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Lab for Bioinformatics and
computational genomics
25 “genome hackers”
mostly engineers (statistics)
42 scientists
technicians, geneticists, clinicians
>250 people
Hardware/software engineers,
mathematicians, molecular biologists
Prof. Dr. ir Wim Van Criekinge
©2016 All rights reserved
2
Next Generation (Epi)genetic biomarkers
Chief Scientific Officer
©2016 All rights reserved
3
CLIA Lab US Service Lab EU
4
Kanker Beter Opsporen
door
Kanker Beter te Begrijpen
©2016 All rights reserved
5
Kanker Beter Opsporen
door
Kanker Beter te Begrijpen
6
Kanker is een ziekte van het genoom
Genetic code - DNA
The human genome comprises the information contained in
one set of human chromosomes which themselves contain
about 3 billion base pairs (bp) of DNA in 46 chromosomes (22
autosome pairs + 2 sex chromosomes). The total length of
DNA present in one adult human is calculated by the
multiplication of
(length of 1 bp)(number of bp per cell)(number of cells in the body)
(0.34 × 10-9 m)(6 × 109)(1013)
2.0 × 1013 meters
That is the equivalent of nearly 70 trips from the earth to
the sun and back.
Genetic code - DNA
Genetic code - DNA
Time (years)
©2016 All rights reserved
11
Cancer is impairing key pathways/modules/networks
©2016 All rights reserved
12
©2016 All rights reserved
13
Importance of Epigenetics (I)
R & D
Allows to (re)use one genomes
for different purposes
©2016 All rights reserved
14
Importance of Epigenetics (II)
R & D
• Allows to (re)use one genomes for different purposes
• Allows to integrate intrinsic with environmental signals
©2016 All rights reserved
15
Importance of Epigenetics (III)
R & D
• Allows to (re)use one genomes for
different purposes
• Allows to integrate intrinsic with
environmental signals
• Epigenetics driving etiology of many
human diseases
©2016 All rights reserved
16
Kanker Beter Opsporen
door
Kanker Beter te Begrijpen
©2016 All rights reserved
17
©2016 All rights reserved
18
PSA Screening
Impact on Mortality
Welch HG et al. N Engl J Med 2015;373:1685-1687.
Incidence of Metastatic Prostate Cancer
at Initial Diagnosis: 1975–2012
©2016 All rights reserved
19
25% Will receive a false-negative
result
15% Will suffer complications from
biopsy (e.g. bleeding, infections, etc.)
~
3% Will be hospitalized in 30 days
following biopsy
Biopsies are
Gold Standard for Cancer Detection
Gershman et al.; Eur Uro 2016
Loeb et al.; Eur Uro 2013
Loeb et al.; J Urol. 2011.
©2016 All rights reserved
Sampling error, Needle Missed Mark
Negative Prostate Biopsy
Standard 12-core biopsy
TRUS Guided Prostate Biopsy
Elevated PSA, Abnormal DRE, Family History
Elevated Clinical Risk Factors
Patient Compliance, Infections,
Unnecessary Repeat Biopsy
43% have repeat biopsy
Welch HG et al:. J Natl Caner Inst 2007;99: 1395 – 400. Pinsky PF et al:. BJU International 99, no. 4 (April 2007): 775–779.
Unnecessary Repeat Biopsies
Fear of Undetected Prostate Cancer
©2016 All rights reserved
How ConfirmMDx Works
ConfirmMDx detects an epigenetic field effect associated with the presence of cancer at the DNA level
Biopsy
Cancer
Field Effect
Henrique R, et al:,Mol Cancer Res 2006;4:1-8
©2016 All rights reserved
22
ConfirmMDx Clinical Validation
The Journal of Urology 2013
Epigenetic Multiplex DNA
Methylation Test
•GSTP1 – DNA detoxification
•APC – apoptosis
•RASSF1 – cell cycle regulation
The most significant independent
predictor of cancer detection on
repeat biopsy
90% NPV
Stewart GD et al; Journal of Urology 2013
MATLOC Study
©2016 All rights reserved
23
ConfirmMDx Positive Results
 Personalized risk assessment for likelihood of harboring
aggressive cancer
 Men who benefit from MRI/biopsy and early detection
©2016 All rights reserved
ConfirmMDx Positive
©2016 All rights reserved
24
Methylation
Negative
Methylation
Positive
Low Risk
Active Follow Up
Negative
Prostate Biopsy
ConfirmMDx
High Risk
Repeat Biopsy
Routine
Screening
Risk Profile
Provides Personalized Risk Assessment
Patient Profile: Men being considered for repeat prostate biopsy
 96% NPV for Clinically Significant Cancer
 90% NPV for All Cancers
Van Neste et al; The Prostate 2016
©2017 All rights reserved
25
SelectMDx for Prostate Cancer
Clinical Validation of a Risk Profile for the Detection of High Grade Cancer
SelectMDx Risk Profile:
 Strongest predictor of high-grade disease
 98% NPV for GS ≥7 cancer
 AUC of 0.89 (95% CI 0.85-0.95)
European Urology 2016
Van Neste et al., European Urology 2016
©2017 All rights reserved
26
Collect First Void Urine in
Transport Medium
RNA Isolation
KLK3 RT-qPCRHOXC6 RT-qPCR
HOXC6/KLK3
DLX1 RT-qPCR
DLX1/KLK3
Cq-Values:
Ratios:
Score:
SelectMDx qPCR
©2017 All rights reserved
27
Elevated PSA Urologist DRE Urine
Urine test for the prediction of histopathological outcome of prostate biopsy
SelectMDx for Prostate Cancer
Non-invasive, Liquid Biopsy to Identify Patients for Prostate Biopsy
Follow-up
Discuss with
patient
MRi or Biopsy
routine PSA
©2017 All rights reserved
28
Patient Report
Sample
Improves the Identification of Men
for Prostate Biopsy:
High Risk
• Personalized risk profile
• Increased risk for aggressive cancer
• Men who may benefit from biopsy
Very Low Risk
• 98% NPV for GS ≥7 Disease
• May avoid biopsy
• Return to routine screening
Identification of a Candidate Gene Panel for the Early Diagnosis of Prostate Cancer. Leyten et al. Clin Cancer Res, 2015
©2017 All rights reserved
29
Provides Patient’s Personalized Risk Profile
SelectMDx for Prostate Cancer
A patient at increased risk will receive a report which indicates his likelihood for
prostate cancer on biopsy and probability for aggressive disease
©2017 All rights reserved
30
Routine Screening
Elevated PSA,
Abnormal DRE
Very Low Risk
for GS ≥ 7 PCa
Consider
Biopsy or MRI
Increased Risk
for GS ≥ 7 PCa
99.6% NPV for GS ≥8
98% NPV for GS ≥7
Very Low Risk
Avoid Biopsy
For patients being considered for initial prostate biopsy
 Identify men at high risk for aggressive cancer
 Assay performed on non-invasive, urine sample
Improved Risk Stratification for
Clinically Significant Cancer
©2016 All rights reserved
31
AssureMDx for Bladder Cancer
Non-invasive, Liquid Biopsy to Identify Patients with Bladder Cancer
Patient
Blood in urine
Test
Runs on any open
PCR/Sequence instrument
Follow-up
Yes/No
CT scan or Cystoscopy
Result
Likely hood risk
score
Routine
monitoring
©2016 All rights reserved
32
Biomarkers Before Biopsies complements the ProstateMDx.org website
©2016 All rights reserved
©2016 All rights reserved
©2016 All rights reserved
35
Epigenetic Editing
Genome Hacking/(re)progamming

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Van criekinge 2017_11_13_rodebiotech

  • 1. Lab for Bioinformatics and computational genomics 25 “genome hackers” mostly engineers (statistics) 42 scientists technicians, geneticists, clinicians >250 people Hardware/software engineers, mathematicians, molecular biologists Prof. Dr. ir Wim Van Criekinge
  • 2. ©2016 All rights reserved 2 Next Generation (Epi)genetic biomarkers Chief Scientific Officer
  • 3. ©2016 All rights reserved 3 CLIA Lab US Service Lab EU
  • 5. ©2016 All rights reserved 5 Kanker Beter Opsporen door Kanker Beter te Begrijpen
  • 6. 6 Kanker is een ziekte van het genoom
  • 8. The human genome comprises the information contained in one set of human chromosomes which themselves contain about 3 billion base pairs (bp) of DNA in 46 chromosomes (22 autosome pairs + 2 sex chromosomes). The total length of DNA present in one adult human is calculated by the multiplication of (length of 1 bp)(number of bp per cell)(number of cells in the body) (0.34 × 10-9 m)(6 × 109)(1013) 2.0 × 1013 meters That is the equivalent of nearly 70 trips from the earth to the sun and back. Genetic code - DNA
  • 11. ©2016 All rights reserved 11 Cancer is impairing key pathways/modules/networks
  • 12. ©2016 All rights reserved 12
  • 13. ©2016 All rights reserved 13 Importance of Epigenetics (I) R & D Allows to (re)use one genomes for different purposes
  • 14. ©2016 All rights reserved 14 Importance of Epigenetics (II) R & D • Allows to (re)use one genomes for different purposes • Allows to integrate intrinsic with environmental signals
  • 15. ©2016 All rights reserved 15 Importance of Epigenetics (III) R & D • Allows to (re)use one genomes for different purposes • Allows to integrate intrinsic with environmental signals • Epigenetics driving etiology of many human diseases
  • 16. ©2016 All rights reserved 16 Kanker Beter Opsporen door Kanker Beter te Begrijpen
  • 17. ©2016 All rights reserved 17
  • 18. ©2016 All rights reserved 18 PSA Screening Impact on Mortality Welch HG et al. N Engl J Med 2015;373:1685-1687. Incidence of Metastatic Prostate Cancer at Initial Diagnosis: 1975–2012
  • 19. ©2016 All rights reserved 19 25% Will receive a false-negative result 15% Will suffer complications from biopsy (e.g. bleeding, infections, etc.) ~ 3% Will be hospitalized in 30 days following biopsy Biopsies are Gold Standard for Cancer Detection Gershman et al.; Eur Uro 2016 Loeb et al.; Eur Uro 2013 Loeb et al.; J Urol. 2011.
  • 20. ©2016 All rights reserved Sampling error, Needle Missed Mark Negative Prostate Biopsy Standard 12-core biopsy TRUS Guided Prostate Biopsy Elevated PSA, Abnormal DRE, Family History Elevated Clinical Risk Factors Patient Compliance, Infections, Unnecessary Repeat Biopsy 43% have repeat biopsy Welch HG et al:. J Natl Caner Inst 2007;99: 1395 – 400. Pinsky PF et al:. BJU International 99, no. 4 (April 2007): 775–779. Unnecessary Repeat Biopsies Fear of Undetected Prostate Cancer
  • 21. ©2016 All rights reserved How ConfirmMDx Works ConfirmMDx detects an epigenetic field effect associated with the presence of cancer at the DNA level Biopsy Cancer Field Effect Henrique R, et al:,Mol Cancer Res 2006;4:1-8
  • 22. ©2016 All rights reserved 22 ConfirmMDx Clinical Validation The Journal of Urology 2013 Epigenetic Multiplex DNA Methylation Test •GSTP1 – DNA detoxification •APC – apoptosis •RASSF1 – cell cycle regulation The most significant independent predictor of cancer detection on repeat biopsy 90% NPV Stewart GD et al; Journal of Urology 2013 MATLOC Study
  • 23. ©2016 All rights reserved 23 ConfirmMDx Positive Results  Personalized risk assessment for likelihood of harboring aggressive cancer  Men who benefit from MRI/biopsy and early detection ©2016 All rights reserved ConfirmMDx Positive
  • 24. ©2016 All rights reserved 24 Methylation Negative Methylation Positive Low Risk Active Follow Up Negative Prostate Biopsy ConfirmMDx High Risk Repeat Biopsy Routine Screening Risk Profile Provides Personalized Risk Assessment Patient Profile: Men being considered for repeat prostate biopsy  96% NPV for Clinically Significant Cancer  90% NPV for All Cancers Van Neste et al; The Prostate 2016
  • 25. ©2017 All rights reserved 25 SelectMDx for Prostate Cancer Clinical Validation of a Risk Profile for the Detection of High Grade Cancer SelectMDx Risk Profile:  Strongest predictor of high-grade disease  98% NPV for GS ≥7 cancer  AUC of 0.89 (95% CI 0.85-0.95) European Urology 2016 Van Neste et al., European Urology 2016
  • 26. ©2017 All rights reserved 26 Collect First Void Urine in Transport Medium RNA Isolation KLK3 RT-qPCRHOXC6 RT-qPCR HOXC6/KLK3 DLX1 RT-qPCR DLX1/KLK3 Cq-Values: Ratios: Score: SelectMDx qPCR
  • 27. ©2017 All rights reserved 27 Elevated PSA Urologist DRE Urine Urine test for the prediction of histopathological outcome of prostate biopsy SelectMDx for Prostate Cancer Non-invasive, Liquid Biopsy to Identify Patients for Prostate Biopsy Follow-up Discuss with patient MRi or Biopsy routine PSA
  • 28. ©2017 All rights reserved 28 Patient Report Sample Improves the Identification of Men for Prostate Biopsy: High Risk • Personalized risk profile • Increased risk for aggressive cancer • Men who may benefit from biopsy Very Low Risk • 98% NPV for GS ≥7 Disease • May avoid biopsy • Return to routine screening Identification of a Candidate Gene Panel for the Early Diagnosis of Prostate Cancer. Leyten et al. Clin Cancer Res, 2015
  • 29. ©2017 All rights reserved 29 Provides Patient’s Personalized Risk Profile SelectMDx for Prostate Cancer A patient at increased risk will receive a report which indicates his likelihood for prostate cancer on biopsy and probability for aggressive disease
  • 30. ©2017 All rights reserved 30 Routine Screening Elevated PSA, Abnormal DRE Very Low Risk for GS ≥ 7 PCa Consider Biopsy or MRI Increased Risk for GS ≥ 7 PCa 99.6% NPV for GS ≥8 98% NPV for GS ≥7 Very Low Risk Avoid Biopsy For patients being considered for initial prostate biopsy  Identify men at high risk for aggressive cancer  Assay performed on non-invasive, urine sample Improved Risk Stratification for Clinically Significant Cancer
  • 31. ©2016 All rights reserved 31 AssureMDx for Bladder Cancer Non-invasive, Liquid Biopsy to Identify Patients with Bladder Cancer Patient Blood in urine Test Runs on any open PCR/Sequence instrument Follow-up Yes/No CT scan or Cystoscopy Result Likely hood risk score Routine monitoring
  • 32. ©2016 All rights reserved 32 Biomarkers Before Biopsies complements the ProstateMDx.org website
  • 33. ©2016 All rights reserved
  • 34. ©2016 All rights reserved
  • 35. ©2016 All rights reserved 35 Epigenetic Editing Genome Hacking/(re)progamming