |
id |
doaj-33631f0108eb4fbc8ed2bb74391cde82 |
---|---|
record_format |
Article |
spelling |
doaj-33631f0108eb4fbc8ed2bb74391cde822020-11-24T21:10:46ZengBMCBMC Genomics1471-21642011-07-0112136310.1186/1471-2164-12-363Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stressVargas-Ortiz ErandiParra-Cota Fannie IMartínez-Gallardo Norma AMassange-Sánchez JulioHerrera-Estrella LuisCastrillón-Arbeláez Paula ACasique-Arroyo GabrielaCasarrubias-Castillo KenaAvilés-Arnaut HamletDélano-Frier John PEstrada-Hernández María G<p>Abstract</p> <p>Background</p> <p><it>Amaranthus hypochondriacus</it>, a grain amaranth, is a C4 plant noted by its ability to tolerate stressful conditions and produce highly nutritious seeds. These possess an optimal amino acid balance and constitute a rich source of health-promoting peptides. Although several recent studies, mostly involving subtractive hybridization strategies, have contributed to increase the relatively low number of grain amaranth expressed sequence tags (ESTs), transcriptomic information of this species remains limited, particularly regarding tissue-specific and biotic stress-related genes. Thus, a large scale transcriptome analysis was performed to generate stem- and (a)biotic stress-responsive gene expression profiles in grain amaranth.</p> <p>Results</p> <p>A total of 2,700,168 raw reads were obtained from six 454 pyrosequencing runs, which were assembled into 21,207 high quality sequences (20,408 isotigs + 799 contigs). The average sequence length was 1,064 bp and 930 bp for isotigs and contigs, respectively. Only 5,113 singletons were recovered after quality control. Contigs/isotigs were further incorporated into 15,667 isogroups. All unique sequences were queried against the nr, TAIR, UniRef100, UniRef50 and Amaranthaceae EST databases for annotation. Functional GO annotation was performed with all contigs/isotigs that produced significant hits with the TAIR database. Only 8,260 sequences were found to be homologous when the transcriptomes of <it>A. tuberculatus </it>and <it>A. hypochondriacus </it>were compared, most of which were associated with basic house-keeping processes. Digital expression analysis identified 1,971 differentially expressed genes in response to at least one of four stress treatments tested. These included several multiple-stress-inducible genes that could represent potential candidates for use in the engineering of stress-resistant plants. The transcriptomic data generated from pigmented stems shared similarity with findings reported in developing stems of Arabidopsis and black cottonwood (<it>Populus trichocarpa</it>).</p> <p>Conclusions</p> <p>This study represents the first large-scale transcriptomic analysis of <it>A. hypochondriacus</it>, considered to be a highly nutritious and stress-tolerant crop. Numerous genes were found to be induced in response to (a)biotic stress, many of which could further the understanding of the mechanisms that contribute to multiple stress-resistance in plants, a trait that has potential biotechnological applications in agriculture.</p> http://www.biomedcentral.com/1471-2164/12/363 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Vargas-Ortiz Erandi Parra-Cota Fannie I Martínez-Gallardo Norma A Massange-Sánchez Julio Herrera-Estrella Luis Castrillón-Arbeláez Paula A Casique-Arroyo Gabriela Casarrubias-Castillo Kena Avilés-Arnaut Hamlet Délano-Frier John P Estrada-Hernández María G |
spellingShingle |
Vargas-Ortiz Erandi Parra-Cota Fannie I Martínez-Gallardo Norma A Massange-Sánchez Julio Herrera-Estrella Luis Castrillón-Arbeláez Paula A Casique-Arroyo Gabriela Casarrubias-Castillo Kena Avilés-Arnaut Hamlet Délano-Frier John P Estrada-Hernández María G Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress BMC Genomics |
author_facet |
Vargas-Ortiz Erandi Parra-Cota Fannie I Martínez-Gallardo Norma A Massange-Sánchez Julio Herrera-Estrella Luis Castrillón-Arbeláez Paula A Casique-Arroyo Gabriela Casarrubias-Castillo Kena Avilés-Arnaut Hamlet Délano-Frier John P Estrada-Hernández María G |
author_sort |
Vargas-Ortiz Erandi |
title |
Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress |
title_short |
Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress |
title_full |
Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress |
title_fullStr |
Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress |
title_full_unstemmed |
Transcriptomic analysis of grain amaranth (<it>Amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>A. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress |
title_sort |
transcriptomic analysis of grain amaranth (<it>amaranthus hypochondriacus</it>) using 454 pyrosequencing: comparison with <it>a. tuberculatus</it>, expression profiling in stems and in response to biotic and abiotic stress |
publisher |
BMC |
series |
BMC Genomics |
issn |
1471-2164 |
publishDate |
2011-07-01 |
description |
<p>Abstract</p> <p>Background</p> <p><it>Amaranthus hypochondriacus</it>, a grain amaranth, is a C4 plant noted by its ability to tolerate stressful conditions and produce highly nutritious seeds. These possess an optimal amino acid balance and constitute a rich source of health-promoting peptides. Although several recent studies, mostly involving subtractive hybridization strategies, have contributed to increase the relatively low number of grain amaranth expressed sequence tags (ESTs), transcriptomic information of this species remains limited, particularly regarding tissue-specific and biotic stress-related genes. Thus, a large scale transcriptome analysis was performed to generate stem- and (a)biotic stress-responsive gene expression profiles in grain amaranth.</p> <p>Results</p> <p>A total of 2,700,168 raw reads were obtained from six 454 pyrosequencing runs, which were assembled into 21,207 high quality sequences (20,408 isotigs + 799 contigs). The average sequence length was 1,064 bp and 930 bp for isotigs and contigs, respectively. Only 5,113 singletons were recovered after quality control. Contigs/isotigs were further incorporated into 15,667 isogroups. All unique sequences were queried against the nr, TAIR, UniRef100, UniRef50 and Amaranthaceae EST databases for annotation. Functional GO annotation was performed with all contigs/isotigs that produced significant hits with the TAIR database. Only 8,260 sequences were found to be homologous when the transcriptomes of <it>A. tuberculatus </it>and <it>A. hypochondriacus </it>were compared, most of which were associated with basic house-keeping processes. Digital expression analysis identified 1,971 differentially expressed genes in response to at least one of four stress treatments tested. These included several multiple-stress-inducible genes that could represent potential candidates for use in the engineering of stress-resistant plants. The transcriptomic data generated from pigmented stems shared similarity with findings reported in developing stems of Arabidopsis and black cottonwood (<it>Populus trichocarpa</it>).</p> <p>Conclusions</p> <p>This study represents the first large-scale transcriptomic analysis of <it>A. hypochondriacus</it>, considered to be a highly nutritious and stress-tolerant crop. Numerous genes were found to be induced in response to (a)biotic stress, many of which could further the understanding of the mechanisms that contribute to multiple stress-resistance in plants, a trait that has potential biotechnological applications in agriculture.</p> |
url |
http://www.biomedcentral.com/1471-2164/12/363 |
work_keys_str_mv |
AT vargasortizerandi transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT parracotafanniei transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT martinezgallardonormaa transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT massangesanchezjulio transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT herreraestrellaluis transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT castrillonarbelaezpaulaa transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT casiquearroyogabriela transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT casarrubiascastillokena transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT avilesarnauthamlet transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT delanofrierjohnp transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress AT estradahernandezmariag transcriptomicanalysisofgrainamaranthitamaranthushypochondriacusitusing454pyrosequencingcomparisonwithitatuberculatusitexpressionprofilinginstemsandinresponsetobioticandabioticstress |
_version_ |
1716755324794306560 |