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Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development

It is necessary to use algorithms to analyze gene expression data from DNA microarrays, such as in clustering and machine learning. Previously, we developed the knowledge-based fuzzy adaptive resonance theory (KB-FuzzyART), a clustering algorithm suitable for analyzing gene expression data, to find...

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Autores principales: Takahashi, Hiro, Iwakawa, Hidekazu, Ishibashi, Nanako, Kojima, Shoko, Matsumura, Yoko, Prananingrum, Pratiwi, Iwasaki, Mayumi, Takahashi, Anna, Ikezaki, Masaya, Luo, Lilan, Kobayashi, Takeshi, Machida, Yasunori, Machida, Chiyoko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3589830/
https://www.ncbi.nlm.nih.gov/pubmed/23396601
http://dx.doi.org/10.1093/pcp/pct027
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author Takahashi, Hiro
Iwakawa, Hidekazu
Ishibashi, Nanako
Kojima, Shoko
Matsumura, Yoko
Prananingrum, Pratiwi
Iwasaki, Mayumi
Takahashi, Anna
Ikezaki, Masaya
Luo, Lilan
Kobayashi, Takeshi
Machida, Yasunori
Machida, Chiyoko
author_facet Takahashi, Hiro
Iwakawa, Hidekazu
Ishibashi, Nanako
Kojima, Shoko
Matsumura, Yoko
Prananingrum, Pratiwi
Iwasaki, Mayumi
Takahashi, Anna
Ikezaki, Masaya
Luo, Lilan
Kobayashi, Takeshi
Machida, Yasunori
Machida, Chiyoko
author_sort Takahashi, Hiro
collection PubMed
description It is necessary to use algorithms to analyze gene expression data from DNA microarrays, such as in clustering and machine learning. Previously, we developed the knowledge-based fuzzy adaptive resonance theory (KB-FuzzyART), a clustering algorithm suitable for analyzing gene expression data, to find clues for identifying gene networks. Leaf primordia form around the shoot apical meristem (SAM), which consists of indeterminate stem cells. Upon initiation of leaf development, adaxial–abaxial patterning is crucial for lateral expansion, via cellular proliferation, and the formation of flat symmetric leaves. Many regulatory genes that specify such patterning have been identified. Analysis by the KB-FuzzyART and subsequent molecular and genetic analyses previously showed that ASYMMETRIC LEAVES1 (AS1) and AS2 repress the expression of some abaxial-determinant genes, such as AUXIN RESPONSE FACTOR3 (ARF3)/ETTIN (ETT) and ARF4, which are responsible for defects in leaf adaxial–abaxial polarity in as1 and as2. In the present study, genetic analysis revealed that ARF3/ETT and ARF4 were regulated by modifier genes, BOBBER1 (BOB1) and ELONGATA3 (ELO3), together with AS1–AS2. We analyzed expression arrays with as2 elo3 and as2 bob1, and extracted genes downstream of ARF3/ETT by using KB-FuzzyART and molecular analyses. The results showed that expression of Kip-related protein (KRP) (for inhibitors of cyclin-dependent protein kinases) and Isopentenyltransferase (IPT) (for biosynthesis of cytokinin) genes were controlled by AS1–AS2 through ARF3/ETT and ARF4 functions, which suggests that the AS1–AS2–ETT pathway plays a critical role in controlling the cell division cycle and the biosynthesis of cytokinin around SAM to stabilize leaf development in Arabidopsis thaliana.
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spelling pubmed-35898302013-03-06 Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development Takahashi, Hiro Iwakawa, Hidekazu Ishibashi, Nanako Kojima, Shoko Matsumura, Yoko Prananingrum, Pratiwi Iwasaki, Mayumi Takahashi, Anna Ikezaki, Masaya Luo, Lilan Kobayashi, Takeshi Machida, Yasunori Machida, Chiyoko Plant Cell Physiol Special Focus Issue – Regular Papers It is necessary to use algorithms to analyze gene expression data from DNA microarrays, such as in clustering and machine learning. Previously, we developed the knowledge-based fuzzy adaptive resonance theory (KB-FuzzyART), a clustering algorithm suitable for analyzing gene expression data, to find clues for identifying gene networks. Leaf primordia form around the shoot apical meristem (SAM), which consists of indeterminate stem cells. Upon initiation of leaf development, adaxial–abaxial patterning is crucial for lateral expansion, via cellular proliferation, and the formation of flat symmetric leaves. Many regulatory genes that specify such patterning have been identified. Analysis by the KB-FuzzyART and subsequent molecular and genetic analyses previously showed that ASYMMETRIC LEAVES1 (AS1) and AS2 repress the expression of some abaxial-determinant genes, such as AUXIN RESPONSE FACTOR3 (ARF3)/ETTIN (ETT) and ARF4, which are responsible for defects in leaf adaxial–abaxial polarity in as1 and as2. In the present study, genetic analysis revealed that ARF3/ETT and ARF4 were regulated by modifier genes, BOBBER1 (BOB1) and ELONGATA3 (ELO3), together with AS1–AS2. We analyzed expression arrays with as2 elo3 and as2 bob1, and extracted genes downstream of ARF3/ETT by using KB-FuzzyART and molecular analyses. The results showed that expression of Kip-related protein (KRP) (for inhibitors of cyclin-dependent protein kinases) and Isopentenyltransferase (IPT) (for biosynthesis of cytokinin) genes were controlled by AS1–AS2 through ARF3/ETT and ARF4 functions, which suggests that the AS1–AS2–ETT pathway plays a critical role in controlling the cell division cycle and the biosynthesis of cytokinin around SAM to stabilize leaf development in Arabidopsis thaliana. Oxford University Press 2013-03 2013-02-11 /pmc/articles/PMC3589830/ /pubmed/23396601 http://dx.doi.org/10.1093/pcp/pct027 Text en © The Author 2013. Published by Oxford University Press on behalf of Japanese Society of Plant Physiologists. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/), which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Special Focus Issue – Regular Papers
Takahashi, Hiro
Iwakawa, Hidekazu
Ishibashi, Nanako
Kojima, Shoko
Matsumura, Yoko
Prananingrum, Pratiwi
Iwasaki, Mayumi
Takahashi, Anna
Ikezaki, Masaya
Luo, Lilan
Kobayashi, Takeshi
Machida, Yasunori
Machida, Chiyoko
Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development
title Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development
title_full Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development
title_fullStr Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development
title_full_unstemmed Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development
title_short Meta-Analyses of Microarrays of Arabidopsis asymmetric leaves1 (as1), as2 and Their Modifying Mutants Reveal a Critical Role for the ETT Pathway in Stabilization of Adaxial–Abaxial Patterning and Cell Division During Leaf Development
title_sort meta-analyses of microarrays of arabidopsis asymmetric leaves1 (as1), as2 and their modifying mutants reveal a critical role for the ett pathway in stabilization of adaxial–abaxial patterning and cell division during leaf development
topic Special Focus Issue – Regular Papers
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3589830/
https://www.ncbi.nlm.nih.gov/pubmed/23396601
http://dx.doi.org/10.1093/pcp/pct027
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