Literature DB >> 28615505

Topological features of a gene co-expression network predict patterns of natural diversity in environmental response.

David L Des Marais1, Rafael F Guerrero2, Jesse R Lasky3, Samuel V Scarpino4,5.   

Abstract

Molecular interactions affect the evolution of complex traits. For instance, adaptation may be constrained by pleiotropic or epistatic effects, both of which can be reflected in the structure of molecular interaction networks. To date, empirical studies investigating the role of molecular interactions in phenotypic evolution have been idiosyncratic, offering no clear patterns. Here, we investigated the network topology of genes putatively involved in local adaptation to two abiotic stressors-drought and cold-in Arabidopsis thaliana Our findings suggest that the gene-interaction topologies for both cold and drought stress response are non-random, with genes that show genetic variation in drought expression response (eGxE) being significantly more peripheral and cold response genes being significantly more central than genes which do not show GxE. We suggest that the observed topologies reflect different constraints on the genetic pathways involved in environmental response. The approach presented here may inform predictive models linking genetic variation in molecular signalling networks with phenotypic variation, specifically traits involved in environmental response.
© 2017 The Author(s).

Entities:  

Keywords:  Arabidopsis thaliana; abiotic stress; cold; drought; gene by environment interaction; gene regulatory network

Mesh:

Year:  2017        PMID: 28615505      PMCID: PMC5474086          DOI: 10.1098/rspb.2017.0914

Source DB:  PubMed          Journal:  Proc Biol Sci        ISSN: 0962-8452            Impact factor:   5.349


  33 in total

1.  Comparing genomic expression patterns across species identifies shared transcriptional profile in aging.

Authors:  Steven A McCarroll; Coleen T Murphy; Sige Zou; Scott D Pletcher; Chen-Shan Chin; Yuh Nung Jan; Cynthia Kenyon; Cornelia I Bargmann; Hao Li
Journal:  Nat Genet       Date:  2004-01-18       Impact factor: 38.330

2.  Exploring tomato gene functions based on coexpression modules using graph clustering and differential coexpression approaches.

Authors:  Atsushi Fukushima; Tomoko Nishizawa; Mariko Hayakumo; Shoko Hikosaka; Kazuki Saito; Eiji Goto; Miyako Kusano
Journal:  Plant Physiol       Date:  2012-02-03       Impact factor: 8.340

Review 3.  The evolution of hierarchical gene regulatory networks.

Authors:  Douglas H Erwin; Eric H Davidson
Journal:  Nat Rev Genet       Date:  2009-01-13       Impact factor: 53.242

Review 4.  The pleiotropic structure of the genotype-phenotype map: the evolvability of complex organisms.

Authors:  Günter P Wagner; Jianzhi Zhang
Journal:  Nat Rev Genet       Date:  2011-03       Impact factor: 53.242

5.  Natural variation in the freezing tolerance of Arabidopsis thaliana: effects of RNAi-induced CBF depletion and QTL localisation vary among accessions.

Authors:  Carine Gery; Ellen Zuther; Elisa Schulz; Julie Legoupi; Aurélie Chauveau; Heather McKhann; Dirk K Hincha; Evelyne Téoulé
Journal:  Plant Sci       Date:  2010-07-24       Impact factor: 4.729

6.  Improving plant drought, salt, and freezing tolerance by gene transfer of a single stress-inducible transcription factor.

Authors:  M Kasuga; Q Liu; S Miura; K Yamaguchi-Shinozaki; K Shinozaki
Journal:  Nat Biotechnol       Date:  1999-03       Impact factor: 54.908

7.  Expression quantitative trait locus mapping across water availability environments reveals contrasting associations with genomic features in Arabidopsis.

Authors:  David B Lowry; Tierney L Logan; Luca Santuari; Christian S Hardtke; James H Richards; Leah J DeRose-Wilson; John K McKay; Saunak Sen; Thomas E Juenger
Journal:  Plant Cell       Date:  2013-09-17       Impact factor: 11.277

8.  agriGO: a GO analysis toolkit for the agricultural community.

Authors:  Zhou Du; Xin Zhou; Yi Ling; Zhenhai Zhang; Zhen Su
Journal:  Nucleic Acids Res       Date:  2010-04-30       Impact factor: 16.971

9.  Natural variation in the C-repeat binding factor cold response pathway correlates with local adaptation of Arabidopsis ecotypes.

Authors:  Malia A Gehan; Sunchung Park; Sarah J Gilmour; Chuanfu An; Chin-Mei Lee; Michael F Thomashow
Journal:  Plant J       Date:  2015-10-28       Impact factor: 6.417

10.  Topological and organizational properties of the products of house-keeping and tissue-specific genes in protein-protein interaction networks.

Authors:  Wen-Hsien Lin; Wei-Chung Liu; Ming-Jing Hwang
Journal:  BMC Syst Biol       Date:  2009-03-11
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  5 in total

1.  Co-expression Networks in Predicting Transcriptional Gene Regulation.

Authors:  Synan F AbuQamar; Khaled A El-Tarabily; Arjun Sham
Journal:  Methods Mol Biol       Date:  2021

2.  Combining population genomics and fitness QTLs to identify the genetics of local adaptation in Arabidopsis thaliana.

Authors:  Nicholas Price; Brook T Moyers; Lua Lopez; Jesse R Lasky; J Grey Monroe; Jack L Mullen; Christopher G Oakley; Junjiang Lin; Jon Ågren; Daniel R Schrider; Andrew D Kern; John K McKay
Journal:  Proc Natl Acad Sci U S A       Date:  2018-04-23       Impact factor: 11.205

3.  Co-expression Networks From Gene Expression Variability Between Genetically Identical Seedlings Can Reveal Novel Regulatory Relationships.

Authors:  Sandra Cortijo; Marcel Bhattarai; James C W Locke; Sebastian E Ahnert
Journal:  Front Plant Sci       Date:  2020-12-15       Impact factor: 5.753

4.  Pleiotropy facilitates local adaptation to distant optima in common ragweed (Ambrosia artemisiifolia).

Authors:  Tuomas Hämälä; Amanda J Gorton; David A Moeller; Peter Tiffin
Journal:  PLoS Genet       Date:  2020-03-25       Impact factor: 5.917

5.  Exposure to environmental radionuclides is associated with altered metabolic and immunity pathways in a wild rodent.

Authors:  Jenni Kesäniemi; Toni Jernfors; Anton Lavrinienko; Kati Kivisaari; Mikko Kiljunen; Tapio Mappes; Phillip C Watts
Journal:  Mol Ecol       Date:  2019-09-30       Impact factor: 6.185

  5 in total

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