Research projects
This section introduces all current projects of the Bioinformatics Core group.
Improving knowledge management and data sustainability
| ELIXIR Luxembourg Node, a data hub for Translational Medicine (ELIXIR-LU) |
| ELIXIR, the European infrastructure for life science information, aims to provide long-term access to bioinformatics tools and biological data. ELIXIR-LU, the national ELIXIR node, focuses on long-term sustainability of tools and data for translational medicine, the combination between the clinical and experimental environment. On the national level, support in standardising and electronic capture of clinical data is provided together with hosting and analysis pipelines. Internationally, translational medicine data is hosted by the Bioinformatics Core and support is given in the curation and standardisation of data sets to improve the reusability and value of the data for the research community. Coordinator: Head of Node: Reinhard Schneider, Luxembourg Centre for Systems Biomedicine, University of Luxembourg Official website: https://elixir-luxembourg.org/ |
| FAIRification of IMI and EFPIA data (FAIRplus) |
| Wide sharing of knowledge and data drives the progression of science. Shared data allows other researchers to reproduce findings and benchmark quality of experiments. Sharing data so that other researchers can Find, Access and Interoperate – i.e. integrate the data with the outcomes of their own experiments - allows Reuse and an opportunity to build the large aggregated cohorts we need to detect rare signals and manage the many confounding factors in translational research. This project will develop the guidelines and tools needed to make data FAIR. Through worked examples using IMI and EFPIA data and application and extension of existing methods we will improve the level of discovery, accessibility, interoperability and reusability of selected IMI and EFPIA data. In addition, through disseminated guidelines and tailored training for data handlers in academia, SMEs and pharmaceuticals, data management culture will change and be sustained and datasets will be reused by pharmaceutical companies, academia and SMEs. Our FAIR SME & Innovation programme will enable wide data reuse and foster an innovation ecosystem around these data that power future re-use, knowledge generation, and societal benefit. We call this approach ‘FAIRplus’. Funding body: Innovative Medicines Initiative (IMI-JU) Coordinator: Serena Scollen, ELIXIR-Europe, United Kingdom Official website: https://fairplus-project.eu/ |
| Citizen-centred EU-eHR exchange for personalised health (Smart4Health) |
| Smart4Health will enable the citizen-centred EU EHR exchange for personalised health. This will pave the way for the full The European Commission 2017 review of the Digital Single Market lists three priorities:
Smart4Health addresses these priorities with an outstanding consortium that develops, tests and validates a platform Funding body: Horizon 2020 Coordinator: Ricardo Goncalves, UNINOVA, Portugal Official website: https://www.smart4health.eu/ |
| Develop the organisation, connectivity and impact of ELIXIR Nodes to align Europe’s infrastructure roadmaps for long-term FAIR life science data (ELIXIR-CONVERGE) |
| Long-term sustainability of a distributed research infrastructure rests on a foundation of stable national Nodes. ELIXIR’s long-term sustainability plan sets out a range of actions to secure operations and provide the scientific capabilities needed to support cutting-edge research. Several components of our long-term sustainability plan are already on-going and *this project* is designed to drive significant progress against the major, complex and outstanding issue of aligning national data management practice, impact assessments and national roadmap positioning. Thus, the focus of *This project* is on strengthening the national ELIXIR Nodes. *this project* will harmonise toolkits, operations and monitoring indicators. The long-term operation of a pan-European network that delivers national and transnational data management requires the development of business models, funding strategies and service agreements that ensure long-term operations of national Nodes. Specifically we aim to achieve this transformation by delivering results against four project objectives:
Funding body: Horizon 2020 Coordinator: Niklas Blomberg, ELIXIR-Europe, United Kingdom Official website: https://elixir-europe.org/about-us/how-funded/eu-projects/converge |
| Beyond 1+Million Genomes (B1MG) |
| It can take less than one day to sequence a whole human genome. This technical prowess, unthinkable just a few decades ago, has opened up new possibilities for improving human health, from preventative medicine (based on genetic predisposition) and faster and more accurate diagnosis, to the development of pharmacogenomics (more efficient treatments with reduced harmful side effects). Unleashing the potential of personalised medicine, a healthcare approach that takes into account a person’s genetic make-up, is expected to bring significant socio-economic benefits, including more efficient national health systems, leading to better health and quality of life of patients, and increased life expectancy. This is, however, uncharted territory where common mechanisms to securely share the required information have yet to be designed, agreed and implemented, at national, European and international levels, so that genomic and phenotypic (clinical, lifestyle) data can be searched and accessed, within and across national jurisdictions. Europe is uniquely placed to take on this challenge and position itself as a global leader in this field.. Funding body: Horizon 2020 Coordinator: Serena Scollen, ELIXIR-Europe, United Kingdom Official website: https://b1mg-project.eu/ |
| HealthyCloud - Health Research & Innovation Cloud |
| HealthyCloud’s strategic agenda will lay the foundations for the establishment of a trusted and decentralised European computational system for the use and better exploitation of health data by humans and machines. This project will be built upon 4 strategic objectives
Funding body: Horizon 2020 Coordinator: Juan Gonzalez, Instituto Aragones de Ciencias Salud, Spain Official website: https://healthycloud.eu/ |
Data integration across disease and disciplines
| Exascale Centre of Excellence in Personalised Medicine (PerMedCoE) |
| This HPC centre of excellence optimises codes for cell-level simulations in HPC/Exascale and bridges the gap between organ and molecular simulations, thus contributing to the European Personalised Medicine Roadmap. The centre will become the entry point to Exascale-ready cell-level simulation software, able to transform personal omics data into actionable mechanistic models of medical relevance, supporting developers and end-users with know-how and best practices. It will connect simulation software developers with HPC, HTC and HPDA experts at centres of excellence such as POP and HiDALGO. PerMedCoE will also work with other biomedical consortia such as ELIXIR and LifeTime, connecting pre-exascale infrastructures hosted by supercomputing centres such as the Barcelona Supercomputing Center and CSC–IT Center for Science. The LCSB is one of the 12 partners from across Europe participating in this project. The Bioinformatics Core is in charge of developing and optimising a pre exascale cell level simulation software and leads the development of guidelines for data protection and privacy preservation in an exascale HPC environment. Funding body: Horizon 2020 Coordinator: Alfonso Valencia, Barcelona Supercomputing Center (BSC), Spain Official website: www.permedcoe.eu |
| A Systems medicine approach to chronic inflammatory disease (SYSCID) |
| The SYSCID consortium aims to develop a systems medicine approach for disease prediction in CID. We will focus on three major CID indications with distinct characteristics, yet a large overlap of their molecular risk map: inflammatory bowel disease, systemic lupus erythematodes and rheumatoid arthritis. We have joined 15 partners from major cohorts and initiatives in Europe (e.g.IHEC, ICGC, TwinsUK and Meta-HIT) to investigate human data sets on three major levels of resolution: whole blood signatures, signatures from purified immune cell types (with a focus on CD14 and CD4/CD8) and selected single cell level analyses. Principle data layers will comprise SNP variome, methylome, transcriptome and gut microbiome. SYSCID employs a dedicated data management infrastructure, strong algorithmic development groups (including an SME for exploitation of innovative software tools for data deconvolution) and will validate results in independent retrospective and prospective clinical cohorts. Using this setup we will focus on three fundamental aims : (i) the identification of shared and unique "core disease signatures” which are associated with the disease state and independent of temporal variation, (ii) the generation of "predictive models of disease outcome"- builds on previous work that pathways/biomarkers for disease outcome are distinct from initial disease risk and may be shared across diseases to guide therapy decisions on an individual patient basis, (iii) "reprogramming disease"- will identify and target temporally stable epigenetic alterations in macrophages and lymphocytes in epigenome editing approaches as biological validation and potential novel therapeutic tool. Thus, SYSCID will foster the development of solid biomarkers and models as stratification in future long-term systems medicine clinical trials but also investigate new causative therapies by editing the epigenome code in specific immune cells, e.g. to alleviate macrophage polarization defects. Funding body: Horizon 2020 Coordinator: Philip Rosenstiel, Christian-Albrechts-Universität zu Kiel, Germany Official website: https://syscid.eu/ |
| Biomarkers in Atopic Dermatitis and Psoriasis (BIOMAP) |
| Our objective is to provide a taxonomic and predictive systems medicine model of Atopic Dermatitis and Psoriasis based on Funding body: Innovative Medicines Initiative (IMI-JU) Coordinator: Stephan Weidinger, University Kiel, Germany Official website: https://www.biomap-imi.eu/ |
| Better control and treatment of immune-mediated diseases by exploring the universe of microenvironment imposed tissue signatures and their correlates in liquid biopsies (ImmUniverse) |
| Immune-mediated diseases (IMIDs) are an increasing medical burden in industrialized countries worldwide. IMIDs are characterized by an enormous heterogeneity with regard to disease outcome and response to targeted therapies, which currently cannot be adequately anticipated to tailor individual patient management. Hence, mechanistic understanding of this heterogeneity and biomarkers predictive for disease control and therapy response over time are important prerequisites of a future precision medicine in IMIDs. ImmUniverse has been formed as a European transdisciplinary consortium to tackle these unmet needs and to understand the role of the crosstalk between tissue microenvironment and immune cells in disease progression and response to therapy of four different IMIDs: ulcerative colitis, Crohn’s disease, Psoriasis and atopic dermatitis. Following this unique cross-disease approach ImmUniverse will fill the gap and the limitations of current studies, which do not systematically compare the complex interactions between recirculating immune cells and the respective tissue microenvironment. The consortium will combine analysis of tissue-derived signatures with “circulating signatures” detectable in liquid biopsies, employing state-of-the-art profiling technologies corresponding to multi-Omics datasets. The project will also bring diagnostics in IMID to a new level by implementing disruptive non-invasive liquid-biopsy methodology in combination with novel, validated circulating biomarker assays which are expected to improve diagnosis, inform early in the clinical course on disease severity and progression and enable treatment response monitoring. The identified signature will be validated to monitor state/progression and response to therapy in prospective observational cohorts. Realization of these objectives will result in improvement of patient management, lead to increased patient well-being and will significantly reduce the socioeconomic burden of these diseases. Funding body: Innovative Medicines Initiative (IMI-JU) Coordinator: Silvio Danese, HUMANITAS MIRASOLE SPA, Italy Official website: https://www.immuniverse.eu/ |
| Immune Safety Avatar: nonclinical mimicking of the immune system effects of immunomodulatory therapies (imSAVAR) |
| The vision of Immune Safety Avatar (imSAVAR) is to develop a platform for integrated nonclinical assessments of
The platform imSAVAR will be based upon case studies for prioritized therapeutic modalities Funding body: Innovative Medicines Initiative (IMI-JU) Coordinator: Peter Loskill, Fraunhofer, Germany Official website: https://imsavar.eu/ |
| Multi-omics Interdisciplinary Research Integration to Address DEmentia diagnosis (MIRIADE) |
| Dementia is currently diagnosed largely based on cognitive decline, while pathology starts years before symptom onset. To make progress in the development of effective drugs for dementia, there is an urgent need for biomarkers to enable precision health: for early and specific diagnosis and objective monitoring of disease progression. Funding body: Marie Sklodowska Curie Actions Innovative Training Networks Coordinator: Charlotte Teunissen, VUMC (NL) Official website: https://miriade.eu/ |
| diagnostic test to improve surveillance and care of COVID-19 patients (COVIRNA) |
| Coronavirus disease 2019 (COVID-19) caused by infection with SARS coronavirus 2 (SARS-CoV-2) has reached pandemic proportions with more than 7 million people infected and 0.4 million people killed worldwide. Death rates are accentuated by Funding body: Horizon 2020 Coordinator: Yvan Devaux (LIH), Luxembourg Official website: https://covirna.eu/ |
| Exploiting GLIOblastoma intractability to address European research TRAINing needs in translational brain tumour research, cancer systems medicine and integrative multi-omics (GLIOTRAIN) |
| Glioblastoma (GBM) is the most frequent, aggressive and lethal of all brain tumours. It has a universally fatal prognosis with Funding body: Marie Sklodowska Curie Actions Innovative Training Networks Coordinator: Annette Byrne, Royal College of Surgeons in Ireland, Ireland Website: https://www.gliotrain.eu/
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| HeartMed: an ICT platform combining preclinical and clinical information for enhancing translational medicine and patient specific modelling in cardiovascular diseases (HeartMed) |
| Heart failure, the number 1 reason for death in the EU, is a disease with complex aetiology (e.g. volume dependent heart failure, ischemic heart disease, hypertension, etc. ) and varying severity (HFpEF, HFrEF). As these influencing factors vary between patients, individual treatment options are urgently needed. This heterogeneity also often prevents the transfer of mono-causal animal models to humans as the shared and disliked features are unknown. Funding body: ERA PerMed (FNR INTER) Coordinator: Titus Kühne, Charité, Germany |
| Identification of personalized inflammatory profiles of aging and senescence which are modified specifically by risk factors of dementia modulating the pre-dementia speed of symptomatic progression (PREADAPT) |
| Age represents by far the highest risk factor for dementia, including Alzheimer’s disease (AD). However, not every person will develop dementia during aging, indicating that age-related processes may not inescapably lead to dementia. The elucidation of the fundamental processes occurring in aging is likely to prevent or postpone the development of dementia. One such key mechanism is cellular senescence, which causes chronic inflammation through the release senescence-associated secretory phenotype (SASP) profile of mediators. PREADAPT will build on the hypothesis that chronic systemic- and neuroinflammation, quantified through a set of SASP mediators, affects the basal trajectory of the senescence occurring in the aging brain, thus allowing to predict future cognitive decline and dementia. The levels and changes of SASP mediators during aging are modulated by different genetic and environmental factors defining thereby a personalized risk for progressing to dementia. Importantly, research has identified that SASP mediators are also altered in cerebrospinal fluid of AD patients. Moreover, SASP together with genetics, known AD biomarkers, and other comorbidities define a combined Risk Profile which provides personalized information on the risk of progressing to dementia. To achieve these goals, PREADAPT has gathered a team of leading experts in the field of neuroinflammation, epidemiology, genetics, epigenetics, neuropsychology, and clinical research. PREADAPT has access to state-of-the-art methodology and knowhow on inflammatory markers to define a set of SASP mediators which derived from PREADAPT own preliminary research. PREADAPT has also access to large epidemiological and clinical follow-up studies that are characterized in-depth using neuroimaging, genomics, and proteomics. This unique configuration will enable PREADAPT to identify, already at pre-dementia stages, age-related profiles informing on the personalized future risk to decline cognitively and to progress to dementia. From a translational perspective, PREADAPT will provide first evidence showing that a SASP personalized risk profile responds to specific intervention depending on the profile of an individuum. Funding body: JPND (FNR INTER) Coordinator: Alfredo Ramirez, University of Cologne, Germany |
| moleculaR -based, Data -driven drug REpurposing for bladder Cancer (ReDiRECt) |
| ReDiRECt targets to introduce in the pharmaceutical company sector (the market) candidates for drug repurposing in bladder cancer (BC) (the products). An in silico drug repurposing based on the comparison of the molecular signature of BC against the molecular signature of drugs will be applied. The BC signature will be derived from integration of proteomics data with publicly available transcriptomics and literature- mined data. The most promising findings will be tested in model systems. Funding body: EUROSTARS (FNR INTER) Coordinator: Harald Mischak, Mosaiques Diagnostics, Germany |
Text and data mining
| PD Map |
| Please find the PD map here. |
| BioKB |
| BioKB platform, a pipeline which, by exploiting text mining and semantic technologies, helps researchers easily access semantic content of thousands of abstracts and full text articles. The text mining component analyzes the articles content and extracts relations between a wide variety of concepts, extending the scope from proteins, chemicals and pathologies to biological processes and molecular functions. Extracted knowledge is stored in a knowledge base publicly available for both, human and machine access, via this web application and SPARQL endpoint. Website: http://biokb.lcsb.uni.lu/ |
Genomic Analysis
| National Centre of Excellence in Research: Early diagnosis and stratification of Parkinson’s Disease (NCER-PD) |
| NCER-PD represents a joint effort between 4 partners in Luxembourg that unite their expertise in Parkinson’s disease. In order to answer the urgent questions surrounding the occurance of Parkinson’s disease, researchers need to analyse clinical data and samples from hundreds of patients and healthy control persons. Our group provides NCER-PD with our competences and technology for the integration, curation and analysis of multidimensional data. To this end, the Data and Computation platform will establish secure and anonymized data ows among other NCER-PD platforms. Well-grounded machine learning and computational modeling approaches will enable data analysis and interpretation. Funding body: Fonds National de la Recherche Coordinator: Rejko Krüger, University of Luxembourg Official website: https://www.parkinson.lu |
| Using Whole Genome Sequencing data from LRRK2 families to identify novel rare variants of LRRK2 associated Parkinson's disease |
| The age of onset and penetrance (likelihood of disease) of individuals with the LRRK2 G2019S mutation varies considerably, the latter ranging in some families from as high as 100 percent to as low as 22 percent. This variation suggests that genetic modifiers contribute to LRRK2 pathogenesis in Parkinson’s disease (PD). The objective of this project is to collect and sequence the genomes of multiple LRRK2 families and use innovative technology and computational approaches to identify and validate novel genetic modifiers of LRRK2-mediated neurodegeneration. The overarching goal is to identify genetic modifiers of LRRK2 G2019S–induced neurodegeneration in PD. To do this, researchers propose a four phase plan: Funding body: Michael J Fox Foundation Coordinator: Rudi Balling, University of Luxembourg
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| Epi25 Collaborative for Large-Scale Whole Genome Sequencing in Epilepsy (Epi25 Collaborative) |
| Epi25 is a collaborative of more than 200 partners from 40 research cohorts from around the world. More than 14,000 exomes have been sequenced as part of this collaborative effort. We expect to find evidence that accurate and detailed phenotypic data reduces genetic heterogeneity, allows for identification of a well-matched replication cohort, and clarifies the phenotypic spectrum associated with a gene. This approach will help us address fundamental questions about the importance of rare variants, common variants, or de novo changes as the basis for specific forms of epilepsy. Funding body: NHGRI Website: http://epi-25.org/ |
| Epileptogenesis of genetic epilepsies (FOR 2715) |
| Epilepsy is a common, severe, and disabling condition with a significant disease burden worldwide. Despite Funding body: DFG Research Unit (FNR co-funded) Coordinator: Holger Lerche, University of Tübingen, Germany
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| Mitochondrial Risk factors in Parkinson's Disease (MiRisk-PD) |
| Mitochondria play an essential role in neuronal function and survival. Maintaining the functional integrity of mitochondria is important for cell survival. Extensive prior data generated by use of genotyping arrays and/or exome sequencing approaches in monogenetic and sporadic forms of PD has unequivocally implicated mitochondrial dysfunction as one of the central pathophysiological pathways in PD. Nevertheless, there remains an appreciable gap in deciphering the missing heritability in PD. Primarily, this may result from a dominating focus on understanding the impact of common and rare variants encoded by nuclear genes in PD. By contrast, emerging evidence suggests that genetic variability within mitochondrial DNA may explain missing heritability which, hitherto, cannot be deciphered by nuclear encoded genes alone. This hypothesis is supported by various genetic studies which have shown the involvement of mitochondrial “haplogroups” in causing disease susceptibility for PD. However, results have remained inconclusive so far due to inadequate sample sizes. Funding body: Fonds National de la Recherche Coordinator: Rejko Krüger, University of Luxembourg
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| New Therapies for Neurological Ion Channel and Transporter Disorders (Treat-ION) |
| Treat-ION represents a network of clinicians and scientists across Germany to advance the knowledge about recognizing and treating rare neurological ion channel and transporter disorders. Those comprise a variety of neuropsychiatric diseases and symptoms including developmental delay, epilepsy, episodic and chronic ataxia, migraine and others, which often occur in combination or are caused by mutations in the same channels. Due to the common fundamental function of channels and transporters to regulate neuronal excitability and ionic homeostasis, pathophysiological and therapeutic principles are shared across diseases. The main goal of this grant application is to translate findings from genetic and pathophysio- logical studies into rational, individualized therapies. We will therefore focus on therapeutic studies in cellular, animal and human models, which will be complemented by in silico searches for new treatments, better predictions for the functional consequences of mutations for therapeutic purposes and cellular drug screens. We will focus our efforts on approved and available ‘repurposed’ drugs. As a proof-of-principle, we successfully have been per- forming n-of-1 trials and established three investigator-initiated trials in specific rare channel disorders with other funding, which will be of great value for the network. The results of our research and the knowledge of experts will be systematically and directly delivered to patients through a structured molecular therapeutic board attached to the German academy of rare neurological diseases (DASNE). Funding body: BMBF Individualisierte Medizin Coordinator: Holger Lerche, University of Tübingen, Germany
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