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Background: Conventional metabolomics approaches face the problem of hidden metabolic phenotypes where only fluxes are altered but pool sizes stay constant. Metabolic flux experiments are used to detect such hidden flux phenotypes. These experiments are, however, time consuming, may be cost intensive, and involve specialists for modeling. We fill the gap between conventional metabolomics and flux modeling. We present rapid stable isotope tracing assays and analysis strategies of C labeling data. For this purpose, we combine the conventional metabolomics approach that detects significant relative changes of metabolite pool sizes with analyses of differential utilization of C labeled carbon. As a test case, we use uniformly labeled C-sucrose.
Results: We present petiole and hypocotyl feeding assays for the rapid in situ feeding (≤ 4 h) of isotopically labeled metabolic precursor to whole rosettes. The assays are assessed by conventional gas chromatography-mass spectrometry based metabolite profiling that was extended by joined differential analysis of C-labeled sub-pools and of C enrichment of metabolites relative to the enrichment of C-sucrose within each sample. We apply these analyses to the sink to source transition continuum of leaves from single rosettes and characterize the associated relative changes of metabolite pools, as well as previously hidden changes of sucrose-derived carbon partitioning. We compared the contribution of sucrose as a carbon source in predominantly sink to predominantly source leaves and identified a set of primary metabolites with differential carbon utilization during sink to source transition.
Conclusion: The presented feeding assays and data evaluation strategies represent a rapid and easy-to-use tool box for enhanced metabolomics studies that combine differential pool size analysis with screening for differential carbon utilization from defined stable isotope labeled metabolic precursors.
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http://dx.doi.org/10.1186/s13007-017-0239-6 | DOI Listing |
J Hazard Mater
September 2025
Department of Botany, Jamia Hamdard, New Delhi 110062, India. Electronic address:
Lanthanum (La), being one of the crucial rare earth elements (REEs), plays an explicit role in agriculture as fertilizer. Due to its hormetic response, it exhibits dualistic behaviour in Triticum aestivum (wheat) plants. Abscisic acid (ABA) is a key plant hormone regulating various physiological and metabolomic responses in plants, but the interaction between La and ABA remains unclear.
View Article and Find Full Text PDFMar Environ Res
September 2025
Laboratory for Marine Ecology and Environmental Science, Qingdao National Laboratory for Marine Science and Technology, Qingdao, 266237, China; Frontiers Science Center for Deep Ocean Multispheres and Earth System, and Key Laboratory of Marine Chemistry Theory and Technology, Ministry of Education,
Simultaneous measurements of dimethylsulfide (DMS) and isoprene in seawater and the overlying atmosphere were conducted in the tropical western Pacific Ocean during February-March 2017. Surface seawater exhibited a strong correlation between DMS and dimethylsulfoniopropionate (DMSP), with similar spatial distributions, whereas dimethylsulfoxide (DMSO) displayed an opposing trend. Latitudinal and vertical profiles of DMS, DMSP, and isoprene revealed their pronounced dependence on biological factors, particularly in subsurface layers.
View Article and Find Full Text PDFEcol Lett
September 2025
State Key Laboratory of Forage Breeding-by-Design and Utilization, Key Laboratory of Vegetation and Environmental Change, Institute of Botany, Chinese Academy of Sciences, Beijing, China.
Symbioses with mycorrhizal fungi and nitrogen-fixing bacteria (NFB) enhance nitrogen (N) acquisition in host plants and may promote N transfer to neighbouring plants through mycorrhizal networks (MN). Nevertheless, the extent and mechanisms of this transfer remain unclear. On the basis of a synthesis of N labeling studies, we show that MN and NFB synergistically enhanced interplant N sharing.
View Article and Find Full Text PDFJ Hazard Mater
September 2025
Division of Environmental Science and Engineering, Pohang University of Science and Technology (POSTECH), Pohang 37673, Republic of Korea. Electronic address:
While mercury (Hg) concentration and isotope analyses play pivotal roles in understanding contamination levels and Hg sources, complex hydrodynamics often obscure Hg transport pathways from source to sink. We applied hydrodynamic modeling with Hg stable isotopes to unravel source-specific contamination processes and propose effective management strategies in an estuarine system (Yeongil Bay) impacted by Hg-contaminated riverine input (Hyeongsan River) in Korea. Sediment isotope data revealed contributions of three sources: legacy Hg from the river, regional background Hg, and atmospheric Hg sources.
View Article and Find Full Text PDFPlant Physiol Biochem
September 2025
Institute of Crop Science, Zhejiang Key Laboratory of Crop Germplasm, Zhejiang University, Hangzhou, 310058, China. Electronic address:
Magnesium (Mg) is an essential macronutrient in plants, vital for photosynthesis, enzyme activation, protein synthesis, and carbon metabolism. This study evaluated the effects of magnesium oxide nanoparticles (MgO NPs) on growth, physiological performance, and rhizosphere microbial composition in soybean (Glycine max L.).
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