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In Situ Studies of Arabidopsis thaliana Populations

In Situ Studies of Arabidopsis thaliana Populations

Wolfram Weckwerth (ORCID: 0000-0002-9719-6358)
  • Grant DOI 10.55776/P26342
  • Funding program Principal Investigator Projects
  • Status ended
  • Start February 1, 2014
  • End November 30, 2017
  • Funding amount € 328,545
  • Project website

Disciplines

Biology (100%)

Keywords

    Genotype-phenotype-map, Proteomics, Systems biology, Ecology, Metabolomics, Next generation sequencing

Abstract Final report

During the last decade, natural variation of the genetic model plant Arabidopsis thaliana has been intensively reviewed and discussed in many fields of plant biological research. While numerous studies have analyzed and improved significantly the understanding of genotypic diversity, deriving explicit knowledge of molecular mechanisms leading to adaptation and phenotypic plasticity in a natural environment is still challenging. This is due to a high degree of variation of plasticity patterns within and among populations. In this context, our proposed study aims at developing an experimental workflow to functionally decipher naturally occurring molecular variation in selected Austrian populations of the vascular plant Arabidopsis thaliana. In combination with genetic analyses, we will characterize microenvironmental adaptation and phenotypic plasticity by intersecting molecular profiles of metabolites and proteins from individual Arabidopsis thaliana plants with a detailed description of biotic and abiotic habitat parameters. In preliminary work, we found these phenotypic variations of natural populations of Arabidopsis to be directly accessible by our bioanalytical metabolomics and proteomics platform in situ as well as in vitro. By mathematical analysis, comprising approaches of uni- and multivariate statistics as well as mathematical modeling, we aim at deriving correlations between metabolomic and proteomic data and in situ recorded environmental and ecosystem data. By this, our project builds up a comprehensive platform for identifying ecologically important adaptive traits and their regulatory dynamics. This will promote the molecular characterization of ecophysiological adaptation. The identification of such molecular adaptation strategies to environmental stresses in higher plants is central to the improvement of plant performance in changing environments by marker assisted plant breeding. Detailed characterization of environmental conditions will enable us to derive principles of genotype-environment- interactions by modeling and predicting molecular phenotypical information from data on genotype and environment.

During the last decade, natural variation of the genetic model plant Arabidopsis thaliana has been intensively reviewed and discussed in many fields of plant biological research. While numerous studies have analyzed and improved significantly the understanding of genotypic diversity, deriving explicit knowledge of molecular mechanisms leading to adaptation and phenotypic plasticity in a natural environment the in situ environment - is still challenging. This is due to a high degree of variation of plasticity patterns within and among populations in the context of environmental fluctuations. In this context, our study aimed at developing an experimental workflow to functionally decipher naturally occurring molecular variation in in situ populations of the vascular plant Arabidopsis thaliana. Firstly, we have identified 23 natural Arabidopsis thaliana populations in Austria and mapped their geographical coordinates. In combination with genetic analyses, we subsequently correlated microenvironmental fluctuation and phenotypic plasticity by intersecting molecular profiles of metabolites, proteins and transcripts from several Arabidopsis thaliana populations in situ with a detailed description of biotic and abiotic habitat parameters. We found these phenotypic variations of natural populations of Arabidopsis to be directly accessible by our bioanalytical metabolomics and proteomics platform in situ as well as in vitro. Here, we performed a large common garden experiment to distinguish habitat plasticity from genotypic plasticity. Natural populations showed a large intra-specific variation which we call breadth of biochemical reaction norm equivalent to molecular plasticity. By mathematical analysis, comprising approaches of uni- and multivariate statistics as well as mathematical modeling, we were able to derive correlations between metabolomic and proteomic data and in situ recorded environmental and ecosystem data. By this, our project builds up a comprehensive platform for identifying ecologically important adaptive traits and their regulatory dynamics. This extends existing genomic data on polymorphism and identifies distinct molecular mechanisms of ecophysiological adaptation. The identification of such molecular adaptation strategies to environmental stresses in higher plants is central to the improvement of plant performance in changing environments especially with a focus on global changing climate - by marker assisted plant breeding. Accordingly, the results of our study on Arabidopsis thaliana can be translated into crop plants. We have started with the translational research and investigate wheat and pearl millet and their strategies to heat and drought adaptation. Detailed characterization of environmental conditions will enable us to derive principles of genotype-environment- interactions by modeling and predicting molecular phenotypical information from data on genotype and environment.

Research institution(s)
  • Universität Wien - 100%

Research Output

  • 2836 Citations
  • 17 Publications
Publications
  • 2018
    Title Snf1-RELATED KINASE1-Controlled C/S1-bZIP Signaling Activates Alternative Mitochondrial Metabolic Pathways to Ensure Plant Survival in Extended Darkness
    DOI 10.1105/tpc.17.00414
    Type Journal Article
    Author Pedrotti L
    Journal The Plant Cell
    Pages 495-509
    Link Publication
  • 2016
    Title Dataset of UV induced changes in nuclear proteome obtained by GeLC-Orbitrap/MS in Pinus radiata needles
    DOI 10.1016/j.dib.2016.03.074
    Type Journal Article
    Author Alegre S
    Journal Data in Brief
    Pages 1477-1482
    Link Publication
  • 2016
    Title Proteomics and comparative genomics of Nitrososphaera viennensis reveal the core genome and adaptations of archaeal ammonia oxidizers
    DOI 10.1073/pnas.1601212113
    Type Journal Article
    Author Kerou M
    Journal Proceedings of the National Academy of Sciences
    Link Publication
  • 2016
    Title Comprehensive tissue-specific proteome analysis of drought stress responses in Pennisetum glaucum (L.) R. Br. (Pearl millet)
    DOI 10.1016/j.jprot.2016.02.032
    Type Journal Article
    Author Ghatak A
    Journal Journal of Proteomics
    Pages 122-135
    Link Publication
  • 2016
    Title Approximating the stabilization of cellular metabolism by compartmentalization
    DOI 10.1007/s12064-016-0225-y
    Type Journal Article
    Author Fürtauer L
    Journal Theory in Biosciences
    Pages 73-87
    Link Publication
  • 2016
    Title Quantitative phosphoproteomics reveals the role of the AMPK plant ortholog SnRK1 as a metabolic master regulator under energy deprivation
    DOI 10.1038/srep31697
    Type Journal Article
    Author Nukarinen E
    Journal Scientific Reports
    Pages 31697
    Link Publication
  • 2016
    Title Subcellular reprogramming of metabolism during cold acclimation in Arabidopsis thaliana
    DOI 10.1111/pce.12836
    Type Journal Article
    Author Hoermiller I
    Journal Plant, Cell & Environment
    Pages 602-610
    Link Publication
  • 2016
    Title Epigenomic Diversity in a Global Collection of Arabidopsis thaliana Accessions
    DOI 10.1016/j.cell.2016.06.044
    Type Journal Article
    Author Kawakatsu T
    Journal Cell
    Pages 492-505
    Link Publication
  • 2016
    Title 1,135 Genomes Reveal the Global Pattern of Polymorphism in Arabidopsis thaliana
    DOI 10.1016/j.cell.2016.05.063
    Type Journal Article
    Author Consortium T
    Journal Cell
    Pages 481-491
    Link Publication
  • 2016
    Title A Strategy for Functional Interpretation of Metabolomic Time Series Data in Context of Metabolic Network Information
    DOI 10.3389/fmolb.2016.00006
    Type Journal Article
    Author Nägele T
    Journal Frontiers in Molecular Biosciences
    Pages 6
    Link Publication
  • 2016
    Title System level analysis of cacao seed ripening reveals a sequential interplay of primary and secondary metabolism leading to polyphenol accumulation and preparation of stress resistance
    DOI 10.1111/tpj.13201
    Type Journal Article
    Author Wang L
    Journal The Plant Journal
    Pages 318-332
    Link Publication
  • 2014
    Title Linking metabolomics data to underlying metabolic regulation
    DOI 10.3389/fmolb.2014.00022
    Type Journal Article
    Author Nägele T
    Journal Frontiers in Molecular Biosciences
    Pages 22
    Link Publication
  • 2014
    Title Solving the Differential Biochemical Jacobian from Metabolomics Covariance Data
    DOI 10.1371/journal.pone.0092299
    Type Journal Article
    Author Nägele T
    Journal PLoS ONE
    Link Publication
  • 2014
    Title Mathematical modeling reveals that metabolic feedback regulation of SnRK1 and hexokinase is sufficient to control sugar homeostasis from energy depletion to full recovery
    DOI 10.3389/fpls.2014.00365
    Type Journal Article
    Author Nägele T
    Journal Frontiers in Plant Science
    Pages 365
    Link Publication
  • 2018
    Title Eco-Metabolomics and Metabolic Modeling: Making the Leap From Model Systems in the Lab to Native Populations in the Field
    DOI 10.3389/fpls.2018.01556
    Type Journal Article
    Author Nagler M
    Journal Frontiers in Plant Science
    Pages 1556
    Link Publication
  • 2013
    Title Eigenvalues of Jacobian Matrices Report on Steps of Metabolic Reprogramming in a Complex Plant-Environment Interaction
    DOI 10.4236/am.2013.48a007
    Type Journal Article
    Author Homas N
    Journal Applied Mathematics
    Pages 44-49
    Link Publication
  • 2015
    Title Integrative molecular profiling indicates a central role of transitory starch breakdown in establishing a stable C/N homeostasis during cold acclimation in two natural accessions of Arabidopsis thaliana
    DOI 10.1186/s12870-015-0668-1
    Type Journal Article
    Author Nagler M
    Journal BMC Plant Biology
    Pages 284
    Link Publication

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