Literature DB >> 36094581

Root and shoot biology of Arabidopsis halleri dissected by WGCNA: an insight into the organ pivotal pathways and genes of an hyperaccumulator.

Sayyeda Hira Hassan1, Gabriella Sferra2, Melissa Simiele1, Gabriella Stefania Scippa1, Domenico Morabito3, Dalila Trupiano1.   

Abstract

Arabidopsis halleri is a hyperaccumulating pseudo-metallophyte and an emerging model to explore molecular basis of metal tolerance and hyperaccumulation. In this regard, understanding of interacting genes can be a crucial aspect as these interactions regulate several biological functions at molecular level in response to multiple signals. In this current study, we applied a weighted gene co-expression network analysis (WGCNA) on root and shoot RNA-seq data of A. halleri to predict the related scale-free organ specific co-expression networks, for the first time. A total of 19,653 genes of root and 18,081 genes of shoot were grouped into 14 modules and subjected to GO and KEGG enrichment analysis. "Photosynthesis" and "photosynthesis-antenna proteins" were identified as the most enriched and common pathway to both root and shoot. Whereas "glucosinolate biosynthesis," "autophagy," and "SNARE interactions in vesicular transport" were specific to root, and "circadian rhythm" was found to be enriched only in shoot. Later, hub and bottleneck genes were identified in each module by using cytoHubba plugin based on Cytoscape and scoring the relevance of each gene to the topology of the network. The modules with the most significant differential expression pattern across control and treatment (Cd-Zn treatment) were selected and their hub and bottleneck genes were screened to validate their possible involvement in heavy metal stress. Moreover, we combined the analysis of co-expression modules together with protein-protein interactions (PPIs), confirming some genes as potential candidates in plant heavy metal stress and as biomarkers. The results from this analysis shed the light on the pivotal functions to the hyperaccumulative trait of A. halleri, giving perspective to new paths for future research on this species.
© 2022. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.

Entities:  

Keywords:  Arabidopsis halleri; Heavy metal stress; Protein–protein interactions; WGCNA

Year:  2022        PMID: 36094581     DOI: 10.1007/s10142-022-00897-x

Source DB:  PubMed          Journal:  Funct Integr Genomics        ISSN: 1438-793X            Impact factor:   3.674


  60 in total

1.  Transcriptome profiling of the response of Arabidopsis suspension culture cells to Suc starvation.

Authors:  Anthony L Contento; Sang-Jin Kim; Diane C Bassham
Journal:  Plant Physiol       Date:  2004-08-13       Impact factor: 8.340

Review 2.  Hubs and bottlenecks in plant molecular signalling networks.

Authors:  Karl-Josef Dietz; Jean-Pierre Jacquot; Gary Harris
Journal:  New Phytol       Date:  2010-10-19       Impact factor: 10.151

Review 3.  Unravelling plant molecular machineries through affinity purification coupled to mass spectrometry.

Authors:  Maarten Dedecker; Jelle Van Leene; Geert De Jaeger
Journal:  Curr Opin Plant Biol       Date:  2015-01-17       Impact factor: 7.834

4.  Cell cycle arrest mediated by Cd-induced DNA damage in Arabidopsis root tips.

Authors:  Weina Cui; Hetong Wang; Jie Song; Xia Cao; Hilary J Rogers; Dennis Francis; Chunyun Jia; Lizong Sun; Meifang Hou; Yuesuo Yang; Peidong Tai; Wan Liu
Journal:  Ecotoxicol Environ Saf       Date:  2017-08-08       Impact factor: 6.291

5.  Contrasting cadmium resistance strategies in two metallicolous populations of Arabidopsis halleri.

Authors:  Massimiliano Corso; M Sol Schvartzman; Flavia Guzzo; Florence Souard; Eugeniusz Malkowski; Marc Hanikenne; Nathalie Verbruggen
Journal:  New Phytol       Date:  2018-01-02       Impact factor: 10.151

6.  Adaptation of Arabidopsis halleri to extreme metal pollution through limited metal accumulation involves changes in cell wall composition and metal homeostasis.

Authors:  Massimiliano Corso; Xinhui An; Catherine Yvonne Jones; Verónica Gonzalez-Doblas; M Sol Schvartzman; Eugeniusz Malkowski; William G T Willats; Marc Hanikenne; Nathalie Verbruggen
Journal:  New Phytol       Date:  2021-02-06       Impact factor: 10.151

7.  CAX1 suppresses Cd-induced generation of reactive oxygen species in Arabidopsis halleri.

Authors:  Hassan Ahmadi; Massimiliano Corso; Michael Weber; Nathalie Verbruggen; Stephan Clemens
Journal:  Plant Cell Environ       Date:  2018-07-13       Impact factor: 7.228

8.  Arabidopsis thaliana calcium-dependent lipid-binding protein (AtCLB): a novel repressor of abiotic stress response.

Authors:  Kanishka de Silva; Bozena Laska; Christopher Brown; Heike Winter Sederoff; Mariya Khodakovskaya
Journal:  J Exp Bot       Date:  2011-01-20       Impact factor: 6.992

9.  Signal motif-dependent ER export of the Qc-SNARE BET12 interacts with MEMB12 and affects PR1 trafficking in Arabidopsis.

Authors:  Kin Pan Chung; Yonglun Zeng; Yimin Li; Changyang Ji; Yiji Xia; Liwen Jiang
Journal:  J Cell Sci       Date:  2018-01-29       Impact factor: 5.285

10.  Organ specificity in the plant circadian system is explained by different light inputs to the shoot and root clocks.

Authors:  Simon Bordage; Stuart Sullivan; Janet Laird; Andrew J Millar; Hugh G Nimmo
Journal:  New Phytol       Date:  2016-05-31       Impact factor: 10.151

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