Clarity Bio SystemsDisease Biomarker Discovery
MTBLS10392
Gut microbiota dysbiosis and altered GABA and bile acid metabolism are linked to Guillain-Barré syndrome
Metabolomic data analysis using
emzing, AI-Powered Software
Unlock the full potential of your raw/LC-MS data
works in-browser/supports mzML files
01The platform
Four modules. One project.
Raw data exploration, data processing, and statistical analysis - all integrated in one place, eliminating the need for data transfer between tools.
All modules share a common project and storage layer, so a feature table curated in Decode opens in Stat or Flux with the metadata already wired.
see · discover
LC-MS raw data exploration
Interactive visualization of raw data files
- TIC and XICs
- Mass scans: Isotope pattern and MS/MS spectra on click
- Session state persists – no reuploading files
03Try it
Explore reanalyzed datasets.
Pick any of these curated studies and it opens in different modules.
the vault
115+ public domain metabolomics datasets,
reprocessed using the emzing workflow.
Every study in the emzing Vault repository has been reprocessed through the deep learning-enabled workflow, so you can compare across cohorts and conduct statistical analyses. Studies across sample types including human biofluids, tissue, plant material, microbial lysates, and spent media, focusing on bioprocessing, isotope labelling, biomarker discovery, and natural product search - and many more all in one place.
115+Projects
10,000+Samples
38,000+Annotated Features
Featured from the Vault
04Published
Method papers.
The models and algorithms in emzing are published with their benchmarks, so you can reproduce them and cite them.
05The company
Built by Clarity Bio.
Our vision is to become the most intelligent and trusted platform for metabolomics data analysis by redefining how scientists interact with mass spectrometry data.
Founding principle
To simplify complex metabolomics workflows using AI-driven automation, enabling researchers to generate accurate, reproducible and scalable scientific insights
- STUDY DESIGN
Untargeted, targeted, and stable isotope tracing workflows scoped end-to-end.
- UNTARGETED METABOLOMICS SERVICES
Metabolite extraction from a range of sample types, data acquisition on HR-LC-MS with optimized methods and robust QC.
- TARGETED PANELS
TQ-LCMS and GC-MS panels and optimized workflows for analyte quantification.
- DATA ANALYTICS
Deep learning-enabled processing with emzing, curated feature tables, and statistics for deep biological insights.
- MODELING
Genome scale metabolic modeling and flux balance analysis, Predictive modeling.
06FAQ
Frequently asked Questions
Get Started
Individual researcher
Open a published project
Pick a MetaboLights dataset and start exploring in Discover.
Try a datasetLab
Book a scoping call
30 minutes with a metabolomics scientist to talk through your workflow.
Evaluating engineer
Read the method paper
The benchmarks and the training set for the Emzing model are all public.
Open ChemRxiv