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Rudi Balling 
Director Luxembourg Centre for Systems 
Biomedicine, Luxembourg 
Perspective from Science
The Luxembourg Centre for Systems Biomedicine 
(LCSB)
Experimental Biology 
Technology platforms 
Clinical translational 
research 
Computer science & 
Bioinformatics 
Interdisciplinarity of LCSB
Neurodegenerative Diseases 
as network perturbations
9/26/2014 
Mathematicians 
Computational 
scientists 
Engineers 
Biologists 
Veterinarians 
Clinical 
Scientists 
Interdisciplinarity
Lessons learned
Interdisciplinarity requires Teamwork 
Altshuler & Altshuler, Nature 429, 479-481, 2004 
„To put the success of the group 
over the success of the individual“
Proximity is important
Increasing communication 
by reciprocal delegation
Sharing credit in multidisciplinary teams
9/26/2014 
Promoting community-driven approaches 
Ines Thiele
Vol. 49, 88-102, 2014 
http://pdmap.uni.lu/pd_map/ 
Community-driven Disease Maps
How to make comprehensive maps comprehensible
9/26/2014 
Construction of a Parkinson´s disease map
• Standardized knowledge repository 
• Standardized, quality controlled annotations 
• Structured Information 
• Visualization of large data sets 
• Analysis in the context of disease mechanisms 
• Interface to bioinformatic and modeling tools 
Disease maps as a community crowdsourcing tool
Transferring concepts from ecology to medicine
Can we identify early warning signals of diseases?
9/26/2014 
Different ways in which an ecosystem can respond 
to change in conditions 
M. Scheffer & R.S. Carpenter Trends in Ecology and Evolution 2003
Predicting tipping points: Early warning signals 
(Scheffer et al. 2009) 
• Coefficient of variation 
• Coefficient of auto-correlation 
• Skewness
9/26/2014 (Chen et al., Scientific Relports 2012)
The next generation of students should learn 
how to look for 
amplifiers and logic circuits, 
as well as to describe and look for 
molecules and genes. 
(Hartwell et al. Nature 402, C47, 1999) 
Training the next generation
Personalized medicine is a paradigm shift

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