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Transcriptome sequencing and microarray design for functional genomics in the extremophile Arabidopsis relative Thellungiella salsuginea (Eutrema salsugineum)
Most molecular studies of plant stress tolerance have been performed with Arabidopsis thaliana, although it is not particularly stress tolerant and may lack protective mechanisms required to survive extreme environmental conditions. Thellungiella salsuginea has attracted interest as an alternative p...
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Published in: | BMC genomics 2013-11, Vol.14 (1), p.793-793, Article 793 |
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description | Most molecular studies of plant stress tolerance have been performed with Arabidopsis thaliana, although it is not particularly stress tolerant and may lack protective mechanisms required to survive extreme environmental conditions. Thellungiella salsuginea has attracted interest as an alternative plant model species with high tolerance of various abiotic stresses. While the T. salsuginea genome has recently been sequenced, its annotation is still incomplete and transcriptomic information is scarce. In addition, functional genomics investigations in this species are severely hampered by a lack of affordable tools for genome-wide gene expression studies.
Here, we report the results of Thellungiella de novo transcriptome assembly and annotation based on 454 pyrosequencing and development and validation of a T. salsuginea microarray. ESTs were generated from a non-normalized and a normalized library synthesized from RNA pooled from samples covering different tissues and abiotic stress conditions. Both libraries yielded partially unique sequences, indicating their necessity to obtain comprehensive transcriptome coverage. More than 1 million sequence reads were assembled into 42,810 unigenes, approximately 50% of which could be functionally annotated. These unigenes were compared to all available Thellungiella genome sequence information. In addition, the groups of Late Embryogenesis Abundant (LEA) proteins, Mitogen Activated Protein (MAP) kinases and protein phosphatases were annotated in detail. We also predicted the target genes for 384 putative miRNAs. From the sequence information, we constructed a 44 k Agilent oligonucleotide microarray. Comparison of same-species and cross-species hybridization results showed superior performance of the newly designed array for T. salsuginea samples. The developed microarrays were used to investigate transcriptional responses of T. salsuginea and Arabidopsis during cold acclimation using the MapMan software.
This study provides the first comprehensive transcriptome information for the extremophile Arabidopsis relative T. salsuginea. The data constitute a more than three-fold increase in the number of publicly available unigene sequences and will greatly facilitate genome annotation. In addition, we have designed and validated the first genome-wide microarray for T. salsuginea, which will be commercially available. Together with the publicly available MapMan software this will become an important tool for functional genom |
doi_str_mv | 10.1186/1471-2164-14-793 |
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Here, we report the results of Thellungiella de novo transcriptome assembly and annotation based on 454 pyrosequencing and development and validation of a T. salsuginea microarray. ESTs were generated from a non-normalized and a normalized library synthesized from RNA pooled from samples covering different tissues and abiotic stress conditions. Both libraries yielded partially unique sequences, indicating their necessity to obtain comprehensive transcriptome coverage. More than 1 million sequence reads were assembled into 42,810 unigenes, approximately 50% of which could be functionally annotated. These unigenes were compared to all available Thellungiella genome sequence information. In addition, the groups of Late Embryogenesis Abundant (LEA) proteins, Mitogen Activated Protein (MAP) kinases and protein phosphatases were annotated in detail. We also predicted the target genes for 384 putative miRNAs. From the sequence information, we constructed a 44 k Agilent oligonucleotide microarray. Comparison of same-species and cross-species hybridization results showed superior performance of the newly designed array for T. salsuginea samples. The developed microarrays were used to investigate transcriptional responses of T. salsuginea and Arabidopsis during cold acclimation using the MapMan software.
This study provides the first comprehensive transcriptome information for the extremophile Arabidopsis relative T. salsuginea. The data constitute a more than three-fold increase in the number of publicly available unigene sequences and will greatly facilitate genome annotation. In addition, we have designed and validated the first genome-wide microarray for T. salsuginea, which will be commercially available. Together with the publicly available MapMan software this will become an important tool for functional genomics of plant stress tolerance.</description><identifier>ISSN: 1471-2164</identifier><identifier>EISSN: 1471-2164</identifier><identifier>DOI: 10.1186/1471-2164-14-793</identifier><identifier>PMID: 24228715</identifier><language>eng</language><publisher>England: BioMed Central Ltd</publisher><subject>Academic libraries ; Analysis ; Arabidopsis ; Arabidopsis - genetics ; Arabidopsis thaliana ; Arrays ; Brassicaceae - genetics ; Cold ; Cold acclimation ; Colleges & universities ; Data analysis ; Design ; Expressed Sequence Tags ; Gene expression ; Gene Expression Regulation, Plant ; Genetic aspects ; Genetic transcription ; Genome, Plant ; Genomes ; Genomics ; Oligonucleotide Array Sequence Analysis ; Phosphatases ; Physiological aspects ; Plant genetics ; Proteins ; Salt-Tolerant Plants - genetics ; Sequence Analysis, DNA ; Software ; Transcriptome</subject><ispartof>BMC genomics, 2013-11, Vol.14 (1), p.793-793, Article 793</ispartof><rights>COPYRIGHT 2013 BioMed Central Ltd.</rights><rights>2013 Lee et al.; licensee BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</rights><rights>Copyright © 2013 Lee et al.; licensee BioMed Central Ltd. 2013 Lee et al.; licensee BioMed Central Ltd.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-b618t-abbf5239e5370dbe5250acd11a498a12c0fe21e107f820658364ab3e4dbb4be93</citedby><cites>FETCH-LOGICAL-b618t-abbf5239e5370dbe5250acd11a498a12c0fe21e107f820658364ab3e4dbb4be93</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/PMC3832907/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1459800613?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25752,27923,27924,37011,37012,44589,53790,53792</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/24228715$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Lee, Yang Ping</creatorcontrib><creatorcontrib>Giorgi, Federico M</creatorcontrib><creatorcontrib>Lohse, Marc</creatorcontrib><creatorcontrib>Kvederaviciute, Kotryna</creatorcontrib><creatorcontrib>Klages, Sven</creatorcontrib><creatorcontrib>Usadel, Björn</creatorcontrib><creatorcontrib>Meskiene, Irute</creatorcontrib><creatorcontrib>Reinhardt, Richard</creatorcontrib><creatorcontrib>Hincha, Dirk K</creatorcontrib><title>Transcriptome sequencing and microarray design for functional genomics in the extremophile Arabidopsis relative Thellungiella salsuginea (Eutrema salsugineum)</title><title>BMC genomics</title><addtitle>BMC Genomics</addtitle><description>Most molecular studies of plant stress tolerance have been performed with Arabidopsis thaliana, although it is not particularly stress tolerant and may lack protective mechanisms required to survive extreme environmental conditions. Thellungiella salsuginea has attracted interest as an alternative plant model species with high tolerance of various abiotic stresses. While the T. salsuginea genome has recently been sequenced, its annotation is still incomplete and transcriptomic information is scarce. In addition, functional genomics investigations in this species are severely hampered by a lack of affordable tools for genome-wide gene expression studies.
Here, we report the results of Thellungiella de novo transcriptome assembly and annotation based on 454 pyrosequencing and development and validation of a T. salsuginea microarray. ESTs were generated from a non-normalized and a normalized library synthesized from RNA pooled from samples covering different tissues and abiotic stress conditions. Both libraries yielded partially unique sequences, indicating their necessity to obtain comprehensive transcriptome coverage. More than 1 million sequence reads were assembled into 42,810 unigenes, approximately 50% of which could be functionally annotated. These unigenes were compared to all available Thellungiella genome sequence information. In addition, the groups of Late Embryogenesis Abundant (LEA) proteins, Mitogen Activated Protein (MAP) kinases and protein phosphatases were annotated in detail. We also predicted the target genes for 384 putative miRNAs. From the sequence information, we constructed a 44 k Agilent oligonucleotide microarray. Comparison of same-species and cross-species hybridization results showed superior performance of the newly designed array for T. salsuginea samples. The developed microarrays were used to investigate transcriptional responses of T. salsuginea and Arabidopsis during cold acclimation using the MapMan software.
This study provides the first comprehensive transcriptome information for the extremophile Arabidopsis relative T. salsuginea. The data constitute a more than three-fold increase in the number of publicly available unigene sequences and will greatly facilitate genome annotation. In addition, we have designed and validated the first genome-wide microarray for T. salsuginea, which will be commercially available. Together with the publicly available MapMan software this will become an important tool for functional genomics of plant stress tolerance.</description><subject>Academic libraries</subject><subject>Analysis</subject><subject>Arabidopsis</subject><subject>Arabidopsis - genetics</subject><subject>Arabidopsis thaliana</subject><subject>Arrays</subject><subject>Brassicaceae - genetics</subject><subject>Cold</subject><subject>Cold acclimation</subject><subject>Colleges & universities</subject><subject>Data analysis</subject><subject>Design</subject><subject>Expressed Sequence Tags</subject><subject>Gene expression</subject><subject>Gene Expression Regulation, Plant</subject><subject>Genetic aspects</subject><subject>Genetic transcription</subject><subject>Genome, Plant</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Oligonucleotide Array Sequence Analysis</subject><subject>Phosphatases</subject><subject>Physiological aspects</subject><subject>Plant genetics</subject><subject>Proteins</subject><subject>Salt-Tolerant Plants - genetics</subject><subject>Sequence Analysis, DNA</subject><subject>Software</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>PIMPY</sourceid><recordid>eNqNks1rFDEYxgdRbK3ePUnAS3uYms_5uAjLUrVQEHQ9h2TmndmUmWRNJsX-M_6tZti67kgFySFfv_dJeJ8ny14TfElIVbwjvCQ5JQXPCc_Lmj3JTg9HT4_WJ9mLEG4xJmVFxfPshHJKq5KI0-znxisbGm92kxsBBfgewTbG9kjZFo2m8U55r-5RC8H0FnXOoy7aZjLOqgH1YF2CAjIWTVtA8GPyMLrd1gyAVl5p07pdMAF5GNRk7gBttjAM0fYmTQoFNYTYGwsKnV_FufboLI4XL7NnXdrCq4f5LPv24Wqz_pTffP54vV7d5Log1ZQrrTtBWQ2ClbjVIKjAqmkJUbyuFKEN7oASILjsKooLUbGCK82At1pzDTU7y97vdXdRj9A2YCevBrnzZlT-Xjpl5PLGmq3s3Z1kFaM1LpPAei-gjfuHwPKmcaOc_ZGzP2klk31J5fzhG94lI8IkRxOauVMWXAwJS2-JmhX_gxZcECJKnNC3f6G3Lvpk30yJusK4IOwP1asBpLGdS_9sZlG5EowLXgvCE3X5CJVGCykHzkKXnF8WXCwKEjOllPQqhiCvv35ZsnjPptSF4KE79I9gOQf-sY69OTbuUPA74ewXE2j-EA</recordid><startdate>20131114</startdate><enddate>20131114</enddate><creator>Lee, Yang Ping</creator><creator>Giorgi, Federico M</creator><creator>Lohse, Marc</creator><creator>Kvederaviciute, Kotryna</creator><creator>Klages, Sven</creator><creator>Usadel, Björn</creator><creator>Meskiene, Irute</creator><creator>Reinhardt, Richard</creator><creator>Hincha, Dirk K</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>3V.</scope><scope>7QP</scope><scope>7QR</scope><scope>7SS</scope><scope>7TK</scope><scope>7U7</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>AEUYN</scope><scope>AFKRA</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>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>7QO</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20131114</creationdate><title>Transcriptome sequencing and microarray design for functional genomics in the extremophile Arabidopsis relative Thellungiella salsuginea (Eutrema salsugineum)</title><author>Lee, Yang Ping ; Giorgi, Federico M ; Lohse, Marc ; Kvederaviciute, Kotryna ; Klages, Sven ; Usadel, Björn ; Meskiene, Irute ; Reinhardt, Richard ; Hincha, Dirk K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-b618t-abbf5239e5370dbe5250acd11a498a12c0fe21e107f820658364ab3e4dbb4be93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Academic libraries</topic><topic>Analysis</topic><topic>Arabidopsis</topic><topic>Arabidopsis - genetics</topic><topic>Arabidopsis thaliana</topic><topic>Arrays</topic><topic>Brassicaceae - genetics</topic><topic>Cold</topic><topic>Cold acclimation</topic><topic>Colleges & universities</topic><topic>Data analysis</topic><topic>Design</topic><topic>Expressed Sequence Tags</topic><topic>Gene expression</topic><topic>Gene Expression Regulation, Plant</topic><topic>Genetic aspects</topic><topic>Genetic transcription</topic><topic>Genome, Plant</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Oligonucleotide Array Sequence Analysis</topic><topic>Phosphatases</topic><topic>Physiological aspects</topic><topic>Plant genetics</topic><topic>Proteins</topic><topic>Salt-Tolerant Plants - genetics</topic><topic>Sequence Analysis, DNA</topic><topic>Software</topic><topic>Transcriptome</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Lee, Yang Ping</creatorcontrib><creatorcontrib>Giorgi, Federico M</creatorcontrib><creatorcontrib>Lohse, Marc</creatorcontrib><creatorcontrib>Kvederaviciute, Kotryna</creatorcontrib><creatorcontrib>Klages, Sven</creatorcontrib><creatorcontrib>Usadel, Björn</creatorcontrib><creatorcontrib>Meskiene, Irute</creatorcontrib><creatorcontrib>Reinhardt, Richard</creatorcontrib><creatorcontrib>Hincha, Dirk K</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>ProQuest Central (Corporate)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Toxicology 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)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest 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>SciTech Premium Collection (Proquest) (PQ_SDU_P3)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Biological Sciences</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 (Proquest) (PQ_SDU_P3)</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>Biotechnology Research Abstracts</collection><collection>MEDLINE - Academic</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>Lee, Yang Ping</au><au>Giorgi, Federico M</au><au>Lohse, Marc</au><au>Kvederaviciute, Kotryna</au><au>Klages, Sven</au><au>Usadel, Björn</au><au>Meskiene, Irute</au><au>Reinhardt, Richard</au><au>Hincha, Dirk K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transcriptome sequencing and microarray design for functional genomics in the extremophile Arabidopsis relative Thellungiella salsuginea (Eutrema salsugineum)</atitle><jtitle>BMC genomics</jtitle><addtitle>BMC Genomics</addtitle><date>2013-11-14</date><risdate>2013</risdate><volume>14</volume><issue>1</issue><spage>793</spage><epage>793</epage><pages>793-793</pages><artnum>793</artnum><issn>1471-2164</issn><eissn>1471-2164</eissn><abstract>Most molecular studies of plant stress tolerance have been performed with Arabidopsis thaliana, although it is not particularly stress tolerant and may lack protective mechanisms required to survive extreme environmental conditions. Thellungiella salsuginea has attracted interest as an alternative plant model species with high tolerance of various abiotic stresses. While the T. salsuginea genome has recently been sequenced, its annotation is still incomplete and transcriptomic information is scarce. In addition, functional genomics investigations in this species are severely hampered by a lack of affordable tools for genome-wide gene expression studies.
Here, we report the results of Thellungiella de novo transcriptome assembly and annotation based on 454 pyrosequencing and development and validation of a T. salsuginea microarray. ESTs were generated from a non-normalized and a normalized library synthesized from RNA pooled from samples covering different tissues and abiotic stress conditions. Both libraries yielded partially unique sequences, indicating their necessity to obtain comprehensive transcriptome coverage. More than 1 million sequence reads were assembled into 42,810 unigenes, approximately 50% of which could be functionally annotated. These unigenes were compared to all available Thellungiella genome sequence information. In addition, the groups of Late Embryogenesis Abundant (LEA) proteins, Mitogen Activated Protein (MAP) kinases and protein phosphatases were annotated in detail. We also predicted the target genes for 384 putative miRNAs. From the sequence information, we constructed a 44 k Agilent oligonucleotide microarray. Comparison of same-species and cross-species hybridization results showed superior performance of the newly designed array for T. salsuginea samples. The developed microarrays were used to investigate transcriptional responses of T. salsuginea and Arabidopsis during cold acclimation using the MapMan software.
This study provides the first comprehensive transcriptome information for the extremophile Arabidopsis relative T. salsuginea. The data constitute a more than three-fold increase in the number of publicly available unigene sequences and will greatly facilitate genome annotation. In addition, we have designed and validated the first genome-wide microarray for T. salsuginea, which will be commercially available. Together with the publicly available MapMan software this will become an important tool for functional genomics of plant stress tolerance.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>24228715</pmid><doi>10.1186/1471-2164-14-793</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Academic libraries Analysis Arabidopsis Arabidopsis - genetics Arabidopsis thaliana Arrays Brassicaceae - genetics Cold Cold acclimation Colleges & universities Data analysis Design Expressed Sequence Tags Gene expression Gene Expression Regulation, Plant Genetic aspects Genetic transcription Genome, Plant Genomes Genomics Oligonucleotide Array Sequence Analysis Phosphatases Physiological aspects Plant genetics Proteins Salt-Tolerant Plants - genetics Sequence Analysis, DNA Software Transcriptome |
title | Transcriptome sequencing and microarray design for functional genomics in the extremophile Arabidopsis relative Thellungiella salsuginea (Eutrema salsugineum) |
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