Literature DB >> 22351485

Metabolomics of forage plants: a review.

Susanne Rasmussen1, Anthony J Parsons, Christopher S Jones.   

Abstract

BACKGROUND: Forage plant breeding is under increasing pressure to deliver new cultivars with improved yield, quality and persistence to the pastoral industry. New innovations in DNA sequencing technologies mean that quantitative trait loci analysis and marker-assisted selection approaches are becoming faster and cheaper, and are increasingly used in the breeding process with the aim to speed it up and improve its precision. High-throughput phenotyping is currently a major bottle neck and emerging technologies such as metabolomics are being developed to bridge the gap between genotype and phenotype; metabolomics studies on forages are reviewed in this article. SCOPE: Major challenges for pasture production arise from the reduced availability of resources, mainly water, nitrogen and phosphorus, and metabolomics studies on metabolic responses to these abiotic stresses in Lolium perenne and Lotus species will be discussed here. Many forage plants can be associated with symbiotic microorganisms such as legumes with nitrogen fixing rhizobia, grasses and legumes with phosphorus-solubilizing arbuscular mycorrhizal fungi, and cool temperate grasses with fungal anti-herbivorous alkaloid-producing Neotyphodium endophytes and metabolomics studies have shown that these associations can significantly affect the metabolic composition of forage plants. The combination of genetics and metabolomics, also known as genetical metabolomics can be a powerful tool to identify genetic regions related to specific metabolites or metabolic profiles, but this approach has not been widely adopted for forages yet, and we argue here that more studies are needed to improve our chances of success in forage breeding.
CONCLUSIONS: Metabolomics combined with other '-omics' technologies and genome sequencing can be invaluable tools for large-scale geno- and phenotyping of breeding populations, although the implementation of these approaches in forage breeding programmes still lags behind. The majority of studies using metabolomics approaches have been performed with model species or cereals and findings from these studies are not easily translated to forage species. To be most effective these approaches should be accompanied by whole-plant physiology and proof of concept (modelling) studies. Wider considerations of possible consequences of novel traits on the fitness of new cultivars and symbiotic associations need also to be taken into account.

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Year:  2012        PMID: 22351485      PMCID: PMC3478039          DOI: 10.1093/aob/mcs023

Source DB:  PubMed          Journal:  Ann Bot        ISSN: 0305-7364            Impact factor:   4.357


  105 in total

1.  Linear ion trap MS(n) of enzymatically synthesized 13C-labeled fructans revealing differentiating fragmentation patterns of β (1-2) and β (1-6) fructans and providing a tool for oligosaccharide identification in complex mixtures.

Authors:  Scott Harrison; Hong Xue; Geoff Lane; Silas Villas-Boas; Susanne Rasmussen
Journal:  Anal Chem       Date:  2012-01-12       Impact factor: 6.986

2.  Metabolite profiles of nodulated alfalfa plants indicate that distinct stages of nodule organogenesis are accompanied by global physiological adaptations.

Authors:  Aiko Barsch; Verena Tellström; Thomas Patschkowski; Helge Küster; Karsten Niehaus
Journal:  Mol Plant Microbe Interact       Date:  2006-09       Impact factor: 4.171

3.  Transcriptome profiling in root nodules and arbuscular mycorrhiza identifies a collection of novel genes induced during Medicago truncatula root endosymbioses.

Authors:  Katja Manthey; Franziska Krajinski; Natalija Hohnjec; Christian Firnhaber; Alfred Pühler; Andreas M Perlick; Helge Küster
Journal:  Mol Plant Microbe Interact       Date:  2004-10       Impact factor: 4.171

4.  A complex gene cluster for indole-diterpene biosynthesis in the grass endophyte Neotyphodium lolii.

Authors:  Carolyn A Young; Silvina Felitti; Katherine Shields; German Spangenberg; Richard D Johnson; Gregory T Bryan; Sanjay Saikia; Barry Scott
Journal:  Fungal Genet Biol       Date:  2006-06-12       Impact factor: 3.495

5.  Comparative metabolomics of drought acclimation in model and forage legumes.

Authors:  Diego H Sanchez; Franziska Schwabe; Alexander Erban; Michael K Udvardi; Joachim Kopka
Journal:  Plant Cell Environ       Date:  2011-10-12       Impact factor: 7.228

6.  Genomic organization and expression properties of the MtSucS1 gene, which encodes a nodule-enhanced sucrose synthase in the model legume Medicago truncatula.

Authors:  N Hohnjec; J D Becker; A Pühler; A M Perlick; H Küster
Journal:  Mol Gen Genet       Date:  1999-04

7.  Legumes regulate Rhizobium bacteroid development and persistence by the supply of branched-chain amino acids.

Authors:  J Prell; J P White; A Bourdes; S Bunnewell; R J Bongaerts; P S Poole
Journal:  Proc Natl Acad Sci U S A       Date:  2009-07-13       Impact factor: 11.205

8.  Advanced data-mining strategies for the analysis of direct-infusion ion trap mass spectrometry data from the association of perennial ryegrass with its endophytic fungus, Neotyphodium lolii.

Authors:  Mingshu Cao; Albert Koulman; Linda J Johnson; Geoffrey A Lane; Susanne Rasmussen
Journal:  Plant Physiol       Date:  2008-02-20       Impact factor: 8.340

9.  E/Z-Thesinine-O-4'-alpha-rhamnoside, pyrrolizidine conjugates produced by grasses (Poaceae).

Authors:  Albert Koulman; Claudine Seeliger; Patrick J B Edwards; Karl Fraser; Wayne Simpson; Linda Johnson; Mingshu Cao; Susanne Rasmussen; Geoffrey A Lane
Journal:  Phytochemistry       Date:  2008-05-06       Impact factor: 4.072

10.  Analysis of high-molecular-weight fructan polymers in crude plant extracts by high-resolution LC-MS.

Authors:  Scott Harrison; Karl Fraser; Geoff Lane; Daniel Hughes; Silas Villas-Boas; Susanne Rasmussen
Journal:  Anal Bioanal Chem       Date:  2011-09-17       Impact factor: 4.142

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  14 in total

1.  Breeding strategies for forage and grass improvement.

Authors:  Susanne Barth
Journal:  Ann Bot       Date:  2012-11       Impact factor: 4.357

2.  Multifaceted investigation of metabolites during nitrogen fixation in Medicago via high resolution MALDI-MS imaging and ESI-MS.

Authors:  Erin Gemperline; Dhileepkumar Jayaraman; Junko Maeda; Jean-Michel Ané; Lingjun Li
Journal:  J Am Soc Mass Spectrom       Date:  2014-10-17       Impact factor: 3.109

3.  Metabolomics and hormonomics to crack the code of filbert growth.

Authors:  Lauren A E Erland; Christina E Turi; Praveen K Saxena; Susan J Murch
Journal:  Metabolomics       Date:  2020-04-25       Impact factor: 4.290

4.  Tall fescue endophyte effects on tolerance to water-deficit stress.

Authors:  Padmaja Nagabhyru; Randy D Dinkins; Constance L Wood; Charles W Bacon; Christopher L Schardl
Journal:  BMC Plant Biol       Date:  2013-09-09       Impact factor: 4.215

5.  Untargeted Metabotyping Lolium perenne Reveals Population-Level Variation in Plant Flavonoids and Alkaloids.

Authors:  Mingshu Cao; Karl Fraser; Chris Jones; Alan Stewart; Thomas Lyons; Marty Faville; Brent Barrett
Journal:  Front Plant Sci       Date:  2017-02-07       Impact factor: 5.753

6.  Morpho-physiological responses of tall wheatgrass populations to different levels of water stress.

Authors:  Celina I Borrajo; Adela M Sánchez-Moreiras; Manuel J Reigosa
Journal:  PLoS One       Date:  2018-12-17       Impact factor: 3.240

7.  The Metabolic Response of Brachypodium Roots to the Interaction with Beneficial Bacteria Is Affected by the Plant Nutritional Status.

Authors:  Martino Schillaci; Cheka Kehelpannala; Federico Martinez-Seidel; Penelope M C Smith; Borjana Arsova; Michelle Watt; Ute Roessner
Journal:  Metabolites       Date:  2021-06-03

8.  Metabolomics as a tool to investigate abiotic stress tolerance in plants.

Authors:  Vicent Arbona; Matías Manzi; Carlos de Ollas; Aurelio Gómez-Cadenas
Journal:  Int J Mol Sci       Date:  2013-03-01       Impact factor: 5.923

9.  Galanthamine, an anticholinesterase drug, effects plant growth and development in Artemisia tridentate Nutt. via modulation of auxin and neutrotransmitter signaling.

Authors:  Christina E Turi; Katarina E Axwik; Anderson Smith; A Maxwell P Jones; Praveen K Saxena; Susan J Murch
Journal:  Plant Signal Behav       Date:  2014-03-31

Review 10.  The quest for tolerant varieties: the importance of integrating "omics" techniques to phenotyping.

Authors:  Michel Zivy; Stefanie Wienkoop; Jenny Renaut; Carla Pinheiro; Estelle Goulas; Sebastien Carpentier
Journal:  Front Plant Sci       Date:  2015-07-09       Impact factor: 5.753

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