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Organising technical infrastructures: 
EATRIS Biomarker Platform Meeting 
Amsterdam 
26 November 2014 
Professor in Personalized Healthcare 
Head Radboud Center for Proteomics, Glycomics 
and Metabolomics 
Coordinator Radboud Technology Centers 
Head Biomarkers in Personalized Healthcare 
Prof Alain van Gool 
Radboudumc Technology Centers
My background 
8 years academia (NL, UK) 
(molecular mechanisms of disease) 
13 years pharma (EU, USA, Asia) 
(biomarkers, Omics) 
3 years applied research institute (NL, EU) 
(biomarkers, personalized health) 
3 years university medical center (NL) 
(personalized healthcare, Omics, biomarkers) 
1991-1996 1996-1998 2009-2012 
1999-2007 2007-2009 2009-2011 
2011-now 
2011-now 
2
Radboud university medical center 
• Nijmegen, The Netherlands 
• Mission: “To have a significant impact on healthcare” 
• Strategic focus on Personalized Healthcare through 
“the patient as partner” 
• Core activities: 
• Patient care 
• Research 
• Education 
• 11.000 colleagues 
• 52 departments 
• 3.300 students 
• 1.000 beds 
• First academic centre outside US to fully implement EPIC
Takehome message 
• Strategic focus on implementing Personalized Healthcare 
• Strong technological and methodological infrastructure 
• Continuous exploration of functional networks
Patient 
Radboud 
Personalized Healthcare 
A significant impact 
on healthcare 
Molecule 
Population 
5
Personalized Healthcare @ Radboudumc 
People are different Stratification by multilevel diagnosis 
+ 
Patient’s preference of treatment 
Exchange experiences in 
care communities 
Select personalized therapy 
6
Translational medicine @ Radboudumc
Personalized genomic diagnostics 
{Nature, July 17 2014, 511: 344-} 
8
2012 
Patient 
Targeted 
Metabolic 
screen 
Targeted 
gene 
analysis 
Diagnosis 
+ follow-up 
2013 / 2014 
Patient 
Whole 
exome 
sequencing 
Targeted 
confirmatory 
metabolite + 
enzyme 
testing 
Diagnosis 
+ follow-up 
Targeted assays vs holistic approach 
Next 
generation 
metabolic 
screening 
Times are changing… add functional genome diagnostics
Human 
samples 
Plasma, CSF (urine) 
Controls vs. patient 
QTOF Mass Spectrometry 
- Reverse phase liquid chromatography 
- Positive and negative mode 
- Features 
XCMS 
Alignment 
Peak comparison 
> 10,000 Features 
Personalized metabolic diagnostics 
Xanthine Uric acid 
10 
Full metabolite profile: 
Highly suspected of 
xanthinuria
Research Biomarkers Diagnostics 
Integrated Translational Research and Diagnostic Laboratory 
220 fte, yearly budget ~ 28M euro. 
Close interaction with Radboudumc scientists and external partners 
Specialities: 
• Proteomics, glycomics, metabolomics 
• Enzymatic assays 
• Neurochemistry 
• Cellulair immunotherapy 
• Immunomonitoring 
Areas of disease: 
• Metabolic diseases 
• Mitochondrial diseases 
• Lysosomal /glycosylation disorders 
• Neuroscience 
• Nefrology 
• Iron metabolism 
• Autoimmunity 
• Immunodeficiency 
• Transplantation 
In development: 
• ~500 Biomarkers 
• Early and late stage 
• Analytical development 
• Clinical validation 
Assay formats: 
• Immunoassay 
• Turbidicity assays 
• Flow cytometry 
• DNA sequencing 
• Mass spectrometry 
• Experimental human (-ized) 
invitro and invivo models for 
inflammation and 
immunosuppression 
Validated assays*: 
• ~ 1000 assays 
• 3.000.000 tests/year 
Areas of application: 
• Personalized healthcare 
• Diagnosis 
• Prognosis 
• Mechanism of disease 
• Mechanism of drug action 
Department of Laboratory Medicine 
*CCKL accreditation/RvA/EFI 
www.laboratorymedicine.nl
Orientation across the spectrum 
from molecule to man to population 
Orientation across 
the spectrum of diseases 
PI 
Research theme 
Technology C e n t e r s 
Research support by Technology Centers
Radboudumc Technology Infrastructure 
Get organised: 
1. What technological expertise do we have and should we have ? 
2. How should we organise this ? 
3. How will we communicate this ? 
Activities: 
• Make inventories on current state and desired future state. 
• Work with technology coordinators + departments (research, clinical, strategy, 
communication , valorisation). 
• Include input from research themes. 
• Organize monthly full team meetings + many 1:1 meetings. 
• Discussed output with research institutes, executive board. 
• Implementation structure 1.0 by 1H2014. Improve in version 2.0 1H2015. 
13
External role 
Internal role 
• Knowledge hub for technological expertise 
• Maximise use of available technical capabilities and knowledge (‘duurzaamheid’) 
• Advise scientists with technological expertise 
• Advise management on strategic investments and opportunities 
• Drive innovations by working with each other, theme’s and Valorisation 
• Easy access to Radboudumc’s technological expertise 
• Represent Radboudumc as one in external technology networks 
• Increase funding (grants, contract research) with Valorisation 
Internal / external role 
Radboudumc Technology Centers
Technology Platforms UMC St Radboud 
(Potential) 
Technology 
Platforms 
Genomics 
RPC 
CMBI 
PRIME 
MIC 
CDL 
CRCN 
Radboud 
Malaria lab Biobank 
Flow 
cytometry 
TR&CT 
TNU 
MITeC 
PDRC 
(based on quick scan Radboudumc Technology Platforms, Sept 2013) 
December 2013
Radboudumc Technology Centers 
Genomics 
Bioinformatics Animal 
studies 
Flow 
cytometry 
Translational 
neuroscience 
Image-guided 
treatment 
Imaging 
Microscopy 
Biobank 
Data 
stewardship 
Proteomics 
Glycomics 
Metabolomics 
Radboudumc 
Technology 
Centers 
GMP products 
Clinical 
trials 
January 2014
• Align with the needs of the Research and Education, and contribute to 
output and quality of those 
• Organise each Technology Center as a single portal 
• Add other Technology Centers when needed and useful 
• Keep improving efficiency and funding 
17 
Radboudumc Technology Centers 
Form and improve organisation
www.radboudumc.nl/research/technologycenters 
Genomics 
Bioinformatics 
Animal 
studies Translational 
neuroscience 
Image-guided 
treatment 
Imaging 
Microscopy 
Biobank 
Health 
economics 
Mass 
Spectrometry 
Radboudumc 
Technology 
Centers 
Investigational 
products 
Clinical 
EHR-based trials 
research 
Statistics 
Human 
physiology 
Data 
stewardship 
Molecule 
Flow 
cytometry 
(August 2014)
19 
• Proteins 
• Metabolites 
• Drugs 
• PK-PD 
• Preclinical 
• Clinical 
• Behavioural 
• Preclinical 
• Animal facility 
• Systematic review 
• Cell analysis 
• Sorting 
• Pediatric 
• Adult 
• Phase 1, 2, 3, 4 
• Vaccines 
• Pharmaceutics 
• Radio-isotopes 
• Malaria parasites 
• Management 
• Analysis 
• Sharing 
• Cloud computing 
• DNA 
• RNA 
• Internal 
• External 
• HTA 
• Evidence-based 
surgery 
• Field lab 
• Statistics 
• Biological 
• Structural 
• Preclinical 
• Clinical 
• Economic 
viability 
• Decision 
analysis 
• Experimental design 
• Biostatistical advice 
• Electronic Health Records 
• Big Data 
• Best practice 
• In vivo 
• Functional 
diagnostics 
About 240 dedicated people working in 17 Technology Centers, ~1500 users (internal, external), ~130 consortia 
www.radboudumc.nl/research/technologycenters/
Cross-technology interactions
Input-output Radboudumc Technology Centers 
In 
Scientist 
Industry 
Science 
Lectures 
Papers 
Grants 
Funding 
Valorisation 
Diagnostics 
Commercial 
Patents 
Out 
Patient 
Spin-off 
companies 
21
www.radboudumc.nl/research/technologycenters/
Working together on the Radboud campus 
(Spin-out) 
companies 
23
Radboud Research Facilities 
24 
www.ru.nl/radboudresearchfacilities/
Working with other Technology Networks 
Region, nation, Europe, world 
25
Working through multi-partner projects 
Standardisation, harmonisation, 
knowledge sharing needed in: 
1. Assay development 
2. Clinical validation 
26 
Example: Biomarker Development Center 
Open 
Innovation 
Network ! 
Roadmap Molecular Diagnostics 
PPP Grant 4.3M Euro
Next 
• Keep improving Technology Center infrastructure 
• Technology 
• Collaborations 
• Impact (research, education, patient care) 
• Finances 
• Continuous exploration of functional networks

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2014 11-26 EATRIS biomarkers platform meeting, Amsterdam, Organising technological infrastructure

  • 1. Organising technical infrastructures: EATRIS Biomarker Platform Meeting Amsterdam 26 November 2014 Professor in Personalized Healthcare Head Radboud Center for Proteomics, Glycomics and Metabolomics Coordinator Radboud Technology Centers Head Biomarkers in Personalized Healthcare Prof Alain van Gool Radboudumc Technology Centers
  • 2. My background 8 years academia (NL, UK) (molecular mechanisms of disease) 13 years pharma (EU, USA, Asia) (biomarkers, Omics) 3 years applied research institute (NL, EU) (biomarkers, personalized health) 3 years university medical center (NL) (personalized healthcare, Omics, biomarkers) 1991-1996 1996-1998 2009-2012 1999-2007 2007-2009 2009-2011 2011-now 2011-now 2
  • 3. Radboud university medical center • Nijmegen, The Netherlands • Mission: “To have a significant impact on healthcare” • Strategic focus on Personalized Healthcare through “the patient as partner” • Core activities: • Patient care • Research • Education • 11.000 colleagues • 52 departments • 3.300 students • 1.000 beds • First academic centre outside US to fully implement EPIC
  • 4. Takehome message • Strategic focus on implementing Personalized Healthcare • Strong technological and methodological infrastructure • Continuous exploration of functional networks
  • 5. Patient Radboud Personalized Healthcare A significant impact on healthcare Molecule Population 5
  • 6. Personalized Healthcare @ Radboudumc People are different Stratification by multilevel diagnosis + Patient’s preference of treatment Exchange experiences in care communities Select personalized therapy 6
  • 8. Personalized genomic diagnostics {Nature, July 17 2014, 511: 344-} 8
  • 9. 2012 Patient Targeted Metabolic screen Targeted gene analysis Diagnosis + follow-up 2013 / 2014 Patient Whole exome sequencing Targeted confirmatory metabolite + enzyme testing Diagnosis + follow-up Targeted assays vs holistic approach Next generation metabolic screening Times are changing… add functional genome diagnostics
  • 10. Human samples Plasma, CSF (urine) Controls vs. patient QTOF Mass Spectrometry - Reverse phase liquid chromatography - Positive and negative mode - Features XCMS Alignment Peak comparison > 10,000 Features Personalized metabolic diagnostics Xanthine Uric acid 10 Full metabolite profile: Highly suspected of xanthinuria
  • 11. Research Biomarkers Diagnostics Integrated Translational Research and Diagnostic Laboratory 220 fte, yearly budget ~ 28M euro. Close interaction with Radboudumc scientists and external partners Specialities: • Proteomics, glycomics, metabolomics • Enzymatic assays • Neurochemistry • Cellulair immunotherapy • Immunomonitoring Areas of disease: • Metabolic diseases • Mitochondrial diseases • Lysosomal /glycosylation disorders • Neuroscience • Nefrology • Iron metabolism • Autoimmunity • Immunodeficiency • Transplantation In development: • ~500 Biomarkers • Early and late stage • Analytical development • Clinical validation Assay formats: • Immunoassay • Turbidicity assays • Flow cytometry • DNA sequencing • Mass spectrometry • Experimental human (-ized) invitro and invivo models for inflammation and immunosuppression Validated assays*: • ~ 1000 assays • 3.000.000 tests/year Areas of application: • Personalized healthcare • Diagnosis • Prognosis • Mechanism of disease • Mechanism of drug action Department of Laboratory Medicine *CCKL accreditation/RvA/EFI www.laboratorymedicine.nl
  • 12. Orientation across the spectrum from molecule to man to population Orientation across the spectrum of diseases PI Research theme Technology C e n t e r s Research support by Technology Centers
  • 13. Radboudumc Technology Infrastructure Get organised: 1. What technological expertise do we have and should we have ? 2. How should we organise this ? 3. How will we communicate this ? Activities: • Make inventories on current state and desired future state. • Work with technology coordinators + departments (research, clinical, strategy, communication , valorisation). • Include input from research themes. • Organize monthly full team meetings + many 1:1 meetings. • Discussed output with research institutes, executive board. • Implementation structure 1.0 by 1H2014. Improve in version 2.0 1H2015. 13
  • 14. External role Internal role • Knowledge hub for technological expertise • Maximise use of available technical capabilities and knowledge (‘duurzaamheid’) • Advise scientists with technological expertise • Advise management on strategic investments and opportunities • Drive innovations by working with each other, theme’s and Valorisation • Easy access to Radboudumc’s technological expertise • Represent Radboudumc as one in external technology networks • Increase funding (grants, contract research) with Valorisation Internal / external role Radboudumc Technology Centers
  • 15. Technology Platforms UMC St Radboud (Potential) Technology Platforms Genomics RPC CMBI PRIME MIC CDL CRCN Radboud Malaria lab Biobank Flow cytometry TR&CT TNU MITeC PDRC (based on quick scan Radboudumc Technology Platforms, Sept 2013) December 2013
  • 16. Radboudumc Technology Centers Genomics Bioinformatics Animal studies Flow cytometry Translational neuroscience Image-guided treatment Imaging Microscopy Biobank Data stewardship Proteomics Glycomics Metabolomics Radboudumc Technology Centers GMP products Clinical trials January 2014
  • 17. • Align with the needs of the Research and Education, and contribute to output and quality of those • Organise each Technology Center as a single portal • Add other Technology Centers when needed and useful • Keep improving efficiency and funding 17 Radboudumc Technology Centers Form and improve organisation
  • 18. www.radboudumc.nl/research/technologycenters Genomics Bioinformatics Animal studies Translational neuroscience Image-guided treatment Imaging Microscopy Biobank Health economics Mass Spectrometry Radboudumc Technology Centers Investigational products Clinical EHR-based trials research Statistics Human physiology Data stewardship Molecule Flow cytometry (August 2014)
  • 19. 19 • Proteins • Metabolites • Drugs • PK-PD • Preclinical • Clinical • Behavioural • Preclinical • Animal facility • Systematic review • Cell analysis • Sorting • Pediatric • Adult • Phase 1, 2, 3, 4 • Vaccines • Pharmaceutics • Radio-isotopes • Malaria parasites • Management • Analysis • Sharing • Cloud computing • DNA • RNA • Internal • External • HTA • Evidence-based surgery • Field lab • Statistics • Biological • Structural • Preclinical • Clinical • Economic viability • Decision analysis • Experimental design • Biostatistical advice • Electronic Health Records • Big Data • Best practice • In vivo • Functional diagnostics About 240 dedicated people working in 17 Technology Centers, ~1500 users (internal, external), ~130 consortia www.radboudumc.nl/research/technologycenters/
  • 21. Input-output Radboudumc Technology Centers In Scientist Industry Science Lectures Papers Grants Funding Valorisation Diagnostics Commercial Patents Out Patient Spin-off companies 21
  • 23. Working together on the Radboud campus (Spin-out) companies 23
  • 24. Radboud Research Facilities 24 www.ru.nl/radboudresearchfacilities/
  • 25. Working with other Technology Networks Region, nation, Europe, world 25
  • 26. Working through multi-partner projects Standardisation, harmonisation, knowledge sharing needed in: 1. Assay development 2. Clinical validation 26 Example: Biomarker Development Center Open Innovation Network ! Roadmap Molecular Diagnostics PPP Grant 4.3M Euro
  • 27. Next • Keep improving Technology Center infrastructure • Technology • Collaborations • Impact (research, education, patient care) • Finances • Continuous exploration of functional networks