Article (Scientific journals)
Systems medicine disease maps: community-driven comprehensive representation of disease mechanisms.
Mazein, Alexander; Ostaszewski, Marek; Kuperstein, Inna et al.
2018In NPJ Systems Biology and Applications, 4, p. 21
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Abstract :
[en] The development of computational approaches in systems biology has reached a state of maturity that allows their transition to systems medicine. Despite this progress, intuitive visualisation and context-dependent knowledge representation still present a major bottleneck. In this paper, we describe the Disease Maps Project, an effort towards a community-driven computationally readable comprehensive representation of disease mechanisms. We outline the key principles and the framework required for the success of this initiative, including use of best practices, standards and protocols. We apply a modular approach to ensure efficient sharing and reuse of resources for projects dedicated to specific diseases. Community-wide use of disease maps will accelerate the conduct of biomedical research and lead to new disease ontologies defined from mechanism-based disease endotypes rather than phenotypes.
Disciplines :
Life sciences: Multidisciplinary, general & others
Author, co-author :
Mazein, Alexander
Ostaszewski, Marek  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Kuperstein, Inna
Watterson, Steven
Le Novere, Nicolas
Lefaudeux, Diane
De Meulder, Bertrand
Pellet, Johann
Balaur, Irina
Saqi, Mansoor
Nogueira, Maria Manuela
He, Feng
Parton, Andrew
Lemonnier, Nathanael
Gawron, Piotr ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Gebel, Stephan ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Hainaut, Pierre
Ollert, Markus
Dogrusoz, Ugur
Barillot, Emmanuel
Zinovyev, Andrei
Schneider, Reinhard ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Balling, Rudi ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Auffray, Charles
More authors (14 more) Less
External co-authors :
yes
Language :
English
Title :
Systems medicine disease maps: community-driven comprehensive representation of disease mechanisms.
Publication date :
2018
Journal title :
NPJ Systems Biology and Applications
ISSN :
2056-7189
Publisher :
Springer Nature
Volume :
4
Pages :
21
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Systems Biomedicine
Available on ORBilu :
since 14 August 2018

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