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In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening
Tomato fruit ripening is a complex developmental programme partly mediated by transcriptional regulatory networks. Several transcription factors (TFs) which are members of gene families such as MADS-box and ERF were shown to play a significant role in ripening through interconnections into an intric...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5003879/ https://www.ncbi.nlm.nih.gov/pubmed/27625653 http://dx.doi.org/10.3389/fpls.2016.01234 |
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author | Arhondakis, Stilianos Bita, Craita E. Perrakis, Andreas Manioudaki, Maria E. Krokida, Afroditi Kaloudas, Dimitrios Kalaitzis, Panagiotis |
author_facet | Arhondakis, Stilianos Bita, Craita E. Perrakis, Andreas Manioudaki, Maria E. Krokida, Afroditi Kaloudas, Dimitrios Kalaitzis, Panagiotis |
author_sort | Arhondakis, Stilianos |
collection | PubMed |
description | Tomato fruit ripening is a complex developmental programme partly mediated by transcriptional regulatory networks. Several transcription factors (TFs) which are members of gene families such as MADS-box and ERF were shown to play a significant role in ripening through interconnections into an intricate network. The accumulation of large datasets of expression profiles corresponding to different stages of tomato fruit ripening and the availability of bioinformatics tools for their analysis provide an opportunity to identify TFs which might regulate gene clusters with similar co-expression patterns. We identified two TFs, a SlWRKY22-like and a SlER24 transcriptional activator which were shown to regulate modules by using the LeMoNe algorithm for the analysis of our microarray datasets representing four stages of fruit ripening, breaker, turning, pink and red ripe. The WRKY22-like module comprised a subgroup of six various calcium sensing transcripts with similar to the TF expression patterns according to real time PCR validation. A promoter motif search identified a cis acting element, the W-box, recognized by WRKY TFs that was present in the promoter region of all six calcium sensing genes. Moreover, publicly available microarray datasets of similar ripening stages were also analyzed with LeMoNe resulting in TFs such as SlERF.E1, SlERF.C1, SlERF.B2, SLERF.A2, SlWRKY24, SLWRKY37, and MADS-box/TM29 which might also play an important role in regulation of ripening. These results suggest that the SlWRKY22-like might be involved in the coordinated regulation of expression of the six calcium sensing genes. Conclusively the LeMoNe tool might lead to the identification of putative TF targets for further physiological analysis as regulators of tomato fruit ripening. |
format | Online Article Text |
id | pubmed-5003879 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-50038792016-09-13 In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening Arhondakis, Stilianos Bita, Craita E. Perrakis, Andreas Manioudaki, Maria E. Krokida, Afroditi Kaloudas, Dimitrios Kalaitzis, Panagiotis Front Plant Sci Plant Science Tomato fruit ripening is a complex developmental programme partly mediated by transcriptional regulatory networks. Several transcription factors (TFs) which are members of gene families such as MADS-box and ERF were shown to play a significant role in ripening through interconnections into an intricate network. The accumulation of large datasets of expression profiles corresponding to different stages of tomato fruit ripening and the availability of bioinformatics tools for their analysis provide an opportunity to identify TFs which might regulate gene clusters with similar co-expression patterns. We identified two TFs, a SlWRKY22-like and a SlER24 transcriptional activator which were shown to regulate modules by using the LeMoNe algorithm for the analysis of our microarray datasets representing four stages of fruit ripening, breaker, turning, pink and red ripe. The WRKY22-like module comprised a subgroup of six various calcium sensing transcripts with similar to the TF expression patterns according to real time PCR validation. A promoter motif search identified a cis acting element, the W-box, recognized by WRKY TFs that was present in the promoter region of all six calcium sensing genes. Moreover, publicly available microarray datasets of similar ripening stages were also analyzed with LeMoNe resulting in TFs such as SlERF.E1, SlERF.C1, SlERF.B2, SLERF.A2, SlWRKY24, SLWRKY37, and MADS-box/TM29 which might also play an important role in regulation of ripening. These results suggest that the SlWRKY22-like might be involved in the coordinated regulation of expression of the six calcium sensing genes. Conclusively the LeMoNe tool might lead to the identification of putative TF targets for further physiological analysis as regulators of tomato fruit ripening. Frontiers Media S.A. 2016-08-30 /pmc/articles/PMC5003879/ /pubmed/27625653 http://dx.doi.org/10.3389/fpls.2016.01234 Text en Copyright © 2016 Arhondakis, Bita, Perrakis, Manioudaki, Krokida, Kaloudas and Kalaitzis. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Plant Science Arhondakis, Stilianos Bita, Craita E. Perrakis, Andreas Manioudaki, Maria E. Krokida, Afroditi Kaloudas, Dimitrios Kalaitzis, Panagiotis In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening |
title | In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening |
title_full | In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening |
title_fullStr | In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening |
title_full_unstemmed | In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening |
title_short | In silico Transcriptional Regulatory Networks Involved in Tomato Fruit Ripening |
title_sort | in silico transcriptional regulatory networks involved in tomato fruit ripening |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5003879/ https://www.ncbi.nlm.nih.gov/pubmed/27625653 http://dx.doi.org/10.3389/fpls.2016.01234 |
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