Standardised metabolite annotation workflows for enhancing biological interpretation in metabolomic data repositories

Lead Research Organisation: European Bioinformatics Institute
Department Name: OMICs

Abstract

Abstracts are not currently available in GtR for all funded research. This is normally because the abstract was not required at the time of proposal submission, but may be because it included sensitive information such as personal details.

Planned Impact

Impact Summary - Standardised metabolite annotation workflows for enhanced biological interpretation in metabolomic data repositories

There will be a number of direct or indirect benefits observed by academic and industrial research groups, commercial industrial companies, and the research staff employed for the proposed research. Many national and international academic groups and businesses will benefit from the publicly accessible datasets with significantly increased numbers of metabolites which are identified. These include:

1. Academic researchers performing non-targeted metabolomics using LC-MS and NMR. The resource developed will benefit
research in to microbes, plants and animals in areas including synthetic biology, crop production and human ageing in two different ways (i) an open access computational resource which will be available to all researchers globally to apply in their research and (ii) access to approximately 2000 currently deposited metabolomic datasetswith enriched numbers of identified metabolites and therefore containing higher levels of metabolic and biological information.

2. Industry scientists performing metabolism research who can benefit in the same ways as for academic researchers. The computational workflow developed can be applied by these researchers and the biologically enriched datasets can be investigated to support greater understanding of the metabolism underlying the production of pharmaceuticals and chemicals and in improved crop production, as examples.

3. Government agencies in the UK performing metabolism research who can benefit in the same ways as for academic researchers. The computational workflow developed can be applied by these researchers and the biologically enriched datasets can be investigated to support their research. For example, the Department for Environment, Food and Rural Affairs in the UK who through the FERA facility apply non-targeted metabolomics for food safety and food authenticity testing and crop protection.

4. Commercial instrument suppliers, specifically those supplying mass spectrometers and nuclear magnetic resonance spectrometers as the resource will be applicable to a range of different analytical platforms from different commercial instrument suppliers.

5. Post-doctoral research associates employed during the research through training in different scientific disciplines and through personal and organisational development.

Publications

10 25 50
 
Description The technology used in Metabolomics and the data generated by that technology are both very diverse. There was a pressing need to standardise annotation workflows in order to ensure FAIR principles were applied to the data and the data could be comparable across laboratories and countries. A number of such workflows were developed, fine-tuned and made available at https://workflow4metabolomics.usegalaxy.fr. The deployment at the EMBL-EBI has been delayed by an infrastructure move which has also been affected by the coronavirus pandemic. Also affected by the pandemic is the training that was planned to be carried out in 2020 in f2f course at both EMBL-EBI and Imperial. It is now planned to schedule these virtually in 2021.
Exploitation Route These workflows are being used by various metabolomics laboratories and enabling the data to be generated to be compared and reused.
Sectors Agriculture, Food and Drink,Chemicals,Environment,Pharmaceuticals and Medical Biotechnology

URL https://workflow4metabolomics.usegalaxy.fr
 
Description 2020BBSRC-NSF/BIO: Linking Mass Spectrometry Computational Ecosystems to Enhance Biological Insights of Publicly-Available Data
Amount £321,113 (GBP)
Funding ID BB/W000156/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 03/2022 
End 03/2025
 
Description ASMS workshop 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Workshop on the Vizualization of Madd Spectrometry relate data was provided at the conferance for the American Society for Mass Spectrometory. This aimed to enable reseacher to get a better understanding of the ways in they can use MS data visualizations techniques in thier research.
Year(s) Of Engagement Activity 2022
URL https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&ved=2ahUKEwjKo4mo99v9AhUHVaQEHevIBQEQ...
 
Description International Summer School on Non-Targeted Metabolomics 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Provided training as part of the 2nd International summer school on Non-Targetted Metabolomics, with the aim of providing researchers with and introduction to Non-Targetting metabolomics, experimental design and in depth training on the handling of Mass spec data anaylsis. This is to encourge the use and analysis of Metabolomics data in research.
Year(s) Of Engagement Activity 2022
URL https://www.functional-metabolomics.com/metabosummerschool2022
 
Description Introduction to metabolomics analysis course 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact This 4 day course provided scientists with an introduction to metabolomics and using publically available data, software and tools. It gave a hands-on tutorial on how to use the toold for data analysis and data submission. This will enable scientists to better use the study of metabolomics in their research.
Year(s) Of Engagement Activity 2022
URL https://www.ebi.ac.uk/training/events/introduction-metabolomics-analysis/
 
Description METABO-OPEN 2022 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Workshop provided at the Metabo-open 2022 training which was a training school in metabolomics fair data managament. Multiple sessions where provided by the team to enable researcher to better understand and use metabolomics data and MetaboLights. Incuding a session on how to upload their data into the metabolights resource.
Year(s) Of Engagement Activity 2022
URL https://integrape.eu/metabo-open-2022/
 
Description MetaboLight Webinar 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Creation of "MetaboLights: the home for metabolomics experiments and derived infromation" webinar. This is aimed to enable anyone who is interested in studying metabolites and metabolomics to learn about the MetaboLights resource.
Year(s) Of Engagement Activity 2022
 
Description PAG 30 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Presentation as part of a workshop on Genome Annotation Resources at the EBI. This was aimed at providing Plant and Animal researcher with more information on how they can use MetaboLights within thier research. Specifically how they can access metabolomic day for key species.
Year(s) Of Engagement Activity 2023
URL https://plan.core-apps.com/pag_2023/event/3cee484866e6d00c5e492240c4d183f7
 
Description Workflow 4 metabolomics 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Postgraduate students
Results and Impact Workshop provided as part of a week long course on how to analyze LC-MS, GS-MS or NMR data. Within this the use of MetaboLights as a data repository was explained to researchers.
Year(s) Of Engagement Activity 2023
URL https://workflow4metabolomics.org/w4e2023