EST sequencing and time course microarray hybridizations identify more than 700 Medicago truncatula genes with developmental expression regulation in flowers and pods

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  • Bielefeld University
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Original languageEnglish
Pages (from-to)269-283
Number of pages15
JournalPLANTA
Volume222
Issue number2
Publication statusPublished - 1 Oct 2005
Externally publishedYes

Abstract

To evaluate the molecular mechanisms during pod and seed formation in legumes, starting with the development of reproductive organs, we constructed two cDNA libraries from developing flowers (MtFLOW) and pods including seeds (MtPOSE) of the model plant Medicago truncatula Gaertner. A total of 2,516 expressed sequence tags (ESTs) clustered into 1,776 nonredundant sequences (2k-set), which were annotated and assigned to functional classes. While about 30% of the ESTs encoded proteins of yet unknown function, typical annotations pointed to seed storage proteins, LTPs and lipoxygenases. The 2k-set was used to upgrade Mt6k-RIT microarrays (Küster et al. in J Biotechnol 108: 95, 2004) to Mt8k versions representing approximately 6,300 nonredundant M. truncatula genes. These were used to perform time course expression profiling studies based on hybridizations of samples that covered eight different developmental stages from flower buds to almost mature pods versus leaves as a common reference. About 180 up- and 70 downregulated genes were typically found for each stage and in total, 782 genes were either twofold up- or downregulated in at least one of the eight stages investigated. Based on this set, a combination of self-organizing map and hierarchical clustering revealed genes displaying expression regulation during characteristic stages of M. truncatula flower and pod development. Amongst those, several genes encoded proteins related to seed metabolism and development including novel regulators and proteins involved in signaling.

Keywords

    Expression profile clustering, Flower development, Mt8k cDNA microarray, Pod development, Time course expression profiling, Transcription factor

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Genetics
  • Agricultural and Biological Sciences(all)
  • Plant Science

Cite this

EST sequencing and time course microarray hybridizations identify more than 700 Medicago truncatula genes with developmental expression regulation in flowers and pods. / Firnhaber, Christian; Pühler, Alfred; Küster, Helge.
In: PLANTA, Vol. 222, No. 2, 01.10.2005, p. 269-283.

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title = "EST sequencing and time course microarray hybridizations identify more than 700 Medicago truncatula genes with developmental expression regulation in flowers and pods",
abstract = "To evaluate the molecular mechanisms during pod and seed formation in legumes, starting with the development of reproductive organs, we constructed two cDNA libraries from developing flowers (MtFLOW) and pods including seeds (MtPOSE) of the model plant Medicago truncatula Gaertner. A total of 2,516 expressed sequence tags (ESTs) clustered into 1,776 nonredundant sequences (2k-set), which were annotated and assigned to functional classes. While about 30% of the ESTs encoded proteins of yet unknown function, typical annotations pointed to seed storage proteins, LTPs and lipoxygenases. The 2k-set was used to upgrade Mt6k-RIT microarrays (K{\"u}ster et al. in J Biotechnol 108: 95, 2004) to Mt8k versions representing approximately 6,300 nonredundant M. truncatula genes. These were used to perform time course expression profiling studies based on hybridizations of samples that covered eight different developmental stages from flower buds to almost mature pods versus leaves as a common reference. About 180 up- and 70 downregulated genes were typically found for each stage and in total, 782 genes were either twofold up- or downregulated in at least one of the eight stages investigated. Based on this set, a combination of self-organizing map and hierarchical clustering revealed genes displaying expression regulation during characteristic stages of M. truncatula flower and pod development. Amongst those, several genes encoded proteins related to seed metabolism and development including novel regulators and proteins involved in signaling.",
keywords = "Expression profile clustering, Flower development, Mt8k cDNA microarray, Pod development, Time course expression profiling, Transcription factor",
author = "Christian Firnhaber and Alfred P{\"u}hler and Helge K{\"u}ster",
note = "Funding information: We thank Anke Becker (Institute of Genome Research, CeBiTec, Bielefeld University) for printing Mt8k microarrays. We are grateful to Thomas Bekel, Daniela Bartels, Michael Dondrup and Folker Meyer (Bioinformatics Resource Facility, CeBiTec, Bielefeld University) as well as J{\'e}r{\^o}me Gouzy (INRA-CNRS Toulouse, France) for providing indispensable bioinformatics tools. We also thank Victoria Bartelsmeier, Tanja Thias and Eva Schulte–Berndt (CeBiTec, Bielefeld University) for excellent technical support. We are grateful to Etienne-Pascal Journet, Pascal Gamas, Diederik van Tuinen and Vivienne Gianinazzi-Pearson (INRA-CNRS Toulouse, France; INRA Dijon, France) for sharing probes from the Mt6k-RIT collection. This work was supported by the European Union projects MEDICAGO (QLG-CT2000-00676) and GRAIN LEGUMES (FOOD-CT-2004-506223). Helge K{\"u}ster acknowledges financial support by the {\textquoteleft}{\textquoteleft}International NRW Graduate School in Bioin-formatics and Genome Research{\textquoteright}{\textquoteright}.",
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Download

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T1 - EST sequencing and time course microarray hybridizations identify more than 700 Medicago truncatula genes with developmental expression regulation in flowers and pods

AU - Firnhaber, Christian

AU - Pühler, Alfred

AU - Küster, Helge

N1 - Funding information: We thank Anke Becker (Institute of Genome Research, CeBiTec, Bielefeld University) for printing Mt8k microarrays. We are grateful to Thomas Bekel, Daniela Bartels, Michael Dondrup and Folker Meyer (Bioinformatics Resource Facility, CeBiTec, Bielefeld University) as well as Jérôme Gouzy (INRA-CNRS Toulouse, France) for providing indispensable bioinformatics tools. We also thank Victoria Bartelsmeier, Tanja Thias and Eva Schulte–Berndt (CeBiTec, Bielefeld University) for excellent technical support. We are grateful to Etienne-Pascal Journet, Pascal Gamas, Diederik van Tuinen and Vivienne Gianinazzi-Pearson (INRA-CNRS Toulouse, France; INRA Dijon, France) for sharing probes from the Mt6k-RIT collection. This work was supported by the European Union projects MEDICAGO (QLG-CT2000-00676) and GRAIN LEGUMES (FOOD-CT-2004-506223). Helge Küster acknowledges financial support by the ‘‘International NRW Graduate School in Bioin-formatics and Genome Research’’.

PY - 2005/10/1

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N2 - To evaluate the molecular mechanisms during pod and seed formation in legumes, starting with the development of reproductive organs, we constructed two cDNA libraries from developing flowers (MtFLOW) and pods including seeds (MtPOSE) of the model plant Medicago truncatula Gaertner. A total of 2,516 expressed sequence tags (ESTs) clustered into 1,776 nonredundant sequences (2k-set), which were annotated and assigned to functional classes. While about 30% of the ESTs encoded proteins of yet unknown function, typical annotations pointed to seed storage proteins, LTPs and lipoxygenases. The 2k-set was used to upgrade Mt6k-RIT microarrays (Küster et al. in J Biotechnol 108: 95, 2004) to Mt8k versions representing approximately 6,300 nonredundant M. truncatula genes. These were used to perform time course expression profiling studies based on hybridizations of samples that covered eight different developmental stages from flower buds to almost mature pods versus leaves as a common reference. About 180 up- and 70 downregulated genes were typically found for each stage and in total, 782 genes were either twofold up- or downregulated in at least one of the eight stages investigated. Based on this set, a combination of self-organizing map and hierarchical clustering revealed genes displaying expression regulation during characteristic stages of M. truncatula flower and pod development. Amongst those, several genes encoded proteins related to seed metabolism and development including novel regulators and proteins involved in signaling.

AB - To evaluate the molecular mechanisms during pod and seed formation in legumes, starting with the development of reproductive organs, we constructed two cDNA libraries from developing flowers (MtFLOW) and pods including seeds (MtPOSE) of the model plant Medicago truncatula Gaertner. A total of 2,516 expressed sequence tags (ESTs) clustered into 1,776 nonredundant sequences (2k-set), which were annotated and assigned to functional classes. While about 30% of the ESTs encoded proteins of yet unknown function, typical annotations pointed to seed storage proteins, LTPs and lipoxygenases. The 2k-set was used to upgrade Mt6k-RIT microarrays (Küster et al. in J Biotechnol 108: 95, 2004) to Mt8k versions representing approximately 6,300 nonredundant M. truncatula genes. These were used to perform time course expression profiling studies based on hybridizations of samples that covered eight different developmental stages from flower buds to almost mature pods versus leaves as a common reference. About 180 up- and 70 downregulated genes were typically found for each stage and in total, 782 genes were either twofold up- or downregulated in at least one of the eight stages investigated. Based on this set, a combination of self-organizing map and hierarchical clustering revealed genes displaying expression regulation during characteristic stages of M. truncatula flower and pod development. Amongst those, several genes encoded proteins related to seed metabolism and development including novel regulators and proteins involved in signaling.

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KW - Flower development

KW - Mt8k cDNA microarray

KW - Pod development

KW - Time course expression profiling

KW - Transcription factor

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