RNA-seq reveals differentially expressed genes in rice (Oryza sativa) roots during interactions with plant-growth promoting bacteria, Azospirillum brasilense

被引:43
作者
Thomas, Jacklyn [1 ]
Kim, Ha Ram [1 ]
Rahmatallah, Yasir [2 ]
Wiggins, Grant [1 ]
Yang, Qinqing [1 ]
Singh, Raj [1 ]
Glazko, Galina [2 ]
Mukherjee, Arijit [1 ]
机构
[1] Univ Cent Arkansas, Dept Biol, Conway, AR 72035 USA
[2] Univ Arkansas Med Sci, Dept Biomed Informat, Little Rock, AR 72205 USA
来源
PLOS ONE | 2019年 / 14卷 / 05期
基金
美国国家卫生研究院;
关键词
NODULE-LIKE STRUCTURES; TRANSCRIPTION FACTOR; LATERAL ROOT; NITRATE TRANSPORTERS; ACIDIC CHITINASE; AGC KINASES; AUXIN; STRESS; SYMBIOSIS; REQUIRES;
D O I
10.1371/journal.pone.0217309
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Major non-legume crops can form beneficial associations with nitrogen-fixing bacteria like Azospirillum brasilense. Our current understanding of the molecular aspects and signaling that occur between important crops like rice and these nitrogen-fixing bacteria is limited. In this study, we used an experimental system where the bacteria could colonize the plant roots and promote plant growth in wild type rice and symbiotic mutants (dmi3 and pollux) in rice. Our data suggest that plant growth promotion and root penetration is not dependent on these genes. We then used this colonization model to identify regulation of gene expression at two different time points during this interaction: at 1day post inoculation (dpi), we identified 1622 differentially expressed genes (DEGs) in rice roots, and at 14dpi, we identified 1995 DEGs. We performed a comprehensive data mining to classify the DEGs into the categories of transcription factors (TFs), protein kinases (PKs), and transporters (TRs). Several of these DEGs encode proteins that are involved in the flavonoid biosynthetic pathway, defense, and hormone signaling pathways. We identified genes that are involved in nitrate and sugar transport and are also implicated to play a role in other plant-microbe interactions. Overall, findings from this study will serve as an excellent resource to characterize the host genetic pathway controlling the interactions between non-legumes and beneficial bacteria which can have long-term implications towards sustainably improving agriculture.
引用
收藏
页数:19
相关论文
共 84 条
  • [61] Biological nitrogen fixation in non-legume plants
    Santi, Carole
    Bogusz, Didier
    Franche, Claudine
    [J]. ANNALS OF BOTANY, 2013, 111 (05) : 743 - 767
  • [62] Chitinases in root nodules
    Santos, Patricia
    Fortunato, Ana
    Ribeiro, Ana
    Pawlowski, Katharina
    [J]. PLANT BIOTECHNOLOGY, 2008, 25 (03) : 299 - 307
  • [63] The lss Supernodulation Mutant of Medicago truncatula Reduces Expression of the SUNN Gene
    Schnabel, Elise
    Mukherjee, Arijit
    Smith, Lucinda
    Kassaw, Tessema
    Long, Sharon
    Frugoli, Julia
    [J]. PLANT PHYSIOLOGY, 2010, 154 (03) : 1390 - 1402
  • [64] Genome-wide identification and expression analysis of auxin response factor gene family in Medicago truncatula
    Shen, Chenjia
    Yue, Runqing
    Sun, Tao
    Zhang, Lei
    Xu, Luqin
    Tie, Shuanggui
    Wang, Huizhong
    Yang, Yanjun
    [J]. FRONTIERS IN PLANT SCIENCE, 2015, 6 : 1 - 13
  • [65] Soto MJ, 2009, CELL MICROBIOL, V11, P381, DOI [10.1111/j.1462-5822.2009.01282.x, 10.1111/j.1462-5822.2008.01282.x]
  • [66] Peptides and receptors controlling root development
    Stahl, Yvonne
    Simon, Ruediger
    [J]. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2012, 367 (1595) : 1453 - 1460
  • [67] Azospirillum, a free-living nitrogen-fixing bacterium closely associated with grasses:: genetic, biochemical and ecological aspects
    Steenhoudt, O
    Vanderleyden, J
    [J]. FEMS MICROBIOLOGY REVIEWS, 2000, 24 (04) : 487 - 506
  • [68] Molecular Characterization of LjS']jSWEET3, a Sugar Transporter in Nodules of Lotus japonicus
    Sugiyama, Akifumi
    Saida, Yuka
    Yoshimizu, Mayuko
    Takanashi, Kojiro
    Sosso, Davide
    Frommer, Wolf B.
    Yazaki, Kazufumi
    [J]. PLANT AND CELL PHYSIOLOGY, 2017, 58 (02) : 298 - 306
  • [69] Comparative transcriptome analysis provides key insights into gene expression pattern during the formation of nodule-like structures in Brachypodium
    Thomas, Jacklyn
    Bowman, Megan J.
    Vega, Andres
    Kim, Ha Ram
    Mukherjee, Arijit
    [J]. FUNCTIONAL & INTEGRATIVE GENOMICS, 2018, 18 (03) : 315 - 326
  • [70] Does plant immunity play a critical role during initiation of the legume-rhizobium symbiosis?
    Toth, Katalin
    Stacey, Gary
    [J]. FRONTIERS IN PLANT SCIENCE, 2015, 6