Pharmacogenomics

PHARMACOGENOMICS
Presented By:
Teena Patra
1
INTRODUCTION
• Pharmacogenomics deals with the influence of acquired and inherited genetic variation on drug
response in patients by correlating gene expression or single-nucleotide polymorphisms with drug
absorption, distribution, metabolism and elimination, as well as drug receptor target effects. The
term pharmacogenomics is often used interchangeably with pharmacogenetics.
• The term pharmacogenetic was first coined in 1959 by Friedrich Vogel of Heidelberg, Germany
• It attempts to eliminate the trial-and-error method of prescribing, allowing physicians to take into
consideration their patient’s genes, the functionality of these genes, and how this may affect the
efficacy of the patient’s current and/or future treatments (and where applicable, provide an
explanation for the failure of past treatments).
• Such approaches promise the advent of "personalized medicine"; in which drugs and drug
combinations are optimized for each individual's unique genetic makeup.
2
• It aims to develop rational means to optimize drug therapy, with respect to the patients' genotype,
to ensure maximum efficacy with minimal adverse effects.
• In order to provide pharmacogenomic-based recommendations for a given drug, two possible
types of input can be used: genotyping or exome or whole genome sequencing.
• The first FDA approval of a pharmacogenetic test was in 2005 (for alleles in CYP2D6 and
CYP2C19).
• It will allow the development of tailored drugs to treat a wide range of health problems, including
cardiovascular disease, Alzheimer disease, cancer, HIV/AIDS, and asthma.
• One current use of pharmacogenomics involves people infected with the human
immunodeficiency virus (HIV). Before prescribing the antiviral drug abacavir (Ziagen), doctors
now routinely test HIV-infected patients for a genetic variant that makes them more likely to have
a bad reaction to the drug.
• Another example is the breast cancer drug trastuzumab (Herceptin). This therapy works only for
women whose tumors have a particular genetic profile that leads to overproduction of a protein
called HER2.
3
PREDICTIVE PRESCRIBING
Patient genotypes are usually categorized into the following predicted phenotypes:
• Ultra-Rapid Metabolizer: Patients with substantially increased metabolic activity.
• Extensive Metabolizer: Normal metabolic activity;
• Intermediate Metabolizer: Patients with reduced metabolic activity; and
• Poor Metabolizer: Patients with little to no functional metabolic activity.
The two extremes of this spectrum are the Poor Metabolizers and Ultra-Rapid Metabolizers.
Efficacy of a medication is not only based on the above metabolic statuses, but also the type of drug
consumed. Drugs can be classified into two main groups: active drugs and pro-drugs. Active drugs
refer to drugs that are inactivated during metabolism, and Pro-Drugs are inactive until they are
metabolized.
4
APPLICATIONS
• Improve drug safety, and reduce ADRs;
• Tailor treatments to meet patients unique genetic pre-disposition, identifying optimal dosing;
• Improve drug discovery targeted to human disease; and
• Improve proof of principle for efficacy trials.
• Used to determine the cause of death in drug-related deaths where no findings emerge using
autopsy.
• In cancer treatment, pharmacogenomics tests are used to identify which patients are most likely
to respond to certain cancer drugs.
• Pharmacogenomics is also known as companion diagnostics, meaning tests being bundled with
drugs. Examples include KRAS test with cetuximab and EGFR test with gefitinib.
5
CASE STUDY
• Patient is a woman who gave birth by caesarian section. Her physician prescribed codeine for
post-caesarian pain.
• She took the standard prescribed dose, however experienced nausea and dizziness while she was
taking codeine. She also noticed that her breastfed infant was lethargic and feeding poorly.
• When the patient mentioned these symptoms to her physician, they recommended that she
discontinue codeine use. Within a few days, both the patient and her infant’s symptoms were no
longer present.
• It is assumed that if the patient underwent a pharmacogenomic test, it would have revealed she
may have had a duplication of the gene CYP2D6 placing her in the Ultra-rapid metabolizer (UM)
category, explaining her ADRs to codeine use.
6
POLYPHARMACY
• A potential role pharmacogenomics may play would be to reduce the occurrence of
polypharmacy.
• It is theorized that with tailored drug treatments, patients will not have the need to take several
medications that are intended to treat the same condition.
• In doing so, they could potentially minimize the occurrence of ADRs, have improved treatment
outcomes, and can save costs by avoiding purchasing extraneous medications.
• An example of this can be found in Psychiatry, where patients tend to be receiving more
medications then even age-matched non-psychiatric patients. This has been associated with an
increased risk of inappropriate prescribing.
7
CHALLENGES
Several challenges exist that slow the uptake, implementation, and standardization of
pharmacogenomics. Some of the concerns raised by physicians include:
• Limitation on how to apply the test into clinical practices and treatment;
• A general feeling of lack of availability of the test;
• The understanding and interpretation of evidence-based research; and Ethical, legal and social
issues.
Issues surrounding the availability of the test include:
• The lack of availability of scientific data: Although there are considerable number of DME
involved in the metabolic pathways of drugs, only a fraction have sufficient scientific data to
validate their use within a clinical setting; and
• Demonstrating the cost-effectiveness of pharmacogenomics: Publications for the
pharmacoeconomics of pharmacogenomics are scarce, therefore sufficient evidence does not at
this time exist to validate the cost-effectiveness and cost-consequences of the test 8
CONTROVERSIES
• Some alleles that vary in frequency between specific populations have been shown to be
associated with differential responses to specific drugs. The beta blocker atenolol is an anti-
hypertensive medication that is shown to more significantly lower the blood pressure of
Caucasian patients than African American patients in the United States. This observation suggests
that Caucasian and African American populations have different alleles governing oleic acid
biochemistry, which react differentially with atenolol.
• The FDA approval of the drug BiDil with a label specifying African-Americans with congestive
heart failure, produced a storm of controversy over race-based medicine and fears of genetic
stereotyping, even though the label for BiDil did not specify any genetic variants but was based
on racial self-identification.
9
WEB BASED RESOURCES
• Cytochrome P450 (CYP) Allele Nomenclature Database
http://www.cypalleles.ki.se/
• SuperCYP Bioinformatics Tool
http://bioinformatics.charite.de/supercyp
• PharmGKB
https://www.pharmgkb.org/
• dbSNP database
http://www.ncbi.nlm.nih.gov/SNP/
• FINDbase
http://www.findbase.org/ 10
11
REFERENCES
• Johnson JA (November 2003). "Pharmacogenetics: potential for individualized drug therapy
through genetics.". Trends Genet 19 (11): 660–6. doi:10.1016/j.tig.2003.09.008. PMID
14585618.
• "Center for Pharmacogenomics and Individualized Therapy". Retrieved 2014-06-25.
• "overview of pharmacogenomics". Up-to-Date. May 16, 2014. Retrieved 2014-06-25.
• Sheffield LJ, Phillimore HE (2009). "Clinical use of pharmacogenomic tests in 2009". Clin
Biochem Rev 30 (2): 55–65. PMC 2702214. PMID 19565025.
• Shin J, Kayser SR, Langaee TY (April 2009). "Pharmacogenetics: from discovery to patient
care.". Am J Health Syst Pharm 66 (7): 625–37. doi:10.2146/ajhp080170. PMID 19299369.
12
THANK YOU
13
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Pharmacogenomics

  • 2. INTRODUCTION • Pharmacogenomics deals with the influence of acquired and inherited genetic variation on drug response in patients by correlating gene expression or single-nucleotide polymorphisms with drug absorption, distribution, metabolism and elimination, as well as drug receptor target effects. The term pharmacogenomics is often used interchangeably with pharmacogenetics. • The term pharmacogenetic was first coined in 1959 by Friedrich Vogel of Heidelberg, Germany • It attempts to eliminate the trial-and-error method of prescribing, allowing physicians to take into consideration their patient’s genes, the functionality of these genes, and how this may affect the efficacy of the patient’s current and/or future treatments (and where applicable, provide an explanation for the failure of past treatments). • Such approaches promise the advent of "personalized medicine"; in which drugs and drug combinations are optimized for each individual's unique genetic makeup. 2
  • 3. • It aims to develop rational means to optimize drug therapy, with respect to the patients' genotype, to ensure maximum efficacy with minimal adverse effects. • In order to provide pharmacogenomic-based recommendations for a given drug, two possible types of input can be used: genotyping or exome or whole genome sequencing. • The first FDA approval of a pharmacogenetic test was in 2005 (for alleles in CYP2D6 and CYP2C19). • It will allow the development of tailored drugs to treat a wide range of health problems, including cardiovascular disease, Alzheimer disease, cancer, HIV/AIDS, and asthma. • One current use of pharmacogenomics involves people infected with the human immunodeficiency virus (HIV). Before prescribing the antiviral drug abacavir (Ziagen), doctors now routinely test HIV-infected patients for a genetic variant that makes them more likely to have a bad reaction to the drug. • Another example is the breast cancer drug trastuzumab (Herceptin). This therapy works only for women whose tumors have a particular genetic profile that leads to overproduction of a protein called HER2. 3
  • 4. PREDICTIVE PRESCRIBING Patient genotypes are usually categorized into the following predicted phenotypes: • Ultra-Rapid Metabolizer: Patients with substantially increased metabolic activity. • Extensive Metabolizer: Normal metabolic activity; • Intermediate Metabolizer: Patients with reduced metabolic activity; and • Poor Metabolizer: Patients with little to no functional metabolic activity. The two extremes of this spectrum are the Poor Metabolizers and Ultra-Rapid Metabolizers. Efficacy of a medication is not only based on the above metabolic statuses, but also the type of drug consumed. Drugs can be classified into two main groups: active drugs and pro-drugs. Active drugs refer to drugs that are inactivated during metabolism, and Pro-Drugs are inactive until they are metabolized. 4
  • 5. APPLICATIONS • Improve drug safety, and reduce ADRs; • Tailor treatments to meet patients unique genetic pre-disposition, identifying optimal dosing; • Improve drug discovery targeted to human disease; and • Improve proof of principle for efficacy trials. • Used to determine the cause of death in drug-related deaths where no findings emerge using autopsy. • In cancer treatment, pharmacogenomics tests are used to identify which patients are most likely to respond to certain cancer drugs. • Pharmacogenomics is also known as companion diagnostics, meaning tests being bundled with drugs. Examples include KRAS test with cetuximab and EGFR test with gefitinib. 5
  • 6. CASE STUDY • Patient is a woman who gave birth by caesarian section. Her physician prescribed codeine for post-caesarian pain. • She took the standard prescribed dose, however experienced nausea and dizziness while she was taking codeine. She also noticed that her breastfed infant was lethargic and feeding poorly. • When the patient mentioned these symptoms to her physician, they recommended that she discontinue codeine use. Within a few days, both the patient and her infant’s symptoms were no longer present. • It is assumed that if the patient underwent a pharmacogenomic test, it would have revealed she may have had a duplication of the gene CYP2D6 placing her in the Ultra-rapid metabolizer (UM) category, explaining her ADRs to codeine use. 6
  • 7. POLYPHARMACY • A potential role pharmacogenomics may play would be to reduce the occurrence of polypharmacy. • It is theorized that with tailored drug treatments, patients will not have the need to take several medications that are intended to treat the same condition. • In doing so, they could potentially minimize the occurrence of ADRs, have improved treatment outcomes, and can save costs by avoiding purchasing extraneous medications. • An example of this can be found in Psychiatry, where patients tend to be receiving more medications then even age-matched non-psychiatric patients. This has been associated with an increased risk of inappropriate prescribing. 7
  • 8. CHALLENGES Several challenges exist that slow the uptake, implementation, and standardization of pharmacogenomics. Some of the concerns raised by physicians include: • Limitation on how to apply the test into clinical practices and treatment; • A general feeling of lack of availability of the test; • The understanding and interpretation of evidence-based research; and Ethical, legal and social issues. Issues surrounding the availability of the test include: • The lack of availability of scientific data: Although there are considerable number of DME involved in the metabolic pathways of drugs, only a fraction have sufficient scientific data to validate their use within a clinical setting; and • Demonstrating the cost-effectiveness of pharmacogenomics: Publications for the pharmacoeconomics of pharmacogenomics are scarce, therefore sufficient evidence does not at this time exist to validate the cost-effectiveness and cost-consequences of the test 8
  • 9. CONTROVERSIES • Some alleles that vary in frequency between specific populations have been shown to be associated with differential responses to specific drugs. The beta blocker atenolol is an anti- hypertensive medication that is shown to more significantly lower the blood pressure of Caucasian patients than African American patients in the United States. This observation suggests that Caucasian and African American populations have different alleles governing oleic acid biochemistry, which react differentially with atenolol. • The FDA approval of the drug BiDil with a label specifying African-Americans with congestive heart failure, produced a storm of controversy over race-based medicine and fears of genetic stereotyping, even though the label for BiDil did not specify any genetic variants but was based on racial self-identification. 9
  • 10. WEB BASED RESOURCES • Cytochrome P450 (CYP) Allele Nomenclature Database http://www.cypalleles.ki.se/ • SuperCYP Bioinformatics Tool http://bioinformatics.charite.de/supercyp • PharmGKB https://www.pharmgkb.org/ • dbSNP database http://www.ncbi.nlm.nih.gov/SNP/ • FINDbase http://www.findbase.org/ 10
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  • 12. REFERENCES • Johnson JA (November 2003). "Pharmacogenetics: potential for individualized drug therapy through genetics.". Trends Genet 19 (11): 660–6. doi:10.1016/j.tig.2003.09.008. PMID 14585618. • "Center for Pharmacogenomics and Individualized Therapy". Retrieved 2014-06-25. • "overview of pharmacogenomics". Up-to-Date. May 16, 2014. Retrieved 2014-06-25. • Sheffield LJ, Phillimore HE (2009). "Clinical use of pharmacogenomic tests in 2009". Clin Biochem Rev 30 (2): 55–65. PMC 2702214. PMID 19565025. • Shin J, Kayser SR, Langaee TY (April 2009). "Pharmacogenetics: from discovery to patient care.". Am J Health Syst Pharm 66 (7): 625–37. doi:10.2146/ajhp080170. PMID 19299369. 12