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Factors Affecting Drug Activity/Toxicity
Age
Sex
Health
Underlying disease status (hepatic/renal function, etc.)
Drug-drug interactions
Inherited differences!
Pharmacogenetics (PGt)
Pharmacology + genetics
Defined as the effect of variations in a single gene on drug therapy
Pharmacogenomics (PGx)
Pharmacology + genomics
Defined as the effect of variations in an entire genome on drug therapy
Traditional Medicine
Treatment is based on a standard regimen
“One dose fits all”
Drug/dose may be based on age, weight, etc.
Adjust dose depending on patient’s response e.g., warfarin
Precision (Personalized) Medicine
Treatment decisions also reflect a person’s unique genetic profile to improve their response to drugs
Goals
The right drug
The right dose
Precision Medicine Benefits to patients
Lower number of meds needed to reach desire therapeutic response
Reduced treatment time
Fewer adverse drug reactions (ADRs)
Reduced effect of disease on the body
Improved health!
precision medecine benefits to industry
Fewer failed drug trials
Reduced time for drug development/approval
Lower costs!
Precision Medicine and the FDA
FDA is responsible for monitoring drug safety
FDA Precision Medicine website
PGx info included in labels of many drugs (can incl. recommendations for dosing, genetic testing, etc.)
Maintains database of drug-gene interactions (includes drugs, genes, phenotypes & description of interactions)
Roles of Pharmacists in Precision Medicine before testing
ID eligible patients for testing
Patient education & informed consent
Obtain authorization for testing from HC provider
Obtain patient samples
Roles of Pharmacists in Precision Medicine after testing
Counsel patients on test results
Consult with HC provider & discuss recommendations
Review PGx results for new meds
Genotype
Individual’s genetic makeup
Phenotype
Observable features
Eye/hair color, height, sex
Certain disease (e.g. cancers)
Drug response, etc.
Transcription
DNA (genotype)→ RNA
Translation
RNA → protein (phenotype)
Changes in DNA
Individual bases (SNP)
Insertions/deletions (Indels)
Copy number variants
GENOTYPE ALTERED
Chnages in protein
Alterations in amino acid seuence increase or decrease…
expression levels
activity
stability
Phenotype may or may not be altered
Mendelian Genetics
One copy of an allele (alternate form of a gene) is inherited from each parent
Both alleles contribute to phenotype in PGx!
Allele
Versions of a gene
e.g., D, E, E*, F, F*
Genotype
Both copies of an allele
( D/D, E/E*, F/F*)
Haplotype
Variants on one chromosome that are inherited together
Nucleic acid bases
Purines- adenine (A), guanine (G)
Pyrimidines- cytosine (C), thymine (T) Uracil (U)
Human genome consists of
3 billion base pairs
99.9% identical!
Genes spread out over 46 chromosomes
Humans are diploid
44 autosomes (22 × 2) + XX (female) or XY (male)
How many genes do humans have?
20 k
Exons (region of a gene)
expressed sequences → coding (determines amino acid sequence)
Introns (region of a gene)
= intervening sequences → non-coding
Promoter (region of a gene)
is non coding
5’-UTR & 3’-UTR=
untranslated regions → non-coding
at beginning (5) and at end (3) of gene
Role of RNA Splicing in Genetics
DNA transcribed to hnRNA (pre-mRNA)
Introns spliced out to produce mRNA (exons left)
Poly A tail added to end of mRNA
mRNA undergoes translation to protein
Alternative RNA Splicing
Exons recombined to form alternative mRNAs during splicing
Multiple proteins from a single gene! (e.g., UGT1A gene)
mRNA Codons (Translation)
64 codons
4 RNA bases used in combos of 3 (UUU, ACU, GUU)
64 codons but translate to only 20 amino acids
Start Codon
AUG
Stop Codon
UAA, UAG, UGA
Genetic Polymorphisms
DNA sequence variation (mutation)that occurs in a population
Types of genetic variants
Single nucleotide polymorphisms (SNPs)
Insertions-deletions (Indels)
Copy number variants (CNVs)
Single Nucleotide Polymorphisms (SNPs)
Most common genetic variant
Est’d to occur every 1,000-1,500 base pairs
SNP (DNA) may alter codon sequence (RNA)
Synonymous SNP
Unaltered amino acid sequence
Non-synonymous SNP
Altered amino acid sequence
Truncated protein - stop codon variant
Wild type (wt)
most common DNA gene sequence in a population
Intronic SNP’s
Base alteration occurs in intron sequence
Copied into hnRNA
Splicing error may occur
Intron may be translated
Protein seq. altered
Promoter SNPs
Base alteration occurs in promoter sequence (start of gene)
Gene transcription may be affected
Protein expression altered
Indels
Insertion or deletion of bases
insertion adds base and pushes over rest of sequence
Deletion removes a base and pulls back rest of sequence
Protein sewuence alteres
CNVs (Gene Duplication)
Multiple copies of a gene are present
e.g. CYP2D6 gene
Protein is overexpressed
CNVs (Gene Deletion)
Section of DNA with gene is deleted
e.g., CYP2D6 gene
No protein expressed!
Genetic Testing info
Unknown genotype may be assigned as “wild- type”
Info is “permanent” in patient’s history
Genetic testing Clinical tests
Ordered by a healthcare provider
Specific medical reason
Response to medication = “pharmacogenomics” testing
Results interpreted by healthcare professional
Genetic testing Direct-to-consumer tests
Ordered by the consumer
Info about responses to medications, disease risk, or ancestry
Okay for decisions about lifestyle choices
Not suited for decisions about medical care alone
FDA Table of Pharmacogenomic Biomarkers
List of drugs with pharmacogenomic info in the drug label
PGx info can be found in Adverse Effects, Clinical Pharmacology, Dosage (may be general or specific) & other sections
May not be up to date
Pharmacogene Variation Consortium
Database for pharmacogene nomenclature (mostly CYPs)
Lists known allelic variations
Provides standard nomenclature
Links to other nomenclature databases (Resources)
ClinGen
Central database of genes and their variant
ClinPGx
comprehensive web resource
Formerly (PharmGKB) and (CPIC) websites
Database with searchable info about how genetic variation affects drug response
Includes therapeutic dosing guidelines for many drugs
National Institutes of Health (NIH) and Stanford University partnership
Pharmacokinetics
effect of body on the drug
Drug metabolizing enzymes
Active transporters
Pharmacodynamics
effect of drug on the body
Receptors
Enzymes
Factors that Affect Clinical Importance of Genetic Polymorphisms
Type of genetic change
E.g., synonymous vs. non-synonymous SNPs, Indels, CNVs
Therapeutic index of a drug
E.g., wide (e.g., statins) vs. narrow (e.g., warfarin)
Effect of metabolism on a drug
Presence of multiple metabolism or elimination pathways
Participation of different metabolic enzymes
In which scenario is a genetic polymorphism more likely to result in a clinically relevant effect?
A narrow therapeutic index drug that is metabolized by a single drug metabolizing enzyme
Star Gene Nomenclature System
Gene names are italicized (convention)
Variants identified by “star” nomenclature
*1 = ref. sequence (usually 1st discovered and/or wild-type)
*2, *3, *5, *9, etc. = variants (could be SNPs, indels, etc.)
*1xN = additional copies (CNVs)
many copies of a gene
Why are narrow therapeutic index drugs important in pharmacogenomics?
Small changes in drug concentration can cause toxicity or treatment failure.
What can genetic polymorphisms do to active transporters?
Change transporter expression, drug transport, specificity, or stability.
Human Genome Variant Society (HGVS) Gene Nomenclature System
Variants identified by type, position and change in gene sequence (c = coding, # = position in gene)
HGVS substitution
c.4375C>T, C in position 4375 of gene replaced by T
HGVS Deletion
c.4375_4379del, bases between position 4375 to 4379 are missing
HGVS insertion
c.4375_4376insACGT, new sequence ACGT inserted between positions 4375 and 4376
HGVS genotype homo vs hetero
c.[2376G>C]; [2376G>C] is a homozygote, c.[2376G>C]; [2376=] is a heterozygote
Active Drugs metabolism
Metabolism usually INACTIVATES them.
If metabolism decreases:
Drug levels ↑
Toxicity risk ↑
Examples
Warfarin
Nortriptyline
Tacrolimus
War No Tac
Prodrugs metabolism
Metabolism ACTIVATES them.
If metabolism decreases:
Active metabolite ↓
Efficacy ↓
Examples
Codeine
Irinotecan
Thiopurines
Cod I Thio
warfarin genes
Genes
CYP2C9
VKORC1
CYP4F2
CYP2C9 (warfarin)
Metabolizes S-warfarin (MOST potent form).
Variants
*2
*3
Effect
↓ CYP2C9 activity
Clinical result
Less warfarin metabolism
More warfarin exposure
Bleeding risk ↑
Dose usually ↓
VKORC1 (warfarin)
Warfarin target enzyme.
Variant
c.-1693G>A
Effect
↓ VKORC1 activity
Clinical result
Increased warfarin sensitivity
Lower dose needed
CYP4F2 (warfarin)
Breaks down vitamin K.
Variant
*3
Effect
↓ CYP4F2 activity
Clinical result
More vitamin K available
More clotting tendency
Higher warfarin dose may be needed
CODEINE
Gene
CYP2D6
Important concept
Codeine is a PRODRUG.
CYP2D6 converts:
Codeine → Morphine
codeine poor metabolizers CYP2D6
Examples:
4/4
Effect
Little morphine formed
Poor pain control
Recommendation
Avoid codeine
Ultrarapid Metabolizers (UM)
(codeine)
Examples:
1/1xN CVP
Effect
Too much morphine formed
Toxicity risk ↑
Recommendation
Avoid codeine
Intermediate Metabolizers (IM) (codeine)
Reduced morphine formation
Monitor patient
normal + 1 low or no function (e.g. *1/*4)
Extensive (EM) Codeine
~77-92% patients
2 normal function alleles (e.g. *1/*1)
Full CYP2D6
Full Morphine
Dose As Recommended
NORTRIPTYLINE gene
Gene
CYP2D6 metabolized
Important concept
Nortriptyline is ACTIVE.
Reduced CYP2D6 activity
Drug levels ↑
Toxicity risk ↑
Increased CYP2D6 activity
Drug levels ↓
Reduced efficacy
TACROLIMUS gene
Gene
CYP3A5
Important concept
Tacrolimus is inactivated by CYP3A5.
CYP3A5*1 (tacro)
Functional enzyme present.
Effect
More tacrolimus metabolism
Lower drug levels
Clinical result
Higher dose needed
CYP3A5*3/*3 (tacro)
No functional enzyme.
Effect
Less metabolism
Higher tacrolimus levels
Clinical result
Standard/lower dosing
ethanol genes
Genes
ADH1B
ALDH2
ADH1B (ethanol)
Converts:
Ethanol → Acetaldehyde
ADH1B*2
Higher enzyme activity
Result
Faster acetaldehyde buildup
More unpleasant effects
Lower alcoholism risk
ALDH2 (ethanol)
Inactive enzyme
Result
Acetaldehyde accumulates
Facial flushing
Nausea/vomiting
Tachycardia
IRINOTECAN gene
Gene
UGT1A1
Important concept
Irinotecan is a PRODRUG.
Active metabolite:
SN-38
UGT1A1 inactivates SN-38.
UGT1A1*28 (Irinotecan)
Effect
↓ UGT1A1 activity
Result
Less SN-38 breakdown
Toxicity ↑
Toxicities
Diarrhea
Neutropenia
Clinical result
Dose reduction may be needed
THIOPURINES (6-MP) gene
Gene
TPMT
Important concept
TPMT INACTIVATES thiopurines.
TPMT variants (THIOPURINES)
*2
*3A
*3C
Effect
↓ TPMT activity
Result
More active metabolites
Severe bone marrow suppression risk
Clinical result
Major dose reduction needed
STATINS gene/transporter
Gene/Transporter
SLCO1B1
Important concept
SLCO1B1 transports statins into liver.
SLCO1B1 variants ( Statins)
Variant
c.521T>C
Effect
↓ Transport into hepatocytes
Result
Plasma statin levels ↑
Myopathy risk ↑
Strongest evidence
Simvastatin
GPCR POLYMORPHISMS
Variants may alter receptor response.
ADRB1 variants (GPCR)
Affect beta-blockers:
Metoprolol
Atenolol
Bisoprolol
Result
Altered antihypertensive response
ADRB2 variants (GPCR)
Affect long-acting beta agonists.
Result
↑ Asthma exacerbations
OPM1 variants (GPCR)
Affect opioids like buprenorphine.
Result
↓ Drug efficacy
Metabolism of Small vs large drugs
Small
Phase I & II metabolism
Oxidation (e.g., CYPs)
Glucuronidation, etc.
Large
Proteolysis
Proteolysis
Definition- degradation of a peptide drug or mAb into smaller fragments
Enzymes (peptidases/proteases) widespread in body
May be selective or non-selective
Involves stepwise hydrolysis of peptide bonds → add water
→ bond breaks
Metabolism of IgG/mAbs
IgG/mAb is taken up by endocytosis
IgG/mAb transferred to endosome
May bind to FcRn
“Sorting” occurs
Involves FcRn binding
Unbound IgG/mAb sent to
lysosome→ proteolysis
Lysosomes
Intracellular organelles
Multiple cellular functions
Contain 50+ “digestive” enzymes
Degrade peptide/proteins (via proteolysis), lipids polysaccharides, etc.
Active at acidic pHs
What is Ethics?
Ethics is a generic term for various ways of understanding and examining the moral life. (Beauchamp and Childress, 1979)
○ Morality refers to norms about right and wrong human conduct that are so widely shared that they form a stable (although usually incomplete) social consensus.
○ Morality, as a social institution, encompasses many standards of conduct, including moral principles, rules, rights, and virtues.
Ethical Principles
● Autonomy
● Beneficence
● Justice
● Non-maleficence
Autonomy
Self-rule free from
■ controlling interference by others and
■ limitations, such as inadequate understanding.
The autonomous individual acts freely in accordance with a self-chosen plan
Two conditions required for autonomy to exist:
■ Liberty (independence from controlling influences) and
■ Agency (capacity for intentional action)
Beneficence
principle that refers to a moral obligation to act for the benefit of others
Justice
Justice is fair, equitable, and appropriate treatment
considering what is due or owed to persons
Distributive justice
refers to distribution of all rights and responsibilities in society
Criminal justice
which refers to the just infliction of punishment