ReviewAnnals of botany2012
Metabolomics of forage plants: a review.
Review in Annals of botany, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
19 citing papers in PubMed, 58 citations in OpenAlex.
- Metabolomic Profile and Antioxidant Capacity of Hungarian Clover (Trifolium pannonicum Jacq.) and Its Contribution to Agrobiodiversity.Chemistry & biodiversity · 2026Article
- Microorganisms as Potential Accelerators of Speed Breeding: Mechanisms and Knowledge Gaps.Plants (Basel, Switzerland) · 2025Review
- Metabolic Profiling and Metabolite Correlation Network Analysis Reveal ThatJournal of fungi (Basel, Switzerland) · 2021Article
- Article
- The Metabolic Response of Brachypodium Roots to the Interaction with Beneficial Bacteria Is Affected by the Plant Nutritional Status.Metabolites · 2021Article
- Comparison of Plant Metabolites in Root Exudates ofJournal of fungi (Basel, Switzerland) · 2021Article
- Examining the Impacts of COJournal of fungi (Basel, Switzerland) · 2020Article
- Metabolomics and hormonomics to crack the code of filbert growth.Metabolomics : Official journal of the Metabolomic Society · 2020Article
- A large-scale metabolomics study to harness chemical diversity and explore biochemical mechanisms in ryegrass.Communications biology · 2019Article
- Integrating transcriptomic techniques and k-means clustering in metabolomics to identify markers of abiotic and biotic stress in Medicago truncatula.Metabolomics : Official journal of the Metabolomic Society · 2018Article
- Chinese Black Truffle (Frontiers in microbiology · 2018Article
- Morpho-physiological responses of tall wheatgrass populations to different levels of water stress.PloS one · 2018Article
- Untargeted MetabotypingFrontiers in plant science · 2017Article
- The quest for tolerant varieties: the importance of integrating "omics" techniques to phenotyping.Frontiers in plant science · 2015Review
- Multifaceted investigation of metabolites during nitrogen fixation in Medicago via high resolution MALDI-MS imaging and ESI-MS.Journal of the American Society for Mass Spectrometry · 2015Article
- Galanthamine, an anticholinesterase drug, effects plant growth and development in Artemisia tridentate Nutt. via modulation of auxin and neutrotransmitter signaling.Plant signaling & behavior · 2014Article
- Tall fescue endophyte effects on tolerance to water-deficit stress.BMC plant biology · 2013Article
- Metabolomics as a tool to investigate abiotic stress tolerance in plants.International journal of molecular sciences · 2013Article
- Breeding strategies for forage and grass improvement.Annals of botany · 2012Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundForage 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.
conclusionsMetabolomics 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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