ArticleBMC plant biology2018
Proteomics integrated with metabolomics: analysis of the internal causes of nutrient changes in alfalfa at different growth stages.
Article in BMC plant biology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
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34 citing papers in PubMed, 95 citations in OpenAlex.
- Breeding of a Multifoliolate Alfalfa Population Using CRISPR/Cas9-Generated Mutants and Evaluation of Agronomic Traits and Nutritive Value.Plants (Basel, Switzerland) · 2026Article
- Proteomics analysis of nitrogen stress on the influence of carbon and nitrogen metabolism of flue-cured tobacco.BMC genomics · 2025Article
- Metabolic Characteristics of PGPR-Induced Growth Promotion in Alfalfa (Metabolites · 2025Article
- Assessment of nutritional value, aerobic stability and measurement of in vitro fermentation parameters of silage prepared from several leguminous plants.BMC plant biology · 2025Article
- Proteomics integrated with metabolomics: Analysis of the internal mechanism underlying changes in meat quality in different muscles from bactrian camels.Food chemistry: X · 2025Article
- Foliar Spraying of Nanoselenium Improves the Nutritional Quality of Alfalfa by Recruiting Beneficial Phyllosphere Bacteria and Regulating the Distribution and Translocation of Selenium.Journal of agricultural and food chemistry · 2025Article
- Abiotic stress responses in forage crops and grasses: the role of secondary metabolites and biotechnological interventions.Frontiers in plant science · 2025Review
- Actinomycetes - The Repertoire of Diverse Bioactive Chemical Molecules: From Structures to Antibiotics.Current topics in medicinal chemistry · 2025Review
- Nitrogen fertilizer application for improving the biomass, quality, and nitrogen fixation of alfalfa (PeerJ · 2025Article
- Article
- Combined Proteomic and Metabolomic Analyses Reveal the Comprehensive Regulation ofJournal of fungi (Basel, Switzerland) · 2024Article
- Spatial specificity of metabolism regulation of abscisic acid-imposed seed germination inhibition in Korean pine (Pinus koraiensis sieb et zucc).Frontiers in plant science · 2024Article
- Blue Light Regulates Cell Wall Structure and Carbohydrate Metabolism of Soybean Hypocotyl.International journal of molecular sciences · 2023Article
- The Role ofMolecules (Basel, Switzerland) · 2022Article
- OMICS in Fodder Crops: Applications, Challenges, and Prospects.Current issues in molecular biology · 2022Review
- Nutritional Value, Fermentation Characteristics and In Vitro Degradability of Whole Wheat Hay Harvested at Three Stages of Maturity.Animals : an open access journal from MDPI · 2022Article
- Distinct rhizosphere soil responses to nitrogen in relation to microbial biomass and community composition at initial flowering stages of alfalfa cultivars.Frontiers in plant science · 2022Article
- Multi-omics analyses reveal new insights into nutritional quality changes of alfalfa leaves during the flowering period.Frontiers in plant science · 2022Article
- Combining Proteomics and Metabolomics to Analyze the Effects of Spaceflight on Rice Progeny.Frontiers in plant science · 2022Article
- Differentially expressed genes related to plant height and yield in two alfalfa cultivars based on RNA-seq.PeerJ · 2022Article
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Authors and funding
6 authors at 1 institution in 1 country.
Funding
Abstract
backgroundAlfalfa (Medicago sativa L.) is one of the most important forage resources in the world due to its high nutritive value. However, its nutritional quality decreases during the transition from budding to flowering. Previous research revealed a decreased crude protein content and increased fibre content in alfalfa forage harvested at later maturity stages, leading to a reduction in nutritional quality. However, the reasons for this phenomenon have not been explained at the molecular level.
resultsIn this study, leaves from the WL319HQ alfalfa cultivar were harvested at two developmental stages (budding and mid-flowering). The leaves were used to test the variable expression of proteins and metabolites during these stages. TMT-based quantitative proteomics and LC-MS/MS-based untargeted metabolomics methods were employed in this study. A total of 415 proteins and 49 metabolites showed at least a 1.2-fold difference in abundance during these stages. Most of the differentially expressed proteins and metabolites were involved in metabolic processes, including carbohydrate metabolism, starch and sucrose metabolism, phenylpropanoid biosynthesis, and biosynthesis of amino acids. Alfalfa leaves in mid-flowering contain less crude protein due to the decrease in L-glutamic acid content. Carbohydrate metabolism provides the raw material for the synthesis of hemicellulose, resulting in an increase in the hemicellulose content of the alfalfa leaves, leading to an increase in the NDF content. In addition, the increase in L-phenylalanine content could have provided the conditions necessary for lignin synthesis. These are the main factors leading to reductions in alfalfa relative feed value (RFV) and quality.
conclusionsThis study used joint proteomic and metabolomic analyses to elucidate the relationship between the reduction in the nutritional value of alfalfa and complex biological processes. This provides a theoretical basis for producing high-quality alfalfa hay and sets the stage for further research.
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