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Personalized Health(care):
more than ‘just’ targeted medicines
Rotary Cuijk-Maaskant
9 Nov 2017
Prof Alain van Gool
Alain’s path 1989-now
• Basis in molecular biology
• Academia, pharma, medical center,
applied research institutes
• Biomarkers / Omics / technologies
• Mechanisms of disease
• Translational medicine
• Personalized healthcare
Senior Scientist Integrator Biomarkers
Scientific lead DTL-Technologies
Head EATRIS Biomarker Platform
Professor of Personalized Healthcare
Head Radboud Center for Proteomics, Glycomics & Metabolomics
Coordinator Radboud Technology Centers
2 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Alain van Gool, Rotary Boxmeer, 9 Nov 20173
Alain’s path 1989-now
• Basis in molecular biology
• Academia, pharma, medical center,
applied research institutes
• Biomarkers / Omics / technologies
• Mechanisms of disease
• Translational medicine
• Personalized healthcare
Senior Scientist Integrator Biomarkers
Scientific lead DTL-Technologies
Head EATRIS Biomarker Platform
Professor of Personalized Healthcare
Head Radboud Center for Proteomics, Glycomics & Metabolomics
Coordinator Radboud Technology Centers
Consider individual differences in life science research
4 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Source: Chakma, Journal of Young Investigators, 16, 2009
Principle of Personalized Medicine
• The right drug for right patient at right dose at right time
• = Precision medicine or Targeted medicine
5 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Crash course in molecular biology
6
DNA, protein, cell, tissue, system biology
6 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Personalized medicine in melanoma
B-RAFV600E mutation Strong growth of cell Growth of tumor
• B-RAFV600E cells always grow and become cancer cells
• RAF inhibitors will block pathway, block cell growth
and inhibit cancers that have a B-RAFV600E mutation
• 60% of melanoma patients have B-RAFV600E mutation
• Basis for a personalized medicine !
*
7 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Personalized medicine in melanoma
Treat patients with
B-RAFV600E mutation Inhibit growth of cell
Patients live longerTumors disappearCells stop growing
B-RAFinhibitor
8 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Exponential technology developments in laboratories
• Next generation sequencing
• DNA, RNA
• Risk analysis and therapy selection
• Mass spectrometry
• Proteins, metabolites
• Monitoring of disease and treatment effects
• Imaging
• Non invasive images, real time
• Spatial view of intact organs and organisms
500
1000
1500
2000
m/z
5 10 15 20 25 30 35 40 Time [min]
9 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Example: advances in molecular biomarker analysis
• Mass spectrometry analysis of glycoproteins in human plasma
• 1/20 microliter analysis: detection of 1.000.000 signals in one scan (1,4 Gb)
• ~40.000 peptides of which >80% contain sugar modification
• Potential to screen patients and identify new biomarkers?
500
1000
1500
2000
m/z
5 10 15 20 25 30 35 40 Time [min]
Proof of principle study:
Biomarkers !?
10 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Emerging Personalized / Precision / Targeted Medicine
2010:
5%of drugs in pipeline had companion diagnostic biomarker test
2017:
80%
50%
11 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Optimal Personalized / Precision / Targeted Medicine
Moving to personalized health(care)
{Source: Barabási 2007 NEJM 357; 4}
• People are more than linear pathways
• Different systems and networks
• Different risk factors
• Different preferences
13 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
14
“It’s far more important to
know what person the
disease has
than what disease the
person has.”
Hippocrates, 400 B.C
Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Personalized health(care) in a systems view
15
15 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Personalized health(care) monitoring as part of our lives
• Monitor biomarkers on
background
• Alert when you are at risk
• Advice what to do
16
Alain van Gool, Rotary Boxmeer, 9 Nov 2017
A changing world: Getting digital
17 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
18
New data !
18
19 Alain van Gool, IHE jaarcongres, Bussum. 11 Nov 2016
20 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
21 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Ongoing: translate laboratory to society
• Point-of-care analysis of
few biomarkers
• 1.000.000 signals per
proteomics analysis
23 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
And many more …
24 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
What does my DNA tell me?
23% chance blond hair 3.1% Neanderthaler DNA
25 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Genetic risk lung cancer
→ don’t smoke !
What does my DNA tell me?
No expected adverse reaction
to Warfarin
26 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
27 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
28 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Demo room
3 key aspects of personalized health(care)
‘I want to stay healthy. If not, how do I get healthy?’
1. What to measure?
2. How much can it change?
3. What should be the follow-up for me?
32 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Always focus on the end user: the patient / citizen
33 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Participatory health(care)
Translation is key in personalized health(care)
Personal profile data
Knowledge
Understanding
Decision
Action
34 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Translation is key in Personalized Healthcare !
“I’m afraid you’re
suffering from an
increased IL-1β and
an aberrant miR843
expression”
Adapted from:
?
35 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Need for optimal quality in health biomarker analyses
Test, interpret, advice
“Post-traumatic Test Syndrome” ?
36 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Patient participation is key
http://radboudreshapecenter.com/portfolio/uninvited-guests/
37 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Personalized health(care) monitoring as part of our lives
• Monitor biomarkers on
background
• Alert when you are at risk
• Advice what to do
38 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
View in the (very near) future
39 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
View in the (very near) future
40 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
41 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
Acknowledgements
Hans Wessels Jolein Gloerich
Roel Tans Esther Willems
Maurice van Dael Jenneke Keizer
Dirk Lefeber Monique van
Scherpenzeel
Leo Kluijtmans Ron Wevers
Marcel Verbeek Lucien Engelen
Jan Kremer Bas Bloem
Nathalie Bovy Paul Smits
the Radboudumc Technology Centers
and many others
www.radboudumc.nl/personalizedhealthcare
www.radboudumc.nl/research/technologycenters
www.radboudresearchfacilities.nl
alain.vangool@tno.nl
alain.vangool@radboudumc.nl
www.linkedIn.com
www.slideshare.net/alainvangool
Many collaborators and funders
Jan van der Greef Ben van Ommen
Ivana Bobeldijk Hans Princen
Lars Verschuren Marjan van Erk
Suzan Wopereis Heleen Wortelboer
Wessel Kraaij Ronald Mooi
Peter van Dijken Cyrille Krul
and many others
CarTarDis
Ruben Kok Barend Mons
Jaap Heringa Merlijn van Rijswijk and
many others
Anton Ussi Florence Bietrix
Laura Bermejo Andreas Scherer
Sulev Koks Marian Hajduch
Giovanni Migliaccio
and many others
42 Alain van Gool, Rotary Boxmeer, 9 Nov 2017

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2020 09-07 European Center Pharmaceutical Medicine course Biomarkers, Basel, ...
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2017 11-09 Rotary Cuijk-Maaskant, Alain van Gool

  • 1. Personalized Health(care): more than ‘just’ targeted medicines Rotary Cuijk-Maaskant 9 Nov 2017 Prof Alain van Gool
  • 2. Alain’s path 1989-now • Basis in molecular biology • Academia, pharma, medical center, applied research institutes • Biomarkers / Omics / technologies • Mechanisms of disease • Translational medicine • Personalized healthcare Senior Scientist Integrator Biomarkers Scientific lead DTL-Technologies Head EATRIS Biomarker Platform Professor of Personalized Healthcare Head Radboud Center for Proteomics, Glycomics & Metabolomics Coordinator Radboud Technology Centers 2 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 3. Alain van Gool, Rotary Boxmeer, 9 Nov 20173 Alain’s path 1989-now • Basis in molecular biology • Academia, pharma, medical center, applied research institutes • Biomarkers / Omics / technologies • Mechanisms of disease • Translational medicine • Personalized healthcare Senior Scientist Integrator Biomarkers Scientific lead DTL-Technologies Head EATRIS Biomarker Platform Professor of Personalized Healthcare Head Radboud Center for Proteomics, Glycomics & Metabolomics Coordinator Radboud Technology Centers
  • 4. Consider individual differences in life science research 4 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 5. Source: Chakma, Journal of Young Investigators, 16, 2009 Principle of Personalized Medicine • The right drug for right patient at right dose at right time • = Precision medicine or Targeted medicine 5 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 6. Crash course in molecular biology 6 DNA, protein, cell, tissue, system biology 6 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 7. Personalized medicine in melanoma B-RAFV600E mutation Strong growth of cell Growth of tumor • B-RAFV600E cells always grow and become cancer cells • RAF inhibitors will block pathway, block cell growth and inhibit cancers that have a B-RAFV600E mutation • 60% of melanoma patients have B-RAFV600E mutation • Basis for a personalized medicine ! * 7 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 8. Personalized medicine in melanoma Treat patients with B-RAFV600E mutation Inhibit growth of cell Patients live longerTumors disappearCells stop growing B-RAFinhibitor 8 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 9. Exponential technology developments in laboratories • Next generation sequencing • DNA, RNA • Risk analysis and therapy selection • Mass spectrometry • Proteins, metabolites • Monitoring of disease and treatment effects • Imaging • Non invasive images, real time • Spatial view of intact organs and organisms 500 1000 1500 2000 m/z 5 10 15 20 25 30 35 40 Time [min] 9 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 10. Example: advances in molecular biomarker analysis • Mass spectrometry analysis of glycoproteins in human plasma • 1/20 microliter analysis: detection of 1.000.000 signals in one scan (1,4 Gb) • ~40.000 peptides of which >80% contain sugar modification • Potential to screen patients and identify new biomarkers? 500 1000 1500 2000 m/z 5 10 15 20 25 30 35 40 Time [min] Proof of principle study: Biomarkers !? 10 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 11. Emerging Personalized / Precision / Targeted Medicine 2010: 5%of drugs in pipeline had companion diagnostic biomarker test 2017: 80% 50% 11 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 12. Optimal Personalized / Precision / Targeted Medicine
  • 13. Moving to personalized health(care) {Source: Barabási 2007 NEJM 357; 4} • People are more than linear pathways • Different systems and networks • Different risk factors • Different preferences 13 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 14. 14 “It’s far more important to know what person the disease has than what disease the person has.” Hippocrates, 400 B.C Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 15. Personalized health(care) in a systems view 15 15 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 16. Personalized health(care) monitoring as part of our lives • Monitor biomarkers on background • Alert when you are at risk • Advice what to do 16 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 17. A changing world: Getting digital 17 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 19. 19 Alain van Gool, IHE jaarcongres, Bussum. 11 Nov 2016
  • 20. 20 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 21. 21 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 22.
  • 23. Ongoing: translate laboratory to society • Point-of-care analysis of few biomarkers • 1.000.000 signals per proteomics analysis 23 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 24. And many more … 24 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 25. What does my DNA tell me? 23% chance blond hair 3.1% Neanderthaler DNA 25 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 26. Genetic risk lung cancer → don’t smoke ! What does my DNA tell me? No expected adverse reaction to Warfarin 26 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 27. 27 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 28. 28 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 29.
  • 31.
  • 32. 3 key aspects of personalized health(care) ‘I want to stay healthy. If not, how do I get healthy?’ 1. What to measure? 2. How much can it change? 3. What should be the follow-up for me? 32 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 33. Always focus on the end user: the patient / citizen 33 Alain van Gool, Rotary Boxmeer, 9 Nov 2017 Participatory health(care)
  • 34. Translation is key in personalized health(care) Personal profile data Knowledge Understanding Decision Action 34 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 35. Translation is key in Personalized Healthcare ! “I’m afraid you’re suffering from an increased IL-1β and an aberrant miR843 expression” Adapted from: ? 35 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 36. Need for optimal quality in health biomarker analyses Test, interpret, advice “Post-traumatic Test Syndrome” ? 36 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 37. Patient participation is key http://radboudreshapecenter.com/portfolio/uninvited-guests/ 37 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 38. Personalized health(care) monitoring as part of our lives • Monitor biomarkers on background • Alert when you are at risk • Advice what to do 38 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 39. View in the (very near) future 39 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 40. View in the (very near) future 40 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 41. 41 Alain van Gool, Rotary Boxmeer, 9 Nov 2017
  • 42. Acknowledgements Hans Wessels Jolein Gloerich Roel Tans Esther Willems Maurice van Dael Jenneke Keizer Dirk Lefeber Monique van Scherpenzeel Leo Kluijtmans Ron Wevers Marcel Verbeek Lucien Engelen Jan Kremer Bas Bloem Nathalie Bovy Paul Smits the Radboudumc Technology Centers and many others www.radboudumc.nl/personalizedhealthcare www.radboudumc.nl/research/technologycenters www.radboudresearchfacilities.nl alain.vangool@tno.nl alain.vangool@radboudumc.nl www.linkedIn.com www.slideshare.net/alainvangool Many collaborators and funders Jan van der Greef Ben van Ommen Ivana Bobeldijk Hans Princen Lars Verschuren Marjan van Erk Suzan Wopereis Heleen Wortelboer Wessel Kraaij Ronald Mooi Peter van Dijken Cyrille Krul and many others CarTarDis Ruben Kok Barend Mons Jaap Heringa Merlijn van Rijswijk and many others Anton Ussi Florence Bietrix Laura Bermejo Andreas Scherer Sulev Koks Marian Hajduch Giovanni Migliaccio and many others 42 Alain van Gool, Rotary Boxmeer, 9 Nov 2017