ReviewInternational journal of molecular sciences2022
Advances in Plant Metabolomics and Its Applications in Stress and Single-Cell Biology.
Review in International journal of molecular sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 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
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Who cites it
41 citing papers in PubMed.
- Overview of molecular mechanisms underlying stress responses; signaling pathways and secondary metabolite synthesis in plants.Plant molecular biology · 2026Review
- Role of the Gut-Liver-Kidney Axis in Disease Manifestation and Biomarker Alterations.International journal of molecular sciences · 2026Review
- Review
- Climate change and crop resilience: harnessing metabolomics for predicting stress tolerance.The New phytologist · 2026Review
- Integrated Metabolomics and Transcriptomics Provided Novel Insights into the Biosynthetic Regulation of Phenolic Compounds inFoods (Basel, Switzerland) · 2026Article
- A polarity-based two-dimensional LC-MS/MS distribution strategy combined with ion identity molecular networking for enhanced metabolite annotation in Astragalus Radix species.Analytical and bioanalytical chemistry · 2026Article
- Specialized Metabolic Reprogramming in Plant Immunity: Biosynthetic Networks, Spatiotemporal Regulation, and Quantitative Defense.Plants (Basel, Switzerland) · 2026Review
- Transcriptomic and metabolomic changes associated with the induction and initiation of juice sacs in citrus fruit.Planta · 2026Article
- Terrestrial Plant- and Algal-Derived Biostimulants as Modulators of ROS and Hormone Networks in Crop Abiotic Stress Resilience.Plants (Basel, Switzerland) · 2026Review
- Chemical Signaling and Metabolomic Crosstalk in Endophytic Fungi-Medicinal Plant Symbioses for Natural Product Discovery and Sustainable Bioproduction.Metabolites · 2026Review
- Chemical armed allies promote plant resistance to pathogen: The contribution of arbuscular mycorrhizal fungi to an invasive weed.Mycorrhiza · 2026Article
- Tissue-specific metabolomic profiling reveals cultivar-dependent drought tolerance mechanisms in rice (Oryza sativa L.).BMC plant biology · 2026Article
- Latest Developments in Mass Spectrometry-Based Techniques for Metabolomics Analysis.Advances in experimental medicine and biology · 2026Review
- Responses and adaptations of plants to abiotic stress: transcriptional regulation of secondary metabolic pathways, metabolomics, and nanobiological approaches.Frontiers in genetics · 2026Review
- Fungal allies in saline soils: mineral mobilization, plant nutrient acquisition and salinity stress tolerance.Frontiers in microbiology · 2026Review
- Implications of exogenous allantoin in enhancing growth and development of Vitis vinifera L. cultivars under semi-arid condition.Scientific reports · 2025Article
- The metabolic landscape of tomato roots during arbuscular mycorrhizal symbiosis reveals lipid-related metabolic rewiring.Plant cell reports · 2025Article
- Single-cell omics in plant biology: mechanistic insights and applications for crop improvement.Advanced biotechnology · 2025Review
- Multi-Omics Approaches Against Abiotic and Biotic Stress-A Review.Plants (Basel, Switzerland) · 2025Review
- Deciphering nutrient stress in plants: integrative insight from metabolomics and proteomics.Functional & integrative genomics · 2025Review
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
In the past two decades, the post-genomic era envisaged high-throughput technologies, resulting in more species with available genome sequences. In-depth multi-omics approaches have evolved to integrate cellular processes at various levels into a systems biology knowledge base. Metabolomics plays a crucial role in molecular networking to bridge the gaps between genotypes and phenotypes. However, the greater complexity of metabolites with diverse chemical and physical properties has limited the advances in plant metabolomics. For several years, applications of liquid/gas chromatography (LC/GC)-mass spectrometry (MS) and nuclear magnetic resonance (NMR) have been constantly developed. Recently, ion mobility spectrometry (IMS)-MS has shown utility in resolving isomeric and isobaric metabolites. Both MS and NMR combined metabolomics significantly increased the identification and quantification of metabolites in an untargeted and targeted manner. Thus, hyphenated metabolomics tools will narrow the gap between the number of metabolite features and the identified metabolites. Metabolites change in response to environmental conditions, including biotic and abiotic stress factors. The spatial distribution of metabolites across different organs, tissues, cells and cellular compartments is a trending research area in metabolomics. Herein, we review recent technological advancements in metabolomics and their applications in understanding plant stress biology and different levels of spatial organization. In addition, we discuss the opportunities and challenges in multiple stress interactions, multi-omics, and single-cell metabolomics.
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Registered trials
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