Literature DB >> 26667381

Joint genetic and network analyses identify loci associated with root growth under NaCl stress in Arabidopsis thaliana.

Yuriko Kobayashi1, Ayan Sadhukhan1,2, Tanveer Tazib1, Yuki Nakano1, Kazutaka Kusunoki1, Mohamed Kamara1,3, Radhouane Chaffai1,4, Satoshi Iuchi5, Lingaraj Sahoo2, Masatomo Kobayashi5, Owen A Hoekenga6, Hiroyuki Koyama1.   

Abstract

Plants have evolved a series of tolerance mechanisms to saline stress, which perturbs physiological processes throughout the plant. To identify genetic mechanisms associated with salinity tolerance, we performed linkage analysis and genome-wide association study (GWAS) on maintenance of root growth of Arabidopsis thaliana in hydroponic culture with weak and severe NaCl toxicity. The top 200 single-nucleotide polymorphisms (SNPs) determined by GWAS could cumulatively explain approximately 70% of the variation observed at each stress level. The most significant SNPs were linked to the genes of ATP-binding cassette B10 and vacuolar proton ATPase A2. Several known salinity tolerance genes such as potassium channel KAT1 and calcium sensor SOS3 were also linked to SNPs in the top 200. In parallel, we constructed a gene co-expression network to independently verify that particular groups of genes work together to a common purpose. We identify molecular mechanisms to confer salt tolerance from both predictable and novel physiological sources and validate the utility of combined genetic and network analysis. Additionally, our study indicates that the genetic architecture of salt tolerance is responsive to the severity of stress. These gene datasets are a significant information resource for a following exploration of gene function.
© 2015 John Wiley & Sons Ltd.

Entities:  

Keywords:  GWAS; QTL; WGCNA; apoplast; genetic network; natural variation; salinity; salt tolerance; symplast

Mesh:

Substances:

Year:  2016        PMID: 26667381     DOI: 10.1111/pce.12691

Source DB:  PubMed          Journal:  Plant Cell Environ        ISSN: 0140-7791            Impact factor:   7.228


  16 in total

Review 1.  How do plants remember drought?

Authors:  Ayan Sadhukhan; Shiva Sai Prasad; Jayeeta Mitra; Nadeem Siddiqui; Lingaraj Sahoo; Yuriko Kobayashi; Hiroyuki Koyama
Journal:  Planta       Date:  2022-06-10       Impact factor: 4.116

2.  Genetic Components of Root Architecture Remodeling in Response to Salt Stress.

Authors:  Magdalena M Julkowska; Iko T Koevoets; Selena Mol; Huub Hoefsloot; Richard Feron; Mark A Tester; Joost J B Keurentjes; Arthur Korte; Michel A Haring; Gert-Jan de Boer; Christa Testerink
Journal:  Plant Cell       Date:  2017-11-07       Impact factor: 11.277

3.  A novel motif in the 5'-UTR of an orphan gene 'Big Root Biomass' modulates root biomass in sesame.

Authors:  Komivi Dossa; Rong Zhou; Donghua Li; Aili Liu; Lu Qin; Marie A Mmadi; Ruqi Su; Yujuan Zhang; Jianqiang Wang; Yuan Gao; Xiurong Zhang; Jun You
Journal:  Plant Biotechnol J       Date:  2021-02-01       Impact factor: 9.803

4.  The common transcriptional subnetworks of the grape berry skin in the late stages of ripening.

Authors:  Ryan Ghan; Juli Petereit; Richard L Tillett; Karen A Schlauch; David Toubiana; Aaron Fait; Grant R Cramer
Journal:  BMC Plant Biol       Date:  2017-05-30       Impact factor: 4.215

5.  An Integration of Genome-Wide Association Study and Gene Co-expression Network Analysis Identifies Candidate Genes of Stem Lodging-Related Traits in Brassica napus.

Authors:  Hongge Li; Xi Cheng; Liping Zhang; Jihong Hu; Fugui Zhang; Biyun Chen; Kun Xu; Guizhen Gao; Hao Li; Lixia Li; Qian Huang; Zaiyun Li; Guixin Yan; Xiaoming Wu
Journal:  Front Plant Sci       Date:  2018-06-12       Impact factor: 5.753

6.  WGCNA Analysis of Salt-Responsive Core Transcriptome Identifies Novel Hub Genes in Rice.

Authors:  Mingdong Zhu; Hongjun Xie; Xiangjin Wei; Komivi Dossa; Yaying Yu; Suozhen Hui; Guohua Tang; Xiaoshan Zeng; Yinghong Yu; Peisong Hu; Jianlong Wang
Journal:  Genes (Basel)       Date:  2019-09-17       Impact factor: 4.096

7.  Co-expression network analysis of the transcriptomes of rice roots exposed to various cadmium stresses reveals universal cadmium-responsive genes.

Authors:  Mingpu Tan; Dan Cheng; Yuening Yang; Guoqiang Zhang; Mengjie Qin; Jun Chen; Yahua Chen; Mingyi Jiang
Journal:  BMC Plant Biol       Date:  2017-11-07       Impact factor: 4.215

8.  Large Scale Proteomic Data and Network-Based Systems Biology Approaches to Explore the Plant World.

Authors:  Dario Di Silvestre; Andrea Bergamaschi; Edoardo Bellini; PierLuigi Mauri
Journal:  Proteomes       Date:  2018-06-03

9.  Natural allelic variation of the AZI1 gene controls root growth under zinc-limiting condition.

Authors:  Nadia Bouain; Santosh B Satbhai; Arthur Korte; Chorpet Saenchai; Guilhem Desbrosses; Pierre Berthomieu; Wolfgang Busch; Hatem Rouached
Journal:  PLoS Genet       Date:  2018-04-02       Impact factor: 5.917

Review 10.  Gene Regulatory Network Inference: Connecting Plant Biology and Mathematical Modeling.

Authors:  Lisa Van den Broeck; Max Gordon; Dirk Inzé; Cranos Williams; Rosangela Sozzani
Journal:  Front Genet       Date:  2020-05-25       Impact factor: 4.599

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