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Dr. Sabyasachi Paik
Department of Clinical & Experimental
Pharmacology
Calcutta School of Tropical Medicine
Introduction
Pharmacogenetics
(after Vogel, 1957)
The study of the genetic
basis for the difference
between individuals in
response to drugs
“Study of interindividual variation in DNA sequence related to drug absorption
and disposition (Pharmacokinetics) and/or drug action (Pharmacodynamics)
including polymorphic variation in genes that encode the functions of
transporters, metabolizing enzymes, receptors and other proteins.”
An ultimate goal of pharmacogenetics is to understand how someone's genetic
make-up determines, how well a medicine works in his or her body, as well as
what side effects are likely to occur.
Basics of Pharmacogenetics
 Enzymes responsible for drug metabolism and proteins that
determine the cellular response to drugs (receptors) are
encoded by genes, and can therefore be variable in
expression, activity level and function when genetic
variations are present
 Knowing whether a patient carries any of these variations
may help health care professionals individualize drug
therapy, decrease the number of adverse drug reactions and
increase the effectiveness of drugs
 Pharmacogenetics has been characterized as “getting the
right dose of the right drug to the right patient at the right
time”
Basics of Pharmacogenetics
 When studying drug action in individuals, researchers
focus on two major determinants:
 The scientific terms for these two determinants are
pharmacokinetics and pharmacodynamics, and both
are critical considerations in the field of
Pharmacogenetics
➢ (1) how much of a drug is needed to reach its target in
the body, and
➢(2) how well the target cells, such as heart tissue or
neurons, respond to the drug.
Same symptoms,
Same findings,
Same disease?
Different patients
Same drug
Same dose
Different Effects
Genetic
Differences
SNP
A
G
Ethnicity
Age
Pregnancy
Genetic factors
Disease
Drug interactions
……
Possible Reasons:
Individual variation
By chance…
Why does drug response vary?
Determinants of Drug Efficacy and Toxicity
A patient’s response to a drug may depend on factors that can vary according to the
alleles that an individual carries, including :
Pharmacologic effect
Clinical response
Toxicity Efficacy
DISTRIBUTION
ABSORPTION
ELIMINATION
Pharmacokinetics
Pharmacodynamics
dose administered
drug in tissues
of distribution
concentration in
systemic circulation
concentration at
site of action
metabolism and/or excretion
➢Pharmacokinetic factors
- Absorption
- Distribution
- Metabolism
- Elimination
➢Pharmacodynamic factors
- Target proteins
- Downstream messengers
Why does drug response vary?
Genetic variation
Primarily two types of genetic mutation events create all
forms of variations:
➢Single base mutation which substitutes one nucleotide for
another
--Single nucleotide polymorphisms (SNPs)
➢Insertion or deletion of one or more nucleotide(s)
--Tandem Repeat Polymorphisms
--Insertion/Deletion Polymorphisms
Polymorphism: A genetic variation that is observed at a
frequency of >1% in a population
Single nucleotide polymorphisms (SNPs)
SNPs are single base pair positions in genomic DNA at
which different sequence alternatives (alleles) exist
wherein the least frequent allele has an abundance of 1%
or greater.
For example a SNP might change the DNA sequence
AAGCTTAC
to ATGCTTAC
SNPs are the most commonly occurring genetic differences.
Single nucleotide polymorphisms (SNPs)
SNPs are very common in the human population.
Between any two people, there is an average of one SNP
every ~1250 bases.
Most of these have no phenotypic effect
Venter et al. estimate that only <1% of all human SNPs impact
protein function (lots of in “non-coding regions”)
Some are alleles of genes.
Tandem Repeat Polymorphisms
Tandem repeats or variable number of tandem repeats
(VNTR) are a very common class of polymorphism,
consisting of variable length of sequence motifs that are
repeated in tandem in a variable copy number.
Based on the size of the tandem repeat units:
➢Microsatellites or Short Tandem Repeat (STR)
repeat unit: 1-6 (dinucleotide repeat:
CACACACACACA)
➢Minisatellites
repeat unit: 14-100
Insertion/Deletion Polymorphisms
Insertion/Deletion (INDEL) polymorphisms are
quite common and widely distributed throughout
the human genome.
Due to individual variation…
➢20-40% of patients benefit from an approved drug
➢70-80% of drug candidates fail in clinical trials
➢Many approved drugs removed from the market due to
adverse drug effects
The use of DNA sequence information to measure and
predict the reaction of individuals to drugs.
➢Personalized drugs
➢Faster clinical trials
➢Less drug side effects
Pharmacogenetics
Genes commonly involved in pharmacogenomic drug
metabolism and response
 There are several genes responsible for differences in drug
metabolism and response
 Most common are the Cytochrome P450 (CYP) genes, encoding
enzymes that control the metabolism of more than 70 percent
of prescription drugs
 People who carry variations in certain CYP genes often do not
metabolize drugs at the same rate or extent as in most people,
and this can influence response in many ways
 Apart from Cytochrome P450, other genes known to affect
drug response encode the receptors for regulatory molecules
such as neurotransmitters, hormones, cytokines and growth
factors, and cellular proteins such as enzymes, transporters,
carriers, ion channels, structural proteins and transcription
factors
Selected drugs whose safety and efficacy are affected
by gene variations
* Response to these drugs is dependent on genetic variations that are present in tumor tissue.
Adapted from U.S. Food and Drug Administration website (www.fda.gov/Drugs/ScienceResearch/ResearchAreas/
Pharmacogenetics/ucm083378.htm). Accessed February 7, 2011.
Metabolizer phenotype
 The metabolizer phenotype describes the patient’s ability
to metabolize certain drugs and is based on the number
and type of functional alleles of certain genes that a
patient carries
 These genes most commonly encode the CYP enzymes
 The metabolizer phenotype can range from “poor,” used to
describe patients with little or no functional activity of a
selected CYP enzyme, to “ultra-rapid,” used to describe
patients with substantially increased activity of a selected
CYP enzyme
Metabolizer phenotype
 Depending on the type of CYP variation present, the
patient’s metabolizer phenotype and the type of drug
(active pharmacologic agent or inactive prodrug
precursor), therapeutic drug response is often suboptimal
 For example, poor metabolizers are unable to metabolize
certain drugs efficiently, resulting in a potentially toxic
build-up of an active drug or the lack of conversion of a
prodrug into an active metabolite.
 In contrast, in ultra-rapid metabolizers, an activedrug is
inactivated quickly, leading to a sub therapeutic response,
while a prodrug is quickly metabolized, leading to rapid
onset of therapeutic effect.
Effects of CYP variants on therapeutic efficacy:
Some drugs and foods cause altered metabolizer
phenotype
 Certain drugs mimic the effect of genetic variations, effectively
causing changes in metabolizer phenotype
 For example, quinidine is an inhibitor of CYP2D6 activity. A
patient taking quinidine is therefore a CYP2D6 poor
metabolizer, similar to someone who carries a loss-of function
variation in CYP2D6
 In those patients, drugs that require the activity of CYP2D6,
such as atomoxetine, will not be metabolized at the same rate
as in most people
 Certain foods can also mimic the effects of genetic variations
such as grapefruit juice, which is an inhibitor of CYP3A4. In
people regularly drinking grapefruit juice, drugs that require
the activity of CYP3A4, such as diazepam, will not be
metabolized at the same rate as in most people
Using pharmacogenomics to predict optimal dose
 Genetic variations can lead to an altered dosage regimen.
Knowing whether a patient carries these genetic variations
can assist physicians in determining optimal therapeutic
dose
 An example of a drug with an altered dosage regimen in
patients with certain genetic variations is warfarin.
 Warfarin is the most widely-prescribed anticoagulant used
to treat and prevent thromboembolic diseases.
 It is metabolized by the CYP2C9 enzyme. its anticoagulant
effect is mediated by the enzyme VKORC1. Variation in the
CYP2C9 gene causes some patients to have slow metabolism
of warfarin and a longer half-life of the drug, resulting in
higher than usual blood concentrations of warfarin and
greater anticoagulant effect.
Using pharmacogenomics to predict optimal dose
 Certain variations in the VKORC1 gene result in reduced
activity of the enzyme and subsequently reduced synthesis of
coagulation factors.
 The combination of slow warfarin metabolism caused by
CYP2C9 gene variations and reduced coagulation caused by
VKORC1 gene variations increases the risk of bleeding during
warfarin therapy.
 Warfarin has a narrow therapeutic index; variations in
CYP2C9 and VKORC1, in addition to several other patient
characteristics, make it difficult to predict the effective dose.
 Those carrying certain CYP2C9 and VKORC1 variations are
likely to require altered doses and may require prolonged time
to reach a stable maintenance dose.
The warfarin product labeling (updated January 2010) states “The patient’s
CYP2C9 and VKORC1 genotype information, when available, can assist in
selection of the starting dose,”and includes the following table of expected
therapeutic doses for patients with different combinations of CYP2C9 and
VKORC1 variations
The product labeling suggests that this table of expected therapeutic doses can be used to
assist prescribers in choosing initial warfarin dose for patients whose CYP2C9 and VKORC1
genotypes are known. For example, if genetic testing reveals that a patient carries the *1/*3
variation of CYP2C9 and the AG variation of VKORC1, his or her expected therapeutic
warfarin dose is likely to be in the 3–4 mg range
THANK YOU

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Pharmacogenetics d and effect on determination of drug dosing in Pharmacotherapy

  • 1. Dr. Sabyasachi Paik Department of Clinical & Experimental Pharmacology Calcutta School of Tropical Medicine
  • 2. Introduction Pharmacogenetics (after Vogel, 1957) The study of the genetic basis for the difference between individuals in response to drugs “Study of interindividual variation in DNA sequence related to drug absorption and disposition (Pharmacokinetics) and/or drug action (Pharmacodynamics) including polymorphic variation in genes that encode the functions of transporters, metabolizing enzymes, receptors and other proteins.” An ultimate goal of pharmacogenetics is to understand how someone's genetic make-up determines, how well a medicine works in his or her body, as well as what side effects are likely to occur.
  • 3. Basics of Pharmacogenetics  Enzymes responsible for drug metabolism and proteins that determine the cellular response to drugs (receptors) are encoded by genes, and can therefore be variable in expression, activity level and function when genetic variations are present  Knowing whether a patient carries any of these variations may help health care professionals individualize drug therapy, decrease the number of adverse drug reactions and increase the effectiveness of drugs  Pharmacogenetics has been characterized as “getting the right dose of the right drug to the right patient at the right time”
  • 4. Basics of Pharmacogenetics  When studying drug action in individuals, researchers focus on two major determinants:  The scientific terms for these two determinants are pharmacokinetics and pharmacodynamics, and both are critical considerations in the field of Pharmacogenetics ➢ (1) how much of a drug is needed to reach its target in the body, and ➢(2) how well the target cells, such as heart tissue or neurons, respond to the drug.
  • 5. Same symptoms, Same findings, Same disease? Different patients Same drug Same dose Different Effects Genetic Differences SNP A G Ethnicity Age Pregnancy Genetic factors Disease Drug interactions …… Possible Reasons: Individual variation By chance… Why does drug response vary?
  • 6. Determinants of Drug Efficacy and Toxicity A patient’s response to a drug may depend on factors that can vary according to the alleles that an individual carries, including : Pharmacologic effect Clinical response Toxicity Efficacy DISTRIBUTION ABSORPTION ELIMINATION Pharmacokinetics Pharmacodynamics dose administered drug in tissues of distribution concentration in systemic circulation concentration at site of action metabolism and/or excretion ➢Pharmacokinetic factors - Absorption - Distribution - Metabolism - Elimination ➢Pharmacodynamic factors - Target proteins - Downstream messengers
  • 7. Why does drug response vary? Genetic variation Primarily two types of genetic mutation events create all forms of variations: ➢Single base mutation which substitutes one nucleotide for another --Single nucleotide polymorphisms (SNPs) ➢Insertion or deletion of one or more nucleotide(s) --Tandem Repeat Polymorphisms --Insertion/Deletion Polymorphisms Polymorphism: A genetic variation that is observed at a frequency of >1% in a population
  • 8. Single nucleotide polymorphisms (SNPs) SNPs are single base pair positions in genomic DNA at which different sequence alternatives (alleles) exist wherein the least frequent allele has an abundance of 1% or greater. For example a SNP might change the DNA sequence AAGCTTAC to ATGCTTAC SNPs are the most commonly occurring genetic differences.
  • 9. Single nucleotide polymorphisms (SNPs) SNPs are very common in the human population. Between any two people, there is an average of one SNP every ~1250 bases. Most of these have no phenotypic effect Venter et al. estimate that only <1% of all human SNPs impact protein function (lots of in “non-coding regions”) Some are alleles of genes.
  • 10. Tandem Repeat Polymorphisms Tandem repeats or variable number of tandem repeats (VNTR) are a very common class of polymorphism, consisting of variable length of sequence motifs that are repeated in tandem in a variable copy number. Based on the size of the tandem repeat units: ➢Microsatellites or Short Tandem Repeat (STR) repeat unit: 1-6 (dinucleotide repeat: CACACACACACA) ➢Minisatellites repeat unit: 14-100
  • 11. Insertion/Deletion Polymorphisms Insertion/Deletion (INDEL) polymorphisms are quite common and widely distributed throughout the human genome.
  • 12. Due to individual variation… ➢20-40% of patients benefit from an approved drug ➢70-80% of drug candidates fail in clinical trials ➢Many approved drugs removed from the market due to adverse drug effects The use of DNA sequence information to measure and predict the reaction of individuals to drugs. ➢Personalized drugs ➢Faster clinical trials ➢Less drug side effects Pharmacogenetics
  • 13. Genes commonly involved in pharmacogenomic drug metabolism and response  There are several genes responsible for differences in drug metabolism and response  Most common are the Cytochrome P450 (CYP) genes, encoding enzymes that control the metabolism of more than 70 percent of prescription drugs  People who carry variations in certain CYP genes often do not metabolize drugs at the same rate or extent as in most people, and this can influence response in many ways  Apart from Cytochrome P450, other genes known to affect drug response encode the receptors for regulatory molecules such as neurotransmitters, hormones, cytokines and growth factors, and cellular proteins such as enzymes, transporters, carriers, ion channels, structural proteins and transcription factors
  • 14. Selected drugs whose safety and efficacy are affected by gene variations * Response to these drugs is dependent on genetic variations that are present in tumor tissue. Adapted from U.S. Food and Drug Administration website (www.fda.gov/Drugs/ScienceResearch/ResearchAreas/ Pharmacogenetics/ucm083378.htm). Accessed February 7, 2011.
  • 15. Metabolizer phenotype  The metabolizer phenotype describes the patient’s ability to metabolize certain drugs and is based on the number and type of functional alleles of certain genes that a patient carries  These genes most commonly encode the CYP enzymes  The metabolizer phenotype can range from “poor,” used to describe patients with little or no functional activity of a selected CYP enzyme, to “ultra-rapid,” used to describe patients with substantially increased activity of a selected CYP enzyme
  • 16. Metabolizer phenotype  Depending on the type of CYP variation present, the patient’s metabolizer phenotype and the type of drug (active pharmacologic agent or inactive prodrug precursor), therapeutic drug response is often suboptimal  For example, poor metabolizers are unable to metabolize certain drugs efficiently, resulting in a potentially toxic build-up of an active drug or the lack of conversion of a prodrug into an active metabolite.  In contrast, in ultra-rapid metabolizers, an activedrug is inactivated quickly, leading to a sub therapeutic response, while a prodrug is quickly metabolized, leading to rapid onset of therapeutic effect.
  • 17. Effects of CYP variants on therapeutic efficacy:
  • 18. Some drugs and foods cause altered metabolizer phenotype  Certain drugs mimic the effect of genetic variations, effectively causing changes in metabolizer phenotype  For example, quinidine is an inhibitor of CYP2D6 activity. A patient taking quinidine is therefore a CYP2D6 poor metabolizer, similar to someone who carries a loss-of function variation in CYP2D6  In those patients, drugs that require the activity of CYP2D6, such as atomoxetine, will not be metabolized at the same rate as in most people  Certain foods can also mimic the effects of genetic variations such as grapefruit juice, which is an inhibitor of CYP3A4. In people regularly drinking grapefruit juice, drugs that require the activity of CYP3A4, such as diazepam, will not be metabolized at the same rate as in most people
  • 19. Using pharmacogenomics to predict optimal dose  Genetic variations can lead to an altered dosage regimen. Knowing whether a patient carries these genetic variations can assist physicians in determining optimal therapeutic dose  An example of a drug with an altered dosage regimen in patients with certain genetic variations is warfarin.  Warfarin is the most widely-prescribed anticoagulant used to treat and prevent thromboembolic diseases.  It is metabolized by the CYP2C9 enzyme. its anticoagulant effect is mediated by the enzyme VKORC1. Variation in the CYP2C9 gene causes some patients to have slow metabolism of warfarin and a longer half-life of the drug, resulting in higher than usual blood concentrations of warfarin and greater anticoagulant effect.
  • 20. Using pharmacogenomics to predict optimal dose  Certain variations in the VKORC1 gene result in reduced activity of the enzyme and subsequently reduced synthesis of coagulation factors.  The combination of slow warfarin metabolism caused by CYP2C9 gene variations and reduced coagulation caused by VKORC1 gene variations increases the risk of bleeding during warfarin therapy.  Warfarin has a narrow therapeutic index; variations in CYP2C9 and VKORC1, in addition to several other patient characteristics, make it difficult to predict the effective dose.  Those carrying certain CYP2C9 and VKORC1 variations are likely to require altered doses and may require prolonged time to reach a stable maintenance dose.
  • 21. The warfarin product labeling (updated January 2010) states “The patient’s CYP2C9 and VKORC1 genotype information, when available, can assist in selection of the starting dose,”and includes the following table of expected therapeutic doses for patients with different combinations of CYP2C9 and VKORC1 variations The product labeling suggests that this table of expected therapeutic doses can be used to assist prescribers in choosing initial warfarin dose for patients whose CYP2C9 and VKORC1 genotypes are known. For example, if genetic testing reveals that a patient carries the *1/*3 variation of CYP2C9 and the AG variation of VKORC1, his or her expected therapeutic warfarin dose is likely to be in the 3–4 mg range