This online course offers a comprehensive, hands-on training in processing and analysing metabolomics data from LC-MS and NMR technologies.
Attendees will have the opportunity to:
Learning and teaching methods
Attendees will have the opportunity to:
- Learn directly from internationally recognised leaders in the field;
- Benefit from practical training in computational techniques and statistical methods;
- Enjoy excellent networking opportunities with IIPTC specialists and fellow trainees.
- Describe the main ideas and concepts underlying untargeted metabolomics
- Outline the characteristics of NMR & LCMS metabolomic data, and how these influence data analysis
- Process both NMR and LCMS metabolomic data, ensuring high quality and reproducibility
- Discuss the concepts, strengths and weaknesses of multivariate statistical techniques such as PCA and OPLS as applied to metabolomics data
- Summarise the main data-driven techniques helping to identify unknown metabolites
- Explain the main ideas behind pathway analysis with metabolite data
- Apply all these tools to your own data with confidence and understanding
Learning and teaching methods
- Lectures covering the computational metabolomics techniques
- Hands-on practical sessions analysing example data sets
- Discussion and Q&A sessions addressing key data analysis topics