Discoveries

See the impact of SIRIUS firsthand! This archive showcases exciting discoveries and major breakthroughs made by research groups worldwide. Explore how the power of SIRIUS is elevating small molecule data analysis across diverse fields, including drug discovery, human health, diagnostics, food industry, monitoring, microbiomics, environmental toxicology, and materials science. For an extensive list of publications by independent research groups using the SIRIUS software framework, click here.

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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Discoveries

Scouring the oceans: Revealing the chemical potential of marine microorganisms with SIRIUS

Marine microorganisms offer a rich source of bioactive compounds with unique structures and remarkable biological activity. This makes them an important resource for the search for new therapeutic compounds, which is one of the most pressing challenges of our time. To narrow down the search to the most promising microorganisms, SIRIUS is nearly doubling the number of natural products annotated to estimate the chemical potential of microbial extracts.

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