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Innovation in personalized healthcare
through X-omics
8th International Conference on Rare and Undiagnosed Diseases
Nijmegen, 7 Feb 2020
Prof Alain van Gool
Professor Personalized Healthcare
Head Translational Metabolic Laboratory
Lead PI Netherlands X-omics Initiative
Strategic advisor of the Executive Board
Radboudumc Technology Centers
Personalized healthcare in rare metabolic diseases
Normal Dutch parents
Boy 2002, low birth weight, lactic acidosis, hypoglycaemia
Intellectual diability, movement disorder, epilepsy
† age 3,5 yr (respiratory failure)
Boy 2007, low birth weight, lactic acidosis, hypoglycaemia
Intellectual diability, epilepsy
† age 1,5 yr (epilepsy)
Clinical phenotype:
Suspicion of mitochondrial dysfunction
{Wortmann et al, Human Biology 2017}
Case study
2 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Lab tests • Lactate high
• ATP production ↓, Creatine phosphate production ↓
• But OXPHOS enzyme complex I-V normal
• Mechanism of disease?
• Candidate gene sequencing: no variant
• 2011 Whole Exome Sequencing: WARS2 mutations{medicalxpress.com}
{Rodenburg, Biochim
Biophys Acta, 2016}
New mechanism of disease • WARS2 is mtDNA-coded
tryptophanyl-tRNA synthases
• Novel rare mutation caused
instability of WARS2 protein
• Less charging of Trp-tRNATrp
• = New prenatal genetic test
{Wortmann et al, Human Biology 2017}
4 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Meet & greet @ Translational Metabolic Laboratory
Lessons learned
• Technology innovation is driving impact in personalized
healthcare
• Crucial to combine different molecular views to understand
human health and disease (X-omics)
• Fast translational of biomarker research to implementation
in academic clinical laboratories
6 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Role of X-omics biomarkers in Personalized Healthcare
Personalized diagnosis
Personalized therapy
= Personalized healthcare
+Patient participation
X-Omics
Therapy monitoring
7 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
The power of omics in diagnostics
Genomics
Testing 3.000.000.000 DNA bases
in 1 assay
500
1000
1500
2000
m/z
5 10 15 20 25 30 35 40 Time [min]
Proteomics, glycomics, metabolomics
Testing of 10.000-50.000 proteins and
metabolites in 1 assay
8 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Precision medicine in genetic-metabolic disease – current
Personalized diagnosis
Genomics
(WES)
Metabolomics
New disease
mechanisms
Personalized therapies
Nature Genetics 2018
NEJM 2014
Nature 2016
NEJM 2014
Genet Med 2017
Glycomics
9 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Precision medicine in genetic-metabolic disease - future
Personalized diagnosis
Genomics
(WGS)
Metabolomics
New personalized
therapies
Glycomics
Glycoproteomics
Deep Learning
Artificial Intelligence
System biology
Nature Genetics 2016 Innovation 2017
NANS-CDG diagnosis
New disease
mechanisms
10 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Netherlands X-omics Initiative
Quality
Best practice
Expertise
Standards
FAIR data
Coordinator: Alain van Gool
11 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
Netherlands X-omics Initiative
Outreach
• Helpdesk
• Training
• Community
• Demonstrators
o Cell
o Individual
o Population
X-omics
approach
• Data analysis
• Data integration
• Data stewardship
• Study design
• Sample handling
Pushing omics
technologies
• Resolution, sensitivity,
coverage
• Harmonisation,
standardisation, data
FAIR-at-source
12 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
X-omics at EU level: EATRIS-Plus H2020 project
X-omics events 2020
13 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
LinkedIn X-omics community
Crossy helpdesk
Acknowledgements
Translational Metabolic Laboratory
Hans Wessels
Dirk Lefeber
Karlien Coene
Jolein Gloerich
Leo Kluijtmans
Richard Rodenburg
Bert van den Heuvel
Purva Kulkarni
Marleen Huigen
Marcel Verbeek
Dorine Swinkels
and others
Edwin Cuppen
Albert Heck
Thomas Hankemeier
Peter Bram ‘t Hoen
Daniella Kasteel
and others
Collaborators/funders
Human Genetics Nijmegen
Helger Ijntema
Marcel Nelen
Alexander Hoischen
Lisenka Vissers
Christian Gillisen
Han Brunner
and others
alain.vangool@radboudumc.nl
www.radboudumc.nl/en/people/alain-van-gool
www.slideshare.net/alainvangool
CarTarDis
Dapha Habets
Irene Keularts
and others
Gary Kruppa
Pierre-Olivier Schmit
and others

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2020 02-07 Undiagnosed Diseases Network International, Nijmegen, Alain van Gool

  • 1. Innovation in personalized healthcare through X-omics 8th International Conference on Rare and Undiagnosed Diseases Nijmegen, 7 Feb 2020 Prof Alain van Gool Professor Personalized Healthcare Head Translational Metabolic Laboratory Lead PI Netherlands X-omics Initiative Strategic advisor of the Executive Board Radboudumc Technology Centers
  • 2. Personalized healthcare in rare metabolic diseases Normal Dutch parents Boy 2002, low birth weight, lactic acidosis, hypoglycaemia Intellectual diability, movement disorder, epilepsy † age 3,5 yr (respiratory failure) Boy 2007, low birth weight, lactic acidosis, hypoglycaemia Intellectual diability, epilepsy † age 1,5 yr (epilepsy) Clinical phenotype: Suspicion of mitochondrial dysfunction {Wortmann et al, Human Biology 2017} Case study 2 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 3. Lab tests • Lactate high • ATP production ↓, Creatine phosphate production ↓ • But OXPHOS enzyme complex I-V normal • Mechanism of disease? • Candidate gene sequencing: no variant • 2011 Whole Exome Sequencing: WARS2 mutations{medicalxpress.com} {Rodenburg, Biochim Biophys Acta, 2016}
  • 4. New mechanism of disease • WARS2 is mtDNA-coded tryptophanyl-tRNA synthases • Novel rare mutation caused instability of WARS2 protein • Less charging of Trp-tRNATrp • = New prenatal genetic test {Wortmann et al, Human Biology 2017} 4 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 5. Meet & greet @ Translational Metabolic Laboratory
  • 6. Lessons learned • Technology innovation is driving impact in personalized healthcare • Crucial to combine different molecular views to understand human health and disease (X-omics) • Fast translational of biomarker research to implementation in academic clinical laboratories 6 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 7. Role of X-omics biomarkers in Personalized Healthcare Personalized diagnosis Personalized therapy = Personalized healthcare +Patient participation X-Omics Therapy monitoring 7 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 8. The power of omics in diagnostics Genomics Testing 3.000.000.000 DNA bases in 1 assay 500 1000 1500 2000 m/z 5 10 15 20 25 30 35 40 Time [min] Proteomics, glycomics, metabolomics Testing of 10.000-50.000 proteins and metabolites in 1 assay 8 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 9. Precision medicine in genetic-metabolic disease – current Personalized diagnosis Genomics (WES) Metabolomics New disease mechanisms Personalized therapies Nature Genetics 2018 NEJM 2014 Nature 2016 NEJM 2014 Genet Med 2017 Glycomics 9 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 10. Precision medicine in genetic-metabolic disease - future Personalized diagnosis Genomics (WGS) Metabolomics New personalized therapies Glycomics Glycoproteomics Deep Learning Artificial Intelligence System biology Nature Genetics 2016 Innovation 2017 NANS-CDG diagnosis New disease mechanisms 10 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 11. Netherlands X-omics Initiative Quality Best practice Expertise Standards FAIR data Coordinator: Alain van Gool 11 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020
  • 12. Netherlands X-omics Initiative Outreach • Helpdesk • Training • Community • Demonstrators o Cell o Individual o Population X-omics approach • Data analysis • Data integration • Data stewardship • Study design • Sample handling Pushing omics technologies • Resolution, sensitivity, coverage • Harmonisation, standardisation, data FAIR-at-source 12 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020 X-omics at EU level: EATRIS-Plus H2020 project
  • 13. X-omics events 2020 13 Alain van Gool, UNDI2020, Nijmegen, 7 Feb 2020 LinkedIn X-omics community Crossy helpdesk
  • 14. Acknowledgements Translational Metabolic Laboratory Hans Wessels Dirk Lefeber Karlien Coene Jolein Gloerich Leo Kluijtmans Richard Rodenburg Bert van den Heuvel Purva Kulkarni Marleen Huigen Marcel Verbeek Dorine Swinkels and others Edwin Cuppen Albert Heck Thomas Hankemeier Peter Bram ‘t Hoen Daniella Kasteel and others Collaborators/funders Human Genetics Nijmegen Helger Ijntema Marcel Nelen Alexander Hoischen Lisenka Vissers Christian Gillisen Han Brunner and others alain.vangool@radboudumc.nl www.radboudumc.nl/en/people/alain-van-gool www.slideshare.net/alainvangool CarTarDis Dapha Habets Irene Keularts and others Gary Kruppa Pierre-Olivier Schmit and others