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Pharmacogenomics: Using Genetic Testing to Guide Warfarin Therapy   Dan Jonas, MD, MPH Noon Conference October 29, 2007                             
Genetic Polymorphisms A Key to Human Individuality ,[object Object],[object Object],[object Object],[object Object],[object Object]
Single Nucleotide Polymorphisms (SNPs) A key to human variability DNA sequence variation at a single nucleotide that may alter the function of the encoded protein  Polymorphisms are common and   contribute to common diseases and influence our response to medications * Functional but  altered  protein Functional protein
What is Pharmacogenomics (PGx)? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Individualized Medicine ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pharmacogenomics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Goldstein DB, et al. Nature Reviews 2003;4: 937-947 Genetic variants found to be significantly associated with drug response in at least two studies Nature Reviews 2003;4:937-947
Goldstein DB, et al. Nature Reviews 2003;4: 937-947 Genetic variants found to be significantly associated with drug response in at least two studies Nature Reviews 2003;4:937-947
[object Object],[object Object],[object Object],[object Object],[object Object],The Perfect Drug for PGx Intervention Warfarin (Coumadin)
Warfarin ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Factors that Correlate w/ Warfarin Dose ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Genes important for Warfarin Pharmacogenetics   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
CYP2C9  variant alleles ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
The  VKOR  Gene ,[object Object],[object Object],[object Object],[object Object],[object Object]
Effect of VKORC1 Haplotype A or B on Warfarin dosage  Rieder et al.  New England Journal of Medicine 2005
Individual Variability in Warfarin Dose Warfarin maintenance dose (mg/day) SENSITIVITY CYP2C9  coding SNPs  RESISTANCE VKORC1  coding SNPs Frequency Common  VKORC1  non-coding SNPs Adapted from Rettie and Tai, Molecular Interventions 2006 (*3/*3) 0.5 5 15
 
Warfarin & the FDA ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
What is the clinical evidence? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Caraco et al.   ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Clin Pharmacol Ther. 2007 Sep 12; [Epub ahead of print]; Hadassah University, Israel
Millican et al. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Millican et al., Blood. 2007 Sep 1;110(5):1511-5. Epub 2007 Mar 26; Wash U; Voora et al., Thromb Haemost. 2005 Apr;93(4):700-5; Grice, Gage, et al. ACCP 2007 Poster
Limdi et al. ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Limidi et al., Clin Pharmacol Ther. 2007 Jul 25; [Epub ahead of print]; UAB   a Adjusted for age, gender, race, BMI, VKORC1, vitamin K and alcohol intake, warfarin dose, interacting drugs, number of comorbid conditions, and INR at the time of the event
Pharmacogenomics at UNC to Guide Warfarin Therapy ,[object Object],[object Object],[object Object],[object Object],[object Object]
Structure of the UNC Warfarin PGx Study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
UNC Warfarin PGx Study ,[object Object],[object Object],[object Object],[object Object],Project Manager prescreens subject for possible inclusion via electronic medical record PM contacts physician and approaches patient for consent PM contacts clinical pharmacist, who orders blood draw for CYP2C9 and VKOR Blood drawn and sent to lab along with signed consent; results reported in Webcis Subjects are randomized to the control or experimental group
Experimental Group Pharmacist calculates dose using algorithm ASAP without genetic info & re-calculates dose including genetic info as soon as available Pharmacist communicates recommended dose to the treating physician & ensures patient is d/c’d on that dose Pharmacist calculates dose using algorithm ASAP without genetic info Clinical pharmacist makes dose change Subjects follow up for routine care in the ACC or Family Medicine Center Anticoagulation Clinc Control Group Collect outcomes data over first 3 months of treatment: visits, TTR, utilization… Pharmacist communicates recommended dose to the treating physician & ensures patient is d/c’d on that dose Clinical pharmacist makes dose change Subjects follow up for routine care in the ACC or Family Medicine Center Anticoagulation Clinc Collect outcomes data over first 3 months of treatment: visits, TTR, utilization…
Outcomes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
When Starting Warfarin… consider  Genotype! ,[object Object],[object Object],[object Object]
 
Thank You! ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],DEPARTMENT OF GENETICS
 
EXTRA SLIDES
Prevalence of genetic variations influencing warfarin maintenance dose ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CYP2C9 Polymorphisms (*2)  Arg    Cys  codon 144 (*3)  Ile    Leu  codon 359 (*4)  Ile    Thr  codon 359 (*5) Asp    Glu  codon 360 (*1) wild type
Individualized Medicine   Predisposition and Screening ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CYP450 Gene Nomenclature ,[object Object],[object Object],[object Object],[object Object],[object Object],Family  Subfamily  Gene  Allele Variant
Major CYP450 enzymes involved in drug metabolism  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CYP2C9  gene variants Enzyme Activity Normal  Reduced (50-70%) Reduced (5-15%) I359L * R144C * CYP2C9*1 (wild type) CYP2C9*2 CYP2C9*3
CYP2C9 Allele frequencies Absent? Rare 0.023 *11  (R335W) Absent? Absent? 0.01 *6  (818delA) Absent? Absent? 0.01 *5 Absent? Absent? 0.01 *4 0.02-0.4 0.05-0.10 0.01 *3 Rare 0.10-0.16 Rare *2 0.984 0.743 0.953 *1 Asians Caucasians African Americans
VKORC1  gene variants Enzyme Clinical Activity Effect   spontaneous bleeding  (VKCFD2) Warfarin Warfarin resistance binding? OR    OR  Warfarin dose    R98W *  SNPs
Percent of warfarin dose variability explained by CYP2C9 and VKORC1 *Total variability explained by genetic, demographic and clinical variables Clinical and demographic factors alone explain 20-25% of dose variability 60% 52% 34% 18% 14 54% 37% 24% 13% Avg 59% 30% 13% 17% 12 21% 18% 34% 21% 25% VKORC1 26% 33% 44% 41% 32% Gx total 39% 5% 13 57% 10% 9 45% 15% 11 63% 20% 8 51% 7% 7 55% 1 Total* CYP2C9 Ref
Warfarin dose variance in European Caucasians ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Warfarin dosing algorithm (based on age, height, CYP2C9 and VKOR) Sconce, et al.  Blood 2005
 
Structure of the UNC Warfarin Service/Study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Provider Education ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CYP2C9 7-hydroxywarfarin 6-hydroxywarfarin 8-hydroxywarfarin 10-hydroxywarfarin CYP1A1 CYP1A2 CYP3A4

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10.29.07 Coumadin P Gx Jonas

  • 1. Pharmacogenomics: Using Genetic Testing to Guide Warfarin Therapy Dan Jonas, MD, MPH Noon Conference October 29, 2007                             
  • 2.
  • 3. Single Nucleotide Polymorphisms (SNPs) A key to human variability DNA sequence variation at a single nucleotide that may alter the function of the encoded protein Polymorphisms are common and contribute to common diseases and influence our response to medications * Functional but altered protein Functional protein
  • 4.
  • 5.
  • 6.
  • 7. Goldstein DB, et al. Nature Reviews 2003;4: 937-947 Genetic variants found to be significantly associated with drug response in at least two studies Nature Reviews 2003;4:937-947
  • 8. Goldstein DB, et al. Nature Reviews 2003;4: 937-947 Genetic variants found to be significantly associated with drug response in at least two studies Nature Reviews 2003;4:937-947
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.  
  • 14.
  • 15.  
  • 16.  
  • 17.
  • 18. Effect of VKORC1 Haplotype A or B on Warfarin dosage Rieder et al. New England Journal of Medicine 2005
  • 19. Individual Variability in Warfarin Dose Warfarin maintenance dose (mg/day) SENSITIVITY CYP2C9 coding SNPs RESISTANCE VKORC1 coding SNPs Frequency Common VKORC1 non-coding SNPs Adapted from Rettie and Tai, Molecular Interventions 2006 (*3/*3) 0.5 5 15
  • 20.  
  • 21.
  • 22.
  • 23.
  • 24.
  • 25.
  • 26.
  • 27.
  • 28.
  • 29. Experimental Group Pharmacist calculates dose using algorithm ASAP without genetic info & re-calculates dose including genetic info as soon as available Pharmacist communicates recommended dose to the treating physician & ensures patient is d/c’d on that dose Pharmacist calculates dose using algorithm ASAP without genetic info Clinical pharmacist makes dose change Subjects follow up for routine care in the ACC or Family Medicine Center Anticoagulation Clinc Control Group Collect outcomes data over first 3 months of treatment: visits, TTR, utilization… Pharmacist communicates recommended dose to the treating physician & ensures patient is d/c’d on that dose Clinical pharmacist makes dose change Subjects follow up for routine care in the ACC or Family Medicine Center Anticoagulation Clinc Collect outcomes data over first 3 months of treatment: visits, TTR, utilization…
  • 30.
  • 31.
  • 32.  
  • 33.
  • 34.  
  • 36.
  • 37. CYP2C9 Polymorphisms (*2) Arg  Cys codon 144 (*3) Ile  Leu codon 359 (*4) Ile  Thr codon 359 (*5) Asp  Glu codon 360 (*1) wild type
  • 38.
  • 39.
  • 40.
  • 41. CYP2C9 gene variants Enzyme Activity Normal Reduced (50-70%) Reduced (5-15%) I359L * R144C * CYP2C9*1 (wild type) CYP2C9*2 CYP2C9*3
  • 42. CYP2C9 Allele frequencies Absent? Rare 0.023 *11 (R335W) Absent? Absent? 0.01 *6 (818delA) Absent? Absent? 0.01 *5 Absent? Absent? 0.01 *4 0.02-0.4 0.05-0.10 0.01 *3 Rare 0.10-0.16 Rare *2 0.984 0.743 0.953 *1 Asians Caucasians African Americans
  • 43. VKORC1 gene variants Enzyme Clinical Activity Effect spontaneous bleeding (VKCFD2) Warfarin Warfarin resistance binding? OR OR Warfarin dose R98W *  SNPs
  • 44. Percent of warfarin dose variability explained by CYP2C9 and VKORC1 *Total variability explained by genetic, demographic and clinical variables Clinical and demographic factors alone explain 20-25% of dose variability 60% 52% 34% 18% 14 54% 37% 24% 13% Avg 59% 30% 13% 17% 12 21% 18% 34% 21% 25% VKORC1 26% 33% 44% 41% 32% Gx total 39% 5% 13 57% 10% 9 45% 15% 11 63% 20% 8 51% 7% 7 55% 1 Total* CYP2C9 Ref
  • 45.
  • 46. Warfarin dosing algorithm (based on age, height, CYP2C9 and VKOR) Sconce, et al. Blood 2005
  • 47.  
  • 48.
  • 49.
  • 50. CYP2C9 7-hydroxywarfarin 6-hydroxywarfarin 8-hydroxywarfarin 10-hydroxywarfarin CYP1A1 CYP1A2 CYP3A4

Editor's Notes

  1. The Right Dose of Warfarin for Every Patient