Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development

<i>Cichorium endivia</i> is a leafy crop closely related to <i>Lactuca sativa </i>that comprises two major botanical varieties characterized by a high degree of intraspecific morphological variation: var. <i>latifolium</i> with broad leaves (escarole) and var. <...

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Main Authors: Giulio Testone, Elena Baldoni, M. Adelaide Iannelli, Chiara Nicolodi, Elisabetta Di Giacomo, Fabrizio Pietrini, Giovanni Mele, Donato Giannino, Giovanna Frugis
Format: Article
Language:English
Published: MDPI AG 2019-11-01
Series:Plants
Subjects:
Online Access:https://www.mdpi.com/2223-7747/8/12/531
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spelling doaj-77bd43691ecc431da864286dadbb4bd12020-11-24T23:58:44ZengMDPI AGPlants2223-77472019-11-0181253110.3390/plants8120531plants8120531Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf DevelopmentGiulio Testone0Elena Baldoni1M. Adelaide Iannelli2Chiara Nicolodi3Elisabetta Di Giacomo4Fabrizio Pietrini5Giovanni Mele6Donato Giannino7Giovanna Frugis8Istituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Ricerca sugli Ecosistemi Terrestri (IRET), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), ItalyIstituto di Biologia e Biotecnologia Agraria (IBBA), Operative Unit of Rome, Consiglio Nazionale delle Ricerche (CNR), Via Salaria Km. 29,300, 00015 Monterotondo Scalo (Roma), Italy<i>Cichorium endivia</i> is a leafy crop closely related to <i>Lactuca sativa </i>that comprises two major botanical varieties characterized by a high degree of intraspecific morphological variation: var. <i>latifolium</i> with broad leaves (escarole) and var. <i>crispum</i> with narrow crisp curly leaves (endive). To investigate the relationship between leaf morphology and photosynthetic activity, escaroles and endives were used as a crop model due to the striking morphological diversity of their leaves. We constructed a leaf database for transcription factors (TFs) and photosynthesis-related genes from a refined <i>C. endivia</i> transcriptome and used RNA-seq transcriptomic data from leaves of four commercial endive and escarole cultivars to explore transcription factor regulatory networks. Cluster and gene co-expression network (GCN) analyses identified two main anticorrelated modules that control photosynthesis. Analysis of the GCN network topological properties identified known and novel hub genes controlling photosynthesis, and candidate developmental genes at the boundaries between shape and function. Differential expression analysis between broad and curly leaves suggested three novel TFs putatively involved in leaf shape diversity. Physiological analysis of the photosynthesis properties and gene expression studies on broad and curly leaves provided new insights into the relationship between leaf shape and function.https://www.mdpi.com/2223-7747/8/12/531transcription factorsphotosynthesisleaf shapeplant development<i>cichorium endivia</i>rna-seqcluster analysisgene co-expression networks
collection DOAJ
language English
format Article
sources DOAJ
author Giulio Testone
Elena Baldoni
M. Adelaide Iannelli
Chiara Nicolodi
Elisabetta Di Giacomo
Fabrizio Pietrini
Giovanni Mele
Donato Giannino
Giovanna Frugis
spellingShingle Giulio Testone
Elena Baldoni
M. Adelaide Iannelli
Chiara Nicolodi
Elisabetta Di Giacomo
Fabrizio Pietrini
Giovanni Mele
Donato Giannino
Giovanna Frugis
Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development
Plants
transcription factors
photosynthesis
leaf shape
plant development
<i>cichorium endivia</i>
rna-seq
cluster analysis
gene co-expression networks
author_facet Giulio Testone
Elena Baldoni
M. Adelaide Iannelli
Chiara Nicolodi
Elisabetta Di Giacomo
Fabrizio Pietrini
Giovanni Mele
Donato Giannino
Giovanna Frugis
author_sort Giulio Testone
title Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development
title_short Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development
title_full Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development
title_fullStr Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development
title_full_unstemmed Transcription Factor Networks in Leaves of <i>Cichorium endivia:</i> New Insights into the Relationship Between Photosynthesis and Leaf Development
title_sort transcription factor networks in leaves of <i>cichorium endivia:</i> new insights into the relationship between photosynthesis and leaf development
publisher MDPI AG
series Plants
issn 2223-7747
publishDate 2019-11-01
description <i>Cichorium endivia</i> is a leafy crop closely related to <i>Lactuca sativa </i>that comprises two major botanical varieties characterized by a high degree of intraspecific morphological variation: var. <i>latifolium</i> with broad leaves (escarole) and var. <i>crispum</i> with narrow crisp curly leaves (endive). To investigate the relationship between leaf morphology and photosynthetic activity, escaroles and endives were used as a crop model due to the striking morphological diversity of their leaves. We constructed a leaf database for transcription factors (TFs) and photosynthesis-related genes from a refined <i>C. endivia</i> transcriptome and used RNA-seq transcriptomic data from leaves of four commercial endive and escarole cultivars to explore transcription factor regulatory networks. Cluster and gene co-expression network (GCN) analyses identified two main anticorrelated modules that control photosynthesis. Analysis of the GCN network topological properties identified known and novel hub genes controlling photosynthesis, and candidate developmental genes at the boundaries between shape and function. Differential expression analysis between broad and curly leaves suggested three novel TFs putatively involved in leaf shape diversity. Physiological analysis of the photosynthesis properties and gene expression studies on broad and curly leaves provided new insights into the relationship between leaf shape and function.
topic transcription factors
photosynthesis
leaf shape
plant development
<i>cichorium endivia</i>
rna-seq
cluster analysis
gene co-expression networks
url https://www.mdpi.com/2223-7747/8/12/531
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