Public services

Name Description ELIXIR Node
WP2: Implementation of research software best practices through ELIXIR Communities

The goal of this WP is to provide a collection of best practices and indicators for research software and workflows. To do this, the WP will engage with the 15 ELIXIR Communities, which will also provide use cases for the best practices.

WP2 is linked with the services and infrastructure developed in WP3, which will capture Community input to steer development and drive adoption of best practices.

WP4, which is about capacity building and training, will ensure ensure expertise/content from WP2 is disseminated across ELIXIR Nodes. WP2 will also provide support for the industry and scientific outreach activities in WP5.

Objectives

O2.1 Building the technical toolkit for software best practices Task 2.1
O2.2 Identifying efficiency indicators for research software and workflows Task 2.2
O2.3 Assessment and dissemination of best practices through Community engagement Task 2.3

Tasks

Task 2.1 Building the technical toolkit for software best-practices

The objective of this task is to implement the technical toolkit by building a compendium of best practices for quality, sustainability, and impact of research software and workflows in life sciences.

These best-practices will be used towards the definition of high-level processes (e.g. efficiency benchmarking, workflow optimisation). The task will be centred on developing the best-practices through a dialogue with technical stakeholders from relevant Communities (cf. Task 2.3) and is tightly linked with WP3, shaping service requirements, and adopting their technical solutions.

The task will also address:

  • How to credit and recognise scientists for research artefacts beyond publication.
  • Software Management Plans (SMPs) for sustainable research software. Specific attention will be provided for ML software, promoting the adoption of the DOME-ML registry and preparing data for ML, as well as FAIR for ML.
  • Reproducible workflows, benchmarking, and optimisation.

Leadership: Silvio Tosatto (University of Padua), John Hancock (University of Ljubljana), Fotis Psomopoulos (CERTH)

Task 2.2 Identifying efficiency indicators for research software and workflows

The objective of this task is to identify indicators for evaluating the efficiency, quality, environmental sustainability, and scientific impact of research software in life sciences.

This will provide a basis for measuring the performance and usefulness of research software and will help stakeholders to make decisions about the sustainable development and use of such software.

Activities of this Task include defining and implementing a set of indicators to assess the impact and usage of software, as well as the recognition received by its developers and users.

The metrics used for this purpose will be aligned with the best-practices compendium (cf. Task 2.1). In close collaboration with WP3 and the different communities (cf. Task 2.3), technical benchmarking will be carried out, including defining relevant performance and functional requirements and assessing software capabilities against them.

Finally, the task aims to identify indicators for algorithmic and data effectiveness, for further implementation in WP3 (cf. Tasks 3.3 and 3.4). The identified indicators will contribute to the technical toolkit (see D2.2).

Leadership: Fotis Psomopoulos (CERTH), Salvador Capella-Gutierrez and Laura Portell-Silva (BSC), Silvio Tosatto (University of Padua), Karel Berka and Radka Svobodova (UOCHB), Zsuzsanna Dosztányi (HUN-REN Research Centre for Natural Sciences), Fran Borovecki (University of Zagreb School of Medicine), Nanjiang Shu (Uppsala University), Artemis Hatzigeorgiou (Hellenic Pasteur Institute), George Spyrou (Cyprus Institute of Neurology & Genetics), Dan Ben-Avraham (Weizmann Institute of Science).

Task 2.3 Adoption of best practices through Community engagement

This task will engage with existing and emerging ELIXIR Communities as well as communities linked to ELIXIR to:

  • Discuss and obtain feedback on the best practices and indicators developed in Tasks 2.1 and 2.2 from ELIXIR Communities
  • Develop use cases that illustrate and test the best practices and indicators in real-world software and workflow development
  • Promulgate these examples of the best practice toolkit both within ELIXIR Nodes (WP4) and to wider communities outside of ELIXIR (WP5).

This task will engage ELIXIR Communities with the work of Tasks 2.1 and 2.2. To this end, the Task will create a Community Engagement Dashboard capturing key indicators for involvement.

It will organise online meetings and hackathons to engage people and to showcase its recommendations. Some of these meeting will include participants from industry.

Leadership: John Hancock, Brane Leskošek and Polonca Ferk (University of Ljubljana), Silvio Tosatto and Damiano Piovesan (University of Padua), Fotis Psomopoulos (CERTH), Zsuzsanna Dosztányi (HUN-REN Research Centre for Natural Sciences), Henning Hermjakob (EMBL-EBI), Mijke Jetten (Health-RI), Karel Berka and Radka Svobodova (UOCHB), Anne-Francoise Adam-Blondon (INRAE), Jose María Carazo (CNB-CSICS), Lucy Poveda (SIB), Fran Borovecki (University of Zagreb School of Medicine), Vasilis Promponas (University of Cyprus), Dan Ben-Avraham (Weizmann Institute of Science).

WP leaders

Laura Carletti
Silvio Tosatto
ELIXIR Italy
John Hancock
John Hancock
ELIXIR Slovenia
Fotis Psomopoulos
Fotis Psomopoulos
ELIXIR Greece
3D-BioInfo Community webinar series

Uncovering new families and folds in the natural protein universeStructural bioinformatics provides methods and tools to analyse, predict, archive and validate the three-dimensional (3D) structure data of biomacromolecules such as proteins, RNA or DNA.

The specific 3D shapes of macromolecules allow them to perform many functions within cells. Understanding their structures is therefore crucial for understanding the interactions and functions of cells, which in turn opens up potential for innovations in biotechnology and drug development.

FAIR Infrastructure for protein structural and functional annotations (3D-BioInfo Activity I)

29 June 2021 15:00 CEST

Programme

  • Overview of the 3D-Beacons project by Sameer Velankar (PDBe at EBI)   
  • 3D-Beacons client and API by Ian Sillitoe (UCL)
  • Model quality by Gerardo Tauriello (SIB)

For links to the slides and for other details please see the event page.

Open Resources for sharing, integrating and benchmarking software tools for modelling the Interactome in 3D (3D-BioInfo Activity II)

21 September 2021 15:00 CEST

Programme

  • A community-wide effort to improve annotations and organize information on macromolecular assemblies in the PDB by Shoshana Wodak (VIB-VUB, ELIXIR-BE)   
  • Benchmark datasets of physiological and non-physiological protein assemblies, derived using the QSBio and ProtCID resources for structural information on protein assemblies by Emmanuel Levy (Weizmann Institute, ELIXIR-IL) & Roland Dunbrack (Temple University)(UCL)
  • Performance of classifiers & scoring methods in discriminating between physiological and non-physiological protein interfaces (work in progress) by Hugo Schweke (Weizmann Institute, ELIXIR-IL)

For links to the slides and for other details please see the event page.

Development of models for protein-ligand interactions (3D-BioInfo Activity III)

19 October 2021 15:00 CEST

Programme

  • Development of models for protein-ligand interactions by Vincent Zoete (SIB, ELIXIR-CH)   
  • Development of reliable Benchmark Sets for Structure-Based Drug Designby by Ute Röhrig (UNIL, ELIXIR-CH)

For links to the slides and for other details please see the event page.

Protein Engineering

15 February 2022 15:00 CEST

Programme

  • Introduction and overview Lynne Regan (University of Edinburgh, UK)   
  • Web-based tools for computational enzyme design​ by David Bednář (Masaryk University, Czech Republic)
  • Computational ranking of protein designs: comparison with experiment by  Christopher W. Wood (University of Edinburgh, UK)
  • Engineering Enzyme Replacement Therapies using Generative Deep Learning by  Giovanni Stracquadanio (University of Edinburgh, UK)

For links to the slides and for other details please see the event page.

Assessment of large scale applications of Alphafold2 in structural bioinformatics

31 March 2022 17:00 CET

Presenter: Pedro Beltran (ETH Zurich)  

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

In Silico screen of protein-protein interactions

14 April 2022 17:00 CET

Presenter: Qian Cong (McDermott Center for Human Growth and Development, Biophysics Department )  

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

Machine learning for reconstructing dynamic protein structures from cryo-EM images

28 April 2022 17:00 CET

Presenter: Ellen Zhong (MIT)  

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

AlphaFold changes everything (and nothing)

10 May 2022 17:00 CET

Presenter: Tom Terwilliger (The New Mexico Consortium, Los Alamos National Laboratory) 

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

Addressing the void between protein sequence and structure

Presenter: Wim Vranken

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

Cryo-EM and artificial intelligence: A marriage made in cellular fractions

Presenter: Panagiotis Kastratic (MLU Halle-Wittenberg)

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

 

 

Harnessing protein folding neural networks for peptide-protein docking: what have we learned

21 June 2022 17:00 CET

Presenter: Ora Furman-Schueler (Hebrew University of Jerusalem)

This is part of the VIB-VUB Webinar Series: Quantative biology at the molecular and cellular levels; Leveraging the power of AI.

 

 

Computer Aided Drugs Design (CADD)

18 April 2023 17:00 CET

Presenter: Dr. Merveille Eguida (University of Strasbourg, UNISTRA) Prof. Alexandre Bonvin (Computational Structural Biology group@Utrecht University)

 

 

Causes and Consequences of Epistasis in Protein Evolution and Design

20 June 2023 17:00 CET

Presenter: Charlotte Minton (Michael Smith Laboratories, University of British Columbia, Canada)

New Era of Structure Abundance - Insights into Protein Function

14 October 2023 15:00 CEST

Presenter: 

  • Dr. Joana Pereira, 

    Biozentrum, University of Basel 

    (joana.pereira@unibas.ch)

  • Uncovering new families and folds in the natural protein universe
  •  

Is this yet another multiverse talk?! Exploring murky regions of the protein multiverse with ancestral fragments and deep generative models

21 November 2023 17:00 CET

Presenter: Dr. Eli Draizen (Postdoctoral Scholar, UC San Francisco)

SWISH-X, an expanded approach to detect cryptic pockets in proteins and at protein-protein interfaces Alberto Borsatto

21 November 2023 17:00 CET

Presenter: Alberto ( PhD Student - Gervasio Lab, University of Geneva)

Modeling all 437 catalytic typical protein kinases in the human proteome in active form

Presenter: Prof. Roland Dunbrack (Institute for Cancer Research, Fox Chase Cancer Center)

The topological properties of the protein universe

Presenter: Prof. Michael Stumpf (The University of Melbourne, Australia)

Enquiries

Please contact the Community Coordinator Katharina Heil (katharina.heil@elixir-europe.org).

A new pan-European Train-the-Trainer programme for bioinformatics

A new pan-European Train-the-Trainer programme for bioinformatics: pilot results on feasibility, utility and sustainability of learning. Via A, Attwood TK, Fernandes PL, Morgan SL, Schneider MV, Palagi PM, Rustici G, Tractenberg RE. Brief Bioinform. 2019 Mar 22;20(2): 405-415.

Accordion test

GDI Pillar I focuses on the operational planning for continuous high-quality services by addressing the long-term operational planning of national and European services.

Pillar I provides the 1+MG Group and committed countries with models and frameworks on which they can agree to develop a sustainable, European genomics data infrastructure to support better healthcare and research.

Pillar/WP leader: Regina Becker (PNED GIE), Elena María Doménech Cruz (INSTITUTO DE SALUD CARLOS III)

Lead Partners:  SIB (Switzerland), HITS (Germany), University of Padua (Italy) 

The objective of the ELIXIR Data Platform Executive Committee (ExCo) is to manage and coordinate activities throughout the 2024-2026 work plan, ensuring smooth operation and collaboration within the Platform.

  • Monthly Coordination Calls will be organized by the ExCo to promote effective communication and collaboration among members, facilitating timely information exchange and progress updates.
  • An annual face-to-face meeting will also be arranged by the ExCo, offering a platform for detailed discussions, strategic planning, and decision-making to advance the Platform's objectives.
  • Joint Platform Activities will be facilitated by the ExCo to encourage collaboration and knowledge sharing among members, potentially combining with regular face-to-face interactions.
  • Oversight and Responsibility for implementing the work plan, monitoring progress, and ensuring timely objective completion will rest with the ExCo, holding monthly exclusive meetings for this purpose.
  • Regular reporting and progress updates will be provided by the ExCo to ELIXIR governance bodies and relevant stakeholders, promoting transparency and accountability.
  • The ExCo will actively engage with external partners and organisations for collaboration and resource-sharing, to enhance the Platform's capabilities and impact. The ExCo will evaluate Platform activities' outcomes, identifying areas for improvement and proposing necessary adjustments to enhance operational efficiency and effectiveness. 

Activity 1: Face-to-Face Meetings: Alternating between hosts and jointly with other Platforms

This activity involves organising an annual face-to-face meeting for the ELIXIR Data Platform members in loose collaboration with one of the other ELIXIR Platforms. The meetings will rotate among the ExCo and their member states as hosts.

The purpose of these meetings is to provide a dedicated platform for in-depth discussions, strategic planning, and decision-making. The ExCo will collaborate with the Hub to plan and execute the meeting effectively. The agenda will be designed to address key topics related to the Platform goals, initiatives, progress, challenges, and opportunities.

The meeting will also provide a unique opportunity for Platform members to interact in person, fostering stronger working relationships and promoting a sense of unity within the Platform and across ELIXIR. The ExCo will ensure that the meeting outcomes are documented and disseminated.

Activity 2: Monthly virtual meetings

The monthly teleconferences (TC) or virtual meetings are a crucial element of the coordination and collaboration strategy of the ELIXIR Data Platform. These regular virtual meetings will provide a forum for effective communication, information exchange and activity among Platform members. The ExCo will oversee the scheduling of these TCs and develop an agenda for each.

Lead Partners: EMBL-EBI (international organisation), VIB (Belgium)

Activity 1: Landscape of data brokering

Data brokering is the act of submitting data to one or more databases on behalf of another person/institute. It involves the coordination between data producers in an institution of an ELIXIR Node, which provides data management support, and deposition databases like the ELIXIR Deposition Database (EDD).

Moreover, data producers might use Platforms or technical services (e.g. brokerage platforms) provided by the Node to collect and prepare (meta)data for publication into databases. Often, multi-omics studies would also require references among several datasets published in different databases to preserve the relations among data (data linkage). For any of these use cases, connections are based on data exchange formats and the mapping of metadata schemas.

This task will build on and continue the work from the ELIXIR-CONVERGE project T1.2 on “Models for brokering data to ELIXIR Deposition Databases”, and in particular on multi-omics studies. The focus will be on the definition of “brokering” and landscape analysis of ELIXIR data resources and their existing requirements for data linkage and submission of multi-omics studies.

Activity 2: Defining best practices for data brokering

Data brokering can be done on different levels of operational complexity using different data exchange formats and metadata standards. In this task best practices and guidelines for data brokering will be defined to support repositories in developing or improving data submission and data linkage.

Activity 3: Implementation use cases of best practices

The implementation of best practices activity will build on the work of activity 2 (WP2.2) and the three data brokering scenarios analysed in the ELIXIR-CONVERGE project (WP1 T1.2), including the results from the BioHackathon 2022 project 27.

The work will initially explore and further develop solutions based on the ISA abstract model and its implementation as ISA-JSON, which were used in ELIXIR-CONVERGE for brokering multi-omics studies. Then, the feasibility of extending the same approach to the other scenarios will be investigated.

Following the work of activity 1 (WP2.1) and activity 2 (WP2.2), additional use cases will be selected to explore how the ISA-based solution can be expanded to support the proposed best practices for a wider range of domains/techniques and corresponding ELIXIR deposition databases. The activity will also evaluate a selection of complementary technologies (including RO-Crate) to develop a high-level technical proof of concept showcasing the feasibility and functionality of at least one of the representative use cases.

WP3: Recognition and credit attribution of research contributions to data resources

Lead Partners: University of Padua (Italy)

This WP will support the recognition and credit attribution of activities which curate, annotate or otherwise contribute to the increase of data in relevant resources such as knowledge bases. Further, it will leverage the work of APICURON to provide an infrastructural component to use in different contexts beyond more traditional biocuration activities (e.g. knowledge bases), ranging from ELIXIR registries (e.g. bio.tools, RDMkit, FAIR Cookbook, FAIRsharing), to code contributions (e.g. in GitHub) and data management/stewardship (e.g. data brokering).

The resulting service will link the mapped data citations and credits for primary contributions to citation networks (e.g. OpenAIRE KG). Moreover, it will explore the possibility to generalise the approach and employ it in other contexts such as crediting trainers in Training Platform activities. In addition to the technological component, it will explore the “sociological” implications for the “person infrastructure”, including career pathways, fostering adoption and user engagement (e.g. with gamification techniques). 

Activity 1: Technical developments for recognition 

This task will continue the technical developments for implementing recognition and credit attribution mechanisms. The APICURON platform, currently restricted to curated databases, will be expanded to cover a wider range of activities, based on user input. On-boarding of additional ELIXIR resources will lead to technical changes, as well as requests for additional features supported by this task.

A major step will be the establishment of a prototype mechanism for harvesting GitHub contributions on a small subset of selected profiles, e.g., training materials developed using the GitHub template established by the Training Platform. The visualisation of additional statistics for curators both on the APICURON website and via widgets for third-party websites will be supported based on the outputs of WP3.2. In addition, work will be carried out to create appropriate Bioschemas entities for information in APICURON in order to connect to the OpenAIRE knowledge-graph.

Activity 2: Engagement and gamification for recognition

This task focuses on the sociological aspects related to recognition and credit attribution. It will define strategies for implementing gamification effectively, through the evaluation of use cases and establishment of guidelines.

The work will span two orthogonal views, from the resources implementing recognition and credit attribution mechanisms (resource view e.g. PomBase) as well as the individual contributors (people view, e.g. curators).

The resource view will help define best practices for the granularity of events to be captured in recognition and how to attribute credit for them. The people view will instead focus on how to promote engagement via gamification, i.e. how to build meaningful statistics based on the captured events.

Activity 3: Outreach and engagement with other initiatives

This task focuses on promoting alignment with and uptake of the recognition and credit infrastructure by other initiatives, both within and outside ELIXIR (e.g. Bionomia, LifeWatch). It will create opportunities for Community engagement by presenting the recognition work at different ELIXIR meetings (e.g. All Hands Meeting, BioHackathon), and within Platforms e.g. by aligning with related work in the contemporary activities of the Training Platform.

It will also provide the necessary coordination with relevant stakeholders for alternative career assessment, including EU projects (such as STEERS, EVERSE and GraspOS) and the EOSC task force on research careers.

WP4: Scalable curation support from the long tail of biological data

Lead Partners: SIB (Switzerland)

The backlog of supplementary data attached to published scientific reports, as well as generalist deposited contents, the so-called long tail of data, is a potential goldmine for research. Unfortunately, these data are buried in the contents of millions of semantically poor files. This long tail of data needs FAIR-ification using automatic methods.

Activity 1: Coordination of literature curation challenges and practices

The primary channel of communication in life science is and remains the literature. However, practices and standards for literature publication are evolving and a growing set of publications contains structured dataset descriptions (e.g., DOME) and links to specialised data repositories or general ones (e.g., Zenodo).

Further, and although CDR and Community Databases may exhibit very heterogeneous biological interests, we aim at defining some minimal data typology shared by all data resources: paper- vs. passage-centric curation, continuous vs. session-driven curation efforts, role of supplementary data or generalist repositories in curation guidelines, and named entities as in EuropePMC/SIBiLS annotations.

Activity 2: Turning the long tail of literature and supplementary data into FAIR digital objects

This subtask aims to complement the transformational efforts focusing on the FAIR-ification of literature using semantic web technologies. The idea is to leverage on-going efforts (e.g., PDF2JATS, RO-Crate, DOME, Zenodo) to both improve FAIR archiving standards and to explore how such formats can be discovered through an index or a Knowledge Graph.

First, we plan to establish a communication channel with related European initiatives. We will leverage EU research infrastructure projects, such as BiCIKL or FAIRClinical (ELIXIR-LU, CH, FR, UK), to coordinate efforts in and outside ELIXIR with lead stakeholders (e.g., CERN, LifeWatch, GBIF, GBC).

Second, the task will explore how these digital objects can be made available for discovery.

Activity 3: Accessing traceable author statements from curated databases

ELIXIR Core Data Resources and Community Databases tend to cross-reference articles to provide their end-users with access to the source of their knowledge. Unfortunately, the unit of evidence is generally the article, which may mean up to 20-30 pages of PDF.

Such granularity is often not sufficient to efficiently access an explicit traceable author statement. However, some databases and communities (e.g. System biology, Rare diseases, Biodiversity) propose to record evidence at a finer granularity. In particular GeneRiFs (Gene Reference Into Functions) and MINT/IntAct can track evidence at the level of a unique sentence. The same applies to biotic interactions.

Based on a sample of GBC, CDR and CDB (e.g., DisProt, CelloSaurus, MINT/IntAct, OLIDA), and together with WP3.1, we propose to explore how published evidence could be better captured, cross-referenced and displayed. Such a curation model will leverage methods to uniquely identify both sentences and sections in articles (e.g., Europe PMC SciLite, Biocuration Toolkit); thus evolving article and supplementary data representation standards such as JATS and BioC.

WP5: Establishing and shaping the landscape of Core and Community Biological Databases

Lead Partners: Sib (Switzerland), University of Padua (Italy)

Activity 1: Leverage the interactions with the Global Biodata Coalition to support the CDR and outreach

The aim of this task is the coordination of the interactions between ELIXIR Data Platform and Global Biodata Coalition. It also includes established processes of assessment for granting CDR/EDD status and Periodic Review of existing resources.

Activity 2: Establish guidelines for Community Database identification and monitoring

This task aims to establish a robust and simple procedure for the identification and badging of ELIXIR Community Databases. This entails landscape analysis, covering all ELIXIR Databases, based on Nodes’ service delivery plans (SDPs) to establish simple minimum quality criteria for Community Databases. The identified criteria should be a checklist that does not require additional discussion or complex assessment to be applied. At the end of the process, a first iteration of the ELIXIR Community Database badge should be awarded to all data resources meeting the criteria.

Activity 3: Apply and adapt monitoring methodology for indicators

The current criteria to define ELIXIR CDR include various bibliometric indicators. Such statistical indicators include the counting of mentions, citations and database accession numbers (e.g., identifiers.org). This acitvity will produce recommendations to establish an improved list of Key Performance Indicators (KPIs) to support the evaluation of ELIXIR databases. 

Beacons

Beacons is a technological solution that enables the discovery and sharing of sensitive human data from multiple datasets around the world without compromising privacy. ELIXIR was a major contributor to the development of the Beacon specification, as a product of the Global Alliance for Genomics and Health initiative. The technology has now been adopted well beyond Europe, thereby enabling researchers to securely search for and explore the data they need in their work, before undertaking accreditation to have access to them.

Biodiversity Community

Biodiversity represents the full spectrum of organisms on Earth, at population, community, and ecosystem levels. The loss and decline of biological diversity are recognised by scientists and the public as a critical challenge for humankind to address. Addressing this global crisis requires knowledge of the diversity of life on Earth, how that diversity functions and interacts, and how it responds to changing environmental pressures. This is why research that transforms our understanding of the variety of life on Earth, at phenotypic or genetic levels, is so important.

Current biodiversity data infrastructures and resources are a testament to the long-standing recognition by multiple stakeholders of their importance. However, their heterogeneity poses many challenges. These challenges are both technical, in terms of data analysis and data integration, and at the level of the scientific community, which faces a complex landscape of tools and data that can be difficult to navigate. Building connections across the many infrastructures and services active in biodiversity research is key to overcoming these challenges. These endeavours support the broader ELIXIR framework of striving to bring data science solutions to the priority area of Biodiversity, Food Security, and Pathogens. 

For more information, have a look at the Biodiversity Focus Group page, as well as the published Biodiversity Community white paper

Goals of the Community

To enhance ELIXIR’s network of networks in helping to deliver connected data for biodiversity research

  • To expose and augment relevant ELIXIR services and infrastructures contributing to efforts to catalogue, protect, and restore biodiversity and ecosystem services.
  • To support ELIXIR Nodes in expanding their activities related to biodiversity data and research and relevant for the new programme priority areas. 
  • To communicate ELIXIR activities and services relevant to the biodiversity domain to broader audiences including scientists, policy makers, and the general public.

To support the development of standards and promote best practices in biodiversity research

  • Support and promote the development and use of global standards, formats, guidelines, and ontologies across the domain.
  • Support the development of best practices in Research Data Management for biodiversity research, with a focus on molecular data but not excluding other areas.
  • Collect, expose, and maintain, a dedicated RDMkit domain for biodiversity collating relevant documentation and tools that support good practices in research data management.

To promote tools and workflows that facilitate reliable and reproducible biodiversity data analyses

  • Identify, curate, and promote high-quality biodiversity-related analysis tools and services to the wider community of users.
  • Connect developers with data-generation initiatives and data users to fuel synergies that deliver tools and workflows serving their needs.
  • Maintain curated catalogues of FAIR biodiversity-focused tools and workflows in Bio.tools and WorkflowHub.

To enhance biodiversity database/infrastructure usability and interoperability

  • Identify and act on opportunities to develop technical solutions that improve connectivity amongst heterogenous biodiversity data infrastructures and resources.
  • Foster collaborative exchanges between users and providers of biodiversity-related databases/infrastructures to improve usability and functionality.
  • Promote usage of persistent identifiers across the domain, including taxonomies as the backbone of biodiversity knowledge.

To foster knowledge transfer in biodiversity data management and analysis

  • Support community-driven skills sharing focused on understanding how to benefit from the use of available standards and best practices.
  • Connect developers of tools/workflows/databases with user communities through training that responds to changing technologies and associated services. 
  • Expose collections of training materials, for example through TeSS, the Galaxy Training Network, and RDMkit.

 

Leadership

Joana Pauperio
Joana Pauperio
(EMBL-EBI)
Toni Gabaldón
Toni Gabaldón
(BSC)
Robert Waterhouse
Robert Waterhouse
(SIB)
Physilia Chua
Physilia Chua
(Senior Science Officer, ELIXIR Hub)
Call now open: Human Data and Translational Research Linking Data theme

The Linking Data theme of the Science tier focus area of the Human Data and Translational Research is now open. Below is all the information you need to apply.

Objectives and call requirements

The Human Data and Translational Research ambition of the ELIXIR 2024–2028 Scientific Programme is to provide the infrastructure to support the discovery, access, sharing and analysis of human genomics data and linked data on a massive scale, building on progress made in this priority area by ELIXIR since 2014.

We will achieve our ambition via projects focussed around three themes, which will be implemented as part of the new HDTR project plan. The recently funded projects (from the previous 2024 open call) cover the areas of Data Deposition and Federated Data Analysis.

Applicants are now invited to submit their proposals for the Linking Data theme.

General information

  • Call opening: 30 September 2024
  • Call closing: 10 November 2024, 17:00 CET
  • Expected Starting Date: 1 January 2025 – 31 March 2025
  • Expected Completion Date: 31 December 2026 
  • Duration: Up to 24 months
  • Maximum number of funded projects: One
  • Financial Allocation per project: Up to €200,000, including indirect costs

Linking Data theme

Data linking is understood to be the technical integration of heterogeneous data sources through identifiers or common attributes, enabling the aggregation, comparison and analysis of data across different domains, formats and structures to enhance data interoperability.

Objectives:

  1. Partnerships linking human genomics data to other -omics and/or other heterogeneous data (for example, imaging) using/relying on existing ELIXIR-supported infrastructures/data portals/repositories/toolkits are well established.
  2. Mechanisms for data deposition across data types are defined and agreed across Nodes/consensus is gained across Communities to ensure interoperability across ELIXIR-supported technical infrastructure.
  3. Drive towards ontology-based data integration to effectively combine data or information from multiple heterogeneous sources.

Description:

The expected outcome is that other data types can be accessed and linked at scale to human genomic data research studies and that relevant data infrastructures and data spaces are interoperable. 

We encourage proposals that outline specific strategies for linking genomic data with other -omics and heterogeneous data types (for example, imaging), emphasising methods ensuring meta-data alignment. Proposals need to demonstrate achieving interoperability across different ELIXIR Nodes.  

While it is preferable to use real genomic data, if this is not available then synthetic data will be considered in order to move forward with demonstrating capabilities and solutions.

Call requirements 

The ELIXIR Hub will assess proposal eligibility before submitting the proposal for formal review. Applicants will be notified if there are issues with their submission. All steps of assessment, including review panel and evaluation criteria, can be found below.

Eligibility:

  • Projects must be sponsored by at least one ELIXIR Community, and more where applicable. This sponsorship will be verified after submission by contacting relevant Community co-leads.
  • Projects must include and fund at least three Nodes with a minimum level of funding equivalent to two person-months per funded Node, as well as a diverse mix of gender and geographical range. This is to encourage cross-Node collaboration in proposals.
  • A balance of the involvement of the four Human Data Communities may be considered to ensure a portfolio spanning use cases.
  • Any institute that receives more than one person-month of funding should be responsible for at least one deliverable or milestone.
  • In-kind contributions are acceptable, but must be defined in terms of person-month equivalents, and can’t be more than 20% of the overall person-months budgeted in the proposal.
  • Applicants must submit a fully-costed budget and also include person-month allocations (a minimum of 1PM ideally, and 0.5PM if the task allows). It should be attached as a spreadsheet (template) with a complete costing form during submission, following Section 3 of ELIXIR Guidelines for Commissioned Services, and adhere to budgeting principles outlined in the Guidelines.
    • Funding may be used for travel, where necessary, even for participants allocated zero person-months. However, amounts must be declared in the overall proposal budget (i.e. the total budget should also include travel and other costs, beyond the person-month allocation).
  • Proposals must not duplicate existing funded efforts, such as Platform Work Plans or Implementation Studies, but can build on prior studies.
  • Proposals should also consider how they complement, connect with and avoid duplication of activities within external partners and projects (international organisations, ESFRI, EU agencies and EC funded projects).
  • Applicants may submit multiple applications but must ensure clear differentiation.
  • Applicants may not submit an application identical to that submitted in any other funding call that is open at the same time.
  • Only ELIXIR Node members covered by a Node’s Collaboration Agreement may receive funding through this call.
  • Declarations of Support from Heads of Nodes are not required in advance; but submitted applications will be made known to the respective Head of Node (HoN) during the eligibility assessment.
  • Deliverables and milestones must be realistic, but have to reach beyond typical coordination activities that exist within ELIXIR Community functions. For example, some encouraged outputs include:
    • Standards
    • Services
    • Guidelines
    • Training
    • Connections
    • Datasets
    • Benchmarks

Proposal details:

  • Proposals should be concise and include ELIXIR context. Do not assume that all reviewers will be fully acquainted with ELIXIR context.
  • Proposals should be made up of only a few key work packages, each with identified leaders that all align towards the one or two specific topics chosen to address.
  • Proposals should have an appropriate number of milestones and deliverables, given the expected duration and budget.
  • Proposals should provide a person-by-person justification for requested person-months, tying their expertise to specific deliverables.
  • Proposals should put the Consortium of those applying in context. For example, why is this group of people the best for this project?

Submission process:

  • Participants planning to submit a proposal must refer to the ELIXIR Guidelines for Commissioned Services, section 3.6 on open calls, and any other formal announcements made through the usual channels.
  • Proposals must be submitted through the Oxford Abstracts platform link. Each section that will be completed, has its own word limit visible on the platform.
  • For each proposal, one project lead should be nominated and agreed among the applicants responsible for submitting the application.

Review panel:

The Review panel reserves the right to propose small amendments to project budgets or time frames after review, but before issuing funding. This is in order to accommodate the overall restrictions of the call and maximise the number of funded projects.

Evaluation criteria:

Proposals will be assessed according to the following criteria.

  • Ambition – The novelty, expected outcomes and impact of the proposed research; whether the proposal pushes the boundaries of current knowledge.
  • Scope – The proposal's alignment with the call objectives and ELIXIR's objectives and research priorities in the 2024–28 Scientific Programme.
  • Context – The extent to which the proposal complements, connects with and avoids duplication of activities within ELIXIR (Platforms, Communities or Services), and ELIXIR’s external partners and projects (international organisations, ESFRI, EU agencies and EC funded projects).
  • Balance – Whether the proposal adequately balances the involvement of member Nodes and Communities, while staying within realistic resource limits. To what extent the proposal includes a diverse team, including a mix of gender, geographical range and new and mature Nodes.
  • Implementation – Whether the budget is appropriate for the project's scope and goals and if the proposed timeline would allow for realistic project completion.
  • Scientific and Technical Rigour – The scientific soundness, methodology and technical approach of the proposal.

The review process is described in the ELIXIR Guidelines for Commissioned Services, section 3.6 on open calls. In short: reviewers will be allocated to each proposal for assessment and scoring. The scored proposals will be assessed and ranked based on both overall score and alignment with the Science tier ambitions.

Find out more

Cancer Data Community

Cancer research is highly data intensive, making efficient data management essential to enabling precision medicine for European citizens.

The ELIXIR Cancer Data Community was established early in 2024, following the publication of the Community’s white paper. The Community brings together expertise and resources to gather, manage and analyse clinical and biomedical data. By joining forces with other initiatives focused on human data, including several Horizon Europe-funded projects, ELIXIR aims to enhance the data infrastructure, improving the accessibility, quality and interoperability of data, ultimately accelerating discoveries in biomedical research and enabling better decision-making.

Effective data management involves the adoption of standardised data formats, robust data privacy and the engagement of healthcare professionals. Broad interoperability of data, metadata, research software and computational infrastructure are all critical for data to make a difference to cancer prevention and treatment.

The scope of the Community includes running pilot projects, delivering training and lectures, providing a network of experts to respond to funding opportunities, and influencing the direction of policy development in cancer research.

For more information, have a look at the Cancer Data Focus Group page

Community goals

Disseminate existing open solutions

  • Promote the adoption of global standards to ensure resource interoperability and support effective data sharing
  • Further the adoption and distribution of trusted standard and portable pipelines for cancer data analyses and interpretation

Promote cross-project and cross-initiative collaborations

  • Create strong connections with other ELIXIR Communities and with core ELIXIR resources (such as FAIR data and database interoperability, for example)
  • Bolster the ongoing efforts for cancer use cases in different European projects both for research and towards precision medicine for cancer

Design and develop missing community standards

  • Contribute to discoverability and facilitated sharing of cancer data
  • Support the development of AI-based solutions trained on large unbiased, high-quality datasets

Leadership

Macha Nikolski
Macha Nikolski
(ELIXIR France)
Eivind Hovig
Eivind Hovig
(ELIXIR Norway)
Fátima Al-Sharour
Fátima Al-Sharour
(ELIXIR Spain)
Daniel Barrowdale
Daniel Barrowdale
(ELIXIR Hub)

Find out more

Capacity Building and Knowledge Exchange

The purpose of the  Capacity Building and Knowledge Exchange programme is to strengthen the links between ELIXIR Nodes, facilitate capacity building in ELIXIR Nodes and support the exchange of best practices in bioinformatics service provision.

This programme is expected to cover ad-hoc needs, accommodate innovative, emerging ideas, or newly onboarded people requiring capacity building and knowledge exchange outside of the activities already funded through ELIXIR Commissioned Services. The Capacity Building and Knowledge Exchange programme instruments can be applied for with separate forms below.

Applications that seek to interact with organisations beyond Europe, in support of implementing ELIXIR’s International Strategy, may also be considered. If interested in submitting such a proposal, in the first instance, the External Relations team at the Hub needs to be contacted.

You need to log in to view all the application forms.

Travel Grant

The purpose of the ELIXIR Travel Grant Scheme is to support:

  • individuals in ELIXIR Nodes to attend ELIXIR-related events;
  • travel between ELIXIR Nodes;
  • travel between the Nodes and the Hub.

Applications must be submitted with at least 30 day’s notice.  

Due to separate resources already allocated to ELIXIR Nodes, travel to the following meetings are not eligible for Travel Grant:

  • Heads of Nodes and Technical and Training Coordinators' meetings;
  • ELIXIR All Hands meeting;
  • Biohackathon;
  • Annual Platform F2F meetings.

Travel grants will cover conference registration fees, transportation, accommodation, and subsistence. These will be reimbursed through ELIXIR external expenses. 

Staff Exchange

The ELIXIR Staff Exchange allows members of an ELIXIR Node to travel and work in other ELIXIR Nodes, or to attend a specific ELIXIR-related event. The aims of the ELIXIR Staff Exchange programme are to strengthen the links between ELIXIR Nodes, facilitate capacity building in ELIXIR Nodes and support the exchange of best practices in bioinformatics service provision. 

The Staff Exchange will cover the cost of  transportation, accommodation, and subsistence to a maximum budget of €15,000. The applicable rules and regulations of the home institution/Node must be used as a basis for the cost estimation and PM costs of a maximum 1 PM per person.

These costs will be reimbursed to the travelling Node through a Proposal of Funding Letter and invoicing after the Staff Exchange has been completed and a report has been submitted to the Hub.

Knowledge Exchange

ELIXIR supports collaborative partnerships between industry and ELIXIR members to drive innovation in bioinformatics. See the detailed Information of the application process and have a look at previous projects.

The Knowledge Exchange will cover the cost of  transportation, accommodation, PM costs of a maximum 1 PM per person, and subsistence to a maximum budget of €15,000. These costs will be reimbursed to the travelling Node through a Proposal of Funding Letter and invoicing after the Knowledge Exchange has been completed and a report submitted to the Hub.

Please note that ELIXIR cannot fund industry partners in any way. 

Industry Engagement Days/SME Days

Industry Engagement Days will give the Nodes a chance to reach out to relevant companies and industry associations, communicate ELIXIR services and forge strong links with the local representatives.

The costs covered for the event will include the venue, catering, and travel expenses to a maximum of €7,000. These costs will be reimbursed to the organising Node through a Proposal of Funding Letter and invoicing after the event, and a report submitted to the Hub.

SME days aim to connect with the international and national industry ecosystem, communicate ELIXIR services and explore opportunities of industry engagement for strategic goals and priorities.

You will be eligible if you have previously organised an Innovation and SME Forum. You can apply for the Innovation and SME Forum scheme, maximum budget of €15,000.

The costs covered for the event will include the venue, catering, and travel expenses. These costs will be reimbursed to the organising Node/Institute through a Proposal of Funding Letter and invoicing after the event, and a report submitted to and approved by the Hub.

Carpentries: about the ELIXIR SWC/DC Pilot project

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Chose date for TeCG face to face meeting

Many ELIXIR kick off meetings are happening in September and October. I agree with many comments in the last monthly meeting and I think we should have our F2F after the kick offs. This would help us to get an update about platforms to better plan our activities. By our F2F we should know if the platforms will have platform coordinators and if so we could invite them to our meeting.

I have created a doodle poll with few options to have our F2F meeting. Please vote. I would suggest we have it in Hinxton (UK) on Monday 16-17 Nov collocated with the BioMedBridges Symposium (17-18 Nov) followed by the CORBEL Kick Off (19 Nov).

Collaboration with industry

This interactive map provides details of industry engagement by ELIXIR countries. Not shown on the map is EMBL-EBI, the European Node of ELIXIR, which runs a long-standing and successful industry programme

  ELIXIR member active in industry;   ELIXIR member;   Non-ELIXIR member.

ELIXIR Belgium×

  • Supporting the ‘Data Analysis and Data Stewardship’ pillar of the Helis Academy which strives to increase the industry-readiness of life scientists.
  • Co-organiser of the Innovation and SME Forum on Data Driven Innovation in the Agritech sector in March 2021 (event page).
  • The PLAZA platform is licensed to a number of companies and industry projects working on plant breeding, empowering the translational research performed in the agro-industry.

ELIXIR Finland×

  • CSC– IT Center for Science provides training and Learning Materials for Bioscientists in academia and industry.
  • Up to 20% of the EuroHPC LUMI supercomputer’s capacity has been reserved for companies.
  • A project with VEIL.AI on health data anonymization, synthetic data and pseudonymization service technology, as part of the ELIXIR Knowledge Exchange Scheme.
  • Partner of the Bigpicture IMI2 project providing data for building a central repository for digital pathology.

ELIXIR Greece×

  • "Managing and Analysing Life Sciences Data", the Biomedical Sciences Research Center "Alexander Fleming" teamed up with the JADBio company to massively analyse omics data spanning 31 diseases, achieving a high level of predictive performance with just a few biomarkers (the results are publicly available for querying and downloading).

ELIXIR Italy×

  • ELIXIR Innovation and SME Forum: Data management in the life sciences - a driver for innovation in November 2019
  • Participation in the Staff Exchange Scheme “Empowering ELIXIR Nodes to measure and communicate their performance and impact”
  • Dedicated Training Offer. The Training Platform activated a collaboration with Chiesi Farmaceutici S.p.A., Parma, to carry out customized training activities on Pharmaceutical Bioinformatics and main applications
  • Software tools licence Agreement. The BioComputingUP lab of the University of Padova, member of the ELIXIR-IT Node, renewed its commercial licence agreement with the global biopharmaceutical company Sanofi, for a new version of the software package RING (Residue Interaction Network Generator) belonging to the Service List of ELIXIR-IT .
  • Establishment of Research Contracts signed with Italfarmaco SpA, Polismail srl, Fondazione Santa Lucia, Vetoquinol srl for services provided by the omics platform.

ELIXIR Luxembourg×

ELIXIR Netherlands×

  • DTL hosts the Dutch node of ELIXIR, set up as a public-private network with over 30 academic and over 20 industry partners including SMEs. It is common practice that Industry is involved in the activities of DTL.
  • ELIXIR-NL will organise the ELIXIR SME Forum “AI in Health” in Utrecht, The Netherlands, in April 2023.
  • ELIXIR-NL has been instrumental in establishing an Industry engagement programme in Health-RI (health-RI is funded by the National Growth Fund and it has active collaboration with Industry Associations including HollandBio, Vereniging Innovatieve Geneesmiddelen, Dutch AI Coalition).
  • ELIXIR-NL supports the ‘Data Analysis and Data Stewardship’ pillar of the Helis Academy which strives to increase the industry-readiness of life scientists.

ELIXIR Portugal×

ELIXIR Spain / Spanish National Bioinformatics Institute (INB)×

ELIXIR Sweden×

  • NBIS/ELIXIR-SE provides bioinformatics support and advanced training to both academia and private companies.
  • Started a collaboration with the BioInnovation Institute, funded by the ELIXIR Knowledge Exchange Scheme, centred on the node-developed service Metabolic Atlas and training.
  • In 2019, ELIXIR-SE organised an SME Forum in Stockholm.

ELIXIR Switzerland/SIB×

ELIXIR UK×

  • FAIRsharing works with the scientific publishing industry; two activities are ongoing:
    • Working in the COVID-19 Rapid Peer Review Initiative, which brings together major scholarly publishers and the Research on Research Institute, to improve the response of the scholarly communication to the pandemic (final report). FAIRsharing has contributed to strengthen data policies of the journals and publishers participating in the initiative, to make results of COVID-19 articles available for scrutiny and reproducibility.
    • Working under the RDA FAIRsharing WG with major scholarly publishers to define selection features for data repositories and foster data sharing (final report here)
    • Work in progress with the Pistoia Alliance to create a collection of FAIR profiles of pharmas’ use of standards and data resources.
  • Adopted by the IMI, the FAIR Cookbook is an online resource for the Life Sciences with recipes that help you to make and keep data FAIR; developed by a community of Life Science professionals, in the academia and the industry sectors, including members of the ELIXIR community and IMI FAIRplus project.
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Commissioned Services

Commissioned Services are projects internal to ELIXIR, and funded through ELIXIR's own budget.  See the Commissioned Services Guidelines on the intranet.

The 2024-2028 Programme will focus on Commissioned Services projects aligning with the programme priorities. See this page for the pre-2024 Commissioned services.

  • Guidelines icon

    Science

    Enables scientists to access and analyse life science data.

  • Portals icon

    Technology

    Deliver services to support distributed data management and analytics.

Pages coming soon:

  • Services icon

    Nodes

    Equip national Nodes for successful long-term operations.

  • Services icon

    People

    Develop people and capacity to benefit science and society.

Commissioned Services: Nodes Tier

Guidelines iconEquipping ELIXIR Nodes for successful long-term operations

ELIXIR is a distributed research infrastructure where each member state establishes an ELIXIR Node that connects leading institutes and universities, and provides bioinformatics services to the community. The services and scientific focus of ELIXIR Nodes are shaped by local needs and national priorities.

ELIXIR Nodes must be well-coordinated, professionally managed organisations, meeting their national stakeholders' needs by offering high-quality support, expertise and services.

Long-term success for ELIXIR Nodes requires strategic planning, effective communication, community engagement, technological innovation, skilled personnel, adaptability and a commitment to ethical and legal standards.

Nodes often face similar problems. This project provides the structure to share this extensive experience and institutional knowledge. It will provide tools and knowledge to empower Nodes to better measure their activities and environment, streamline approaches and enable communication.

Activities in the project include:

  • Establishing metrics to define Node diversity, organisation and maturity
  • Evaluating potential strengths and weaknesses in Node operations
  • Enabling alignment with other research infrastructures
  • Improving access to information relevant to funding applications and other requests for information from funders and stakeholders, fostering sustainability by ensuring efficient access to crucial resources
  • Establishing a light tracking system of references to ELIXIR and its services in national open science policies and research data management policies
  • Supporting development of Node RDM strategies that align with EU and national policies, including open science
  • Increasing industry engagement at the Node level and establishing a common support strategy across ELIXIR

This project complements tasks in ELIXIR-STEERS, in strengthening and equipping ELIXIR Nodes and Node staff with key organisation, management and training skills and resources.

Ambitions:

  1. Node operations: Nodes have the operational capabilities to contribute to a European infrastructure for data
  2. National research and open science policy alignment: Nodes are aligned with national research priorities and open science policies
  3. Integrating Nodes with industry and innovation: Nodes are fundamental to national industry ecosystems and engage in EU-wide industry efforts
  4. Demonstrating impact and supporting sustainability: Nodes are empowered and supported in their efforts towards long-term sustainability
Commissioned Services: People Tier

Developing people and capacity to benefit science and society

Guidelines iconThere are three projects in the People Tier: PeoplePulse,  Train the Trainer and ELEAD 2nd edition.

PeoplePulse

Start date: 1 July 2024
Duration: 30 months

ELIXIR’s continued success requires a dynamic and skilled workforce across all ELIXIR Nodes and roles. This project focuses on these critical aspects of people development:

  • Improving the onboarding process – the gateway for people new to the ELIXIR network
  • Delineating roles that cater for a spectrum of expertise
  • Developing innovative training concepts tailored to the challenges of ELIXIR
  • Sharing success stories and best practices from people development initiatives

The PeoplePulse project underscores ELIXIR's commitment to nurturing a skilled, diverse and collaborative community for staff. By addressing key aspects like onboarding, role definition, ELITMa training, equipping ELIXIR Node staff with organisation and management skills and training on impact assessment, ELIXIR aims to strengthen its internal capabilities as well as significantly advance bioinformatics research and innovation.

Train the Trainer

Start date: 1 July 2024
Duration: 30 months

ELIXIR's goal is to enable and support life science research through the provision of infrastructure, resources, tools, knowledge and skills. Training researchers how to use these resources is essential. The importance of computational biology in life sciences means there’s a myriad of life scientists who could benefit from bioinformatics training. Using a Train-the-trainer approach allows for better scaling of training provision.

The project aims to sustain and further develop the community of Train-the-trainer instructors brought together by ELIXIR-GOBLET, develop a mentorship programme and create new training modules that can be delivered by ELIXIR members.

ELEAD 2nd Edition: ELIXIR LEadership And Diversity mentoring programme 

Start date: 1 January 2025
Duration: 30 months

Building on the success of the ELIXIR Leadership And Diversity Mentoring Programme (ELEAD) Pilot, launched in 2023 to empower women in ELIXIR's middle management with leadership skills, the ELEAD 2nd edition aims to expand this transformative initiative. Running from 2023–2025 as a strategic implementation study, the ELEAD pilot provided a comprehensive training framework, including one-to-one mentoring and peer mentoring professional training on topics such as inclusion, mental health and effective communication. The programme successfully engaged 12 participants from 10 ELIXIR nodes, with senior mentors from within and beyond ELIXIR.

Feedback from mentees, mentors, trainers and the broader ELIXIR community gathered at the 2024 All Hands Workshop has shaped the 2nd edition (2025–2027). Key enhancements include:

  1. Broader dissemination – to reach wider audiences in ELIXIR (updated WP4 and integration of ELIXIR UK) 
  2. Expanded cohort – from 12 to 16 
  3. Extended face-to-face engagement –  aiming for at least three full days 
  4. Involving (more) men and other genders – both as participants and allies, to encourage diverse perspectives and experiences (with parts of the training content opened to the broader ELIXIR community) 
  5. Longer programme duration – from 24 to 30 months to address impact and disseminate outcomes

This enriched ELEAD edition continues to focus on fostering mindful leadership among ELIXIR’s middle management, which remains predominantly occupied by women in roles such as Node Coordinators (NoCs). In contrast, leadership positions like Heads of Nodes (HoNs) and Deputy Heads of Nodes (DHoNs) are still mostly held by men. ELEAD’s goal is to drive progress towards a gender-balanced leadership structure across ELIXIR, promoting a diverse and inclusive environment where all members can thrive.

Ambitions:

  1. Users of ELIXIR services: All users of ELIXIR services have access to training, resources and expertise
  2. Management and operational staff: Nodes are well equipped to efficiently manage and run a distributed infrastructure
  3. Technical and scientific staff: ELIXIR technical and scientific staff have the skills needed for operational excellence and impact
  4. A diverse people network: ELIXIR is a diverse network of people who are appropriately credited for their work
Commissioned Services: Science

The ambitions for the Science tier of the Commissioned Services are:

Guidelines icon

  • Cellular and molecular research
    Ambition 1: Connect the latest developments and established data resources to realise the potential of cellular and molecular biology
  • Biodiversity, food security and pathogens
    Ambition 2: Mobilise and integrate molecular data to support transnational research programmes in biodiversity, food security and pathogens
  • Human data and translational research
    Ambition 3: Provide the infrastructure to support the discovery, access, sharing and analysis of human genomics data and linked data on a massive scale

Biodiversity, food security and pathogens

Start date: 1 January 2024

Duration: 36 months

Abstract 

In the priorities of the ELIXIR Scientific Programme 2024-2028, molecular science connecting biodiversity, food security and pathogens has been identified as a societal challenge and scientific opportunity set as a core domain that shapes ELIXIR's activities. The Programme stresses that the application of molecular techniques is critical to understand the diversity and breadth of life on Earth. In other words, the diversity of life, rapidly changing climate, increasing contact between the natural world and humans can influence emerging infectious agents which impact not only humans, but also farmed animals, crops and wildlife. 

The Commissioned Service contributes to that Priority through the provision of leadership, community engagement, and open project calls:

  • Leadership and Strategy: A team drives strategy, supported by the ELIXIR Hub.
  • Community Engagement: ELIXIR Community Members are engaged via meetings and calls.
  • Pilot studies and Open Calls: Members submit projects aligned with the roadmap.

This effort connects the ELIXIR Communities and Nodes in their response to advances in biodiversity, food security and pathogens and enables these advances to contribute to wider research questions.

Cellular and molecular research

Start date: 1 January 2024

Duration: 36 months

Abstract 

In the priorities of the ELIXIR Scientific Programme 2024-2028, leveraging cellular and molecular biology advancements is identified as a core domain that shapes ELIXIR's activities. The Programme stresses bioinformatics and cellular/molecular biology's role in solving global challenges and seeks to build a data-centric infrastructure, requiring strategic planning, partnerships, and funding engagement.

The commissioned service contributes to that Priority through the provision of leadership, community engagement, and open project calls:

  • Leadership and Strategy: A team drives strategy, supported by ELIXIR Hub.
  • Community Engagement: ELIXIR Community Members are engaged via meetings and calls.
  • Pilot studies and Open Calls: Members submit projects aligned with the roadmap.

This effort connects the ELIXIR Communities and Nodes in their response to advances in cellular and molecular research and enables these advances to contribute to wider research questions.

Human data and translational research

Proposed start date: 1 January 2024

Duration: 36 months

Abstract 

Human data and translational research is a high priority for ELIXIR and builds on the progress made in the previous programmes by the Human Data Communities. Within the Science tier of the ELIXIR 2024-2028 Programme, advances will be focussed on enabling researchers (including research clinicians) to use ELIXIR’s infrastructure, for human genomic, phenotypic, imaging and demographic data to support discovery, analysis, innovation and integration of research findings into the clinic and healthcare. More specifically, through our objectives we will ensure:

  • Millions of human genomes are discoverable and exploited in a biomedical setting through ELIXIR-supported infrastructure and community-endorsed standards, software, workflows and analysis environments across ELIXIR Nodes
  • Federated analysis of data is demonstrated for use, for example, in rare disease, cancer, common complex disease, preventative disease, pharmacogenomic studies
  • Partnerships linking human data to other disciplines and infrastructures are well established and mechanisms for data deposition are defined and agreed across Nodes
  • Industry supports the deployment of the EU data spaces by providing solutions based on ELIXIR-supported standards

To further genomics research capabilities, ELIXIR plans to continue to have a lead role in developing data services, management and practices in this area, supported by the ELIXIR platforms, ELIXIR Nodes and externally funded initiatives. By building upon the network of ELIXIR experts we will ensure interoperability across different data spaces and establish a FAIR and federated data ecosystem.

Through open calls, community face-to-face meetings, workshops, new community engagements and strategic partnerships we will enable scientists to access, deposit and analyse human genomic data, and to link data on a massive scale to ensure knowledge exchange and interoperability across Europe and beyond.

By mapping the needs in the genomic data space in conjunction with scientific groups, Nodes, Communities, and European and International Initiatives, we will join efforts to build a larger infrastructure where data can be securely accessed and used with the aim to improve health and have a positive impact on preventive medicine and healthcare overall.

Commissioned Services: Technology

The ambitions of the Technology tier of the ELIXIR Scientific Programme are:

Portals icon

  • Research data management and data sharing
    Ambition 1: Provide data and knowledge management infrastructure to support open, data-driven research in the life sciences
  • Reproducible analytics and infrastructure
    Ambition 2: Develop our infrastructure to enable end-to-end management of life science software, workflows and containers
  • Federated service delivery
    Ambition 3: Develop a federated pan-European technical infrastructure for life scientists to access data, storage and compute services

ELIXIR Infrastructure Services (24-TECH-Infraserv)

Start date: 1 April 2024

Duration: 33 months

Abstract 

Through the previous ELIXIR Scientific Programme, a portfolio of key Infrastructure Services has been developed, on which a range of ELIXIR activities depend - the ELIXIR Authentication and Authorisation Infrastructure (AAI), Training e-Support System (TeSS), Beacon Network, and Research Software Ecosystem. This project will provide a new model of core operational, maintenance and governance funding for these services intended to complement feature development funding from other sources. This approach will be combined with active evaluation of the impact and value for money, develop a protocol for managing the portfolio of Infrastructure Services and their selection, and make recommendations for future continuation or modification of the funding model.

WP1: To establish a cross-Platform Committee to oversee the portfolio and consider Service development, Governance, Funding, Impact and other aspects.  

  • WP1: To establish a cross-Platform Committee to oversee the portfolio and consider Service development, Governance, Funding, Impact and other aspects.
  • Maintain AAI as an operational Service (LS-Login) with a responsive governance structure and developments to meet user requirements.
  • WP3: Maintain TeSS as an operational Service with a responsive governance structure and an approach to Change Management for further development.
  • WP4-5: To consider additional Infrastructure Services, in particular Beacon Network and Research Software Ecosystem.
 

ELIXIR Compute Platform (2024-TECHNOLOGY-Compute)

Start date: 1 January 2024

Duration: 36 months

Abstract 

The ELIXIR Compute Platform ensures that European cloud, compute, storage and access services fulfil the requirements and are available for the life-science research community. European regulation on health data processing is evolving, computing capacity in national clouds is increasing and international standards are improving interoperability between the compute environments.

Such capabilities are also increasingly important to service the growing volumes of biodiversity, food security and pathogen data which comprise complex data types and must be linked to climate data resources. Also, supercomputer investments - especially EuroHPC - provide completely new kinds of computing capacities for researchers across these domains.

All this shapes the landscape of European compute resources. Especially, computing on sensitive data near the data resources is becoming obligatory but the same is true for non-sensitive data e.g. plant phenotyping data and associated imaging data. In 2024-26, the Platform will build technological capability to enable compute in new European-wide federated and multi-cloud settings by building on existing development and utilising previous work, especially Life Science Login. Beyond this, the platform actively seeks sustainable ways to operate the developed services for European researchers.

The Platform will deliver the services to support federated data management and analytics in life science through four complementary WPs:

  • WP2 - Advanced Service Access Control
  • WP3 - Protected Access to Sensitive Data for Analysis
  • WP4 - Multi Cloud Infrastructure Deployment
  • WP5 - Sustainability, Accounting and Provenance for Federated Analytics

ELIXIR Data Platform (2024-TECHNOLOGY-Data)

Start date: 1 January 2024

Duration: 36 months

Abstract 

The ELIXIR Data Platform has successfully established a robust community interested in various aspects of life science data, and defined sustainable Core Data Resources (CDRs) of exceptional quality. The Platform is now concentrating on developing and improving methods for brokering data contributions, promoting innovative credit attribution systems, and enhancing and automating data curation practices for FAIRification of existing data.

It seeks to expand its work on sustainability to more diverse biological databases and to create a diverse ecosystem of Node Data Resources, fostering collaborations through its extensive ELIXIR member network, while aligning efforts globally and ensuring impactful contributions to European research innovation.

ELIXIR Interoperability Platform (2024-TECHNOLOGY-Interoprability)

Start date: 1 January 2024

Duration: 36 months

Abstract 

The ELIXIR Interoperability Platform's mission has evolved beyond technical and semantic interoperability, responding to changing needs and life sciences standards. It has already created an ecosystem uniting expertise and information.

Aligned with ELIXIR's priorities, it introduced peer-reviewed Recommended Interoperability Resources, established the ELIXIR Knowledge Hub, and fostered recognition of Research Data Management (RDM). Now it is transitioning to a sustainable framework for enabling real-world data integration and reuse by promoting and supporting interoperability, data management and FAIR principles.

The strategy centres on "The 3 Ps": Products, Processes, and Practices.

  • Products entail mapping and coordinating FAIR resources, minimising duplication, and enhancing user experience.
  • Processes align products with user needs, ELIXIR Nodes, and global partners.
  • Practices convert insights into actionable guidance, empowering users through the connection and use of diverse resources.

 

These initiatives reinforce the Platform's dedication to interoperability, data stewardship, and efficient resource utilisation. Aligned with Open Science and FAIR principles, they cement the role of ELIXIR in the EOSC ecosystem.

 

ELIXIR Tools Platform (2024-TECHNOLOGY-Tools)

Start date: 1 January 2024

Duration: 36 months

Abstract 

The ELIXIR Tools Platform provides services that enable findability, accessibility, interoperability, and reusability of computational tools: including research software, workflows, remote digital services, and trained machine-learning (ML) models.

These services aim at being optimised for the needs of molecular life sciences, while at the same time suit a broad range of interdisciplinary applications and scientific communities, including EOSC. The overall goal of the Tools Platform is to sustain the required services and expand them to fulfil the needs of the ELIXIR Programme 2024-2028.

The Tools Platform aims to:

  • Allow researchers (end-users) to find well-described and fit-for-purpose research software, providing alternatives when available, that can be used in heterogeneous computational setups from a laptop to a cloud installation to an HPC centre
  • Serve as reference point for individual research software engineers on how to develop better, more sustainable, and recognizable software by providing best practices and services supporting such endeavour
  • Provide scientific-communities with a reference place for tackling common challenges deriving their own best practices for software development

The Platform will deliver this work through four Work Packages:

  • WP2 - The ELIXIR Research Software Ecosystem
  • WP3 - Software Management, Stewardship and Standards
  • WP4 - Improving Software Quality for reproducible and distributed analysis
  • WP5 - Democratised access to reusable complex workflows

ELIXIR Training Platform (2024-TECHNOLOGY-Training)

Start date: 1 January 2024

Duration: 36 months

Abstract 

The ELIXIR Training Platform (TrP) is building a network of training resources and services, aiming for collaboration, visibility, and standardisation. SPLASH, a digital hub, showcases core services like TeSS, enhancing the training life cycle. Work Packages focus on infrastructure, guidelines, and Train-the-Trainer resources. Collaboration across ELIXIR entities is essential, as are standardised guidelines and a supportive community for knowledge sharing. The project's success will transform training delivery within the community.

Coordinators triangle
There are several Coordinator roles based in the ELIXIR Nodes who liase regularly with the ELIXIR Hub and with other coordinators. Each coordinator is likely to fill a slightly different role depending on the requirements of the Node, sometimes the same person will fill more than one position. It is mandatory to have both Technical and Training Coordinators. Other roles, including Deputies, are at the discrection of each Node.  

             

 

Technical Coordinators Group link

This group promotes connections among Nodes and Platforms, exploring technical opportunities and issues to provide advice and recommendations. Technical Coordinators are often involved in Implementation Studies or Communities.

Training Coordinators Group link

Constituting of training representatives of each of theELIXIR Nodes. TrCG meets regularly to share information, expertise and to coordinate and lead the implementation of the ELIXIR training strategy across Europe.

Node Coordinators link

This Group facilitates inter-Node communication on topics relevant to the administrative and operational running of the Nodes.

Data Management Coordinators link

Established as part of ELIXIR-CONVERGE project (WP1) this group is involved with the development of the Data Management Tooklit (WP3) and in developing best practices to ensure the infrastructure is sustainable in the long term.

Activities:

The concept of the "Coordinators Triangle" was initially raised at a workshop at the All Hands Meeting in 2021 (document) and picked up at the TeCG (and others) in-person meeting link

Core Data Resources - Timelines

 

 

CDR Periodic Review 2024

Date Action
08 April 2024 Periodic review notice included in ELIXIR Weekly Brief.
15 April 2024

Open of period for return of periodic review assessment case document.

Stakeholders for resources undergoing review to be contacted directly with all information and documentation relating to review process.

18 & 30 April 2024

Two virtual drop-in sessions for resource stakeholders with any queries about the process. Links to be included in information email.

23 May 2024

Deadline for return of periodic review assessment case document.

June 2024

Review panel briefed and provided with collated CDR & EDD case documents and AIM metrics.

September 2024

Review panel meeting to consider CDR & EDD statuses and draft recommendations to the ELIXIR Heads of Nodes.

October 2024

Review panel recommendation and feedback sent to CDR & EDD stakeholders.

Consultation period with stakeholders for resources under review.

November 2024 Final panel recommendations on CDR & EDD status shared with ELIXIR Heads of Nodes. 
5 December 2024 Panel recommendations and any rebuttals will be assessed at ELIXIR Head of Nodes meeting.
December 2024 CDR and EDD stakeholders informed of outcome decisions from ELIXIR Heads of Nodes.
December 2024 End of 2024 periodic review of CDR and EDD. 

 

CDR Annual Indicator Monitoring (AIM) 2024

Date Action
October 2024

Opening of Annual Indicator Monitoring (AIM) collection from current CDR and EDD.

November 2024 Closing of Annual Indicator Monitoring (AIM) collection from current CDR and EDD.

 

Support

  • Please contact Eduardo Esteves and Fabio Liberante at core-resources@elixir-europe.org for queries and support relating to the ELIXIR CDR process.
  • Please also note only ELIXIR Node biodata resources are eligible to participate in the ELIXIR CDR/EDD process.

Information on the Global Biodata Coalition (GBC)

  • The Global Biodata Coalition (GBC) has created an independent process for the selection and monitoring of the Global Core Biodata Resources (GCBR).
  • While independent, the two groups have continued to keep their activities aligned to simplify the participation of ELIXIR members in both the CDR and the GCBR processes.
  • Please find key dates and information on the GBC selection process here.
COVID-19 publications from ELIXIR

Publications written by members of ELIXIR Nodes. The papers are ordered by the surname of the first author.

  • A rational roadmap for SARS-CoV-2/COVID-19 pharmacotherapeutic research and development.
    Alexander SPH, Armstrong J, Davenport AP, et al. (2020)  IUPHAR Review 29 [published online ahead of print, 2020 May 1].
    Br J Pharmacol. 10.1111/bph.15094. (https://doi.org/10.1111/bph.15094)
  • Clinical population genetic analysis of variants in the SARS-CoV-2 receptor ACE2
    Ardeshirdavani A, Zakeri P, Mehrtash A, Hosseini SM, Li G, et al. (2020)
    medRxiv 2020.05.27.20115071 (https://doi.org/10.1101/2020.05.27.20115071)
  • Connecting data, tools and people across Europe: ELIXIR’s response to the COVID-19 pandemic. 
    Blomberg, N, Lauer, KB (2020).
    Eur J Hum Genet 28, 719–723. (https://doi.org/10.1038/s41431-020-0637-5)
  • The SARS-CoV-2 Exerts a Distinctive Strategy for Interacting with the ACE2 Human Receptor. 
    Brielle ES, Schneidman-Duhovny D, Linial M (2020).
    Viruses 12 (5) 2020 (https://doi.org/10.1101/2020.03.10.986398).
  • Comparative Genomics Reveals Early Emergence and Biased Spatiotemporal Distribution of SARS-CoV-2
    Chiara M, Horner DS, Gissi C, Pesole G (2021).
    Molecular Biology and Evolution, msab049 (https://doi.org/10.1093/molbev/msab049).
  • Comparative genomics provides an operational classification system and reveals early emergence and biased spatio-temporal distribution of SARS-CoV-2
    Chiara M, Horner DS, Gissi C, Pesole G (2020).
    bioRxiv (https://doi.org/10.1101/2020.06.26.172924).
  • Comparative genomics suggests limited variability and similar evolutionary patterns between major clades of SARS-CoV-2
    Chiara M, Horner DS, Gissi C, Pesole G (2020).
    bioRxiv (https://doi.org/10.1101/2020.03.30.016790).
  • Next generation sequencing of SARS-CoV-2 genomes: challenges, applications and opportunities
    Chiara M, D’Erchia AM, Gissi C, Manzari C, Parisi A, et al. (2020).
    Briefings in Bioinformatics, bbaa297 (https://doi.org/10.1093/bib/bbaa297).
  • CorGAT: a tool for the functional annotation of SARS-CoV-2 genomes
    Chiara M, Zambelli F, Tangaro MA, Mandreoli P, Horner DS, Pesole G (2020).
    Bioinformatics, btaa1047 (https://doi.org/10.1093/bioinformatics/btaa1047).
  • Comparative Genomics Reveals Early Emergence and BiasedSpatiotemporal Distribution of SARS-CoV-2
    Chiara M, Horner DS, Gissi C, Pesole G (2021)
    Molecular Biology and Evolution, Volume 38, Issue 6 (https://doi.org/10.1093/molbev/msab049)
  • A review on drug repurposing applicable to COVID-19 
    Dotolo S, Marabotti A, Facchiano A, Tagliaferri R (2020).
    Briefings in Bioinformatics, bbaa288 (https://doi.org/10.1093/bib/bbaa288).
  • Translating Scientific Knowledge to Government Decision Makers Has Crucial Importance in the Management of the COVID-19 Pandemic.  
    Gombos K, Herczeg R, Erőss B, Kovács SZ, Uzzoli A, Nagy T, et al. (2021)
    Popul Health Manag. Feb;24(1):35-45. (https://doi.org/10.1089/pop.2020.0159)
  • Mutational signatures and heterogeneous host response revealed via large-scale characterization of SARS-CoV-2 genomic diversity 
    Graudenzi A, Maspero D, Angaroni F, Piazza R, Ramazzotti D (2021)
    iScience 24, 102116 (https://doi.org/10.1016/j.isci.2021.102116)
  • Multiple SARS-CoV-2 introductions shaped the early outbreak in Central Eastern Europe: comparing Hungarian data to a worldwide sequence data-matrix. 
    Kemenesi G, Zeghbib S, Somogyi BA, et al (2020).
    Viruses 12(12):1401 (doi: https://doi.org/10.3390/v12121401).
  • SARS‑CoV‑2 spike protein predicted to form complexes with host receptor protein orthologues from a broad range of mammals. 
    Lam SD, Bordin N, Waman VP, Scholes HM, Ashford P, Sen H, van Dorp L, Rauer C, Dawson NL, Pang CSM, Abbasian M, Sillitoe I, Edwards SJL, Fraternali F, Lees JG, Santini JM & Orengo (2020)
    Nature Scientific Reports 10:16471 (https://doi.org/10.1038/s41598-020-71936-5)
  • Freely accessible ready to use global infrastructure for SARS-CoV-2 monitoring
    Maier W, Bray S, van den Beek M, Bouvier D, Coraor N et al. (2021)
    bioRxiv [Preprint]. 2021 Mar 25:2021.03.25.437046 (https://doi.org/10.1101/2021.03.25.437046).
  • Modeling COVID-19 pandemic using Bayesian analysis with application to Slovene data. 
    Manevski D, Gorenjec NR, Kejžar N, Blagus R (2020)
    Mathematical Biosciences, Volume 329 (https://doi.org/10.1016/j.mbs.2020.108466).
  • SARS-CoV-2-Specific Antibody Profiles Distinguish Patients with Moderate from Severe COVID-19 
    Mata LC, Piñero J, Vaquero ST, Tachó-Piñot R, Kuksin M et al. (2020)
    medRxiv 2020.12.18.20248461 (https://doi.org/10.1101/2020.12.18.20248461).
  • FAIR, ethical, and coordinated data sharing for COVID-19 response: a review of COVID-19 data sharing platforms and registries
    Maxwell L, Shreedhar P, Dauga D, McQuilton P, Terry R et al. (2020)
    Research Square (pre-print) (https://doi.org/10.21203/rs.3.rs-1045632/v1).
  • Characterization of accessory genes in coronavirus genomes. 
    Michel CJ, Mayer C, Poch O, Thompson JD (2020)
    Virology Journal volume 17, Article number: 131 (https://doi.org/10.1186/s12985-020-01402-1).
  • The landscape of SARS-CoV-2 RNA modifications.
    Milad M, Fuchs J, Maier W, Weigang S, Díaz i Pedrosa N, Weiss L, Lother A, Nekrutenko A, Ruzsics Z, Panning M, Kochs G, Gilsbach R, Grüning B (2020) 
    bioRxiv 2020.07.18.204362 (https://doi.org/10.1101/2020.07.18.204362)
  • Detailed disease progression of 213 patients hospitalized with Covid-19 in the Czech Republic: An exploratory analysis
    Modrák M, Bürkner P, Sieger T, Slisz T, Vašáková M, et al. (2020) 
    medRxiv 2020.12.03.20239863 (https://doi.org/10.1101/2020.12.03.20239863)
  • Different mutations in SARS-CoV-2 associate with severe and mild outcome.
    Nagy Á, Pongor S, Győrffy B. (2021)
    Int J Antimicrob Agents 57(2):106272. (https://doi.org/10.1016/j.ijantimicag.2020.106272).
  • From partial to whole genome imputation of SARS-CoV-2 for epidemiological surveillance
    Ortuño FM, Loucera C, Casimiro-Soriguer CS, Lepe JA, Martinez PC, Diaz LM et al. (2021)
    bioRxiv 2021.04.13.439668 (https://doi.org/10.1101/2021.04.13.439668)
  • Detecting SARS-CoV-2 lineages and mutational load in municipal wastewater; a use-case in the metropolitan area of Thessaloniki, Greece
    Pechlivanis N, Tsagiopoulou M, Maniou M, Togkousidis A, Mouchtaropoulou E et al. (2021)
    Scientific Reports (https://doi.org/10.21203/rs.3.rs-677811/v1)
  • Detection of A-to-I RNA Editing in SARS-COV-2
    Picardi E, Mansi L, Pesole G (2021)
    Genes (Basel) Dec 23;13(1):41. (https://doi.org/10.3390/genes13010041).
  • Atypical Divergence of SARS-CoV-2 Orf8 from Orf7a within the Coronavirus Lineage Suggests Potential Stealthy Viral Strategies in Immune Evasion
    Russell YN, Nikos CK, Christos AO (2021). 
    mBio Jan 2021, 12 (1) e03014-20. (https://doi.org/10.1128/mBio.03014-20)
  • Galaxy and HyPhy developments teams. No more business as usual: agile and effective responses to emerging pathogen threats require open data and open analytics.
    Nekrutenko A, Pond SLK (2020). 
    bioRxiv 2020.02.21.959973 (https://doi.org/10.1101/2020.02.21.959973)
  • COVID-19 Disease Map, building a computational repository of SARS-CoV-2 virus-host interaction mechanisms.
    Ostaszewski, M, Mazein, A, Gillespie, ME et al. (2020).
    Sci Data 7, 136. (https://doi.org/10.1038/s41597-020-0477-8)
  • Detecting SARS-CoV-2 lineages and mutational load in municipal wastewater; a use-case in the metropolitan area of Thessaloniki, Greece
    Pechlivanis N, Tsagiopoulou M, Maniou MC, Tougkousidis A, Laidou S et al. (2021)
    medRxiv 2021.03.17.21252673 (https://doi.org/10.1101/2021.03.17.21252673)
  • A-to-I RNA editing in SARS-COV-2: real or artifact? 
    Picardi E, Mansi L, Pesole G. (2020)
    bioRxiv. (https://doi.org/10.1101/2020.07.27.223172).
  • VERSO: a comprehensive framework for the inference of robust phylogenies and the quantification of intra-host genomic diversity of viral samples
    Ramazzotti D, Angaroni F, Maspero D, Antoniotti M, Graudenzi G, Piazza R (2021)
    Patterns 2 (https://doi.org/10.1016/j.patter.2021.100212).
  • A-to-I RNA editing in SARS-COV-2: real or artifact? 
    Rian K, Esteban-Medina M, Hidalgo MR, Çubuk C, Falco MM, Loucera C, Gunyel D, Ostaszewski M, Peña-Chilet M, Dopazo J (2020)
    bioRxiv. (https://doi.org/10.1101/2020.04.12.025577).
  • Mechanistic modeling of the SARS-CoV-2 disease map
    Rian K, Esteban-Medina M, Hidalgo MR, Çubuk C, Falco MM, Loucera C, Gunyel D, Ostaszewski M, Peña-Chilet M, Dopazo J (2021)
    BioData Mining volume 14, Article number: 5 (https://doi.org/10.1186/s13040-021-00234-1).
  • Role of the early secretory pathway in SARS-CoV-2 infection.
    Sicari D, Chatziioannou A, Koutsandreas T, Sitia R, Chevet E. (2020) 
    The Journal of Cell Biology Sep;219(9). (https://doi.org/10.1083/jcb.202006005).
  • Prevalence of SARS-CoV-2 infection in the Luxembourgish population – the CON-VINCE study
    Snoeck CJ, Vaillant M, Abdelrahman T, Satagopam VP, Turner JD, Beaumont K et al. (2020) 
    medRxiv. (https://doi.org/10.1101/2020.05.11.20092916).
  • Recombination and purifying selection preserves covariant movements of mosaic SARS-CoV-2 protein S.
    Tagliamonte MS, Abid N, Ostrov DA, et al. (2020) 
    bioRxiv. (https://doi.org/10.1101/2020.03.30.015685).
  • BIP4COVID19: Impact metrics and indicators for coronavirus related publications (Version 0.1) [Data set]
    Vergoulis T, Kanellos I, Chatzopoulos S, Karidi DP Dalamagas T (2020). 
    Zenodo (https://doi.org/10.5281/zenodo.3723282)
  • Comparing the impact of vaccination strategies on the spread of COVID-19, including a novel household-targeted vaccination strategy
    Voigt A, Omholt S, Almaas E (2022). 
    PLOS One (https://doi.org/10.1371/journal.pone.0263155)