Literature DB >> 33306159

Weighted Gene Co-Expression Network Coupled with a Critical-Time-Point Analysis during Pathogenesis for Predicting the Molecular Mechanism Underlying Blast Resistance in Rice.

Dagang Tian1,2, Zaijie Chen3, Yan Lin3, Ziqiang Chen3, Khuynh The Bui4, Zonghua Wang5, Feng Wang6.   

Abstract

BACKGROUND: Rice blast, caused by the ascomycete fungus M. oryzae, is one of the most important diseases of rice. Although many blast resistance (R) genes have been identified and deployed in rice varieties, the molecular mechanisms responsible for the R gene-mediated defense responses are yet not fully understood.
RESULTS: In this study, we used comparative transcriptomic analysis to explore the molecular mechanism involved in Piz-t-mediated resistance in a transgenic line containing Piz-t (NPB-Piz-t) compared to Nipponbare (NPB). Clustering and principal component analysis (PCA) revealed that the time-point at 24-h post inoculation (hpi) was the most important factor distinguishing the four time-points, which consisted of four genes of mitogen-activated protein kinases (MAPKs) signaling pathway, one gene related to WRKY DNA-binding domain containing protein, five pathogenesis-related protein (OsPR1s) genes, and three genes of R proteins involving in the most significant protein-protein interaction (PPI) pathway. Using weighted gene co-expression network analysis (WGCNA) to investigate RNA-seq data across 0, 24, 48, and 72 hpi, nine modules with similar patterns expression pattern (SEP) and three modules with differential expression pattern (DEP) between NPB-Piz-t and NPB across 0, 24, 48, and 72 hpi with KJ201 (referred to as Piz-t-KJ201 and NPB-KJ201) were identified. Among these the most representative SEP green-yellow module is associated with photosynthesis, and DEP pink module comprised of two specific expressed nucleotide-binding domain and leucine-rich repeat (NLR) genes of LOC_Os06g17900 and LOC_Os06g17920 of Pi2/9 homologous, three NLR genes of LOC_Os11g11810, LOC_Os11g11770, and LOC_Os11g11920 which are putatively associated with important agronomic traits, and a B3 DNA binding domain containing protein related genes (LOC_Os10g39190). Knockout of LOC_Os10g39190 via CRISPR-Cas9 resulted in plant death at the seedling stage.
CONCLUSIONS: The research suggested that Piz-t and multiple NLR network might play important roles in the regulation of the resistance response in the Piz-t-KJ201 interaction system. The identified genes provide an NLR repository to study the rice-M. oryzae interaction system and facilitate the breeding of blast-resistant cultivars in the future.

Entities:  

Keywords:  Blast; Clustering; PCA; Piz-t; RNA-seq; Rice; WGCNA

Year:  2020        PMID: 33306159     DOI: 10.1186/s12284-020-00439-8

Source DB:  PubMed          Journal:  Rice (N Y)        ISSN: 1939-8425            Impact factor:   4.783


  44 in total

Review 1.  Molecular progress on the mapping and cloning of functional genes for blast disease in rice (Oryza sativa L.): current status and future considerations.

Authors:  S Ashkani; M Y Rafii; M Shabanimofrad; A Ghasemzadeh; S A Ravanfar; M A Latif
Journal:  Crit Rev Biotechnol       Date:  2014-11-14       Impact factor: 8.429

Review 2.  A renaissance of elicitors: perception of microbe-associated molecular patterns and danger signals by pattern-recognition receptors.

Authors:  Thomas Boller; Georg Felix
Journal:  Annu Rev Plant Biol       Date:  2009       Impact factor: 26.379

Review 3.  NLR diversity, helpers and integrated domains: making sense of the NLR IDentity.

Authors:  E Baggs; G Dagdas; K V Krasileva
Journal:  Curr Opin Plant Biol       Date:  2017-05-08       Impact factor: 7.834

4.  The WRKY45-2 WRKY13 WRKY42 transcriptional regulatory cascade is required for rice resistance to fungal pathogen.

Authors:  Hongtao Cheng; Hongbo Liu; Yong Deng; Jinghua Xiao; Xianghua Li; Shiping Wang
Journal:  Plant Physiol       Date:  2015-01-26       Impact factor: 8.340

5.  The rice resistance protein pair RGA4/RGA5 recognizes the Magnaporthe oryzae effectors AVR-Pia and AVR1-CO39 by direct binding.

Authors:  Stella Cesari; Gaëtan Thilliez; Cécile Ribot; Véronique Chalvon; Corinne Michel; Alain Jauneau; Susana Rivas; Ludovic Alaux; Hiroyuki Kanzaki; Yudai Okuyama; Jean-Benoit Morel; Elisabeth Fournier; Didier Tharreau; Ryohei Terauchi; Thomas Kroj
Journal:  Plant Cell       Date:  2013-04-02       Impact factor: 11.277

6.  Rice Plasma Membrane Proteomics Reveals Magnaporthe oryzae Promotes Susceptibility by Sequential Activation of Host Hormone Signaling Pathways.

Authors:  Jidong Cao; Chao Yang; Lingjuan Li; Lan Jiang; Yao Wu; Chuanwan Wu; Qingyun Bu; Guixian Xia; Xiaoyun Liu; Yuanming Luo; Jun Liu
Journal:  Mol Plant Microbe Interact       Date:  2016-11-30       Impact factor: 4.171

7.  The consensus N-myristoylation motif of a geminivirus AC4 protein is required for membrane binding and pathogenicity.

Authors:  Vincent N Fondong; R V Chowda Reddy; Cheng Lu; Bertrand Hankoua; Christian Felton; Kirk Czymmek; Fidelis Achenjang
Journal:  Mol Plant Microbe Interact       Date:  2007-04       Impact factor: 4.171

8.  Differential expression analysis for sequence count data.

Authors:  Simon Anders; Wolfgang Huber
Journal:  Genome Biol       Date:  2010-10-27       Impact factor: 13.583

9.  Role of lysine residues of the Magnaporthe oryzae effector AvrPiz-t in effector- and PAMP-triggered immunity.

Authors:  Pengfei Bai; Chan-Ho Park; Gautam Shirsekar; Pattavipha Songkumarn; Maria Bellizzi; Guo-Liang Wang
Journal:  Mol Plant Pathol       Date:  2019-02-08       Impact factor: 5.663

10.  Comparative transcriptome profiling of the early response to Magnaporthe oryzae in durable resistant vs susceptible rice (Oryza sativa L.) genotypes.

Authors:  Paolo Bagnaresi; Chiara Biselli; Luigi Orrù; Simona Urso; Laura Crispino; Pamela Abbruscato; Pietro Piffanelli; Elisabetta Lupotto; Luigi Cattivelli; Giampiero Valè
Journal:  PLoS One       Date:  2012-12-12       Impact factor: 3.240

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