ArticleFrontiers in plant science2019
Live Single-Cell Metabolomics With Matrix-Free Laser/Desorption Ionization Mass Spectrometry to Address Microalgal Physiology.
Article in Frontiers in plant science, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 34 citations in OpenAlex.
- Advanced technologies of single-cell metabolomics unveiling cellular metabolic heterogeneity for biological and biomedical research.Journal of food and drug analysis · 2026Review
- The ecology of bacterial attachment to phytoplankton.Nature microbiology · 2026Review
- Plant Metabolomics: The Future of Anticancer Drug Discovery.Pharmaceuticals (Basel, Switzerland) · 2024Review
- Single Cell mass spectrometry: Towards quantification of small molecules in individual cells.Trends in analytical chemistry : TRAC · 2024Article
- Lipid biomarkers for algal resistance to viral infection in the ocean.Proceedings of the National Academy of Sciences of the United States of America · 2023Article
- Label-free and noninvasive analysis of microorganism surface epistructures at the single-cell level.Biophysical journal · 2023Article
- Review
- Advances in Plant Metabolomics and Its Applications in Stress and Single-Cell Biology.International journal of molecular sciences · 2022Review
- Microbial metabolites in the marine carbon cycle.Nature microbiology · 2022Review
- Influence of Ion Source Geometry on the Repeatability of Topographically Guided LAESI-MSI.Journal of the American Society for Mass Spectrometry · 2022Article
- The limitless applications of single-cell metabolomics.Current opinion in biotechnology · 2021Review
- Single cell metabolomics using mass spectrometry: Techniques and data analysis.Analytica chimica acta · 2021Review
- A new glance at the chemosphere of macroalgal-bacterial interactions: In situ profiling of metabolites in symbiosis by mass spectrometry.Beilstein journal of organic chemistry · 2021Article
- Plant Single-Cell Metabolomics-Challenges and Perspectives.International journal of molecular sciences · 2020Review
- Identification to species level of live single microalgal cells from plankton samples with matrix-free laser/desorption ionization mass spectrometry.Metabolomics : Official journal of the Metabolomic Society · 2020Article
- Bioengineering of Microalgae: Recent Advances, Perspectives, and Regulatory Challenges for Industrial Application.Frontiers in bioengineering and biotechnology · 2020Review
- Single Cell Metabolomics: A Future Tool to Unmask Cellular Heterogeneity and Virus-Host Interaction in Context of Emerging Viral Diseases.Frontiers in microbiology · 2020Review
- The oomycete Lagenisma coscinodisci hijacks host alkaloid synthesis during infection of a marine diatom.Nature communications · 2019Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Unicellular phototrophic algae can form massive blooms with up to millions of individual cells per milliliter in freshwater and marine ecosystems. Despite the temporal dominance of bloom formers many algal species can co-exist and compete for nutrients and space, creating a complex and diverse community. While microscopy and single cell genomics can address the taxonomic inventory, the cellular metabolome has yet to be thoroughly explored to determine the physiological status of microalgae. This might, however, provide a key to understand the observed species diversity in the homogeneous environment. Here, we introduce an effective, rapid and versatile method to analyze living single cells from aqueous substrata with laser-desorption/ionization mass spectrometry (LDI-MS) using a simple and inexpensive matrix-free support. The cells deposited on a cultivation-medium wetted support are analyzed with minimal disturbance as they remain in their natural viable state until their disruption during LDI-MS. Metabolites desorbed from single cells are analyzed on High-Resolution Mass Spectrometry (HR-MS) using the Orbitrap FT-MS technology to fingerprint cellular chemistry. This live single-cell mass spectrometry (LSC-MS) allows assessing the physiological status and strain-specifics of different microalgae, including marine diatoms and freshwater chlorophytes, at the single-cell level. We further report a reliable and robust data treatment pipeline to perform multivariate statistics on the replicated LSC-MS data. Comparing single cell MS spectra from natural phytoplankton samples and from laboratory strains allows the identification and discrimination of inter and intra-specific metabolic variability and thereby has promising applications in addressing highly complex phytoplankton communities. Notably, the herein described matrix-free live-single-cell LDI-HR-MS approach enables monitoring dynamics of the plankton and might explain why key-players survive, thrive, avoid selective feeding or pathogenic virus and bacteria, while others are overcome and die.
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