Pharmacogenomics: Using Genetic Testing to Guide Warfarin Therapy   Dan Jonas, MD, MPH Noon Conference October 29, 2007   ...
Genetic Polymorphisms A Key to Human Individuality <ul><li>Polymorphisms are subtle differences in our genome </li></ul><u...
Single Nucleotide Polymorphisms (SNPs) A key to human variability DNA sequence variation at a single nucleotide that may a...
What is Pharmacogenomics (PGx)? <ul><li>The study of how variations in the human genome affect the response to medications...
Individualized Medicine <ul><li>Current drug therapy in medicine: </li></ul><ul><ul><li>Efficacy may vary widely  </li></u...
Pharmacogenomics <ul><li>The variable efficacy and unpredictability of adverse effects likely has a significant genetic co...
Goldstein DB, et al. Nature Reviews 2003;4: 937-947 Genetic variants found to be significantly associated with drug respon...
Goldstein DB, et al. Nature Reviews 2003;4: 937-947 Genetic variants found to be significantly associated with drug respon...
<ul><li>Commonly prescribed </li></ul><ul><li>Narrow therapeutic window </li></ul><ul><li>Great hazard if outside of thera...
Warfarin <ul><li>Commonly prescribed (2 million per year in the US) </li></ul><ul><li>High rate of adverse events </li></u...
Factors that Correlate w/ Warfarin Dose <ul><ul><ul><li>Age </li></ul></ul></ul><ul><ul><ul><li>Body surface area (BSA) or...
Genes important for Warfarin Pharmacogenetics   <ul><li>CYP2C9 </li></ul><ul><ul><li>Metabolizes >90% of active Warfarin  ...
 
CYP2C9  variant alleles <ul><li>CYP2C9*2, CYP2C9*3 – most common variants </li></ul><ul><li>Seen in 20-40% of Caucasians, ...
 
 
The  VKOR  Gene <ul><li>Vitamin K Epoxide Reductase Cloned in 2004 </li></ul><ul><ul><li>Stafford et. al (Nature 427: 541 ...
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 VKO...
 
Warfarin & the FDA <ul><li>Changed package insert for warfarin Aug 2007 </li></ul><ul><li>Label now provides information r...
What is the clinical evidence? <ul><li>FDA working group selected relevant studies </li></ul><ul><li>A number found strong...
Caraco et al.   <ul><li>Controlled trial, prospective (“randomized” by MRN); N=283 enrolled, 191 analyzed </li></ul><ul><l...
Millican et al. <ul><li>Retrospective analysis of 2 prospective cohorts </li></ul><ul><ul><li>to compare 2 approaches to P...
Limdi et al. <ul><li>Large prospective cohort study (N=490) with 2 year follow up </li></ul><ul><li>All patients treated w...
Pharmacogenomics at UNC to Guide Warfarin Therapy <ul><li>Incorporate PGx guidance in warfarin dosing at UNC through imple...
Structure of the UNC Warfarin PGx Study <ul><li>Inclusion criteria: </li></ul><ul><ul><li>Adults (≥ 18) newly starting war...
UNC Warfarin PGx Study <ul><li>PM or Clinical pharmacist notified via:   </li></ul><ul><li>Orders for heparin or warfarin ...
Experimental Group Pharmacist calculates dose using algorithm ASAP without genetic info & re-calculates dose including gen...
Outcomes <ul><li>Time in therapeutic range (TTR) </li></ul><ul><li># of visits required </li></ul><ul><li>Complications </...
When Starting Warfarin… consider  Genotype! <ul><li>Warfarin genotyping panel (pertinent VKOR and CYP polymorphisms) will ...
 
Thank You! <ul><li>Genetics and Medicine: </li></ul><ul><ul><li>Jim Evans </li></ul></ul><ul><ul><li>Betsy Bryant  </li></...
 
EXTRA SLIDES
Prevalence of genetic variations influencing warfarin maintenance dose <ul><li>CYP2C9 </li></ul><ul><ul><li>~4% PM’s (two ...
CYP2C9 Polymorphisms (*2)  Arg    Cys  codon 144 (*3)  Ile    Leu  codon 359 (*4)  Ile    Thr  codon 359 (*5) Asp    G...
Individualized Medicine   Predisposition and Screening <ul><li>The current status of disease screening in medicine </li></...
CYP450 Gene Nomenclature <ul><li>CYP 2 C 19 *1  (normal allele) </li></ul><ul><li>Variant alleles (named in order of disco...
Major CYP450 enzymes involved in drug metabolism  <ul><li>CYP1A2 </li></ul><ul><li>CYP2C9 </li></ul><ul><li>CYP2C19 geneti...
CYP2C9  gene variants Enzyme Activity Normal  Reduced (50-70%) Reduced (5-15%) I359L * R144C * CYP2C9*1 (wild type) CYP2C9...
CYP2C9 Allele frequencies Absent? Rare 0.023 *11  (R335W) Absent? Absent? 0.01 *6  (818delA) Absent? Absent? 0.01 *5 Absen...
VKORC1  gene variants Enzyme Clinical Activity Effect   spontaneous bleeding  (VKCFD2) Warfarin Warfarin resistance bindin...
Percent of warfarin dose variability explained by CYP2C9 and VKORC1 *Total variability explained by genetic, demographic a...
Warfarin dose variance in European Caucasians <ul><li>VKORC1 genotype  </li></ul><ul><li>CYP2C9*2,*3  </li></ul><ul><li>Do...
Warfarin dosing algorithm (based on age, height, CYP2C9 and VKOR) Sconce, et al.  Blood 2005
 
Structure of the UNC Warfarin Service/Study <ul><li>Project manager or pharmacist will be notified of all inpatients or ED...
Provider Education <ul><li>Crucial to success of efforts to incorporate PGx into clinical practice </li></ul><ul><li>If pr...
CYP2C9 7-hydroxywarfarin 6-hydroxywarfarin 8-hydroxywarfarin 10-hydroxywarfarin CYP1A1 CYP1A2 CYP3A4
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10.29.07 Coumadin P Gx Jonas

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  • The Right Dose of Warfarin for Every Patient
  • 10.29.07 Coumadin P Gx Jonas

    1. 1. Pharmacogenomics: Using Genetic Testing to Guide Warfarin Therapy Dan Jonas, MD, MPH Noon Conference October 29, 2007                             
    2. 2. Genetic Polymorphisms A Key to Human Individuality <ul><li>Polymorphisms are subtle differences in our genome </li></ul><ul><li>Polymorphisms are common </li></ul><ul><ul><li>We are 99.9% identical at the DNA level </li></ul></ul><ul><ul><li>But this still leaves ~3,000,000 specific DNA differences between you and others </li></ul></ul><ul><li>Such differences affect our appearance, our behavior, our susceptibility to disease and our response to medications </li></ul>
    3. 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. 4. What is Pharmacogenomics (PGx)? <ul><li>The study of how variations in the human genome affect the response to medications </li></ul><ul><li>Tailoring treatments to unique genetic profiles </li></ul><ul><li>“ personalized” or “individualized” medicine </li></ul><ul><ul><li>Some use terms interchangeably with PGx </li></ul></ul><ul><ul><li>But, PGx is just one aspect of PM </li></ul></ul>
    5. 5. Individualized Medicine <ul><li>Current drug therapy in medicine: </li></ul><ul><ul><li>Efficacy may vary widely </li></ul></ul><ul><ul><ul><li>Resulting in wasted resources and time </li></ul></ul></ul><ul><ul><li>Adverse effects are common and unpredictable </li></ul></ul><ul><ul><ul><li>Complications and deaths </li></ul></ul></ul><ul><li>Genetically guided therapy </li></ul><ul><ul><li>Direct treatment in an individualized manner </li></ul></ul><ul><ul><ul><li>To better target those most likely to benefit and least likely to be harmed </li></ul></ul></ul><ul><ul><li>Determine who to treat at all (e.g. prostate cancer?) </li></ul></ul>
    6. 6. Pharmacogenomics <ul><li>The variable efficacy and unpredictability of adverse effects likely has a significant genetic component </li></ul><ul><li>Secondary to polymorphisms </li></ul><ul><ul><li>Drug target polymorphisms </li></ul></ul><ul><ul><li>Polymorphisms in metabolic / drug excretion pathways </li></ul></ul><ul><ul><ul><li>Cytochrome P450 </li></ul></ul></ul><ul><li>Implications for drug development / discovery </li></ul>
    7. 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. 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. 9. <ul><li>Commonly prescribed </li></ul><ul><li>Narrow therapeutic window </li></ul><ul><li>Great hazard if outside of therapeutic window </li></ul><ul><li>Significant variability in individual response to standard dosages </li></ul><ul><li>No good alternative </li></ul>The Perfect Drug for PGx Intervention Warfarin (Coumadin)
    10. 10. Warfarin <ul><li>Commonly prescribed (2 million per year in the US) </li></ul><ul><li>High rate of adverse events </li></ul><ul><li>Warfarin maintenance doses are characterized by large interindividual variability </li></ul><ul><ul><ul><li>Maintenance doses can range 50-fold (eg, daily dose requirements range from 0.5 to 25 mg) </li></ul></ul></ul><ul><li>Warfarin is THE example of a narrow therapeutic index </li></ul><ul><li>There have been several efforts to define this interindividual variability using genetic and non-genetic factors </li></ul>
    11. 11. Factors that Correlate w/ Warfarin Dose <ul><ul><ul><li>Age </li></ul></ul></ul><ul><ul><ul><li>Body surface area (BSA) or weight </li></ul></ul></ul><ul><ul><ul><li>Amiodarone dose </li></ul></ul></ul><ul><ul><ul><li>Other drugs (e.g. HMG CoA Reductase inhibitors) </li></ul></ul></ul><ul><ul><ul><li>Target INR </li></ul></ul></ul><ul><ul><ul><li>Race </li></ul></ul></ul><ul><ul><ul><li>Sex </li></ul></ul></ul><ul><ul><ul><li>Plasma vitamin K level </li></ul></ul></ul><ul><ul><ul><li>Decompensated CHF or post-operative state </li></ul></ul></ul><ul><ul><ul><li>The patient’s genetic status with regard to polymorphisms </li></ul></ul></ul>
    12. 12. Genes important for Warfarin Pharmacogenetics <ul><li>CYP2C9 </li></ul><ul><ul><li>Metabolizes >90% of active Warfarin </li></ul></ul><ul><ul><li>Variant alleles associated with increased sensitivity to Warfarin (CYP2C9*2, *3) </li></ul></ul><ul><li>Vitamin K epoxide reductase (VKOR) </li></ul><ul><ul><li>Inhibited by Warfarin </li></ul></ul><ul><ul><li>Important for replenishment of vitamin K </li></ul></ul><ul><ul><li>Variant alleles of VKORC1 gene associated with altered response to Warfarin </li></ul></ul>
    13. 14. CYP2C9 variant alleles <ul><li>CYP2C9*2, CYP2C9*3 – most common variants </li></ul><ul><li>Seen in 20-40% of Caucasians, <10% Asians and African Americans </li></ul><ul><li>Associated with reduced CYP2C9 enzyme activity </li></ul><ul><li>Variant alleles associated with </li></ul><ul><ul><li>lower mean doses of Warfarin </li></ul></ul><ul><ul><li>longer times to stabilization of INR </li></ul></ul><ul><ul><li>higher risk for bleeding events </li></ul></ul>
    14. 17. The VKOR Gene <ul><li>Vitamin K Epoxide Reductase Cloned in 2004 </li></ul><ul><ul><li>Stafford et. al (Nature 427: 541 – 544; 2004) </li></ul></ul><ul><ul><li>Johannes Oldenburg, Wurzburg, Germany </li></ul></ul><ul><li>Resides on human chromosome 16p11.2 </li></ul><ul><li>The target protein for warfarin’s action </li></ul>
    15. 18. Effect of VKORC1 Haplotype A or B on Warfarin dosage Rieder et al. New England Journal of Medicine 2005
    16. 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
    17. 21. Warfarin & the FDA <ul><li>Changed package insert for warfarin Aug 2007 </li></ul><ul><li>Label now provides information regarding altered metabolism in CYP2C9 and VKORC1 genetic variants </li></ul><ul><li>Concerns regarding </li></ul><ul><ul><li>Provider knowledge </li></ul></ul><ul><ul><li>Patient demand </li></ul></ul><ul><ul><li>Potential for influencing litigation </li></ul></ul>
    18. 22. What is the clinical evidence? <ul><li>FDA working group selected relevant studies </li></ul><ul><li>A number found strong associations </li></ul><ul><ul><li>cross-sectional studies in many populations </li></ul></ul><ul><ul><li>Lower dose requirements with CYP2C9 </li></ul></ul><ul><li>3 prospective studies </li></ul><ul><ul><li>Caraco 2007; Millican 2007; Limdi 2007 </li></ul></ul>
    19. 23. Caraco et al. <ul><li>Controlled trial, prospective (“randomized” by MRN); N=283 enrolled, 191 analyzed </li></ul><ul><li>Control group: all started on 5mg and adjust dose based on pre-established protocol </li></ul><ul><ul><li>Required daily monitoring of INR for initial 8 days </li></ul></ul><ul><li>Intervention group: CYP2C9 genotype-adjusted protocol </li></ul><ul><ul><li>Altered recommended dose by a set % for each of 6 different genotypes (*1/*1, *1/*2, *1/*3, etc.) </li></ul></ul><ul><li>Results: </li></ul><ul><ul><li>stable anticoagulation 18.1 days earlier </li></ul></ul><ul><ul><li>TTR 80.4% vs 63.4% (P < 0.001) </li></ul></ul>Clin Pharmacol Ther. 2007 Sep 12; [Epub ahead of print]; Hadassah University, Israel
    20. 24. Millican et al. <ul><li>Retrospective analysis of 2 prospective cohorts </li></ul><ul><ul><li>to compare 2 approaches to PGx-guided warfarin initiation </li></ul></ul><ul><ul><li>N=118 (46 and 72) patients scheduled for primary or revision total knee or hip arthroplasty </li></ul></ul><ul><li>1 st cohort: warfarin initiated and refined (target range 2-3) based on clinical factors and CYP2C9 genotype </li></ul><ul><li>2 nd cohort: warfarin initiated (target range 1.7-2.7) based on these factors plus VKORC1 genotype; dose refinements after the 3 rd dose were gene-guided </li></ul><ul><li>4-6 week follow up </li></ul>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
    21. 25. Limdi et al. <ul><li>Large prospective cohort study (N=490) with 2 year follow up </li></ul><ul><li>All patients treated with standardized approach to warfarin dose adjustments </li></ul><ul><li>Results: </li></ul><ul><ul><li>Variant CYP2C9 genotype </li></ul></ul><ul><ul><ul><li>Increased risk for major hemorrhage (HR 3.0; 95% CI 1.1-8.0) a , but not minor hemorrhage </li></ul></ul></ul><ul><ul><li>Variant VKORC1 genotype (1173C/T) </li></ul></ul><ul><ul><ul><li>Did not confer an increase in risk for major or minor </li></ul></ul></ul>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
    22. 26. Pharmacogenomics at UNC to Guide Warfarin Therapy <ul><li>Incorporate PGx guidance in warfarin dosing at UNC through implementation of a randomized trial </li></ul><ul><li>Integrated effort--Genetics, clinical labs, pharmacy, and providers </li></ul><ul><li>PGx has the most to offer in choosing the initial dosing of warfarin </li></ul><ul><ul><li>Subsequent dosage adjustments will still be primarily guided by following INRs </li></ul></ul><ul><li>Thus, we need rapid identification of patients placed on warfarin </li></ul>
    23. 27. Structure of the UNC Warfarin PGx Study <ul><li>Inclusion criteria: </li></ul><ul><ul><li>Adults (≥ 18) newly starting warfarin </li></ul></ul><ul><ul><li>Planned ≥ 3 months of anticoagulation with target INR ≥ 2. </li></ul></ul><ul><ul><li>Following up at UNC (ACC or Family Practice) </li></ul></ul><ul><li>Exclsuion criteria: </li></ul><ul><ul><li>History of treatment with warfarin and know dose requirement </li></ul></ul><ul><ul><li>unable to complete the study materials (questionnaires) with or without assistance (e.g. dementia), including non-English speaking patients </li></ul></ul><ul><ul><li>Pregnancy </li></ul></ul><ul><ul><li>Treating physician opposed to enrolling </li></ul></ul>
    24. 28. UNC Warfarin PGx Study <ul><li>PM or Clinical pharmacist notified via: </li></ul><ul><li>Orders for heparin or warfarin </li></ul><ul><li>Physician </li></ul><ul><li>U/S Doppler tech </li></ul>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
    25. 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…
    26. 30. Outcomes <ul><li>Time in therapeutic range (TTR) </li></ul><ul><li># of visits required </li></ul><ul><li>Complications </li></ul><ul><ul><li>Minor and Major bleeding </li></ul></ul><ul><ul><li>INRs > 4 </li></ul></ul><ul><li>Process measures </li></ul><ul><ul><li>Genotyping turn-around-time </li></ul></ul><ul><ul><li>Provider knowledge and attitudes </li></ul></ul><ul><li>Cost-effectiveness </li></ul>
    27. 31. When Starting Warfarin… consider Genotype! <ul><li>Warfarin genotyping panel (pertinent VKOR and CYP polymorphisms) will be available soon </li></ul><ul><ul><li>In the context of the study </li></ul></ul><ul><ul><li>For clinical use </li></ul></ul>
    28. 33. Thank You! <ul><li>Genetics and Medicine: </li></ul><ul><ul><li>Jim Evans </li></ul></ul><ul><ul><li>Betsy Bryant </li></ul></ul><ul><ul><li>Brent Ferrell </li></ul></ul><ul><ul><li>Leslie Lange </li></ul></ul><ul><ul><li>Kristy Lee </li></ul></ul><ul><ul><li>Kandamurugu Manickam </li></ul></ul><ul><ul><li>Stephan Moll </li></ul></ul><ul><ul><li>Cécile Skrzynia </li></ul></ul><ul><ul><li>Marcia Van Riper </li></ul></ul><ul><ul><li>Maimoona Zariwala </li></ul></ul><ul><li>Pharmacy and Institute for Pharmacogenomics and Individualized Therapy </li></ul><ul><ul><li>Howard McLeod </li></ul></ul><ul><ul><li>Stephen Eckel </li></ul></ul><ul><ul><li>John Valgus </li></ul></ul><ul><li>Laboratory Medicine </li></ul><ul><ul><li>Karen Weck </li></ul></ul><ul><ul><li>Jessica Booker </li></ul></ul><ul><ul><li>Mike Langley </li></ul></ul><ul><li>Family Practice </li></ul><ul><ul><li>Sarah Ford </li></ul></ul>DEPARTMENT OF GENETICS
    29. 35. EXTRA SLIDES
    30. 36. Prevalence of genetic variations influencing warfarin maintenance dose <ul><li>CYP2C9 </li></ul><ul><ul><li>~4% PM’s (two inactive alleles eg. *3/*3) </li></ul></ul><ul><ul><li>~35% IM’s (one inactive allele eg. *1/*3) </li></ul></ul><ul><ul><li>~60% EM’s (two active alleles eg *1/*1) </li></ul></ul><ul><li>VKORC1 </li></ul><ul><ul><li>~37% GG, highest maintenance doses </li></ul></ul><ul><ul><li>~47% AG, intermediate maintenance doses </li></ul></ul><ul><ul><li>~16% AA, lowest maintenance doses </li></ul></ul>
    31. 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
    32. 38. Individualized Medicine Predisposition and Screening <ul><li>The current status of disease screening in medicine </li></ul><ul><ul><li>In spite of aggregate benefit… </li></ul></ul><ul><ul><ul><li>Relatively little benefit to a given individual </li></ul></ul></ul><ul><ul><ul><li>Actual harm to some </li></ul></ul></ul><ul><ul><ul><li>Tremendous waste of resources </li></ul></ul></ul><ul><li>Genetically guided screening holds the promise of: </li></ul><ul><ul><li>Preventing disease in those susceptible </li></ul></ul><ul><ul><li>Early detection </li></ul></ul><ul><ul><li>Rational use of society’s limited resources </li></ul></ul>
    33. 39. CYP450 Gene Nomenclature <ul><li>CYP 2 C 19 *1 (normal allele) </li></ul><ul><li>Variant alleles (named in order of discovery): </li></ul><ul><li>CYP 2 C 19 *2 </li></ul><ul><li>CYP 2 C 19 *3 </li></ul><ul><li>CYP 2 C 19 *4 </li></ul>Family Subfamily Gene Allele Variant
    34. 40. Major CYP450 enzymes involved in drug metabolism <ul><li>CYP1A2 </li></ul><ul><li>CYP2C9 </li></ul><ul><li>CYP2C19 genetically variable </li></ul><ul><li>CYP2D6 </li></ul><ul><li>CYP2E1 </li></ul><ul><li>CYP3A4 </li></ul><ul><li>CYP3A5 </li></ul>
    35. 41. CYP2C9 gene variants Enzyme Activity Normal Reduced (50-70%) Reduced (5-15%) I359L * R144C * CYP2C9*1 (wild type) CYP2C9*2 CYP2C9*3
    36. 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
    37. 43. VKORC1 gene variants Enzyme Clinical Activity Effect spontaneous bleeding (VKCFD2) Warfarin Warfarin resistance binding? OR OR Warfarin dose R98W *  SNPs
    38. 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
    39. 45. Warfarin dose variance in European Caucasians <ul><li>VKORC1 genotype </li></ul><ul><li>CYP2C9*2,*3 </li></ul><ul><li>Dosing algorithms (VKORC1+ CYP2C9 + age + body mass +other meds) </li></ul><ul><li>Other factors??? </li></ul><ul><li>21-25% of dose variance </li></ul><ul><li>6-10% of dose variance </li></ul><ul><li>50-60% </li></ul><ul><li>40-50% </li></ul>
    40. 46. Warfarin dosing algorithm (based on age, height, CYP2C9 and VKOR) Sconce, et al. Blood 2005
    41. 48. Structure of the UNC Warfarin Service/Study <ul><li>Project manager or pharmacist will be notified of all inpatients or ED patients who are prescribed warfarin or heparin </li></ul><ul><li>Consult provider and approach patient for consent </li></ul><ul><li>Patients randomized to one of two arms: </li></ul><ul><ul><li>Dosing based on algorithm which takes genotype into account </li></ul></ul><ul><ul><li>Dosing based on same algorithm, but without genetic data </li></ul></ul><ul><li>Blood drawn for genotyping </li></ul><ul><li>Laboratory genotypes for VKOR and CYP polymorphisms </li></ul><ul><ul><li>TAT of <24 hours </li></ul></ul><ul><li>Pharmacist calculates recommended dose using algorithm </li></ul><ul><li>Relays information to clinicians and orders newly adjusted dose </li></ul>
    42. 49. Provider Education <ul><li>Crucial to success of efforts to incorporate PGx into clinical practice </li></ul><ul><li>If providers consider genotyping before giving the first dose more beneficial impact on proper optimal dosing will result </li></ul><ul><li>Educate providers about utility of genotyping to stimulate orders at the time which warfarin is first considered </li></ul><ul><ul><li>Attendings </li></ul></ul><ul><ul><li>House staff </li></ul></ul><ul><ul><li>Nursing </li></ul></ul><ul><ul><li>Pharmacy personnel </li></ul></ul><ul><li>We will also take this opportunity to survey attitudes and knowledge about PGx before,during and after the study </li></ul><ul><ul><li>Of providers </li></ul></ul><ul><ul><li>Of patients </li></ul></ul>
    43. 50. CYP2C9 7-hydroxywarfarin 6-hydroxywarfarin 8-hydroxywarfarin 10-hydroxywarfarin CYP1A1 CYP1A2 CYP3A4
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