Discover how research groups are leveraging the power of SIRIUS to elevate their metabolomics data analysis across various fields, including drug discovery, diagnostics, food industry, environmental toxicology, and materials science. Explore exciting discoveries and find out how our tools can empower you to uncover the next groundbreaking molecule. For an extensive list of discoveries, click here.

SIRIUS is setting new standards in molecular identification, enabling the elucidation of previously uncharted compounds, and making a valuable contribution to both science and industry. Our commitment is to continue improving SIRIUS and shaping the future of metabolomics research by initiating new research projects to further this mission.

A forest bathed in sunlight. Lignin is essential for stability of wood.
Discoveries

Adding value to by-products: Unraveling the complex structure of lignin with SIRIUS

Despite being one of Earth’s most abundant polymeric organic compounds, lignin is often considered a lower-value byproduct in industrial processes. Converting lignin into valuable chemicals or biomaterials requires a thorough structural characterisation of depolymerised products. This non-targeted analysis method involving 2D liquid chromatography and high-resolution tandem mass spectrometry uses SIRIUS in versatile ways to unravel the complex structures of depolymerized lignin.

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Discoveries

Potential risk of impurities in pesticides: Elucidating structurally related impurities using ZODIAC

Thiacloprid is a first-generation, widely used, neonicotinoid insecticide. Its persistence in the environment and potential adverse effects on human health have raised significant concerns. Elucidating the impurity profile of pesticides is crucial for assessing their environmental impact and potential risks, and setting acceptable limits for impurities. Using enhanced molecular formula identification with ZODIAC, researchers demonstrate an approach for identifying structurally related impurities in pesticides.

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Discoveries

Green silver: Unveiling the role of biomolecules in plant-based nanoparticle synthesis with SIRIUS

Metal nanoparticles from gold, silver, iron, copper, and others, range in size from 1 to 100 nanometers and have a broad variety of applications in computing, optics, cosmetics, food industry, medicine, and water treatment. Silver nanoparticles, known for their antimicrobial properties, are effective for remediating contaminated waters. Plant extracts are used as reducing agents for the environmentally friendly synthesis of silver nanoparticles. To improve this synthesis, identifying the biomolecules involved in the process is crucial. UHPLC-QTOF-MS and SIRIUS identified the key phenolic compounds involved in the silver reduction.

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Radula complanata
Discoveries

A liverwort under stress: compound classification with CANOPUS to detect metabolic shifts

Liverworts are chemically diverse plants with unique cell organelles responsible for the synthesis and storage of specialized metabolites. Untargeted metabolomics was used to analyze the metabolic stress response of liverworts without isolating individual metabolites. CANOPUS classified the affected compounds, and helped to map the biochemical pathways of the unique stress response of liverworts compared to vascular plants.

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