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Research ArticleRESEARCH ARTICLES - FOCUS ISSUEF
Open Access

Deep Sequencing of the Medicago truncatula Root Transcriptome Reveals a Massive and Early Interaction between Nodulation Factor and Ethylene Signals

Estíbaliz Larrainzar, Brendan K. Riely, Sang Cheol Kim, Noelia Carrasquilla-Garcia, Hee-Ju Yu, Hyun-Ju Hwang, Mijin Oh, Goon Bo Kim, Anandkumar K. Surendrarao, Deborah Chasman, Alireza F. Siahpirani, Ramachandra V. Penmetsa, Gang-Seob Lee, Namshin Kim, Sushmita Roy, Jeong-Hwan Mun, Douglas R. Cook
Estíbaliz Larrainzar
Department of Plant Pathology (E.L., B.K.R., N.C.-G., R.V.P., D.R.C) and Plant Biology Graduate Group (A.K.S.), University of California, Davis, California 95616;
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Brendan K. Riely
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Sang Cheol Kim
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Noelia Carrasquilla-Garcia
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Hee-Ju Yu
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Hyun-Ju Hwang
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Mijin Oh
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Goon Bo Kim
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Anandkumar K. Surendrarao
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Deborah Chasman
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Alireza F. Siahpirani
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Ramachandra V. Penmetsa
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Gang-Seob Lee
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Namshin Kim
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Sushmita Roy
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Jeong-Hwan Mun
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  • For correspondence: munjh@mju.ac.kr drcook@ucdavis.edu
Douglas R. Cook
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  • For correspondence: munjh@mju.ac.kr drcook@ucdavis.edu

Published September 2015. DOI: https://doi.org/10.1104/pp.15.00350

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  • © 2015 American Society of Plant Biologists. All Rights Reserved.

Abstract

The legume-rhizobium symbiosis is initiated through the activation of the Nodulation (Nod) factor-signaling cascade, leading to a rapid reprogramming of host cell developmental pathways. In this work, we combine transcriptome sequencing with molecular genetics and network analysis to quantify and categorize the transcriptional changes occurring in roots of Medicago truncatula from minutes to days after inoculation with Sinorhizobium medicae. To identify the nature of the inductive and regulatory cues, we employed mutants with absent or decreased Nod factor sensitivities (i.e. Nodulation factor perception and Lysine motif domain-containing receptor-like kinase3, respectively) and an ethylene (ET)-insensitive, Nod factor-hypersensitive mutant (sickle). This unique data set encompasses nine time points, allowing observation of the symbiotic regulation of diverse biological processes with high temporal resolution. Among the many outputs of the study is the early Nod factor-induced, ET-regulated expression of ET signaling and biosynthesis genes. Coupled with the observation of massive transcriptional derepression in the ET-insensitive background, these results suggest that Nod factor signaling activates ET production to attenuate its own signal. Promoter:β-glucuronidase fusions report ET biosynthesis both in root hairs responding to rhizobium as well as in meristematic tissue during nodule organogenesis and growth, indicating that ET signaling functions at multiple developmental stages during symbiosis. In addition, we identified thousands of novel candidate genes undergoing Nod factor-dependent, ET-regulated expression. We leveraged the power of this large data set to model Nod factor- and ET-regulated signaling networks using MERLIN, a regulatory network inference algorithm. These analyses predict key nodes regulating the biological process impacted by Nod factor perception. We have made these results available to the research community through a searchable online resource.

  • Glossary

    hpi
    hours post inoculation
    TF
    transcription factor
    ET
    ethylene
    RNA-seq
    transcriptome sequencing
    FDR
    false discovery rate
    GO
    Gene Ontology
    qPCR
    quantitative real-time PCR
    NCBI
    National Center for Biotechnology Information
    LR
    lateral root
    MEP
    2-C-methyl-d-erythritol 4-phosphate
    IPP
    isopentenyl pyrophosphate
    DMAPP
    dimethylallyl pyrophosphate
    CK
    cytokinin
    ABA
    abscisic acid
    GGPP
    geranyl geranyl pyrophosphate
    JA
    jasmonic acid
    ACC
    1-aminocyclopropane-1-carboxylic acid
    TMM
    Trimmed Mean of M component
    X-Gluc
    5-bromo-4-chloro-3-indolyl-β-glucuronic acid
    • Received March 5, 2015.
    • Accepted July 13, 2015.
    • Published July 14, 2015.

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    Deep Sequencing of the Medicago truncatula Root Transcriptome Reveals a Massive and Early Interaction between Nodulation Factor and Ethylene Signals
    Estíbaliz Larrainzar, Brendan K. Riely, Sang Cheol Kim, Noelia Carrasquilla-Garcia, Hee-Ju Yu, Hyun-Ju Hwang, Mijin Oh, Goon Bo Kim, Anandkumar K. Surendrarao, Deborah Chasman, Alireza F. Siahpirani, Ramachandra V. Penmetsa, Gang-Seob Lee, Namshin Kim, Sushmita Roy, Jeong-Hwan Mun, Douglas R. Cook
    Plant Physiology Sep 2015, 169 (1) 233-265; DOI: 10.1104/pp.15.00350

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    Deep Sequencing of the Medicago truncatula Root Transcriptome Reveals a Massive and Early Interaction between Nodulation Factor and Ethylene Signals
    Estíbaliz Larrainzar, Brendan K. Riely, Sang Cheol Kim, Noelia Carrasquilla-Garcia, Hee-Ju Yu, Hyun-Ju Hwang, Mijin Oh, Goon Bo Kim, Anandkumar K. Surendrarao, Deborah Chasman, Alireza F. Siahpirani, Ramachandra V. Penmetsa, Gang-Seob Lee, Namshin Kim, Sushmita Roy, Jeong-Hwan Mun, Douglas R. Cook
    Plant Physiology Sep 2015, 169 (1) 233-265; DOI: 10.1104/pp.15.00350
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    Plant Physiology: 169 (1)
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    Sep 2015
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