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    1.5: Pharmacokinetics, Pharmacodynamics,and Pharmacogenetics 1.1.1

    Introduction

    The ultimate eect a medication has on the body is the complex

    summation o how it enters, aects, and leaves the body, and

    these can all vary substantially rom one person to another de-

    pending on a wide variety o actors. This body-drug interaction

    can be broken down or better understanding into pharmacoki-

    netics (drug processing) and pharmacodynamics (drug eects),

    as illustrated in Figure 1, and each o these broad areas can in

    turn be aected by an individuals genetic makeup leading to

    pharmacogenetics (Figure 2). In this module, the authors at-

    tempt to breakdown and simpliy each ocus or better under-

    standing and then reunite them as is best or practical applica-

    tion, using a case example.

    Pharmacokinetics

    The term pharmacokinetics reers to the action the body

    takes on a medication. When a medication is ingested or admin-

    istered, the medication is absorbed, distributed, metabolized,

    and eliminated. Key pharmacokinetic parameters exist or all

    our o these actions. Knowledge o general pharmacokinetic

    principles can be helpul in understanding the likelihood o

    adverse eects o a medication, avoiding drug interactions, pre-

    dicting likely onset or duration o action, or understanding the

    inuence o organ dysunction on the use o a medication.

    AbsorptionA medication can be absorbed rom the gastrointestinal (GI) tract,

    through the oral mucosa (e.g., sublingual nitroglycerin), through

    the skin (e.g., transdermal clonidine), or subcutaneously (e.g.,

    enoxaparin). Absorption is not relevant in the setting o intrave-

    nous (IV) administration because the drug is administered directly

    into the bloodstream. Medications that are available as immedi-

    ate-release dosage orms begin to be absorbed upon ingestion.

    Some medications are available in ormulations that allow

    or slower release o the medication (i.e., extended-release,

    Chapter 1: General Principles

    1.5: Pharmacokinetics, Pharmacodynamics,and PharmacogeneticsDavid E. Lanfear, MD, MS, FACC

    Research Grants: Medtronic, Cardioxyl, Amgen, Sanof-Aventis, Johnson & Johnson; Consulting Fees/Honoraria:

    Otsuka, Thoratec.

    James Kalus, PharmD

    This author has nothing to disclose.

    Learner Objectives

    Upon completion o this module, the reader will be able to:

    1. Demonstrate understanding and knowledge o pharmacokinetic drug interactions or common cardiovascular drugs.

    2. Describe how principles o pharmacokinetics and pharmacodynamics can inuence rational drug prescribing.

    3. Defne pharmacokinetics and pharmacodynamics as characteristics o medical therapeutics.

    4. State principles o pharmacogenetics in cardiovascular drug therapy and cite relevant examples.

    sustained-release, delayed-release). Ater ingestion, these drugs

    are slowly made available or absorption, which allows or less

    requent dosing. For example, niedipine is available both as anextended-release and as an immediate-release ormulation, with

    sharp clinical dierences between them. The extended-release

    ormulation can be given once daily, whereas the immediate-

    release ormulation must be administered three times daily and

    can cause rapid hemodynamic changes, which may contribute

    to adverse cardiac events.

    Absorption o a drug may also be aected by a variety o actors

    including the presence or absence o ood, co-administration

    with other medications (e.g., antacids) that may bind with the

    Figure 1Schematic of a Drug Pathway Depicting Transport,Targeting, and Metabolism

    Schematic of a Drug Pathway Depicting Transport,Targeting, and Metabolism

    Cell MembraneDrug Absorption

    Transport

    Inactivation

    (Activation)

    Metabolite

    DownstreamSignalling

    Cellular Target

    X

    X

    Y

    X-1

    Pharmacologic Effects

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    1.1.2 Chapter 1: General Principles

    medication, or GI tract abnormalities. When a transdermal

    patch is used, absorption can be altered i the patch has been

    cut, or by changes in cutaneous blood ow (e.g., a high dose o

    vasopressors causing reduced cutaneous perusion).1

    The amount o drug available ater absorption by a non-IV

    route, divided by the amount o drug available ater IV admin-

    istration is reerred to as bioavailability. All medications have

    an inherent bioavailability related to efciency o absorption and

    other actors. For example, the bioavailability o oral amioda-

    rone is approximately 50% because one-hal as much drug is

    available ater oral administration, as compared to IV adminis-

    tration.

    P-glycoprotein (P-gp) also oten plays a role in determining bio-

    availability. P-gp is an adenosine triphosphate (ATP)-dependent

    drug transporter that can eux certain drugs back into the GI

    tract or kidney ater absorption, thereby decreasing absorption.

    Co-administration o a medication with an inhibitor o P-gp

    may thus increase bioavailability o the medication. Since P-gp

    aects or is eected by many medications, it is important to

    note which drugs are P-gp inhibitors and substrates in order to

    anticipate these interactions. For example, a clinically relevant

    P-gp interaction occurs when digoxin and amiodarone are co-

    administered. P-gp eux o digoxin into the GI tract is inhibited

    by amiodarone, leading to a doubling o the digoxin concentra-tion. Thereore, digoxin dose should be decreased by one-hal

    when initiating amiodarone.

    Other important inhibitors o P-gp are quinidine, verapamil,

    cyclosporine, tacrolimus, and many o the protease inhibitors.2

    It should also be noted that P-gp induction can also occur,

    although less commonly. One example o a drug interaction

    that occurs due to P-gp induction is the clinically signifcant

    interaction between riampin (a P-gp inducer) and the new oral

    anticoagulant, dabigatran, whose bioavailability may be com-

    promised by this.

    Another actor that may impact bioavailability is whether or not

    the drug undergoes frst-pass metabolism by the liver. First-pass

    metabolism reers to rapid metabolism that occurs ater absorp-

    tion, but beore the drug has reached the systemic circulation

    where it will have its eects. A drug that undergoes extensive

    frst-pass metabolism will have relatively lower oral bioavailability

    than otherwise expected.

    DistributionAll medications have an apparent volume o distribution (Vd), a

    calculated value that relates dose o drug (e.g., millograms) to

    the concentration achieved in the blood (e.g., millograms per

    deciliter). Typically, Vd is expressed as a volume (liter) or volume/

    body weight (liter per kilogram). For medications where specifc

    drug levels are targeted, knowledge o the typical volume o

    distribution o a drug can be useul in estimating the concentra-

    tion that will be achieved with a given dose o the drug.

    Vd can also assist the clinician in understanding the extent o

    distribution. For example, amiodarone has one o the largest

    volumes o distribution o any cardiovascular agent (approxi-

    mately 50 L/kg). This is notable because amiodarone is well

    known to cause extracardiac adverse eects and appears to

    distribute to a variety o tissues. A newer agent, dronedarone,

    has pharmacologic properties similar to those o amiodarone,

    yet has ewer extracardiac toxicities and a much smaller volume

    o distribution (approximately 15 L/kg).

    In an individual patient, Vd can dier rom population estimates

    due to numerous actors including age, body habitus, disease

    states, nutritional status, pregnancy, and critical illness. For

    example, selection o the appropriate bolus dose o lidocaine

    is based on Vd and can be aected by these actors. Typical

    loading doses are 1-1.5 mg/kg. The 1 mg/kg dose is oten used

    in the elderly or in patients with heart ailure because these pa-

    tients have a lower volume o distribution than younger patients

    or those with normal ventricular unction. Thereore, a lower

    dose will be required to achieve an appropriate lidocaine level.

    Protein binding may also inuence Vd, because an increase

    or decrease in binding o drug to blood proteins can lead to a

    corresponding alteration in calculated Vd. For example, digoxin

    loading doses should generally be reduced in patients with

    severe renal dysunction (creatinine clearance

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    1.5: Pharmacokinetics, Pharmacodynamics,and Pharmacogenetics 1.1.3

    The most common CYP enzyme involved with drug interactions

    is CYP 3A4. Numerous cardiac medications are either inhibitors

    or substrates o CYP 3A4, including amiodarone, simvastatin,

    and several calcium channel blockers. When co-administered,

    these medications can reduce the inactivation o the other and,

    thus, increase medication exposure, resulting in toxicities.

    Table 1 summarizes important CYP 450 enzyme system sub-

    strates and inhibitors. As mentioned previously, CYP enzymesalso play an important role in activating certain medications,

    reerred to as prodrugs. For example, CYP 2C19 is a key enzyme

    in the conversion o clopidogrel (which is an inactive prodrug in

    its native state) into its active metabolite, which actually causes

    platelet inhibition.

    Recently, much attention has been given to a potential drug

    interaction between omeprazole and clopidogrel. The mechanism

    o this drug interaction is inhibition o CYP 2C19 by omeprazole,

    which results in reduced conversion o clopidogrel to its active

    metabolite, thus reducing clopidogrel eectiveness; however, the

    clinical signifcance o this interaction continues to be debated.5

    Medications can also be CYP 450 enzyme inducers. Important

    CYP enzyme inducers are riampin (2C9, 3A4), carbamazepine

    (3A4), tobacco (1A2), phenytoin (3A4), and phenobarbital

    (3A4). When a CYP 450 enzyme substrate is administered with

    an inducer o the same enzyme system, there is potential or in-

    creased metabolism o the target drug and, thereore, potential

    reduction in drug concentrations.

    EliminationElimination reers to how the medication actually exits the body.

    A ew important pharmacokinetic parameters are relevant to

    drug elimination. The frst is hal-lie, which is the amount o

    time required or the concentration o drug to be reduced by

    one-hal. When discontinuing a medication, it generally takes 4

    to 5 hal-lives or the drug to be completely removed rom the

    body. Conversely, when initiating a drug, 4 to 5 hal-lives will

    also be required to achieve steady state concentrations.

    Table 1Selected Substrates and Inhibitors of the CYP 450 System

    *Produces active orm o agent rom prodrug.

    CYP = cytochrome; HMG-CoA = hydroxy-methyl-glutaryl coenzyme A.

    Reproduced with permission rom R, DR G, ML R, PH V. Digoxin. In: Evans WE, Schentag JJ, Jusko WJ, eds. Applied Pharmacokinetics: Principles o

    Therapeutic Drug Monitoring. Vancouver, WA: Applied Therapeutics, Inc.; 1992.

    Selected Substrates and Inhibitors of the CYP 450 System

    Group/Class Medication (s) Cytochrome P450 System

    HMG-CoA reductase inhibitors Atorvastatin, lovastatin, simvastatin 3A4

    Fluvastatin 2C9

    Beta-blockers Metoprolol 2D6

    Calcium channel blockers All except amlodipine 3A4

    Angiotensin-receptor blockers Losartan 2C9

    Antithrombotics Warfarin 2C9

    Clopidogrel* 2C19

    Antiarrhythmics Amiodarone 2C9, 3A4

    Mexilitine 1A2

    Propafenone 2D6

    Immunesuppressives Cyclosporine,tacrolimus 3A4

    Calcium channel blockers Diltiazem 3A4

    Verapamil 3A4

    Gembrozil 2C8

    Proton pump inhibitors Omeprazole, lansoprazole 2C19

    Antibiotics Clarithromycin, erythromycin 3A4

    Fluconazole 2C9, 3A4

    Ketoconazole, itraconole 3A4

    Selective serotonin reuptake Fluoxetine, Paroxetine 2D6inhibitors

    Substrates

    Inhibitors

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    1.1.4 Chapter 1: General Principles

    Steady state is the point at which drug administration is equal

    to drug elimination.3 All medications are either eliminated rom

    the body unchanged, or i acted upon by drug metabolizing

    enzymes (as described earlier), they are converted to active or

    inactive metabolites and subsequently eliminated.

    The majority o medication/metabolite elimination occurs

    through renal mechanisms. Patients with renal dysunction have

    reduced renal clearance o drugs and are oten at greater risk

    o toxicity o agents that depend on this route. For example,digoxin is eliminated via renal mechanisms, and the requency

    o dosing decreases rom daily to every other day in severe renal

    dysunction. Most oten renal elimination occurs via fltration at

    the glomerulus, although some medications are secreted into

    the renal tubules. Both mechanisms can mediate alterations o

    drug clearance and drug interactions. For example, doetilide

    is secreted in renal tubules and, thus, may interact with agents

    that block tubular secretion (e.g., cimetidine, trimethoprim, and

    ketoconazole), resulting in higher doetilide levels.

    Pharmacodynamics

    The term pharmacodynamics reers to the action the drug

    takes on the body or the biologic response that is elicited by

    the drug. Medications are generally thought to interact with

    a particular target in the body, and this interaction alters the

    unction o the target, thus producing the medications eects.

    The drug target can be a wide variety o macromolecules in the

    body, such as neurohormonal signaling receptors (e.g., adren-

    ergic receptors), enzymes (e.g., HMG-CoA reductase, vitamin K

    2,3-epoxide reductase), ion channels (e.g., calcium channels),

    and many others in which the medication directly or indirectly

    alters the unction o a biologically active substance.

    The pharmacodynamic eects o a drug could reer to both

    the desired therapeutic eects as well as the toxic eects. The

    term therapeutic index reers to the dierence between the

    minimal therapeutic threshold and the minimal toxic threshold.

    Some medications have a narrow therapeutic index, meaning

    there is little dierence between doses that produce efcacy

    and doses that produce toxicity in a given patient. However,

    most drugs have a broader therapeutic index, where doses

    much higher than usual therapeutic doses must be given to

    cause toxicity. Oten, drug levels o medications with a narrow

    therapeutic index can be monitored in order to avoid toxicity

    (e.g., digoxin, procainamide, lidocaine).

    When a medication elicits a response by interacting with thedrug target, there is oten a dose-response pattern that can take

    dierent orms. Most medications exhibit a linear dose-response

    relationship through their therapeutic range, where the pharma-

    cologic eect increases proportionately with number/proportion

    o occupied targets. Nonlinear dose-response relationships occur

    as well but are less common at typical doses o most medications.

    Medications that stimulate a signaling receptor, such as the

    beta-adrenergic receptor, are called agonists (e.g., epineph-

    rine), whereas medications that block the action o a receptor

    are called antagonists (e.g., metoprolol). Antagonists can be

    either competitive or noncompetitive. Competitive antagonists

    take the place o a naturally occurring ligand to block activ-

    ity, whereas noncompetitive antagonists bind elsewhere and,

    thus, are less aected by the concentration o the usual ligand.

    Agents that aect the adrenergic system or those that interact

    with neurotransmitters (e.g., opioids) are good examples o this

    type o mechanism.

    Many cardiovascular drugs produce their pharmacodynamic

    eect by inhibiting the action o cardiac ion channels. Calcium

    channel blockers inhibit the inux o calcium into the cardiac

    pacemaker cells, which can limit the inotropic and chronotropic

    activity o the heart. Vaughan Williams class I antiarrhythmic

    drugs typically inhibit inux o sodium through sodium chan-

    nels, whereas class III antiarrhythmics inhibit eux o potassium

    through potassium channels. A notable pharmacodynamic

    eect o the class III antiarrhythmic drugs is prolongation o the

    QT interval. Concomitant use o more than one medication that

    prolongs the QT interval could result in a pharmacodynamic

    drug interaction, increasing the patients risk or developing

    torsade de pointes.

    Enzyme inhibition is another important target o many medica-

    tions. The hydroxy-methyl-glutaryl coenzyme A (HMG-CoA)

    reductase inhibitors are an important example o a cardiovascu-

    lar medication class that produces a pharmacodynamic response

    through enzyme inhibition. HMG-CoA reductase inhibitors block

    the enzyme responsible or the fnal step o cholesterol orma-

    tion, leading to reductions in intracellular cholesterol levels in

    the liver, which then cause enhanced reuptake o low-density

    lipoprotein (LDL) particles rom plasma to liver, thus lowering

    plasma LDL levels.

    Another example is vitamin K 2,3-epoxide reductase (VKORC1),

    which is the target o wararin. Wararin inhibits VKORC1 rom

    reducing vitamin K and, thus, impairs production o vitamin K-

    dependent clotting actors.

    Drugs may also bind to other types o proteins and enhance or

    impair their physiologic processes. Heparin is a good example o

    this. Antithrombin is a protein that can inactivate activated throm-

    bin, serving a counter-regulatory unction in the coagulation

    cascade. Heparin enhances antithrombins action, producing an

    antithrombotic eect due to greater inactivation o thrombin. On

    the other hand, bivalirudin is a direct thrombin inhibitor; it binds

    to thrombin and prevents thrombin rom converting fbrinogen to

    fbrin, resulting in the antithrombotic eect.

    An understanding o pharmacodynamics can be important in

    drug selection. When selecting a positive inotropic therapy or

    the treatment o end-stage systolic heart ailure, two available

    options are milrinone or dobutamine. Milrinone and dobuta-

    mine both produce increases in intracellular calcium concentra-

    tions, increased heart rate, and increased contractility; however,

    the mechanism by which they achieve this eect is quite dier-

    ent. Dobutamine acts as an agonist or the beta-1 receptors on

    the myocardium, increasing cyclic adenosine monophosphate

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    1.5: Pharmacokinetics, Pharmacodynamics,and Pharmacogenetics 1.1.5

    (cAMP) intracellularly and subsequently increasing calcium in-

    ux. Milrinone achieves this action by inhibiting the breakdown

    o cAMP, bypassing the beta-receptors, yet still increasing cAMP

    and calcium concentrations.

    Considering this, in patients requiring inotropic support who

    have recently taken or are planned or uture beta-adrenergic

    blocking agents, milrinone may be a more sensible choice. Simi-

    larly, one might expect milrinone and dobutamine to have syner-

    gistic eects (and toxicities) when co-administered because theyare both enhancing the same pathway but at dierent steps.

    An understanding o the interplay between pharmacokinetics

    with pharmacodynamics is also important in practice. Aspirin ir-

    reversibly inhibits the action o cyclooxygenase (COX) enzyme in

    the platelets, leading to prevention o platelet activation. While

    the pharmacodynamic eect o most drugs will not be present

    4 to 5 hal-lives ater discontinuation, the pharmacodynamic

    eect o aspirin persists long ater 4 to 5 hal-lives have passed

    (approximately 12 to 24 hours or aspirin). This is because the

    irreversible inhibition o the COX enzyme in platelets renders

    those platelets permanently inactive. Thereore, the antiplatelet

    eect o aspirin does not resolve until new unctional platelets

    have been generated, which generally takes approximately one

    week.

    Pharmacogenetics

    Pharmacogenetics is the area o research and medicine that

    is concerned with understanding how genetic variation im-

    pacts drug response. While still largely a research feld, it now

    has burgeoning clinical applications. Important relationships

    between genetic variation and drug eect have been observed

    or a growing number o commonly used drugs,6 and ongoing

    studies should continue to increase the relevance o pharma-

    cogenetics to clinical practice. There are commercially available

    pharmacogenetic diagnostic tests and a handul o examples

    with published guidelines or genetically-guided therapy, some

    o which are relevant to the cardiovascular system (e.g., wara-

    rin). Thus, it is worthwhile to understand this topic conceptually

    as well as in practical terms.

    While the average population response or most approved

    medications is avorable, it is clear that signifcant interindividual

    variation exists in the response to most therapeutics. Genetic

    variants exist throughout the genome, and many such variants

    reside in genes related to medication response (e.g., drug recep-

    tors, drug metabolizing enzymes) and have known unctionalconsequences.

    Inherited dierences in medication response were recognized

    as early as the 1950s, then ocused mainly on drug metabo-

    lism.8,9 Since then, as our understanding o pharmacokinetics

    and dynamics has deepened, many points o genetic inuence

    throughout a drug pathway have come into better ocus

    (Figure 1). This includes variants that impact absorption, dis-

    tribution, excretion, binding to drug targets, and even down-

    stream eect mediators.6

    The genetic sequence variants o potential interest come in

    many orms with single nucleotide polymorphisms (SNP) being

    the most common. There are likely at least 30 million SNPs in

    the human genome, each o which represents a change o one

    base-pair to another at a given location in the DNA sequence.

    This may or may not result in a change in unction or amount

    o the resulting transcript, and thus protein, depending on the

    nucleotide change and location.

    SNPs in protein-coding regions can either be synonymous(resulting in no amino acid change) or nonsynonymous, which

    results in an amino acid alteration, and may impact protein

    unction directly. They can also occur in regulatory sequences

    such as promoter regions, which despite being noncoding, can

    impact gene expression. Even more oten, SNPs are located in

    other areas with less certain unctional impacts, such as introns

    or intergenic regions, though unctional impact cannot be ruled

    out based on location alone.

    Other types o sequence variants that are less common also

    occur. These include repeats (short or long sequences that occur

    a variable number o times), and insertion/deletion polymor-

    phisms (one or more base pairs, which are either present or

    absent). Similar principles regarding location and impact apply

    to these variants as well (e.g., variants are more likely to have

    a unctional impact i they are within a gene vs. intergenic

    region). More recently, larger-scale genetic variation has been

    recognized, which can also impact gene unction, or example,

    copy number variants (i.e., entire gene or larger segments that

    are duplicated).

    As science has learned more about the interplay o drugs

    and genes, genetic sequence variants have helped to explain

    more o the variation in response between patients; in specifc

    examples, this has ranged widely and as high as 95%. The ulti-

    mate goal o pharmacogenetics (both in terms o research and

    as a clinical tool) is to leverage this knowledge to help physicians

    provide more rational, efcient, and targeted treatments to their

    patients (Figure 2).7

    On the other hand, due to the act that one may not always

    have a perect understanding o a drug pathwayand with

    the emergence o high-throughput genotyping technology,

    genome-wide approaches are now also being used in research,

    giving birth to pharmacogenomics. As discussed in the

    previous sections on pharmacokinetics and dynamics, many

    nongenetic actors (e.g., age, organ unction, drug interactions)

    inuence medication response; thus, it is important to view

    pharmacogenetic actors within this larger ramework, supple-

    menting (not supplanting) other more conventional predictors.

    In this way, pharmacogenetic knowledge will oten supplement

    and interact with ones knowledge about pharmacokinetics and

    dynamics.

    Initial applications o pharmacogenetics were limited to medica-

    tions with very narrow therapeutic indices. A classic example o

    pharmacogenetics being used clinically is azathioprine and the

    gene thiopurine methyl transerase (TPMT). Azathioprine is used

    as an immunosuppressive agent in heart transplantation, as well

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    1.1.6 Chapter 1: General Principles

    as a treatment in some types o cancer. TPMT is responsible or

    inactivation o azathioprine (actually metabolizing the active

    metabolite 6-mercaptopurine into an inactive product).

    Sequence variants in TPMT can disable this enzyme, thus

    exposing the patient to higher than anticipated levels o the

    active metabolites and causing toxicity, typically bone marrow

    suppression. This example also illustrates how a pharmacoge-netic interaction operates via alteration o pharmacodynamic or

    pharmacokinetic actors. The pharmacogenetic impact o TPMT

    variants would be difcult to appreciate without understanding

    the pharmacokinetics o azathioprine; urthermore, it suggests

    the solution-reduced doses o azathioprine in subjects with the

    alternative alleles.

    Advances in pharmacogenetics are now showing promise or a

    broader range o medications, including cardiovascular medica-

    tions. A well-developed example o pharmacogenetics relevant

    to cardiovascular disease is wararin. Wararin acts by binding

    to the vitamin K 2,3-epoxide reductase complex (VKORC1), the

    enzyme responsible reducing vitamin K into its active orm, and

    genetic variants in this drug target cause resistance to wararin

    eects, requiring higher dosing. Wararin is primarily metabo-

    lized by CYP 2C9 (CYP2C9), and genetic variants in this enzyme

    result in reduced enzyme unction and, thus, greater wararin

    exposure. Genetic polymorphisms in VKORC1 and CYP2C9 ac-count or roughly 40% o variation in wararin dose.

    Many other cardiovascular drugs have been studied and have

    signifcant pharmacogenetic interactions but have yet to

    become clinically applicable. Examples include beta-adrenergic

    antagonists and adrenergic-receptor gene variants, HMG-CoA

    reductase inhibitors and the risk o myopathy, and clopidogrel

    eectiveness with CYP2C19 polymorphisms. These and other

    examples are summarized in Table 2.

    Table 2Summary of Key Cardiovascular Pharmacogenetic Interactions

    ADRB1 = beta 1 adrenergic receptor gene; LVEF = let ventricular ejection raction; I/D = insertion/deletion;

    ADRA2C = adrenergic receptor, alpha 2c; ACE = angiotensin-converting enzyme gene;

    GRK5 = G-protein coupled receptor kinase 5 gene; AA = Arican American; HF = heart ailure; INR = international normalized ratio;

    LVH= let ventricular hypertrophy; BP = blood pressure; CYP2C9 = cytochrome P450, amily 2, subamily C, polypeptide 9;EF = ejection raction; EDV = end-diastolic volume; ESV = end-systolic volume.

    Summary of Key Cardiovascular Pharmacogenetic Interactions

    D allele homozygotes with HF had lowerevent-free survival on low-dose ACE-I therapy

    Among HF patients, only carriers of the Iallele showed improvements in EF, EDV, andESV with spironolactone treatment

    Increased survival and LVEF recovery withArg389Arg

    Glu27 allele associated with better responseto carvedilolIncreased risk of death or transplantationArg16/Gln27 double homozygotes

    Enhanced benet of bucindolol in WT-homozygotes for mortality or transplantation

    Leu allele leads to increased survival in AApatients in the absence of beta-blockers

    Lower warfarin dose requirements for similarlevel of anticoagulation

    Greater warfarin dose requirements for INR

    Increased risk of myopathy or rhabdomyolysis

    Greater residual platelet activity, worseoutcomes after stenting

    Increased ACE levelassociated with D alleleIncreased ACE levelassociated with D allele

    Arg389 shows greateradenylate cyclase activityGlu27 allele has decreased

    receptor down-regulationGly16 allele has greaterreceptor down-regulationD-allele results in loss ofauto-inhibition

    Leu allele enhances beta-receptor desensitizationDecreased enzymatic activity

    Transporter; variant pheno-type not well established

    Reduced enzymatic activity,reduced conversion to activedrug

    rs4646994

    rs4646994

    rs1801253

    rs1042714

    rs1042713

    rs61767072

    rs17098707

    Intron 16 I/D

    Intron 16 I/D

    Arg389Gly

    Glu27Gln

    Gly16Arg

    Exon 1 I/D

    Gln41Leu

    *2, *3

    *2, *3

    ACE

    ACE

    ADRB1

    ADRB2

    ADRA2C

    GRK5

    CYP2C9

    VKORC1

    SLCOB1

    CYP2C19

    ACE

    Inhibitors

    Aldosterone

    Antagonists

    Beta-

    Blockers

    Warfarin

    Simvastatin

    Clopidogrel

    Drug Gene Variant rs Number Molecular Phenotype Clinical Phenotype

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    1.5: Pharmacokinetics, Pharmacodynamics,and Pharmacogenetics 1.1.7

    Principles Applied in a Case Discussion

    Pharmacokinetics, pharmacodynamics, and pharmacogenetics can

    impact medication eects, explain drug interactions, or suggest

    modifcations o dosing. These principles do not act in isolation,

    but rather clinical application o each is critically dependent on

    appreciating the others as well. Thus, understanding the interplay

    o principles is important to optimizing clinical care. The ollowing

    case discussion is presented to provide an illustrative example o

    applying these principles together in a case-based setting:

    Case StudyA 50-year-old man with a history o hypertension, systolic heart

    ailure, and hyperlipidemia presents to the emergency depart-

    ment with palpitations and shortness o breath, which started

    today, and he is ound to be in atrial fbrillation. Home medica-

    tions include hydroclorothiazide 25 mg daily, metoprolol XL 100

    mg daily, aspirin 81 mg daily, digoxin 0.25 mg daily (last digoxin

    level = 1.5),and simvastatin 40 mg daily. He is admitted, cardio-

    verted, and wararin is initiated.

    DiscussionWararin is a good example o pharmacogenetic interactions

    operating via both pharmacodynamic and pharmacokinetic

    aspects o the drug. Recommended algorithms or determining

    initial wararin dosing based on genotype have been published;

    commercial testing is available or genotype; pharmacogenetic

    dosing is routinely used at some institutions; and it has been

    associated in multiple studies with more rapidly and more oten

    achieving therapeutic international normalized ratio (INR).

    CYP2C9 variant alleles (so-called *2 or *3) are associated with

    reduced enzyme activity, resulting in delayed clearance o

    wararin and, thus, lower dose requirements (i.e., a genetic-

    pharmacokinetic eect). On the other hand, VKORC1 variants

    are associated with increased activity or resistance to wararins

    eects, thus requiring greater wararin dose to achieve a similar

    eect as compared to a patient with wild type VKORC1 (i.e., a

    genetic-pharmacodynamic interaction).

    Testing or genotype can help generate a more accurate initial

    estimate o stable wararin dosing. Routine testing or this or

    other variants to help determine initial wararin dosing is used

    at some centers but remains controversial and is the subject

    o an ongoing National Institutes o Healthmulticenter trial.

    Pharmacogenetic wararin dosing is most oten currently utilized

    in patients who are planned in advance or impending wara-

    rin initiation (e.g., joint replacement patients) because o thecurrent turnaround time in genotype testing (several days). In

    the near uture, more rapid testing will be available, which will

    allow pharmacogenetic dosing to be utilized in a wider variety

    o patients and indications.

    Case Study (continued)The man is subsequently discharged in sinus rhythm on the

    same medicines. He is asymptomatic at rest. Three weeks

    later, he presents again to the emergency department in atrial

    fbrillation with rapid ventricular response. He is admitted and

    undergoes repeat cardioversion and initiation o amiodarone to

    attempt maintenance o sinus rhythm.

    Discussion (continued)Several pharmacokinetic drug interactions should be considered

    when adding amiodarone in this situation. Amiodarone inhibits

    metabolism o wararin by CYP2C9. This patient is currently on

    a stable dose o wararin, and addition o amiodarone would

    likely increase the INR unless the wararin dose is reduced.

    Typically, wararin dose is reduced by 30to 50% when initiating

    amiodarone.

    Another concern is the use o simvastatin with amiodarone.

    Simvastatin doses >10 mg are contraindicated in combina-

    tion with amiodarone due to increased risk o myopathy rom

    simvastatin.10 In this case, the interaction is due to amiodarone

    inhibition o CYP 450 3A4 metabolism o simvastatin, leading

    to increased simvastatin concentrations. Interestingly, there are

    also genetic variants that appear to predispose to statin-induced

    myopathy. In the case o simvastatin, airly strong evidence

    points to a polymorphism in the gene SLCOB1, which is associ-

    ated with 20% lietime risk o myopathy in patients treated with

    simvastatin.

    Finally, there is an interaction between amiodarone and digoxin.

    Amiodarone is an inhibitor o P-gp, and digoxin is a substrate o

    P-gp. Thereore, addition o amiodarone to digoxin without ad-

    justment would likely lead to a doubling o the patients digoxin

    level, with signifcant risk o toxic symptoms.

    Case Study (continued)The patient improves and is discharged on amiodarone. He

    ollows up six months later, reports no urther episodes o pal-

    pations, and is in sinus rhythm. However, he has developed skin

    discoloration and photosensitivity, and you discontinue amioda-

    rone. You consult the electrophysiology service, who consider

    doetilide as an alternative rhythm control strategy.

    Case DiscussionThe most important issue regarding the initiation o doetilide

    in this patient is the current use o hydroclorothiazide. Hydro-

    chlorothiazide is contraindicated or use with doetilide due to

    the potential or hydrochlorothiazide to increase doetilide levels

    through reduced renal secretion, as well as the potential or

    hydroclorothiazide to reduce potassium levels predisposing to

    proarrhythmia. Thereore, hydrochlorothiazide would need to be

    discontinued prior to initiation o doetilide.

    Key Points

    Pharmacokinetics reers to all aspects o drug absorption,

    transport, and metabolism, which can greatly impact

    optimal dosing and drug interactions.

    CYP P450 enzymes in the liver metabolize a large

    proportion o medications and are a very common reason

    or cardiovascular drug interactions.

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    1.1.8 Chapter 1: General Principles

    The actions o a medication in the body are known as

    pharmacodynamic eects, and knowledge o these can aid

    in avoiding toxicities and anticipating pharmacodynamic

    drug interactions.

    Pharmacogenetics seeks to use knowledge o genetic

    variation and how it aects drug response to better target

    medications.

    Current clinically relevant examples o pharmacogeneticimpacts on cardiovascular medication use include

    wararin, while emerging applications include simvastatin,

    clopidogrel, and beta-blockers.

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