ReviewaBIOTECH2025
Plant metabolomics: applications and challenges in the era of multi-omics big data.
Review in aBIOTECH, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers.
What it found
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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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
34 citing papers in PubMed.
- Drought Stress Mediated Changes in Food Crops: Mechanisms and Remediation Strategies.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Chemical Ontogeny in Plants: Developmental Dynamics of Specialized Metabolism and Implications for Ecology, Quality Control, and Bioprospecting.Plants (Basel, Switzerland) · 2026Review
- From Green to Ripe: Untargeted UHPLC-Orbitrap-MS Lipidomic Profiling of Cacao Seed and Pod Husk during Maturation.Journal of agricultural and food chemistry · 2026Article
- Application of Metabolomics in Defence Responses ofMetabolites · 2026Review
- Nutritional Modulation of Epigenetic Responses to Heat Stress in Farm Animals: Evidence, Limitations and Perspectives.Animals : an open access journal from MDPI · 2026Review
- Integrated Metabolomics and Transcriptomics Provided Novel Insights into the Biosynthetic Regulation of Phenolic Compounds inFoods (Basel, Switzerland) · 2026Article
- Ultra-performance liquid chromatography-quadrupole time-of-flight mass spectrometry metabolomic profiling reveals harvest age dependent changes in the roots of Pelargonium sidoides DC.Metabolomics : Official journal of the Metabolomic Society · 2026Article
- Next-Generation Metabolic Engineering of Capsaicinoids Biosynthesis in Chilli Pepper: Bridging Genomic Insights to Biotechnological Applications.Biotech (Basel (Switzerland)) · 2026Review
- Metabolic and Transcriptomic Basis of Quality Divergence in Onions (Plants (Basel, Switzerland) · 2026Article
- Non-Targeted Metabolomic Analyses Provide Insights into Exogenous Trehalose-Mediated Heat Stress Tolerance in Tea Plants (Plants (Basel, Switzerland) · 2026Article
- Analysis of Differential Metabolites in Citrus Leaves Infected with Huanglongbing and Screening of Biomarkers for Early Detection.Molecules (Basel, Switzerland) · 2026Article
- Metabolomics Analysis of Aged Garlic Extract for the Identification of Novel Compounds.Metabolites · 2026Article
- Unlocking translational control of specialized metabolism in plants through 5'UTR structure.Science advances · 2026Article
- Deciphering lipid biosynthesis and regulation in Isatis species through combined metabolomic and transcriptomic analysis.BMC plant biology · 2026Article
- Plant Immunometabolism: Metabolic Reprogramming Linking Developmental Signaling and Defense Metabolites.International journal of molecular sciences · 2026Review
- CartograPlant: bridging genomic, phenotypic, and environmental data to advance plant resilience and eco-evolutionary insight.Genetics · 2026Article
- Deciphering Pesticide Stress Responses in Rice Through Integrated Multi-Omic Assessment.Toxics · 2026Review
- Arabidopsides as Signatory Biomarkers of theInternational journal of molecular sciences · 2026Review
- Gas Chromatography-Mass Spectrometry (GC-MS) in the Plant Metabolomics Toolbox: GC-MS in Multi-Platform Metabolomics and Integrated Multi-Omics Research.International journal of molecular sciences · 2026Review
- Spinning together agricultural and evo-devo research for Gynandropsis gynandra (spider plant).Annals of botany · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Plant metabolites are crucial for the growth, development, environmental adaptation, and nutritional quality of plants. Plant metabolomics, a key branch of systems biology, involves the comprehensive analysis and interpretation of the composition, variation, and functions of these metabolites. Advances in technology have transformed plant metabolomics into a sophisticated process involving sample collection, metabolite extraction, high-throughput analysis, data processing, and multidimensional statistical analysis. In today's era of big data, the field is witnessing an explosion in data acquisition, offering insight into the complexity and dynamics of plant metabolism. Moreover, multiple omics strategies can be integrated to reveal interactions and regulatory networks across different molecular levels, deepening our understanding of plant biological processes. In this review, we highlight recent advances and challenges in plant metabolomics, emphasizing the roles for this technique in improving crop varieties, enhancing nutritional value, and increasing stress resistance. We also explore the scientific foundations of plant metabolomics and its applications in medicine, and ecological conservation.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.