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Personalized health(care) 
through integrated technologies 
Head Radboud Center for Proteomics, Glycomics 
and Metabolomics 
Coordinator Radboud Technology Centers 
Head Biomarkers in Personalized Healthcare 
Health Valley meets Topsector LSH 
20 Aug 2014 
Alain van Gool 
Professor Personalized Healthcare 
Radboudumc, TNO
Personalized Healthcare @ Radboudumc 
Patient 
Radboud 
Personalized Healthcare 
A significant impact 
on healthcare 
Molecule 
Population 
2
Personalized Healthcare @ Radboudumc 
People are different Stratification by multilevel diagnosis 
+ 
Patient’s preference of treatment 
Exchange experiences in 
care communities 
Select personalized therapy 
3
Personalized Health(care) model 
4 
Analogies: 
• Technology enabled 
• Personal choice to actively monitor or not 
• Success through participation of user 
• Commercial competition of tool builders to standard of market leader(s) 
• Implementation as standard in society 
P4 medicine: Participatory, Predictive, Preventive, Personalized 
GPS to health 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool
Radboudumc Technology Centers 
• Proteins 
• Metabolites 
• Preclinical 
• Clinical 
• Behavioural 
• Animal facility 
• Systematic review 
• Cell analysis 
• Sorting 
• Pediatric 
• Adult 
• Phase 1, 2, 3, 4 
• Vaccines 
• Pharmaceutics 
• Radio-isopes 
• Malaria parasites 
• Management 
• Analysis 
• Sharing 
• DNA 
• RNA 
• Internal 
• External 
• HTA 
• Evidence-based surgery 
• Field lab 
• Statistics 
• Biological 
• Structural 
• Preclinical 
• Clinical 
Expertises 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
5
Radboudumc Technology Centers 
Alain van Gool 
Dirk Lefeber 
Leo Kluijtmans 
Roger Bruggeman 
Uli Brandt 
Frans Russel 
Marcel Nelen 
Alexander Hoischen 
Joris Veltman 
Arnoud van der Maas 
Ariaan Siezen 
Kasper van Beem 
Maroeska Rovers 
Alain van Gool 
Marieke Welzen 
Carl Figdor 
Jolanda de Vries 
Harry Dolstra 
Otto Boerman 
Robert Sauerwein 
Frans Pieters 
Gerhard Zielhuis 
Peggy Manders 
Maroeska te Loo 
Dyonne van Duren 
Marieke Welzen 
Hein Gooszen 
Maroeska Rovers 
Mathias Prokop 
Otto Boerman 
Mathias Prokop 
Chris de Korte 
Peter Friedl 
Jack Fransen 
Judith Hornberg 
Guillen Fernandez 
Merel Ritskes 
Alain van Gool 
Nathalie Bovy 
Bob de Jonge 
Marcel Wortel 
Dirkjan Masman 
John Schalken 
People Harry Dolstra 
Frank Preijers 
Joop Jansen 
Carl Figdor 
Martijn Huijnen 
Gert Vriend 
Christian Gillissen 
About 240 people working in 15 Technology Centers, ~1500 users (internal, external), ~100 consortia 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
6
Input-output Radboudumc Technology Centers 
In 
Scientist 
Industry 
Science 
Papers 
Lectures 
Grants 
Funding 
Valorisation 
Diagnostics 
Commercial 
Patents 
Out 
Patient 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
Spin-off 
companies 
7
Example of Personalized Healthcare in Radboudumc 
• 12 families with liver disease and dilated cardiomyopathy (5-20 years) 
• Initial clinical assessment didn’t yield clear cause of symptoms 
• Specific sugar loss of serum transferrin identified via glycoproteomics 
ChipCube-LC- Q-tof MS 
• Outcome 1: Explanation of disease 
• Outcome 2: Dietary intervention as succesful personalized therapy 
• Outcome 3: Glycoprofile transferrin developed and applied as diagnostic test 
• Genetic defect in glycosylation enzyme (PGM1) identified via exome sequencing 
{Tegtmeyer et al, NEJM 370;6: 533 (2014)} 
Genomics Glycomics Metabolomics 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
8
Working through multi-partner projects 
Standardisation, harmonisation, 
knowledge sharing needed in: 
1. Assay development 
2. Clinical validation 
9 
Example: Biomarker Development Center 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
Roadmap Molecular Diagnostics Grant 4.3M Eur Move towards IMI2 funding
Working through global innovators 
Exponential 
technologies 
Digital 
medicine 
Integrated 
care 
Artifical 
intelligence 
Robotics Patients 
included 
Lifestyle 
Self 
quantification 
Global 
health 
Artifical Watson 
intelligence 
Regenerative 
medicine 
23andme 
Robotics 
Example: Singularity University’s Faculty 
11 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool
Selfmonitoring 
12 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool
Working through spin-off companies 
13 
Example: MITeC 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
Cancer Surgery in 2014
Working through spin-off companies 
14 
Example: MITeC 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
Cancer Surgery in 2015
Working through spin-off companies 
15 
Example: MITeC 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
www.mitec.nl
LS&H portefeuille Radboud Holding BV 
Thirona Pansynt B.V. 
MedValue i.o. 
16
Working together on the Radboud campus 
(Spin-out) 
companies 
17
Radboud Nanomedicine Alliance 
Mission: to create precise solutions for wound healing, 
tissue regeneration and 
mitochondrial disease 
Active collaboration 
Between scientists, 
medical doctors 
and industrial partners 
Full support RU and UMC 
18
Key Topics 
• Molecular engineering of the extracellular matrix: toward 
programmable cell behaviour 
Team Leaders: Prof. W.T.S. Huck, Prof. J. Jansen 
• Nanomedicine for regulation of intracellular processes: 
targeted mitochondrial drug delivery 
Team Leaders: Prof. J. C. M. van Hest, Prof. J. Smeitink 
• The advent of nanomedicine: philosophical, ethical and 
societal issues of precision therapy 
Team Leader: Prof. H. Zwart 
Core activities based on international strengths 
19
Radboud Research Facilities 
• Biochemical Screening Facility 
• BioMedical Imaging Research Facility 
• Neuro & Motion Research Facility 
• Health Supercomputing Research Facility 
• Nano & Microbiology Facility 
Opening 2 October 2014 
14.4 M Euro investment in new equipment 
Access for companies and academics to 
technology infrastructure 
20
Working with other Technology Networks 
Region, nation, Europe, world 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
21
New shared innovation programs 
Drug 
Discovery 
Devices 
Diagnostics 
Ongoing: Joining forces in Health Valley region 
Integrative approach towards Personalized Healthcare 
Public-private partnership 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
22
Personalized Health(care) 
My ways forward: 
• Patients included 
• Participation + collaboration 
• Selfmonitoring 
• Personal profiles 
• System biology 
• (Big) Data sharing 
• Personal preferences 
• Personalized therapies 
• Lifestyle + Nutrition + Pharma 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool 
23
Personalized Health(care) model 
Homeostasis Allostasis Disease 
Time 
Disease 
Health 
Personalized 
Intervention 
of patients-like-me 
Big Data 
Risk profiles 
of persons-like-me 
Molecular 
Non-molecular 
Environment 
… 
Personal profile 
Selfmonitoring 
Adapted from Jan van der Greef (2013) 
24 
P4 medicine: 
- Personalized 
- Participatory 
- Predictive 
- Preventive 
Health Valley meets Topsector LSH 
Nijmegen 
20 Aug 2014 
Alain van Gool

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2014 08-20 Radboudumc-Health Valley-LSH: Personalized Healthcare through integrated technologies

  • 1. Personalized health(care) through integrated technologies Head Radboud Center for Proteomics, Glycomics and Metabolomics Coordinator Radboud Technology Centers Head Biomarkers in Personalized Healthcare Health Valley meets Topsector LSH 20 Aug 2014 Alain van Gool Professor Personalized Healthcare Radboudumc, TNO
  • 2. Personalized Healthcare @ Radboudumc Patient Radboud Personalized Healthcare A significant impact on healthcare Molecule Population 2
  • 3. Personalized Healthcare @ Radboudumc People are different Stratification by multilevel diagnosis + Patient’s preference of treatment Exchange experiences in care communities Select personalized therapy 3
  • 4. Personalized Health(care) model 4 Analogies: • Technology enabled • Personal choice to actively monitor or not • Success through participation of user • Commercial competition of tool builders to standard of market leader(s) • Implementation as standard in society P4 medicine: Participatory, Predictive, Preventive, Personalized GPS to health Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool
  • 5. Radboudumc Technology Centers • Proteins • Metabolites • Preclinical • Clinical • Behavioural • Animal facility • Systematic review • Cell analysis • Sorting • Pediatric • Adult • Phase 1, 2, 3, 4 • Vaccines • Pharmaceutics • Radio-isopes • Malaria parasites • Management • Analysis • Sharing • DNA • RNA • Internal • External • HTA • Evidence-based surgery • Field lab • Statistics • Biological • Structural • Preclinical • Clinical Expertises Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool 5
  • 6. Radboudumc Technology Centers Alain van Gool Dirk Lefeber Leo Kluijtmans Roger Bruggeman Uli Brandt Frans Russel Marcel Nelen Alexander Hoischen Joris Veltman Arnoud van der Maas Ariaan Siezen Kasper van Beem Maroeska Rovers Alain van Gool Marieke Welzen Carl Figdor Jolanda de Vries Harry Dolstra Otto Boerman Robert Sauerwein Frans Pieters Gerhard Zielhuis Peggy Manders Maroeska te Loo Dyonne van Duren Marieke Welzen Hein Gooszen Maroeska Rovers Mathias Prokop Otto Boerman Mathias Prokop Chris de Korte Peter Friedl Jack Fransen Judith Hornberg Guillen Fernandez Merel Ritskes Alain van Gool Nathalie Bovy Bob de Jonge Marcel Wortel Dirkjan Masman John Schalken People Harry Dolstra Frank Preijers Joop Jansen Carl Figdor Martijn Huijnen Gert Vriend Christian Gillissen About 240 people working in 15 Technology Centers, ~1500 users (internal, external), ~100 consortia Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool 6
  • 7. Input-output Radboudumc Technology Centers In Scientist Industry Science Papers Lectures Grants Funding Valorisation Diagnostics Commercial Patents Out Patient Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool Spin-off companies 7
  • 8. Example of Personalized Healthcare in Radboudumc • 12 families with liver disease and dilated cardiomyopathy (5-20 years) • Initial clinical assessment didn’t yield clear cause of symptoms • Specific sugar loss of serum transferrin identified via glycoproteomics ChipCube-LC- Q-tof MS • Outcome 1: Explanation of disease • Outcome 2: Dietary intervention as succesful personalized therapy • Outcome 3: Glycoprofile transferrin developed and applied as diagnostic test • Genetic defect in glycosylation enzyme (PGM1) identified via exome sequencing {Tegtmeyer et al, NEJM 370;6: 533 (2014)} Genomics Glycomics Metabolomics Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool 8
  • 9. Working through multi-partner projects Standardisation, harmonisation, knowledge sharing needed in: 1. Assay development 2. Clinical validation 9 Example: Biomarker Development Center Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool Roadmap Molecular Diagnostics Grant 4.3M Eur Move towards IMI2 funding
  • 10.
  • 11. Working through global innovators Exponential technologies Digital medicine Integrated care Artifical intelligence Robotics Patients included Lifestyle Self quantification Global health Artifical Watson intelligence Regenerative medicine 23andme Robotics Example: Singularity University’s Faculty 11 Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool
  • 12. Selfmonitoring 12 Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool
  • 13. Working through spin-off companies 13 Example: MITeC Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool Cancer Surgery in 2014
  • 14. Working through spin-off companies 14 Example: MITeC Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool Cancer Surgery in 2015
  • 15. Working through spin-off companies 15 Example: MITeC Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool www.mitec.nl
  • 16. LS&H portefeuille Radboud Holding BV Thirona Pansynt B.V. MedValue i.o. 16
  • 17. Working together on the Radboud campus (Spin-out) companies 17
  • 18. Radboud Nanomedicine Alliance Mission: to create precise solutions for wound healing, tissue regeneration and mitochondrial disease Active collaboration Between scientists, medical doctors and industrial partners Full support RU and UMC 18
  • 19. Key Topics • Molecular engineering of the extracellular matrix: toward programmable cell behaviour Team Leaders: Prof. W.T.S. Huck, Prof. J. Jansen • Nanomedicine for regulation of intracellular processes: targeted mitochondrial drug delivery Team Leaders: Prof. J. C. M. van Hest, Prof. J. Smeitink • The advent of nanomedicine: philosophical, ethical and societal issues of precision therapy Team Leader: Prof. H. Zwart Core activities based on international strengths 19
  • 20. Radboud Research Facilities • Biochemical Screening Facility • BioMedical Imaging Research Facility • Neuro & Motion Research Facility • Health Supercomputing Research Facility • Nano & Microbiology Facility Opening 2 October 2014 14.4 M Euro investment in new equipment Access for companies and academics to technology infrastructure 20
  • 21. Working with other Technology Networks Region, nation, Europe, world Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool 21
  • 22. New shared innovation programs Drug Discovery Devices Diagnostics Ongoing: Joining forces in Health Valley region Integrative approach towards Personalized Healthcare Public-private partnership Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool 22
  • 23. Personalized Health(care) My ways forward: • Patients included • Participation + collaboration • Selfmonitoring • Personal profiles • System biology • (Big) Data sharing • Personal preferences • Personalized therapies • Lifestyle + Nutrition + Pharma Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool 23
  • 24. Personalized Health(care) model Homeostasis Allostasis Disease Time Disease Health Personalized Intervention of patients-like-me Big Data Risk profiles of persons-like-me Molecular Non-molecular Environment … Personal profile Selfmonitoring Adapted from Jan van der Greef (2013) 24 P4 medicine: - Personalized - Participatory - Predictive - Preventive Health Valley meets Topsector LSH Nijmegen 20 Aug 2014 Alain van Gool