Skip to main content
Vai all'homepage della Commissione europea (si apre in una nuova finestra)
italiano italiano
CORDIS - Risultati della ricerca dell’UE
CORDIS

Systematic Models for Biological Systems Engineering Training Network

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Methodology for reverse engineering: model selection and parameter identification (si apre in una nuova finestra)

A systematic methodology will be investigated for reverse engineering: model selection and parameter identification using systematic model-based techniques. Validation studies

Researchers declaration of conformity (si apre in una nuova finestra)

Researchers declaration of conformity will be submitted on-line to the portal

Integrated experimental-modeling platform to tailor treatments in a patient-specific (si apre in una nuova finestra)

An Integrated experimental-modeling platform will be developed to tailor treatments in a patient-specific and leukemia-specific chemotherapy schedule

Multi-scale models to capture heterogeneity in biological systems (si apre in una nuova finestra)

New multi-scale population balance models to capture heterogeneity in biological systems

Methodology for global dynamic optimization of cellular processes (si apre in una nuova finestra)

A new methodology for global dynamic optimization of cellular processes will be investigated. The methodology will be validated in several problems in collaboration with the partners..

Model-based dynamic optimization methods to explain (a posteriori use) or predict (si apre in una nuova finestra)

Optimal control formulations will be developed (using a mixed-integer dynamic optimization framework) to explain (a posteriori use) or predict (a priori use) the operating principles in metabolic and signaling pathways

Public dissemination of project results (si apre in una nuova finestra)

In order to ensure that the project results are efficiently disseminated to scientific and industrial communities, the partners will implement specific measures. A dedicated work package has been defined to ensure the implementation of these measures as well as effective knowledge transfer among the partners. The partners will disseminate information about the goals of the project, ongoing activities, progress, results and the potential benefits and opportunities for Academia and the private sector. As first measure, the partners will use their own academic and industrial networks for dissemination. In addition, it is expected that at least 30 scientific papers (at least two per ESR), will be published in peer-reviewed journals. For each of the ESRs, one of the required publications will be submitted to a journal familiar to the biological systems engineering community (e.g. Biotechnology and Bioengineering, IEEE Transactions on Biomedical Engineering, Computers and Chemical Engineering, PLOS Computational Biology) and one publication will be submitted to a journal transcending the community (for more mathematical projects, relevant publications include: Journal of Global Optimization, INFORMS Journal of Computing, Optimization Methods and Software; for more biological projects, relevant publications include Proceedings of the National Academy of Sciences; Leukemia). Further dissemination activities will include: - Reporting software to facilitate exchange of data between the partners (Emdesk); - Presentations at scientific conferences; - Press-releases for the local and international media; - Organization of workshops with the participation of renowned scientists and external industrial leaders. The project partners will communicate and disseminate the results to several target sectors: scientific community (researchers and students), relevant industrial sectors, general public, potential investors/stakeholders. To ensure the access to the project results, all scientific publications will be made under the open-access concept – i.e. free of charge online access for the user. Both open access publishing and self-archiving options will be considered (also called ‚gold‛ or ‚green‛ open access model, respectively).

Development of an in silico leukemia model (si apre in una nuova finestra)

A novel in silico leukemia model will be developed and solved using efficient computational; techniques.

Methodology for a more systematic model building, and subsequent model (si apre in una nuova finestra)

A systematic methodology will be investigated for a more systematic model building, and subsequent model reduction for control and optimization purposes. Novel model-reduction techniques will be investigated and their accuracy will be assessed in example problems.

Kinetic model describing E.coli central metabolism (si apre in una nuova finestra)

A new kinet model describing E.coli central metabolism. The model will account for the underlying complexities and constraints

Methodology to model jointly signaling, regulatory and metabolic networks (si apre in una nuova finestra)

Kinetic modeling of metabolic behavior including transcriptional regulation. The proposed modelling framework will integrate signal transduction, regulation and metabolism into dynamic mathematical models

Methodology to identify both structure and parameters of large signalling models (si apre in una nuova finestra)

A systematic methodology will be investigated to to identify both structure and parameters of large signalling models. Validation studies will be also performed.

Mathematical model-based strategy for the detection of drug targets (si apre in una nuova finestra)

A novel mathematical model-based strategy will be investigated for the detection of drug targets

Final report (si apre in una nuova finestra)

The final report will be prepared and submitted according the contractual requirements and reporting rules.

Kinetic model of human metabolism derived (si apre in una nuova finestra)

To derive a new model of human metabolism. The model will account for uncertainty and incorporate stoichiometric, thermodynamic and physiological constraints

Mathematical model to describe regulation of metabolism by dynamic cell (si apre in una nuova finestra)

New mathematical model to describe regulation of metabolism by dynamic cell signalling.

"Optimal operation profile capturing heterogeneity of ""high-fidelity"" bioprocess" (si apre in una nuova finestra)

"To derive an optimal operation profile capturing heterogeneity of ""high-fidelity"" bioprocess models. A salient feature of the proposed approach is to develop model and techniques which are computationally tractable"

SyMBioSys Website (si apre in una nuova finestra)

A SyMBioSys website will be set-up and maintained as an effective mean of communication between the participants and also for training and dissemination purposes.

Transferable skills courses (si apre in una nuova finestra)

Scientific publishing and dissemination.: Writing with a clear and direct style and plan, research, organize and compose a literature review; Practice skills on both sides of the camera and microphone, as well as gaining experience of effective scientific writing under real time pressure; Research Ethics, and Bioethics which will cover topics such as “The fabrication/falsification of Data”, “Professional and Personal Integrity”, “Plagiarism and Collusion”, and “Medical Research”; The relationship between communication, science and policymaking in both the developed and developing world. Entrepreneurship and IP management: Development of entrepreneurship skills including: idea generation; learning how to get investors excited; understanding marketing, design, and legal matters; Understanding of the technology behind the product. The students will have the opportunity to understand development processes and acquire project management skills. The students will also end up with an overview of White and Red Biotech market; Protection of intellectual property including: obtaining patents; licensing technology to established companies; copyrighting software; initiating start-ups

Doctoral degrees (si apre in una nuova finestra)

Doctoral degrees will be awarded to ESRs after succesfull completion of their Doctoral work.

SyMBioSys vacancies published (si apre in una nuova finestra)

Vacancies will be published simultaneously through various media: European and world-wide read journals (e.g. Nature Jobs, jobs.ac.uk) for academic-related job adverts, the EU portal for jobs advert, the Commission’s own pages for the Marie Skłodowska-Curie Actions, SyMBioSys project website, beneficiaries’ graduate recruiting procedures, and informal approaches to colleagues both in academia and industry. The aim is to have a shortlist of candidates, with CVs and references available before the contracts are signed to ensure that prompt interviews would take place and researchers could be recruited on time.

Science-based courses (si apre in una nuova finestra)

Selected Science-based courses include network-wide workshops and seminars to be attended by all recruited research. These includ: (i) Introduction to biological systems and bioprocesses model definition (ii) Fundamental Experimental Techniques for Biological Systems (iii) Kinetic model building in biological systems engineering (iv)Optimality principles in biological systems (v) Model-based metabolic engineering (vi) Informatics for Biological Systems

Conference organization (si apre in una nuova finestra)

Organization of an open conference on “Systematic Models for Biological Systems Engineering”

Pubblicazioni

A guide to gene regulatory network inference for obtaining predictive solutions: Underlying assumptions and fundamental biological and data constraints (si apre in una nuova finestra)

Autori: Sara Barbosa, Bastian Niebel, Sebastian Wolf, Klaus Mauch, Ralf Takors
Pubblicato in: Biosystems, Numero 174, 2018, Pagina/e 37-48, ISSN 0303-2647
Editore: Elsevier BV
DOI: 10.1016/j.biosystems.2018.10.008

Parameter estimation in models of biological oscillators: an automated regularised estimation approach (si apre in una nuova finestra)

Autori: Jake Alan Pitt, Julio R. Banga
Pubblicato in: BMC Bioinformatics, Numero 20/1, 2019, ISSN 1471-2105
Editore: BioMed Central
DOI: 10.1186/s12859-019-2630-y

Critical Assessment of Parameter Estimation Methods in Models of Biological Oscillators (si apre in una nuova finestra)

Autori: Jake Alan Pitt, Lucian Gomoescu, Constantinos C. Pantelides, Benoît Chachuat, Julio R. Banga
Pubblicato in: IFAC-PapersOnLine, Numero 51/19, 2018, Pagina/e 72-75, ISSN 2405-8963
Editore: Elsevier
DOI: 10.1016/j.ifacol.2018.09.040

Optimality and identification of dynamic models in systems biology: an inverse optimal control framework (si apre in una nuova finestra)

Autori: Nikolaos Tsiantis, Eva Balsa-Canto, Julio R Banga
Pubblicato in: Bioinformatics, Numero 34/14, 2018, Pagina/e 2433-2440, ISSN 1367-4803
Editore: Oxford University Press
DOI: 10.1093/bioinformatics/bty139

Network-based technologies for early drug discovery (si apre in una nuova finestra)

Autori: Chris Fotis, Asier Antoranz, Dimitris Hatziavramidis, Theodore Sakellaropoulos, Leonidas G. Alexopoulos
Pubblicato in: Drug Discovery Today, Numero 23/3, 2018, Pagina/e 626-635, ISSN 1359-6446
Editore: Elsevier BV
DOI: 10.1016/j.drudis.2017.12.001

Oxidized alginate hydrogels with the GHK peptide enhance cord blood mesenchymal stem cell osteogenesis: A paradigm for metabolomics-based evaluation of biomaterial design (si apre in una nuova finestra)

Autori: Michail E. Klontzas, Supachai Reakasame, Raquel Silva, Jose C.F. Morais, Spyros Vernardis, Robert J. MacFarlane, Manolis Heliotis, Eleftherios Tsiridis, Nicki Panoskaltsis, Aldo R. Boccaccini, Athanasios Mantalaris
Pubblicato in: Acta Biomaterialia, Numero 88, 2019, Pagina/e 224-240, ISSN 1742-7061
Editore: Elsevier BV
DOI: 10.1016/j.actbio.2019.02.017

A Review of Dynamic Modeling Approaches and Their Application in Computational Strain Optimization for Metabolic Engineering (si apre in una nuova finestra)

Autori: Osvaldo D. Kim, Miguel Rocha, Paulo Maia
Pubblicato in: Frontiers in Microbiology, Numero 9, 2018, ISSN 1664-302X
Editore: Frontiers Media
DOI: 10.3389/fmicb.2018.01690

Full observability and estimation of unknown inputs, states and parameters of nonlinear biological models (si apre in una nuova finestra)

Autori: Alejandro F. Villaverde, Nikolaos Tsiantis, Julio R. Banga
Pubblicato in: Journal of The Royal Society Interface, Numero 16/156, 2019, Pagina/e 20190043, ISSN 1742-5689
Editore: The Royal Society
DOI: 10.1098/rsif.2019.0043

NADH Shuttling Couples Cytosolic Reductive Carboxylation of Glutamine with Glycolysis in Cells with Mitochondrial Dysfunction (si apre in una nuova finestra)

Autori: Edoardo Gaude, Christina Schmidt, Payam A. Gammage, Aurelien Dugourd, Thomas Blacker, Sew Peak Chew, Julio Saez-Rodriguez, John S. O’Neill, Gyorgy Szabadkai, Michal Minczuk, Christian Frezza
Pubblicato in: Molecular Cell, Numero 69/4, 2018, Pagina/e 581-593.e7, ISSN 1097-2765
Editore: Cell Press
DOI: 10.1016/j.molcel.2018.01.034

Elucidating essential kinases of endothelin signalling by logic modelling of phosphoproteomics data (si apre in una nuova finestra)

Autori: Alexander Schäfer, Enio Gjerga, Richard WD Welford, Imke Renz, Francois Lehembre, Peter MA Groenen, Julio Saez-Rodriguez, Ruedi Aebersold, Matthias Gstaiger
Pubblicato in: Molecular Systems Biology, Numero 15/8, 2019, Pagina/e e8828, ISSN 1744-4292
Editore: Nature Publishing Group
DOI: 10.15252/msb.20198828

Capturing Mesenchymal Stem Cell Heterogeneity during Osteogenic Differentiation: An Experimental–Modeling Approach (si apre in una nuova finestra)

Autori: Romuald Győrgy, Michail E. Klontzas, Margaritis Kostoglou, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C. Georgiadis
Pubblicato in: Industrial & Engineering Chemistry Research, Numero 58/31, 2019, Pagina/e 13900-13909, ISSN 0888-5885
Editore: American Chemical Society
DOI: 10.1021/acs.iecr.9b01988

An Integrated Experimental-Modelling Approach of Mesenchymal Stem Cell Bioprocess towards Osteogenic Differentiation (si apre in una nuova finestra)

Autori: Romuald Győrgy, Michail E. Klontzas, Margaritis Kostoglou, Nicki Panoskaltsis, Michael C. Georgiadis, Athanasios Mantalaris
Pubblicato in: IFAC-PapersOnLine, Numero 50/1, 2017, Pagina/e 9877-9882, ISSN 2405-8963
Editore: Elsevier
DOI: 10.1016/j.ifacol.2017.08.1603

Phosphoprotein patterns predict trametinib responsiveness and optimal trametinib sensitisation strategies in melanoma (si apre in una nuova finestra)

Autori: Jan Rožanc, Theodore Sakellaropoulos, Asier Antoranz, Cristiano Guttà, Biswajit Podder, Vesna Vetma, Nicole Rufo, Patrizia Agostinis, Vaia Pliaka, Thomas Sauter, Dagmar Kulms, Markus Rehm, Leonidas G. Alexopoulos
Pubblicato in: Cell Death & Differentiation, Numero 26/8, 2019, Pagina/e 1365-1378, ISSN 1350-9047
Editore: Nature Publishing Group
DOI: 10.1038/s41418-018-0210-8

Metabolomics Analysis of the Osteogenic Differentiation of Umbilical Cord Blood Mesenchymal Stem Cells Reveals Differential Sensitivity to Osteogenic Agents (si apre in una nuova finestra)

Autori: Michail E. Klontzas, Spyros I. Vernardis, Manolis Heliotis, Eleftherios Tsiridis, Athanasios Mantalaris
Pubblicato in: Stem Cells and Development, Numero 26/10, 2017, Pagina/e 723-733, ISSN 1547-3287
Editore: Mary Ann Liebert Inc.
DOI: 10.1089/scd.2016.0315

Mechanism-based biomarker discovery (si apre in una nuova finestra)

Autori: Asier Antoranz, Theodore Sakellaropoulos, Julio Saez-Rodriguez, Leonidas G. Alexopoulos
Pubblicato in: Drug Discovery Today, Numero 22/8, 2017, Pagina/e 1209-1215, ISSN 1359-6446
Editore: Elsevier BV
DOI: 10.1016/j.drudis.2017.04.013

Gli1 + Mesenchymal Stromal Cells Are a Key Driver of Bone Marrow Fibrosis and an Important Cellular Therapeutic Target (si apre in una nuova finestra)

Autori: Rebekka K. Schneider, Ann Mullally, Aurelien Dugourd, Fabian Peisker, Remco Hoogenboezem, Paulina M.H. Van Strien, Eric M. Bindels, Dirk Heckl, Guntram Büsche, David Fleck, Gerhard Müller-Newen, Janewit Wongboonsin, Monica Ventura Ferreira, Victor G. Puelles, Julio Saez-Rodriguez, Benjamin L. Ebert, Benjamin D. Humphreys, Rafael Kramann
Pubblicato in: Cell Stem Cell, Numero 20/6, 2017, Pagina/e 785-800.e8, ISSN 1934-5909
Editore: Cell Press
DOI: 10.1016/j.stem.2017.03.008

A Population Balance Model for Stem Cell Differentiation Bioprocesses (si apre in una nuova finestra)

Autori: Romuald Győrgy, Michail E. Klontzas, Margaritis Kostoglou, Nicki Panoskaltsis, Athanasios Mantalaris, Michael C. Georgiadis
Pubblicato in: 27th European Symposium on Computer Aided Process Engineering, Numero 40, 2017, Pagina/e 2761-2766, ISBN 9780-444639653
Editore: Elsevier
DOI: 10.1016/b978-0-444-63965-3.50462-1

High-dimensional single cell-analysis of lymphocytic activation in melanoma

Autori: Bosisio, F.M., Antoranz, A., Bolognesi, M.M., Chinello, C., Wouters, J., Magni, F., Alexopoulos, L., Cattoretti, G. and van den Oord, J.
Pubblicato in: bioRxiv, 2018
Editore: Cold Spring Harbor Laboratory

A functional landscape of chronic kidney disease entities from public transcriptomic data

Autori: Tajti, F., Antoranz, A., Ibrahim, M.M., Kim, H., Ceccarelli, F., Kuppe, C., Alexopoulos, L.G., Kramann, R. and Saez-Rodriguez, J
Pubblicato in: bioRxiv, 2019
Editore: Cold Spring Harbor Laboratory

From expression footprints to causal pathways: Contextualizing large signalling networks with CARNIVAL (si apre in una nuova finestra)

Autori: Anika Liu, Panuwat Trairatphisan, Enio Gjerga, Athanasios Didangelos, Jonathan Barrat, Julio-Saez Rodriguez
Pubblicato in: biorxiv, 2019
Editore: Cold Spring Harbor Laboratory
DOI: 10.1101/541888

È in corso la ricerca di dati su OpenAIRE...

Si è verificato un errore durante la ricerca dei dati su OpenAIRE

Nessun risultato disponibile

Il mio fascicolo 0 0