Building a global metagenomics portal ('MGportal') to handle next generation sequencing data and associated metadata

Lead Research Organisation: European Bioinformatics Institute
Department Name: Sequence Database Group

Abstract

While genomes represent the full genetic (DNA) complement of a single organism, metagenomes represent the DNA of an entire community of organisms. These organisms might be free-living in the environment, or be found on the skin or in the gut of a human being or other species. Microbial organisms play a major role in our everyday health and well-being, which is not surprising when you consider that the number of microbial cells in or on an average human body actually exceeds the number of human cells! Microbes play a similarly important role in the environment; different types of organisms live under different conditions (including extreme habitats, such as the run-off from acid mines or the depths of the oceans). Understanding how these organisms have adapted to their various living conditions will lead to a better understanding of how changes in the environment will have impact on biodiversity in the future. It may also lead to discovery of entirely new species or novel proteins which could have utility as antibiotics or other drugs. Combined with other types of 'omic data, metagenomes hold the promise of unparalleled insights into fundamental questions across a range of fields including evolution, ecology, environment biology, health and medicine. To fully exploit the promise of these data we need both scientific innovation and community agreement on how to provide appropriate stewardship of these resources for the benefit of all. Significant numbers of metagenomics projects have been awarded grants by international funding bodies. Whilst all of these projects have specific, scientifically-interesting aims, they mostly exist in isolation, with little or no cross-referencing to other metagenomic or genomic datasets. Our intention is to leverage existing infrastructure to deliver a world-class metagenomics resource with unique utility for UK-based metagenomics researchers. This resource, MGportal, will utilise user-friendly interfaces, state-of-the-art algorithms and the EBI's unique position as a hub of biological information to measurably enhance the value of these researchers' data. It will be built in close collaboration with the Genomic Standards Consortium (GSC). MGportal will consist of software tools to enable metagenomics researchers to upload their data to the raw nucleotide sequence archives, data analysis pipelines to predict what potential genes are present in the data and what their function is, plus a web interface which will display these data and results in a way that is easy to browse and query. We will hold training courses and a workshop to gain input from the scientific community about the portal. It is hoped that MGportal will eventually allow researchers to understand the results of their metagenomics experiments, as well as seeing how those results compare with the outcomes of other studies.

Technical Summary

While genomes represent the full genetic (DNA) complement of a single organism, metagenomes represent the DNA of an entire community of organisms. Interest in improved sampling of diverse environments (e.g. hosts/gut, plants, soil, etc) combined with advances in the development and application of ultra-high throughput sequence methodologies is set to vastly accelerate the pace at which new metagenomes are generated. Combined with other types of 'omic data, metagenomes hold the promise of unparalleled insights into fundamental questions across a range of fields including evolution, ecology, environment biology, health and medicine. To fully exploit the promise of these data we need both scientific innovation and community agreement on how to provide appropriate stewardship of these resources for the benefit of all. In this three year collaborative project we aim to build an international data resource and portal for metagenomic data at the European Bioinformatics Institute. This portal will manage the submission, storage, dissemination and mining of metagenomic data from data providers across the world. The portal will focus on the capture of rich in contextual information (metadata), working in close collaboration with the Genomic Standards Consortium (GSC) an international working body creating and implementing standards to describe genomes, metagenomes and marker gene sequences. Further, the collaborative use of the ISA Infrastructure software suite for metadata capture will enable capture and sharing of standards compliant data and integration with a range of other data types. The resulting MGPortal will be a major new resource at the EBI. The combined MGPortal Team will engage in a range of community-building activities, including hosting workshops and training activities that both educate data submitters and users and will ensure the portal develops in line with community needs.

Planned Impact

The immediate beneficiaries of this project will be the British, European and Global researchers who are producing metagenomic data through the use of Next Generation Sequencing technologies. Provision of this resource will allow these users to interpret the results of their studies more fully, as they will be able to do so using the context of public datasets that are already in existence (and which are typically better annotated). The integration and adaptation of analysis software already widely used by the genomics community will provide a new repertoire of tools that the metagenomics community will be able to use with confidence. The submission of data to the public archives (which is frequently a requirement of journals if researchers wish to publish dataset-related papers) will be made easier and simpler by improving submission tools and processes. This will be the first comprehensive portal for metagenomics data in Europe, and will allow the UK/Europe to work further in collaboration with other key resources at the international level. Additionally, this project will contribute to the further training of the biological community in bioinformatics, both in the areas of metadata capture and data analysis, and in the data mining and integration of metagenomic data through use of the portal itself. This project will help to foster community-driven standards and grass-roots activities to promote data sharing. New knowledge will arise from a deeper understanding of the environmental context of the genes that are already known from previous studies of isolated organisms. Whilst in many cases it has been possible to elucidate the function of known genes, in other instances, information relating to the conditions under which these genes have evolved and are present remains incomplete, particularly in the absence of true contextual information. Geneticists and environmental scientists will therefore benefit. A further impact of the work described will be derived from the public availability of information from previously uncharacterised organisms and genes (metagenomics is not dependent on an organism to be isolated or in culture before sequencing can occur). These novel organisms and genes will be available for data mining by commercial companies wishing to identify new natural products, such as antibiotics or drugs. Environmental scientists will be able to discover biomarkers for monitoring environmental events. Personal care and pharmaceutical companies can use information from collated metagenomics studies of human samples to identify targets for personal hygiene research or for diseases with a high environmental aetiology, such as coeliac disease. This naturally leads to further benefits for the general public, with society benefitting in multiple ways from a new wave of medical and environmental research brought about by the metagenomic revolution. It is our hope that such benefits will be possible within 5 years. The research assistants working on this project will be exposed to a wide breadth of technologies, data types and users. The software developers will carry out software development using modern software development methodologies, ensuring that the most appropriate technology is used for implementation. They will attain a deeper understanding of the importance of user-driven design in creating software and interfaces. They will also have an appreciation of the complexity of how datasets are related to one another. They are required to have good communications skills so they are easily able to liaise with end-users to discuss requirements and to present progress in the project at international conferences and workshops. If any of their knowledge is lacking, they will be given the opportunity to attend training courses to improve their skills.

Publications

10 25 50
 
Description Under this funding, we have developed the EBI Metagenomics (EMG; now MGnify) programme, which serves to provide Europe's major metagenomics analysis platform and to engage with the research community to support data management and analytical processes in the domain. The EMG data resource is provided openly and freely to users and is globally unique in three respects: First, its analysis methods draw on the InterPro protein sequence analysis platform, itself drawing upon UniProt, the reference database for protein annotation. Second, through deep integration with the European Nucleotide Archive (ENA), it serves as the database of permanent record for metagenomics datasets. Third, reporting standards are deeply integrated into its services, driving the highest discoverability and utility of data within the metagenomics domain.
EMG was conceived in 2011 and its construction began in January 2012. Launched in beta in 2012, it reached maturity and was released in full production in September 2013. The EMG website (https://www.ebi.ac.uk/metagenomics/) provides the focal point for the resource and offers simple navigation into the functions on offer, including browsing to analysis results and submission of new data into the system. While this award expired in December 2014, work on the system has continued in earnest under a follow-on awards, BB/M011755/1, BB/N018354/1 and BB/R015228/1. Onward key findings and other outcomes are reported under these new awards.
Exploitation Route The services offered by EMG are used by data providers, analysts and consumers operating at all scales and across academic and industrial domains.
EMG offers unique services for the standards-compliant sharing, publication and safe permanent archiving of metagenomics data by groups who generate the data. We have seen continuing increases in the number of data providers approaching and engaging with submission services. Close to the end of the award, EMG had captured data from 2,000 samples from 72 distinct projects. Further data from almost 1,200 samples (in 47 distinct projects) were held within the system under pre-publication embargo requested by the data provider. The number of publicly available samples doubled in 2015 following the inclusion of new data that resulted from the annotation jamboree that was held in the final months of the award.
EMG analysis services have been applied to the entirety of the data sets described above, representing a significant high-value analysis service for data providers into the system.
EMG data consumers approach the resource in order to discover, visualise, compare and download data sets for further interpretation in third party tools. Use by consumers grew substantially over the course of the project. In 2012, almost 5,000 unique visitors (excluding robots) created just over 260,000 hits. In 2013, 13,000 visitors created over 450,000 hits. In the first 8 months of 2014, the number of hits had already surpassed that of 2013.
Sectors Agriculture, Food and Drink,Digital/Communication/Information Technologies (including Software),Environment,Manufacturing, including Industrial Biotechology

URL https://www.ebi.ac.uk/metagenomics/
 
Description Added 3.2019: EMG has been renamed to MGnify since 2018 reporting of outcomes. EMG provides a foundational data and software tools resource for the investigation of, and derivation of value from, environmental microbial communities. Globally unique in its archiving, standards compliance and analysis functions, its userbase reaches well beyond academic research into applied areas. Microbial communities play a significant role across the world's natural, synthetic and organismal environments and have substantial impact upon agriculture (e.g. soil and root systems), food supply (e.g. biotechnological engineering for food processes), bioenergy and health and nutrition (e.g. human body compartment microbiomes). Our contributions are therefore indirect, but feed both economic and societal needs through the work carried out by our userbase. Through our provision of open and free services that encourage early sharing and mobilisation of research data, EMG makes contributions that drive innovation and industry and, as such, lead to economic outputs. These contributions have a UK focus (through, for example, our many UK-based engagement events - 10 of our 16 engagement events in Nov. 2013 to Nov. 2014), a European aspect (e.g. through the addition of specialist value through our collaboration with the Agricultural Institute of Slovenia) and global reach (e.g. through our series of Australian engagement events). Through the breadth of content that EMG offers, we contribute societally in driving innovation and, ultimately, application, in such areas as sustainability of food supply, human health, ageing and nutrition, reducing/responding to antimicrobial resistance and synthetic biology.
First Year Of Impact 2012
Sector Agriculture, Food and Drink,Energy,Environment,Manufacturing, including Industrial Biotechology,Pharmaceuticals and Medical Biotechnology
Impact Types Societal,Economic

 
Description BBSRC BBR
Amount £646,070 (GBP)
Funding ID BB/M011755/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 01/2015 
End 01/2018
 
Description Bilateral NSF/BIO-BBSRC, responsive mode 23.9.2015: A Metagenomics Exchange - enriching analysis by synergistic harmonisation of MG-RAST and the EBI Metagenomics Portal
Amount £1,005,172 (GBP)
Funding ID BB/N018354/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 08/2017 
End 07/2020
 
Description EBI Metagenomics - enabling the reconstruction of microbial populations
Amount £891,687 (GBP)
Funding ID BB/R015228/1 
Organisation Biotechnology and Biological Sciences Research Council (BBSRC) 
Sector Public
Country United Kingdom
Start 07/2018 
End 06/2021
 
Title MGnify (previously EBI Metagenomics Portal) 
Description MGnify, previously EBI Metagenomics, (https://www.ebi.ac.uk/metagenomics/) is a database of richly described shotgun metagenomics data sets from across sample environments. Drawing on user-submitted data, functional and taxonomic analysis pipelines provide systematic processing and analysis of data. Both input data and analysis outputs available freely in a variety of presentations and downloadable data formats. The database combines permanent archiving functions (through connectivity with public sequence databases) and state-of-the-art analysis methods. 
Type Of Material Database/Collection of data 
Year Produced 2012 
Provided To Others? Yes  
Impact The database is core to the MGnify programme, such that general programme impacts (see elsewhere in our outcome reporting for the programme) are all relevant to the database. 
URL https://www.ebi.ac.uk/metagenomics/
 
Description Plant virus discovery 
Organisation Agricultural institute of Slovenia
Country Slovenia 
Sector Academic/University 
PI Contribution Support for data discovery, retrieval and analysis in the preparation of a specialist database.
Collaborator Contribution Domain-specific knowledge in the discovery of viral sequences in shotgun data sets.
Impact A specialist plant virus has been created at the partner institute.
Start Year 2013
 
Description Tara Oceans cloud 
Organisation Aix-Marseille University
Country France 
Sector Academic/University 
PI Contribution We have provided a cloud environment (through the EMBL-EBI 'Embassy' cloud) that allows direct computational access and co-located compute capacity to large marine datasets, including shotgun metagenomics sets that form part of EBI Metagenomics (EMG) and the European Nucleotide Archive (ENA).
Collaborator Contribution The partner contributes contributes significantly to EMG and ENA content by providing Tara Oceans data via these resources into the public domain. Data flow is accelerated through this system and data quality, in particular contextual data, is significantly improved.
Impact This collaboration has supported the publication of datasets comprising richly described sampled marine environments and derived sequence data generated as part of the Tara Oceans project.
Start Year 2013
 
Title EMG software infrastructure 
Description The EBI Metagenomics (EMG) software infrastructure provides the basis of the services offered under the EMG programme. The software includes a number of components that are deployed from EMBL-EBI across the web to the growing userbase. Software components cover additions that we have made to the underlying data infrastructure system, the European Nucleotide Archive, and include submissions application software, data validation and discovery tools. Components also cover analysis pipelines that bring together quality control and filtering methods, Interpro analysis and functional annotation, in silico rRNA identification and taxonomic analysis and web code providing the web site and other user-facing services. 
Type Of Technology Webtool/Application 
Year Produced 2012 
Impact Since this software provides the services offered by the EMG programme, all impacts associated with the programme as a whole (see elsewhere in the outcome reporting) are also associated with the software infrastructure. 
URL https://www.ebi.ac.uk/metagenomics/
 
Description Australia CSIRO 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Australia Monash 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Australia UNSW 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description EMBL-HD 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description EMG - Implementation, ... 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description EMG - Overview 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description EMG ARK 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description EMG Hands-on 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description EMG at EBI 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Poster raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description EMG/MG-RAST/ENA data exchange workshop, Blakeney 
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 A workshop that focused on software engineering to allow MG-RAST users to submit data to ENA, to be made available to EMG. During the workshop, we build the software to allow such embedded submissions and deployed for the first few data sets.
Year(s) Of Engagement Activity 2014
 
Description EnvO annotation Jamboree - Hinxton 
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 A focused annotation Jamboree in which domain experts were invited to attend and work on improvements of sample annotation to allow greater numbers of records to flow into EMG. At the time, this led to a doubling of the number of samples available to EMG for analysis. A publication relating to the Jamboree was jointly authored by participants: http://europepmc.org/articles/PMC4747322.
Year(s) Of Engagement Activity 2014
URL http://europepmc.org/articles/PMC4747322
 
Description Environmental metagenomics symposium 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Workshop raised interest in EBI Metagenomics (EMG) and provided user feedback.

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Finn - Genome Science 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG)

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Finn - TRAIN-ASAP 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG)

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Finn/Mitchell ComMet 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG)

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Handling MG data 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description Intro to MG and EMG 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Workshop raised interest in EBI Metagenomics (EMG) and provided user feedback.

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description MB3 hands/on 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Workshop raised interest in EBI Metagenomics (EMG) and provided user feedback.

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description MG analysis pipeline 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description MG for Health and Agriculture, Universidad Federal de Minas Gerais, Brazil 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk raised interest in EBI Metagenomics (EMG).
Year(s) Of Engagement Activity 2014
 
Description Mitchell + - Metagenomics Bioinformatics 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Workshop raised interest in EBI Metagenomics (EMG)

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Mitchell - Metagenomics: From bench... 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Publicity and steer for EBI Metagenomics (EMG)

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description NCBI 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description NL 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description Peter Sterk - Socbin 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG)

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Public resources in MG - Anand Agricultural University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Webtalk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description Taverna workflows 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description Taxonomic analysis pipeline 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description Understanding MG function 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description WT summer school 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG).

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2014
 
Description Webinar - Anand Agricultural University, India 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Talk raised interest in EBI Metagenomics (EMG).
Year(s) Of Engagement Activity 2014
 
Description Workflow workshop, STFC 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Talk raised interest in EBI Metagenomics (EMG) and provided information on external workflow systems.

Impacts were not directly assessed separately from the whole programme of engagement activities.
Year(s) Of Engagement Activity 2013
 
Description Workshop - Uni. Catolica de Brasilia, Brazil 
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 Talk raised interest in EBI Metagenomics (EMG).
Year(s) Of Engagement Activity 2014