Clinical Pharmacogenomics and Current Medical Paradigm Kenneth D

Slides:



Advertisements
Similar presentations
ACCF/AHA Clopidogrel Clinical Alert: Approaches to the FDA “Boxed Warning” A Report of the American College of Cardiology Foundation Task Force on Clinical.
Advertisements

CZ5225 Methods in Computational Biology Lecture 9: Pharmacogenetics and individual variation of drug response CZ5225 Methods in Computational Biology.
Special Topic II Genomics and Personalized Medicine
FDA Pharmacogenetic Labels A Clinical Perspective David A Flockhart MD, PhD Indiana University School of Medicine Clinical Pharmacology Subcommittee of.
1 How New Insights into Pharmacogenomics Lead to Revisions of Product Labels Shiew-Mei Huang, Ph.D. Deputy Director for Science Office of Clinical Pharmacology.
Pharmacogenetics and the Management of Breast Cancer: Optimization of Tamoxifen Therapy Mark E. Sobel, M.D., Ph.D. Executive Officer American Society for.
Presentation Title February 23, 2011 Establishing Clinical-grade Assays for Support of Drug Trials May 3, 2012 Patrick Hurban Expression Analysis.
Hepatic generation of active metabolite Pharmacogenetics of Cardiovascular Antithrombotic Therapy CYP = cytochrome P450. GP = glycoprotein. MDR = multidrug.
Mark W Linder, Ph.D., DABCC, FACB Medical Director, EVP Operations Kristen K. Reynolds Ph.D. Associate Medical Director, VP Laboratory Operations Mark.
Dr. Almut Nebel Dept. of Human Genetics University of the Witwatersrand Johannesburg South Africa Significance of SNPs for human disease.
Clinical Genotyping and Personalized Medicine Michael D. Kane, PhD (1) Associate Professor of Bioinformatics (2) University Faculty Scholar (3) Chair of.
Individualized Medicine Pharmacogentics
1 PGRx: An Interactive Software System for Integrating Clinical Genotyping with Prescription Drug Safety Assurance. Michael D. Kane, Ph.D. Assistant Professor.
Introduction to Molecular Epidemiology Jan Dorman, PhD University of Pittsburgh School of Nursing
University of Utah Department of Human Genetics Pharmacogenomics Louisa A. Stark, Ph.D. Director.
Pharmacogenomics: advancing personalized medicine.
Association of polymorphisms in the cytochrome P450 CYP2C9 with warfarin dose requirement and risk of bleeding complications Mark Bleackley MEDG 505 March.
Sales Trainer for PGXL Laboratories
Introduction to Precision Medicine
Outcome According to CYP2D6 Genotype Among Postmenopausal Women with Endocrine-Responsive Early Invasive Breast Cancer Randomized in the BIG 1-98 Trial.
The University of Mississippi Medical Center
IF:Pain © PGXL Laboratories. Pain Management - Opioids Problem and Implications 2% to 40% of adults suffer from chronic pain 1 90% of patients.
Introduction to Pharmacotherapy Ghada A Bawazeer. MSc, PharmD. BCPS King Saud University-College of Pharmacy Sept
Pharmacogenomics Eric Jorgenson.
IF:Cardiovascular © PGXL Laboratories.
Pharmacogenetics & Pharmacogenomics Personalized Medicine.
Personalized Medicine Dr. M. Jawad Hassan. Personalized Medicine Human Genome and SNPs What is personalized medicine? Pharmacogenetics Case study – warfarin.
Pharmacogenetics.
Integrating Pharmacogenomic Questions Into GCIG Ovarian Cancer Clinical Trials Lori Minasian, MD Chief, Community Oncology and Prevention Trials Research.
Challenges to drug design Did you know? Over 2 million people are hospitalized each year for adverse reactions to prescription drugs. Over 2 million.
How Genetic Variants Impact the Safety and Effectiveness of Drugs Pharmacogenetics © PGXL Laboratories.
Applying New Science to Drug Safety Janet Woodcock, M.D. Acting Deputy Commissioner for Operations April 15, 2005.
Indiana Institute of Personalized Medicine Indiana University School of Medicine Division of Clinical Pharmacology.
P HARMACOGENOMICS : P ERSONALIZING D RUG T HERAPY AT I NDIANA U NIVERSITY H EALTH Brian Decker MD, PharmD, MS Janet S. Carpenter, PhD, RN, FAAN Jennifer.
Pharmacogenetics (PGx) of Irinotecan: Scientific and Clinical Impact of UGT Polymorphism: Background Clinical Pharmacology Subcommittee of ACPS November.
Monday, March 21, NPPG 2015 Is there life after Codeine? Dr Helen Sammons Associate Professor of Child Health University of Nottingham Derbyshire.
WHAT IS THE IMPACT OF THE HUMAN GENOME PROJECT FOR DRUG DEVELOPMENT? Arman & Fin.
Pharmacogenomics: Improving the Dynamic of Care in Medication Management 1.
A Cost-Effectiveness Analysis of Maternal Genotyping to Guide Treatment in Postnatal Patients.
Drug efficacy is questioned.. Variation in drug responses.
Pharmacogenetics/Pharmacogenomics. Outline Introduction  Differential drug efficacy  People react differently to drugs Why does drug response vary?
CPIC Term Standardization for Clinical Pharmacogenetic Test Results: Alleles and Phenotypes Brief Overview of Project and Results October 2015.
Brian Decker MD, PharmD, MS November 1st, 2016
Personalized Medicine
Pharmacogenomics: Genetic Factors Influencing Drug Response
PGx Logical Overview.
Pharmacogenomics: towards personalized medicine
Eucrisa™ - Crisaborole
Pharmacogenetics and New Drug Discovery
Pharmacology Tutoring – Factors Affecting Drug Action
Pharmacogenomics Rita Leone, RN, MSN, CMSRN.
TOWARDS ELECTRONIC PHARMACOGENOMIC ASSISTANCE AND TRANSLATION SERVICES
CYP2C19 Genotyping to Individualize Anti-platelet Therapy: Which one should we perform? How to interpret data? Is it ready for clinical practice? Alan.
Introduction to Pharmacology
CPIC Update.
Mahla sattarzadeh Kerman University of Medical Sciences
Beatriz Pérez González 2017/18 Genomics
Conceptual Subdivisions of Pharmacology
PERSONALISING DRUG PRESCRIPTION BASED ON OUR GENETICS?
Conceptual Subdivisions of Pharmacology
Brian D. Juran, Laurence J. Egan, Konstantinos N. Lazaridis 
Pharmacogenomics Genes and Drugs.
GHS Outpatient Enoxaparin Program
Personalised Medicine ‘into the future’
Pharmacogenetics and Pharmacoepidemiology “PHCY 480”
Clinical Pharmacokinetics
Introduction to Pharmacogenetics
Copyright Notice This presentation is copyrighted by the Psychopharmacology Institute. Subscribers can download it and use it for professional use. The.
Community Pharmacy & Pharmacogenomics: What’s in the DNA Kit
Presentation transcript:

Clinical Pharmacogenomics and Current Medical Paradigm Kenneth D Clinical Pharmacogenomics and Current Medical Paradigm Kenneth D. Levy PhD, MBA Adjunct Associate Professor of Medicine Division of Clinical Pharmacology Indiana University School of Medicine

Clinical Pharmacogenomics D I S E A S E Patient Outcome?

Clinical Pharmacogenomics Patient outcome… Mitigate or cure disease No effect Adverse drug event, difficult to predict Sometimes serious

Clinical Pharmacogenomics Pharmacogenomic Medical Paradigm… Patient Outcome -Mitigate or cure -No serious adverse drug events “Personalized Medicine”

Clinical Pharmacogenomics Identify Phenotypes Genetic Test Administer drug TAGCTGCTGC TAACTGCTGC Select alternative drug Mitigate/Cure Adverse drug event

Clinical Pharmacogenomics 99.5% of the genome between any two individuals is identical Mutations that occur in genomic DNA give rise to genetic variation When a mutation occurs in at least 1% of individuals in a population it is termed a “polymorphism” Most common polymorphism is the single nucleotide polymorphism or “SNP” Occurs when there is a difference in a single nucleotide Approximately 90% of all genetic variation is thought to derive from SNPs 2/3rd of SNPs involve replacement of cytosine for thymine ~10 million SNPs in the human genome, so far… Much of the research has focused on the characterization of the SNPs in human genes regulating drug disposition Drug metabolizing enzymes Intracellular transport of drugs

Clinical Pharmacogenomics Primarily focuses on Drug Metabolism Two basic metabolic reactions Phase 1 metabolism: Cytochrome P450 (CYP450) system (eg. CYP3A, 2D6, 2C9, 2C19) Mixed-function oxidases produce more polar compounds Phase 2 metabolism: N-acetyltransferase, UDP-glucoruoronysltransferase (UGT), glutathione S-transferase Conjugation reactions increase the molecular weight, increases bulkiness of compounds

Clinical Pharmacogenomics And drug transporters Nature Reviews Drug Discovery 9, 215-236 (March 2010) | doi:10.1038/nrd3028 Clinical Pharmacogenomics And drug transporters Drug transporters are found in liver, kidney, intestines, brain and pancreas Two major classes Uptake Facilitate translocation of drugs into cells OAT (organic anion transporter) eg. SLCO1B1 OCT (organic cation transporter) Efflux Excrete drugs from within cells to extracellular space P-gp (p-glycoprotein), MRP2, MRP3

Clinical Pharmacogenomics Drug metabolism and transport SNPs can change the protein of a CYP450 enzyme or transporter Leads to altered drug metabolism and/or transport Effects on drug disposition leading to unpredictable pharmacodynamics Drug response? Adverse drug event?

Clinical Pharmacogenomics Nomenclature of SNPs Phase 1 enzymes: CYP2C9*2A Alleles are alternate versions of a gene *1 allele designation (CYP2C9*1) most commonly refers to the “wild type” or “normal” enzyme *2 or greater denote polymorphic alleles and are typically numbered in order of discovery-validation Homozygous designation: CYP2C9*1/*1 (two copies of wild-type allele) Heterozygous designation: CYP2C9*1/*2 (one copy of wild-type and one copy of reduced function allele) Individual Member Allele Superfamily Suballele Family Subfamily

Clinical Pharmacogenomics Nomenclature of SNPs Phase 2 enzymes and transporters Utilizes similar nomenclature UGT1A1*1/*1 (homozygous for wild-type) SLCO1B1*1/*5 (heterozygous, contains one functional and one reduced function allele, “C” allele) Still other nomenclatures… Named by haplotype VKORC1, “haplotype A”, (G1639A) GG, homozygous, (wild-type), normal levels of VKORC1 GA, heterozygous, lower level of VKORC1 AA, homozygous, lowest levels of VKORC1 Named by allele SLCO1B1*5 “C” high myopathy risk allele, “T” other, low myopathy risk alleles TT, homozygous, (low myopathy risk) CT, heterozygous, (moderate myopathy risk) CC, homozygous, (high myopathy risk) Human Leukocyte Antigen (HLA) HLA-B*5701

Clinical Pharmacogenomics A 2011 list of the top 200 prescribed medications by total prescriptions included 17 with pharmacogenomic information in their FDA package inserts Includes the 5th and 7th most commonly prescribed medications In 2011, 362 million prescriptions were filled for these 17 medications Numbers are only expected to increase as pharmacogenomics and personalized medicine grows

Interesting, but how do you know which genetic tests have been clinically validated? And how to utilize this genetic information for the patients in your clinic?

Clinical Application of Pharmacogenomics Clinical Pharmacogenomics Implementation Consortium (CPIC) Purpose of CPIC is to “translate genetic information into clinical actions and to make recommendations for actionable pharmacogenetic variants” Group of clinical pharmacologists, clinicians and scientists that review all current literature and develop recommendations and algorithms to guide drug dosing based on pharmacogenotypes CPIC prioritizes gene-drug pairs based on community input, sponsored surveys of CPIC members, American Society of Clinical Pharmacology and Therapeutics (ASCPT) and the public CPIC is a frequent contributor to the FDA and endorsed by the AMA, ASHP CPIC has evaluated 14 drugs so far with more to follow Abacavir, allopurinol, azathioprine, capecitabine, carbamazepine, clopidogrel, codeine, irinotecan, mercaptopurine, phenytoin, simvastatin, TCAs, thioguanine, warfarin

Case Study RF is a 58 year-old female with a PMH of CAD, HTN and hypercholesterolemia who presents to her cardiologist with SOB, and a sensation of a “racing heart”. EKG confirms atrial fibrillation. Included in RF’s treatment plan is oral anticoagulation initiation with warfarin. RF agrees to genetic screening for potential variants that could affect her warfarin therapy Results reveal that she has the heterozygous CYP2C9*2/*3 and the GA VKORC1 genotype

Clinical Pharmacogenomics CPIC guideline for warfarin: Recommended daily warfarin doses (mg/day) to achieve a therapeutic INR based onCYP2C9 and VKORC1 genotype using the warfarin product insert approved by the US Food and Drug Administration VKORC1 (1639G>A) CYP2C9*1/*1 (mg) CYP2C9*1/*2 CYP2C9*1/*3 CYP2C9*2/*2 CYP2C9*2/*3 CYP2C9*3/*3 GG 5-7 3-4 0.5-2 GA AA Reproduced from updated warfarin (Coumadin) product label. Clin Pharmacol Ther, 2011, 90: 625-29.

Progress in Clinical Pharmacogenomics

Clinical Tools to Target Drug Therapy for Individual Patients History Clinical Effect Age Gender Self Described Ethnicity Renal Function Hepatic Function 18

Medication History: AVOID Mistakes Allergies?: Is there any medicine that we should not give you for any reason? Vitamins and Herbs? Old drugs? …..as well as current Interactions? Dependence? Mendel: Family Hx of benefits or problems with any drugs? 19

Hierarchy of Pharmacogenomic Information 20

Which Tests Matter and How to Know? 21

Value Increases When Current Predictive Ability is Low Cancer Chemotherapy Antidepressants/5HTR Clinical Value of a Pharmacogenetic Test Azathioprine/TPMT β-blockade/β Receptor Current Clinical Ability to Predict Response Meyer UA and Flockhart DA, 2005 22

…as Measured by the Reimbursement Community Validity …as Measured by the Reimbursement Community Analytical Clinical Validity Clinical Utility Economic Utility 23

Reproducible Day to Day and between Laboratories Analytical Validity Reproducible Day to Day and between Laboratories 24

Clinical Validity The extent to which a test accurately predicts the risk of an outcome, or its ability to separate patients with different outcomes into separate risk classes. e.g. CYP2D6 and endoxifen concentration in tamoxifen patients 25

Clinical Pharmacogenomics Tamoxifen Pro-drug metabolized by CYP2D6 to active endoxifen CYP2D6*1, CYP2D6*2 (normal or “extensive” metabolizers) Poor metabolizers (PM) CYP2D6*3, *4, *5, *6 Intermediate metabolizers (heterozygotes) One normal and one PM allele (CYP2D6*1/*3) Ultra-rapid metabolizers 3 or more copies of normal alleles due to duplication CYP2D6*1/*2/*2 Note: PMs are found in 7-14% of Caucasians, 14.5% of African- Americans 26

Clinical Utility Reliable evidence that the genetic variant is consistently associated with a clinical outcome that alters or practice or is associated with improved patient outcomes. Examples: Human Leukocyte Antigen (HLA) and Abacavir CYP2D6 and Codeine 27

Tools for Rational Prescribing Pharmacogenetics History Age Ethnicity Renal Function Hepatic Function 28

A Future for Precision Prescribing Robust, evidence - based and reimbursable tests that save costs Tests that combine clinical with genomic scoring algorithms Health Care Professionals trained in using them to improve outcomes, decrease adverse events and reduce the cost of care 29

Another Case-Study A Simple Procedure Becomes More Complex 2 y.o. previously healthy boy with a history of snoring and sleep study confirmed obstructive sleep apnea undergoes elective adenotonsillectomy. The outpatient surgery was uncomplicated and six hours after surgery he received 10 mg of meperidine and 12.5 mg of dimenhydrinate IM. He was discharged with instructions to take 12 mg codeine with acetaminophen syrup (5 mL) every 4-6 hours as needed for pain. 30

Case-Study Continued: Child is presented to the ER on post-operative day 2 for evaluation of mental status changes. Parents report that he has been extremely sleepy and has not been eating and drinking very well. 31

Case-Study Continued: ER Findings He was afebrile, HR 80, BP 88/45, RR 20, O2 sat’n 94% PE: sleepy but arousable, remarkable for pinpoint pupils Labs: Hb 11.7 34.1 Hct 220 Plt WBC 9.2 Ca2+ 8.5 mg/dL Mg2+ 2.1 mg/dL Phos 3.9 mg/dL NH3 40 mg/dL Na 136 4.2 K 21 CO2 Cl 104 0.3 CR BUN 10 88 Glu Plasma morphine concentration  (25 ng/mL) 32

What additional tests would you order? No additional testing, lower Codeine dosing Drug screen Pharmacogenomic test for CYP2C9 Pharmacogenomic test for CYP2D6 33

The Pharmacogenomic test reports that the child has a genetic variant in CYP2D6 (diplotype *1,*2XN) Question: How would you classify this patient in terms of Codeine metabolism? He is a CYP2D6 ultra-rapid Metabolizer He is a CYP2D6 Extensive Metabolizer He is a CYP2D6 Intermediate Metabolizer He is a CYP2D6 Poor Metabolizer Avoid codeine* * CPIC Dosing Guideline for codeine and CYP2D6 34

Genetic Variation Critical to Codeine Disposition Child has CYP2D6 gene duplication Rapid conversion of codeine to morphine Accumulation of morphine in the CNS of this child resulting in altered mental status Multiple reports of respiratory depression and death 35

February 2013: FDA puts black box warning on codeine use after Tonsillectomy and Adenoidectomy or Breast Feeding FDA Drug Safety Communication: Safety review update of codeine use in children; new Boxed Warning and Contraindication on use after tonsillectomy and/or adenoidectomy http://www.fda.gov/Drugs/DrugSafety/ucm339112.htm 36

Excessive Side-Effects URM =Ultra-Rapid Metabolizers Codeine is NOT a bad drug - we just need to make informed dosing decisions on its use Start with standard codeine dose. May need to titrate up. Codeine and CYP2D6 Metabolism Use standard dose of codeine. Avoid Codeine. Use an alternative medication IM EM Avoid Codeine. Use an alternative medication Optimal Analgesia PM URM Excessive Side-Effects URM =Ultra-Rapid Metabolizers Inadequate Analgesia PM = Poor Metabolizers 37

Key Medical Value Activities Establishing the medical evidence Define Establish Create Evidence based Medicine Medical intended use Spreading the message

National Practice Guidelines Define Standard of Care Effectiveness of Pharmacogenomics must be supported by Evidence Based Medicine. Guidelines define requirements and make recommendation for their usefulness in clinical practice Publication of Trial Results Efficacy & Safety Improved HE National Practice Guidelines Do we see effect of procedure? How certain are that effect is real? Quality Measures What are criteria? Performance measurement and reporting Standard Time for Adoption 10 Years 39

Adoption of New Markers into Standard of Care Studies providing evidence for improved patient outcomes drive publications and fuel educational programs Adoption Late Adopters Standard of Care Followers Publications Education Studies (EBM) Early Adopters Standard Timeframe 10 Years Thought Leaders Time 40 7/2013

Clinical Pharmacogenomics Conclusions Pharmacogenomic medicine is a powerful tool to inform drug selection and clinical decision-making Has demonstrated potential to improve efficacy and safety of medications As more clinical data emerges and genotyping costs fall, there will be increasing utilization and presence in clinical medicine Changes in standards of care take time

Acknowledgements David Flockhart, M.D., Ph.D. Brian Decker, M.D., Pharm.D. Supported in part through the INGENIOUS trial (NCT02297126) sponsored by an NIH/NHGRI U01-grant (HG007762)