Pharmacogenomics
Study of differences between individuals in how they respond to drugs due to allelic variation in genes affecting drug metabolism, efficacy, and toxicity
Pharmacokinetics Variations
the body absorbs, transports, metabolizes, or excretes or their metabolites
Pharmacodynamics Variations
differences in the way the body responds to a drug
Cytochrome P-450
CYP450 has 56 functional enzymes, different alleles of genes → in absent, decreased, or increased enzyme activity → normal, poor, or ultrafast metabolism
ADRs
adverse drug reactions; one of the top 5 leading causes of death/illness. results in over 100k deaths
Pharmacogenetics
the study of genetic influences on an individual’s response to drugs
Are ADRs (Adverse Drug Reactions) preventable?
Yes; at leat 60% (as of 2008)
Three types of metabolizers
Poor
Normal (Extensive)
Ultrafast
Poor metabolizer
accumulates drug to toxic levels; overdosing of medication
Normal (extensive) metabolizer
reaches steady-state levels within the therapeutic range (no change)
Ultrafast metabolizer
fails to maintain serum levels within the therapeutic range; underdosing of medication
What test can identify the extensive and poor metabolizer phenotype?
Urinary Metabolic Ratio
What is a urinary metabolic ratio?
a simple test that, after the administration of a probe drug, can identify the extensive metabolizer and the poor metabolizer phenotype
How can genetic alterations impact drug metabolism?
mutations, deletions, or insertions → loss or gain of function in the biochemical systems that metabolize the drug
EX)
Gene deletion → decrease in enzyme activity → higher concentration doses and/or during a greater length of time (top) → side effects.
Gene duplications and gain-of-function polymorphisms → increase the enzymatic activity → lower active drug concentration ➔ no effect.
Metabolizer Abbreviations: PM, IM, EM, UM
Poor Metabolizer, Intermediate Metabolizer (normal), Extensive Metabolizer (normal), Ultrarapid Metabolizer
CYP2D6
Acts on 25% of all prescription drugs;
- 7-14% of people with a slow-acting form
- 7% are a super-fact acting form
- 35% are carriers of a
non-functional
allele
Goals of Pharmacogenetics
- Maximize drug efficacy
- Enhance drug safety
- Reduce drug toxicity
- Provide hope to develop more efficient treatment strategies
- Personalized Therapy
Overall Advantage of Pharmacogenetics and Genetics Approach
Personal genomics is as the means to move from one-size-fits-all to a more individualized approach (precision medicine) to healthcare
Advantages of Pharmacogenetics and Genetics Approach
- DNA samples for genotyping or sequencing can be obtained from not only blood samples, but also saliva
- A patient's genotype or sequence needs only to be measured once per lifetime
- Rapidly decreasing costs of assays
Gaps between Knowledge and Clinical Applications
Gaps: limitations on genetic test use, implementation of new testing programs, appropriately interpreting genomic information, educating health care providers
Introduction of personal genomics into clinical practice
has
been slow
Clinicians: lack of knowledge and self-confidence to make recommendations based on genomics and pharmacogenetic test results (McCullough et al., 2011)
Solutions
Education: at least a 4-8 hr pharmacogenomics course as part of the
education curriculum for medical students,
pharmacists (Daly
2014); We should provide continuing education on genomic medicine for
healthcare providers and offer decision support to our personal genomics
Translational research: the more clinical validity, the more evidence to provide a test with a clear clinical purpose, therefore improve clinical care
Genetic Epidemiology
how genotypes and environmental factors interact to increase or decrease susceptibility to disease
Relative Risk Ratio (RRR)

[a/ (a + b)] / [c/(c + d)] = RRR
[(affected + present) / total] / [(affected + absent) / total] = RRR
Mapping Human Disease Genes by
Association (Population Based)
- Does not depend upon Mendelian
inheritance pattern - An allele at a locus at increased or decreased frequency in affected compared with controls known as a disease association
Odds Ratio (OR)
calculates association between disease and genotype
Odds Ratio Equation

not rlly necessary to know
Relative Ratio (RR)
for cross-sectional or cohort study
the further RR or OR diverges from 1...
the greater is the effect of the genetic variant on the association
OR vs RR
OR is for a case-control study; RR is for a cross-section or cohort study