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Introduction to
Pharmacology
Prepared by:
Abraham Daniel C. Cruz, MD, MS Pharmacology (cand.)
Objectives
• By the end of this lecture, the student should be able to:
• Define pharmacology, medical pharmacology and toxicology
• Describe the history of pharmacology
• Explain the basic principles of pharmacogenetics and its clinical
applications
• Describe the different steps in drug development
• Acquire an overview of basic pharmacodynamic and
pharmacokinetic principles
What is Pharmacology?
HISTORY OF PHARMACOLOGY
PREHISTORY
- Egypt, China, India 
recognize beneficial and toxic
effects from plant and animals
- most were worthless and
harmful
END OF 17TH CENTURY
- Observations & experiments
- Development of materia medica
- lack of methods of purifying
active agents and testing
hypothesis on MOA
LATE 18th & 19th CENTURY
- Francois Magendie and Claude
Bernard develop methods for
experimental pharmacology
and physiology
1940s & 50s
- Introduction of rational
therapeutics and controlled
clinical trial
LAST 30 - 50 YEARS
- receptor pharmacology
- molecular MOA
- orphan receptors
- pharmacogenomics
Basic Principle 1
Basic Principle 2
Good Evidence  Good Medicine
Pharmacology and Genetics
Definitions
• Pharmacogenetics
• Genetic differences in metabolic pathways which can affect
individual responses to drugs (therapeutic AND adverse effects)
• Pharmacogenomics
• the technology that analyses how genetic makeup affects an
individual's response to drugs
• deals with the influence of genetic variation on drug response in
patients by correlating gene expression or single-nucleotide
polymorphisms with a drug's efficacy or toxicity
Heredity
Hardy Weinberg Law
Harnessing the Power of Pharmacogenetics
Adapted from:
Irma R. Makalinao MD FPPS FPSCOT
Professor of Pharmacology and Toxicology
UP College of Medicine
Terminology of Mendelian Genetics
• Parental,F1, and F2
• Dominant and recessive
• Phenotype and genotype
• Monohybrid cross
Mendel’s Results
•Principle of Dominance: One form of a
hereditary trait dominates or prevents the
expression of the recessive trait
•Dominant: trait that is expressed in the F1
generation
•Recessive: Trait that is not expressed in the
F1 generation
Mendel’s Hypothesis
• For every trait there must be a pair of factors- one maternal,
one paternal  These factors are called genes
• Dominant represented by a capital
• Recessive represented by lower case
• Gene Segregation: genes segregate when gametes are
formed
• Genetic polymorphism
• Hereditary variations in which sharply distinct qualities
coexist along side each other in a population
• May refer to genetic loci in which the variants occur with a
frequency of 1-2%
• Twin studies
• Family studies
• Enables the investigator to discriminate:
1. various modes of genetic transmission
2. Dominance – recessivity relationships that characterize
expression of the trait
Genetic Profile of Human Drug Response
Estimating Heritability from Twin Studies
• Technique of using twin studies was originally devised
by Francis Galton during the 19th century
• Index of Heritability (Holzinger index)
• If H>1 phenotypic variation due to heredity
• If H =0 attributable to environment
Twin Studies in Pharmacogenetics
• Acetylation polymorphism among the first one studied
• Studied first in the German population
• Japanese study showed good correlation (r=0.95) among
identical twin, among fraternal twins (r=0.25)
• Concept of concordance vs. discordance
• Relative importance of heredity and environment to
more complicated pharmacological phenomena can also
be better appreciated from a twin study
• Value of data from identical and fraternal twins
Urinary elimination of INH
Identical Twins Fraternal Twin
Sex INH Eliminated Sex INH Eliminated
M
M
8.8
8.3
F
F
12.1
13.7
F
F
26.0
25.2
F
F
10.9
4.6
M
M
11.8
12.4
M
M
11.0
8.5
F
F
12.2
11.5
F
F
3.9
15.2
F
F
4.1
4.4
M
M
10.5
15.6
Basic Patterns of Inheritance
• Autosomal Dominant
• Autosomal Recessive
• X-linked
• G6PD deficieny
• Pyridoxine senstitive anemia
• Vasopressin resistance
• Mitochondrial inheritance
• Aminoglycoside induced deafness
• Predominantly maternally inherited
Hardy-Weinberg Law
• Developed in 1908
• algebraic formula to estimate the frequency of a dominant or recessive
gene in a population based on the frequency with which the trait or
condition is found in that population
p2 + 2pq + q2 = 1
• p2 = frequency of homozygous dominant population
• 2pq = frequency of heterozygous population
• q2 = frequency of homozygous recessive population
• p = frequency of the dominant allele in a population
• q = frequency of the recessive allele in the population, and
• p + q = 1
Population studies
Population studies
Rx +  = 
Rx +  = 
Rx +  = 
Imagine
being able to
walk into your doctor’s office
and present
a “smart card” encoded either with the
sequence of your genome itself
or with an access
code granting permission to log on to a secure
database
containing your genomic information.
Pharmacogenomics significantly impacts this
development model by identifying people whose
genetic profiles or "bar codes" predict that they are
inappropriate for a given medication, whether due to
poor efficacy and/or adverse side effects.
Pharmacogenomics
“Drugs by Design?”
“In the very near future, primary care
physicians will routinely perform
genetic tests before writing a
prescription because (they will) want to
identify the poor responders.”
F. Collins
(AAFP Annual Meeting, 1998)
Environmental Health Perspectives • VOLUME 111 | NUMBER 11 | August 2003
The Benefits of Personalized Medicine
Experts believe that minimizing adverse
drug reactions are likely to be the first
area in which Pharmacogenomics will
benefit patients
Anticipated Benefits of Pharmacogenomics
• More Powerful Medicines
• drugs based on the proteins, enzymes, and RNA molecules associated with genes
and diseases.
• facilitate drug discovery and allow drug makers to produce a therapy more
targeted to specific diseases.
• maximize therapeutic effects and decrease damage to nearby healthy cells
Anticipated Benefits of Pharmacogenomics
• More Accurate Methods of Determining Appropriate Drug Dosage
• Current methods
• of based on weight and age  replaced with dosages based on a person's genetics
• maximize value of therapy's value and decrease the likelihood of overdose
Anticipated Benefits of Pharmacogenomics
• Better Vaccines
• Vaccines made of genetic material, either DNA or RNA, promise all
the benefits of existing vaccines without all the risks.
• activate the immune system without causing infections.
• inexpensive, stable, easy to store, and capable of being
engineered to carry
• several strains of a pathogen at once
Anticipated Benefits of Pharmacogenomics
• Better and safer medications the first time
• Instead of the standard trial-and-error method  prescribe the best available drug
therapy from the beginning
• take guesswork out of finding the right drug
• speed recovery time
• increase safety as the likelihood of adverse reactions is eliminated
Anticipated benefits of Pharmacogenomics
• Decrease in the Overall Cost of Health Care
• Decreases in:
• ADRs
• failed drug trials
• time to get a drug approved
• time patients are on medication
• medications patients must take to find an effective therapy
• effects of a disease on the body (through early detection)
• An increase in the range of possible drug targets will promote a net decrease in
the cost of health care
GENETIC
POLYMORPHISMS
Pharmacokinetic Pharmacodynamic
•Transporters
•Plasma protein binding
•Metabolism
•Receptors
•Ion channels
•Enzymes
•Immune molecules
Genetic Polymorphisms of Drug Metabolizing Enzymes are
significant if:
• The enzyme changes the
way the drug is metabolized
in the human body
(quantitative disposition)
• Active metabolites are
formed
Genetic Polymorphisms of Drug Metabolizing Enzymes are significant if:
• Therapeutic index is narrow and the risk for
toxicity is high with small changes in the
concentration
(Ex. Phenytoin)
• There are significant interactions with other
drugs, food or disease
From: Evans WE, Relling MV. Pharmacogenomics: Translating functional genomics
into rational therapeutics. Science 286:487-491, 1999.
Genetic polymorphisms in human drug
metabolizing enzymes
Succinylcholine Induced Paralysis
N-acetyltransferase Polymorphism
• Acetylation polymorphism of Isoniaizd was first
discovered in 1950s
• Trait and mode of inheritance correlated with adverse
reactions
Inherited Variations in
Pharmacodynamics
Warfarin Resistance
• Discontinuous variation in response to warfarin
• Resistance to anticoagulation
• Present theory:
• Decreased sensitivity of liver enzyme or receptor sites to
anticoagulants
• Increased sensitivity to Vitamin K1
INDEX CASE: HM, 73 year old male with MI
Warfarin dose: 145 mg/day as maintenance dose
Vitamin K1: 1/2 mg to increase prothrombin
time to 25-43% activity
G6PD Deficiency Drug-induced Hemolysis
• X-linked trait affecting nearly 400 M people
• Predisposes an individual to hemolytic anemia induced by a specific
drug
• G6PD catalyzes the first step in HMP oxidation pathway of carbohydrate
metabolism leading to the oxidation of NADP to NADPH
• NADPH needed by to maintain reduced GSH
INDEX CASE:
Among Blacks who developed hemolytic anemia after
treatment with PRIMAQUINE an antimalarial
Drugs and other agents causing clinically significant hemolysis in
G6PD deficiency
Acetanilid
Phenylbutazone
Sulfanilamide
Sulfacetamide
Sulfapyridine
Sulfamethoxazole
Thiazolesulfone
Diaminodiphenylsulfone
Trinitrotoluene
Nitrofurazone
Nitrofurantoin
Furazolidone
Furaltoldone
Pamaquine
Primaquine
Pentaquine
Naphthalene
Fava beans
Inherited Variations in Pharmacodynamics
Condition Abnormal
Enzyme
Inheritance
Frequency
Drugs
Inability to
taste
phenylthiourea
Unknown Autosomal
recessive
Approx.
30% of
Caucasians
Drugs containing N-
C-S group
Phenylthiourmethyl
Propylthiouracil
Glaucoma due
to abnormal
intraocular
pressure to
steroids
Unknown Autosomal
recessive
Approx. 5%
of USA
population
Corticosteroids
Inherited Variations in Pharmacodynamics
Condition Abnormal
Enzyme
Inheritance
Frequency
Drugs
Malignant
Hyperthermia
with muscular
rigidity
Unknown  Autosomal
dominant
 Approx. 1 in 20000
anesthetized patients
 Halothane
 Other
general
anesthetics
Methemoglobin
Reductase
deficiency
Methemo-
globin
Reductase
 Autosomal recessive
 Heterozygous
(HZG) carriers
affected
 Approx. 1 in 100
HZG carriers
Many
different
drugs
Specific Applications of
Pharmacogenetics
Personalizing cancer chemotherapy
• Thioupurine S-methyltransferase (TPMT)
• essential for the metabolism of thiopurine medications used to
treat acute lymphoblastic leukemia (ALL)  most common form of childhood
cancer
Application of pharmacogenetics to cancer therapy
• There is now a commercially available diagnostic test measuring a
patient’s ability to produce the metabolic enzyme thiopurine S-
methyltransferase (TPMT)
TPMT deficiency screening
• Genetic testing gives clinicians the ability to classify ALL patients
according their TPMT genotype, which allows for optimized
dosing.
Why do you need to screen?
• Doses in patients with alleles rendering them deficient in TPMT
(who are thus less tolerant of thiopurine medications) are reduced
by as much as 95%.
Cytochrome p450 enzymes
Ecogenetics and cancer
• Genetic differences in the metabolic activation or detoxification of
carcinogenic chemicals as determinants or risk
• Increased risk of cancer associated with the following polymorphism
• CYP (2A1, 1A2, 2E1)
• Gluthathione transferases (GSMT1, GSTT1)
• Epoxide hydrolase
• NAT2
Neurotoxicology, 21(1-2) 2000
Issues related to ecogenetic research
• Functional significance of the polymorphism
• Interaction/combination of susceptibility genotypes
• Increased risk of Lung cancer (Hayashi et al)
• CYP 1A1 Val/Val genotype = 2.0
• GSTM (-) = 1.44
• CYP + GSTM = 5.58
• Ethical, legal, social issues surrounding studies of susceptible
individuals
Environmental Genome Project
• The mission of the EGP is to improve understanding of
human genetic susceptibility to environmental exposures
The power of pharmacogenetics
• These new tools must be used for the purposes of identifying and
controlling harmful exposures rather than to exclude the genetically
predisposed
(Eaton et al 1998)
DRUG DEVELOPMENT
Drug Development and Evaluation
• Possible therapeutic value  drug development
• DOH-BFAD  FDA
• Ensure safety and reliability
• Must undergo pre-clinical trials and clinical
trials (phase I, II, III)
Drug Development and Evaluation
Pre -clinical
Pre-Clinical Trials
 In vitro and animal studies
 Purpose
 Evaluate toxicity
 Determine presumed effects
 Reasons for dropping
 Lack therapeutic activity
 Toxic to living animals
 Teratogenic (adverse effect on fetus)
 Small or narrow margin of safety
Phase I
 20-50 HEALTHY volunteers (young men)
 Clinical investigators evaluate:
 Safety (adverse effects)
 Pharmacokinetics
 Therapeutic effects (?)
 Reasons for dropping
 Lack therapeutic effect
 Unacceptable adverse effects
 Highly teratogenic
 Too toxic
Phase II
 20 – 300 subjects; patients WITH DISEASE
 Evaluate
 Efficacy – does it work?
 Safety
 Reasons for dropping
 Less effective than anticipated
 Too toxic, unacceptable adverse effect
 Low benefit-t0-risk ratio
 No more effective than other available drugs
Phase III
• Randomized, controlled multicenter trials
• Double blind
• Large patient groups (300 – 3000)
• Patients WITH DISEASE
• Usually compared with “gold standard” and placebo
• Most expensive, time consuming, difficult trials to design and run
Phase IV
• Post marketing surveillance
• Pharmacovigilance
• Detect any rare or long term adverse effects
• Report any untoward or unexpected adverse effect not seen during
pre-clinical and phases I – III
• After prolonged use and wide distribution
• Risk of malignancy
• Thrombotic events
• Idiosyncratic side effects in special populations
Drug Development and Evaluation
Drugs Withdrawn from the Market
• Troglitazone (Rezulin) – liver failure
• Rofecoxib (Vioxx) – thrombotic events
• Dexfenfluramine (Redux)– cardiotoxicity
Further Drug Classification
• Pregnancy Category
• A, B, C, D, X
• Controlled drugs
• Closely monitored by the Dangerous Drugs Board of the DOH
• Need S-2 license
• Prescription in triplicate
FDA Pregnancy Categories
• A- Adequate studies in pregnant , no risk
• B- Animal studies no fetal risk, but human not adequate
OR Animal toxicity but human studies no risk
• C- Animal studies show toxicity, human studies inadequate
but benefit of use may exceed risk
• D- Evidence of human risk, but benefits outweigh risks
• X- Fetal abnormalities in humans, risk greater than benefit
GENERAL PRINCIPLES IN
PHARMACOLOGY
Nature of Drugs
• Drug - any substance that brings about a change in biologic
function through its chemical action
• interacts as a (pharmacologic) agonist (activator) or
antagonist (inhibitor) with a specific molecule in the biologic
system that plays a regulatory role (receptor)
• Chemical antagonists - interact directly with other drugs
• Osmotic agents - interact almost exclusively with water
molecules; concept of receptor pharmacology does not
apply.
Sources of Drugs
Source Example Generic/Trade Name Classification
Plants Cinchona bark
Purple Foxglove
Poppy Plant
Quinidine
Digitalis
Morphine
Codeine
Anti-arrhythmic
Inotrope
Analgesic
Analgesic, Antitussive
Minerals Magnesium
Zinc
Gold
Milk of Magnesia
Zinc Oxide Ointment
Aurafonin
Antacid, Laxative
Suncreen, Skin Protectant
Anti-inflammatory; used
in RA
Animals Pancreas (Cow,
Pig)
Stomach (Cow,
Pig)
Thyroid Gland
Insulin
Pepsin
Thyroid, USP
Antidiabetes
Digestion
Hormone
Synthetic Meperidine
Diphenoxylate
Co-trimoxazole
Demerol
Lomotil
Bactrim, Septa
Analgesic
Antidiarrheal
Anti-infective
Nature of Drugs
• Poisons - drugs that have almost exclusively harmful effects
• Paracelsus (1493–1541) - "the dose makes the poison"  any
substance can be harmful if taken in the wrong dosage
• Toxins - poisons of biologic origin (from plants or animals);
different from inorganic poisons (heavy metals)
• Requirements for drug – receptor interaction
• Appropriate size, electrical charge, shape, and atomic composition
• Permeation - Can be transported from its site of administration to its site of
action  absorption and distribution
• Appropriate duration of action  inactivation or excretion
Physical Nature of Drugs
• State at room temperature - determines best route of
administration
• solid (aspirin, atropine); liquid (nicotine, ethanol); gas (nitrous
oxide)
Organic drugs
• carbohydrates, proteins, lipids, and their constituents
• weak acids or bases  implications on kinetics and
compartmentalization (ion trapping)
Inorganic drugs
• lithium, iron, and heavy metals
Drug Size
• 100 – 1000 MW  range of molecular weight of most
drugs
• 100 – lower limit; minimum molecular weight of drug
to achieve selective binding
• upper limit – determined by the need of the of the
drug to traverse membranes
• drugs larger than 1000 MW do not diffuse readily diffuse between
compartments of the body
• implication – very large drugs (proteins) must be administered
directly in their site of drug action
Drug Reactivity and Drug-Receptor Bonds
BOND TYPE MECHANISM BOND STRENGTH
van der Waals Shifting electron density in areas of a molecule, or in a molecule as a
whole, results in the generation of transient positive or negative charges.
These areas interact with transient areas of opposite charge on another
molecule.
+
Hydrogen Hydrogen atoms bound to nitrogen or oxygen become more positively
polarized, allowing them to bond to more negatively polarized atoms such
as oxygen, nitrogen, or sulfur.
++
Ionic Atoms with an excess of electrons (imparting an overall negative charge
on the atom) are attracted to atoms with a deficiency of electrons
(imparting an overall positive charge on the atom).
+++
Covalent Two bonding atoms share electrons. ++++
• DRUG SHAPE
• Chirality – molecule has a non-superposable mirror image
• chiral center (asymmetric carbon)  S)(-) isomer - “left-oriented” or
(R)(+) isomer – “right-oriented” per chiral center
• Implications: potency, toxicity, metabolism
• most drugs are administered as racemic mixtures (50% or more is less
active, inactive, or actively toxic)
• RATIONAL DRUG DESIGN
• based on SARs and info about receptors
• computer models + Human Genome Project
• RECEPTOR NOMENCLATURE
• IUPHAR Committee on Receptor Nomenclature and Drug
Classification
DRUG-BODY INTERACTIONS
Pharmacodynamics and Pharmacokinetics
Pharmacodynamics
1. Drug (D) + receptor-effector (R)  D-R-effector complex 
effect
2. D + R  D-R complex  effector molecule  effect
3. D + R  D-R complex  activation of coupling molecule 
effector molecule  effect
4. Inhibition of metabolism of endogenous activator 
increased activator  increased effect
*effector may be part of the receptor molecule or may be a
separate molecule
Types of Drug-Receptor Interactions
Drugs That Inhibit Their Binding Molecules
• “indirect agonist” - mimic agonists by
inhibiting molecules responsible for
terminating the action of an endogenous
agonist
• amplify effects of physiologically released
agonists
• effects are more selective and less toxic than
those of exogenous agonists
Agonists, Partial Agonists, Inverse Agonists
• Receptor status
• Ri - inactive, nonfunctional
• Ra - activated
• constitutive activity  (-) agonist; some of the
receptors are activated; produce same
physiologic effect as agonist-induced activity
• Agonists - ↑ affinity to Ra = ↑ effect
• full agonists vs. partial agonists
• Antagonists – Ri = Ra  blocks access of agonists to
receptor  prevent usual agonist effect  no
change
• Inverse agonists - ↑ affinity to Ri = produce
opposite effects when compared with agonists
Receptors and Inert Binding Sites
Receptor
• Selective in “choosing” ligands
to bind  avoid constant
activation of the receptor by
many different ligands
• Function changes upon ligand
binding  alters biologic system
 pharmacologic effect
Inert Binding Site
• ex. Albumin
• bind drugs but (-) regulatory
function  no detectable change
• Significant in pharmacokinetics
• Distribution
• Bioavailability
Pharmacokinetics
• drug should reach its site of action; scenarios:
• Drug is active, lipid soluble, stable  given as such
• Prodrug  absorbed and distributed  converted to the active drug by
metabolic processes
• Apply drug directly to target tissue
• (most common) administer drug in one compartment  move to site of
action in another compartment; requires:
• Permeation – perfusion-rate limited versus permeability-rate limited
• absorption
• distribution
• Elimination
• metabolic inactivation
• excretion
Permeation
• Aqueous diffusion
• Through aqueous pores
• Not present in some tissues
• Driven by concentration gradient
• Does not occur if drug is protein-bound
• Lipid diffusion
• Most important factor for drug
permeation
• lipid: aqueous partition coefficient
• for weak acids and bases
• Charged molecules attract water
• Dissociation depends on pH of medium and
pKa of drug
• Henderson-Hasselbalch equation –
determines ratio of lipid-soluble form to
water-soluble form
• Special carriers
• peptides, amino acids, and glucose
• via active transport or facilitated
diffusion
• selective, saturable, and inhibitable
• Endocytosis
• Vit B12
• Iron
• Exocytosis
• Neurotransmitters
• Thyroid hormones
Permeation, Blood Flow, and Protein Binding
Perfusion-Rate Limitation
• Membrane offers no resistance
• Drug in the blood leaving the
tissue is in equilibrium with that
of the tissue  blood and tissue
viewed as one  equilibrium
achieved instantaneously
• Alteration in protein content is
NOT expected to affect rate of
transport at a given
concentration
Permeability-Rate Limitation
• Membrane resistance to drug
movement is high
• Movement is slow and
insensitive to changes in
perfusion  equilibrium is not
achieved by the time the blood
leaves tissue  view blood and
tissue as separate
• Altered protein-binding
influences rate of transport by
affecting unbound concentration
Fick’s Law of Diffusion
• Where:
• C1 = higher concentration
• C2 = lower concentration
• Area = cross-sectional area of the diffusion path
• Permeability coefficient = measure of the mobility of the drug molecules in the
medium of the diffusion path
• thickness = length of the diffusion path
• lipid diffusion
• lipid: aqueous partition coefficient - major determinant of drug mobility
Ionization of Weak Acids and Bases
• Many drugs are weak acids or bases
• ionized molecules attract water dipoles  polar, relatively water –
soluble, lipid – insoluble complex
• lipid diffusion depends on relatively high lipid solubility  drug
ionization may markedly reduce the ability to permeate membranes
Henderson-Hasselbach Equation
Weak Acid Weak Base
• REMEMBER:
• neutral  uncharged/unionized/non-polar  more lipid soluble
• law of mass action  reactions move to the:
• left in an acid environment (low pH, excess protons available)
• right in an alkaline environment
• the lower the pH relative to the pKa , the greater will be the fraction of drug in the protonated form
unprotonatedprotonated
Ion Trapping
Weak Bases
APPLICATIONS
Case
• A 12 year old child has bacterial pharyngitis and is to receive an oral
antibiotic. Ampicillin is a weak organic acid with a pKa of 2.5. What
percentage of a given dose will be in the lipid soluble form in the
duodenum at a pH of 4.5?
• A. about 1%
• B. about 10%
• C. about 50%
• D. about 90%
• E. about 99%
Case
• A 12 year old child has bacterial pharyngitis and is to receive an oral
antibiotic. Ampicillin is a weak organic acid with a pKa of 2.5. What
percentage of a given dose will be in the lipid soluble form in the
duodenum at a pH of 4.5?
• A. about 1%
• B. about 10%
• C. about 50%
• D. about 90%
• E. about 99%
Explanation
• Ampicillin is an acid, so it is more ionized in an alkaline pH and less
ionized in an acidic pH. The Henderson-Hasselbach equation predicts
that the ratio changes from 50/50 at the pH equal to the pKa, to 1/10
(protonated/unprotonated) at 1 pH unit more alkaline than the pKa,
and 1/100 at 2 pH units more alkaline. For acids, the protonated form
is the non-ionized, more lipid-soluble form
Computation
• log (protonated/unprotonated) = pKa - pH
• substituting the values, we get log (protonated/unprotonated) = 2.5 -
4.5
• log (protonated/unprotonated) = -2
• to get the actual value of (protonated/unprotonated), you need a
scientific calculator and get the antilog of -2
• if u remember a little bit of calculus, the antilog of -2 is also equal to
10 raised to the exponent of -2
• 10 raised to the exponent of -2 is equal to .01
• .01 = 1/100 = 1%
Drug Groups
• one or more prototype drugs can be identified that typify
the most important characteristics of the group
• Study in detail
• permits classification of other drugs as variants
• study differences from prototype
Sources of Information
• Pharmacology: Examination and Board Review, by Trevor, Katzung, and Masters (McGraw-Hill,
2010)
• USMLE Road Map: Pharmacology, by Katzung and Trevor (McGraw-Hill, 2006)
• references at the end of each chapter of Katzung
• Periodicals/journals
• The New England Journal of Medicine
• The Medical Letter on Drugs and Therapeutics
• Drugs
• Physicians’ Desk Reference
• Package inserts
• Micromedex
• Drug Interactions: Analysis and Management
• US and Philippine FDA
THANK YOU!!!

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Introduction to Pharmacology

  • 1. Introduction to Pharmacology Prepared by: Abraham Daniel C. Cruz, MD, MS Pharmacology (cand.)
  • 2. Objectives • By the end of this lecture, the student should be able to: • Define pharmacology, medical pharmacology and toxicology • Describe the history of pharmacology • Explain the basic principles of pharmacogenetics and its clinical applications • Describe the different steps in drug development • Acquire an overview of basic pharmacodynamic and pharmacokinetic principles
  • 4.
  • 5. HISTORY OF PHARMACOLOGY PREHISTORY - Egypt, China, India  recognize beneficial and toxic effects from plant and animals - most were worthless and harmful END OF 17TH CENTURY - Observations & experiments - Development of materia medica - lack of methods of purifying active agents and testing hypothesis on MOA LATE 18th & 19th CENTURY - Francois Magendie and Claude Bernard develop methods for experimental pharmacology and physiology 1940s & 50s - Introduction of rational therapeutics and controlled clinical trial LAST 30 - 50 YEARS - receptor pharmacology - molecular MOA - orphan receptors - pharmacogenomics
  • 7. Basic Principle 2 Good Evidence  Good Medicine
  • 9. Definitions • Pharmacogenetics • Genetic differences in metabolic pathways which can affect individual responses to drugs (therapeutic AND adverse effects) • Pharmacogenomics • the technology that analyses how genetic makeup affects an individual's response to drugs • deals with the influence of genetic variation on drug response in patients by correlating gene expression or single-nucleotide polymorphisms with a drug's efficacy or toxicity
  • 10. Heredity Hardy Weinberg Law Harnessing the Power of Pharmacogenetics Adapted from: Irma R. Makalinao MD FPPS FPSCOT Professor of Pharmacology and Toxicology UP College of Medicine
  • 11. Terminology of Mendelian Genetics • Parental,F1, and F2 • Dominant and recessive • Phenotype and genotype • Monohybrid cross
  • 12.
  • 13.
  • 14. Mendel’s Results •Principle of Dominance: One form of a hereditary trait dominates or prevents the expression of the recessive trait •Dominant: trait that is expressed in the F1 generation •Recessive: Trait that is not expressed in the F1 generation
  • 15. Mendel’s Hypothesis • For every trait there must be a pair of factors- one maternal, one paternal  These factors are called genes • Dominant represented by a capital • Recessive represented by lower case • Gene Segregation: genes segregate when gametes are formed
  • 16.
  • 17.
  • 18.
  • 19.
  • 20. • Genetic polymorphism • Hereditary variations in which sharply distinct qualities coexist along side each other in a population • May refer to genetic loci in which the variants occur with a frequency of 1-2% • Twin studies • Family studies • Enables the investigator to discriminate: 1. various modes of genetic transmission 2. Dominance – recessivity relationships that characterize expression of the trait Genetic Profile of Human Drug Response
  • 21. Estimating Heritability from Twin Studies • Technique of using twin studies was originally devised by Francis Galton during the 19th century • Index of Heritability (Holzinger index) • If H>1 phenotypic variation due to heredity • If H =0 attributable to environment
  • 22. Twin Studies in Pharmacogenetics • Acetylation polymorphism among the first one studied • Studied first in the German population • Japanese study showed good correlation (r=0.95) among identical twin, among fraternal twins (r=0.25) • Concept of concordance vs. discordance • Relative importance of heredity and environment to more complicated pharmacological phenomena can also be better appreciated from a twin study • Value of data from identical and fraternal twins
  • 23. Urinary elimination of INH Identical Twins Fraternal Twin Sex INH Eliminated Sex INH Eliminated M M 8.8 8.3 F F 12.1 13.7 F F 26.0 25.2 F F 10.9 4.6 M M 11.8 12.4 M M 11.0 8.5 F F 12.2 11.5 F F 3.9 15.2 F F 4.1 4.4 M M 10.5 15.6
  • 24. Basic Patterns of Inheritance • Autosomal Dominant • Autosomal Recessive • X-linked • G6PD deficieny • Pyridoxine senstitive anemia • Vasopressin resistance • Mitochondrial inheritance • Aminoglycoside induced deafness • Predominantly maternally inherited
  • 25.
  • 26. Hardy-Weinberg Law • Developed in 1908 • algebraic formula to estimate the frequency of a dominant or recessive gene in a population based on the frequency with which the trait or condition is found in that population p2 + 2pq + q2 = 1 • p2 = frequency of homozygous dominant population • 2pq = frequency of heterozygous population • q2 = frequency of homozygous recessive population • p = frequency of the dominant allele in a population • q = frequency of the recessive allele in the population, and • p + q = 1
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34. Rx +  =  Rx +  =  Rx +  = 
  • 35. Imagine being able to walk into your doctor’s office and present a “smart card” encoded either with the sequence of your genome itself or with an access code granting permission to log on to a secure database containing your genomic information.
  • 36.
  • 37. Pharmacogenomics significantly impacts this development model by identifying people whose genetic profiles or "bar codes" predict that they are inappropriate for a given medication, whether due to poor efficacy and/or adverse side effects.
  • 38. Pharmacogenomics “Drugs by Design?” “In the very near future, primary care physicians will routinely perform genetic tests before writing a prescription because (they will) want to identify the poor responders.” F. Collins (AAFP Annual Meeting, 1998)
  • 39. Environmental Health Perspectives • VOLUME 111 | NUMBER 11 | August 2003
  • 40. The Benefits of Personalized Medicine Experts believe that minimizing adverse drug reactions are likely to be the first area in which Pharmacogenomics will benefit patients
  • 41. Anticipated Benefits of Pharmacogenomics • More Powerful Medicines • drugs based on the proteins, enzymes, and RNA molecules associated with genes and diseases. • facilitate drug discovery and allow drug makers to produce a therapy more targeted to specific diseases. • maximize therapeutic effects and decrease damage to nearby healthy cells
  • 42. Anticipated Benefits of Pharmacogenomics • More Accurate Methods of Determining Appropriate Drug Dosage • Current methods • of based on weight and age  replaced with dosages based on a person's genetics • maximize value of therapy's value and decrease the likelihood of overdose
  • 43. Anticipated Benefits of Pharmacogenomics • Better Vaccines • Vaccines made of genetic material, either DNA or RNA, promise all the benefits of existing vaccines without all the risks. • activate the immune system without causing infections. • inexpensive, stable, easy to store, and capable of being engineered to carry • several strains of a pathogen at once
  • 44. Anticipated Benefits of Pharmacogenomics • Better and safer medications the first time • Instead of the standard trial-and-error method  prescribe the best available drug therapy from the beginning • take guesswork out of finding the right drug • speed recovery time • increase safety as the likelihood of adverse reactions is eliminated
  • 45. Anticipated benefits of Pharmacogenomics • Decrease in the Overall Cost of Health Care • Decreases in: • ADRs • failed drug trials • time to get a drug approved • time patients are on medication • medications patients must take to find an effective therapy • effects of a disease on the body (through early detection) • An increase in the range of possible drug targets will promote a net decrease in the cost of health care
  • 46. GENETIC POLYMORPHISMS Pharmacokinetic Pharmacodynamic •Transporters •Plasma protein binding •Metabolism •Receptors •Ion channels •Enzymes •Immune molecules
  • 47. Genetic Polymorphisms of Drug Metabolizing Enzymes are significant if: • The enzyme changes the way the drug is metabolized in the human body (quantitative disposition) • Active metabolites are formed
  • 48. Genetic Polymorphisms of Drug Metabolizing Enzymes are significant if: • Therapeutic index is narrow and the risk for toxicity is high with small changes in the concentration (Ex. Phenytoin) • There are significant interactions with other drugs, food or disease
  • 49. From: Evans WE, Relling MV. Pharmacogenomics: Translating functional genomics into rational therapeutics. Science 286:487-491, 1999. Genetic polymorphisms in human drug metabolizing enzymes
  • 51. N-acetyltransferase Polymorphism • Acetylation polymorphism of Isoniaizd was first discovered in 1950s • Trait and mode of inheritance correlated with adverse reactions
  • 53. Warfarin Resistance • Discontinuous variation in response to warfarin • Resistance to anticoagulation • Present theory: • Decreased sensitivity of liver enzyme or receptor sites to anticoagulants • Increased sensitivity to Vitamin K1 INDEX CASE: HM, 73 year old male with MI Warfarin dose: 145 mg/day as maintenance dose Vitamin K1: 1/2 mg to increase prothrombin time to 25-43% activity
  • 54. G6PD Deficiency Drug-induced Hemolysis • X-linked trait affecting nearly 400 M people • Predisposes an individual to hemolytic anemia induced by a specific drug • G6PD catalyzes the first step in HMP oxidation pathway of carbohydrate metabolism leading to the oxidation of NADP to NADPH • NADPH needed by to maintain reduced GSH INDEX CASE: Among Blacks who developed hemolytic anemia after treatment with PRIMAQUINE an antimalarial
  • 55. Drugs and other agents causing clinically significant hemolysis in G6PD deficiency Acetanilid Phenylbutazone Sulfanilamide Sulfacetamide Sulfapyridine Sulfamethoxazole Thiazolesulfone Diaminodiphenylsulfone Trinitrotoluene Nitrofurazone Nitrofurantoin Furazolidone Furaltoldone Pamaquine Primaquine Pentaquine Naphthalene Fava beans
  • 56. Inherited Variations in Pharmacodynamics Condition Abnormal Enzyme Inheritance Frequency Drugs Inability to taste phenylthiourea Unknown Autosomal recessive Approx. 30% of Caucasians Drugs containing N- C-S group Phenylthiourmethyl Propylthiouracil Glaucoma due to abnormal intraocular pressure to steroids Unknown Autosomal recessive Approx. 5% of USA population Corticosteroids
  • 57. Inherited Variations in Pharmacodynamics Condition Abnormal Enzyme Inheritance Frequency Drugs Malignant Hyperthermia with muscular rigidity Unknown  Autosomal dominant  Approx. 1 in 20000 anesthetized patients  Halothane  Other general anesthetics Methemoglobin Reductase deficiency Methemo- globin Reductase  Autosomal recessive  Heterozygous (HZG) carriers affected  Approx. 1 in 100 HZG carriers Many different drugs
  • 59. Personalizing cancer chemotherapy • Thioupurine S-methyltransferase (TPMT) • essential for the metabolism of thiopurine medications used to treat acute lymphoblastic leukemia (ALL)  most common form of childhood cancer
  • 60. Application of pharmacogenetics to cancer therapy • There is now a commercially available diagnostic test measuring a patient’s ability to produce the metabolic enzyme thiopurine S- methyltransferase (TPMT)
  • 61. TPMT deficiency screening • Genetic testing gives clinicians the ability to classify ALL patients according their TPMT genotype, which allows for optimized dosing.
  • 62. Why do you need to screen? • Doses in patients with alleles rendering them deficient in TPMT (who are thus less tolerant of thiopurine medications) are reduced by as much as 95%.
  • 64. Ecogenetics and cancer • Genetic differences in the metabolic activation or detoxification of carcinogenic chemicals as determinants or risk • Increased risk of cancer associated with the following polymorphism • CYP (2A1, 1A2, 2E1) • Gluthathione transferases (GSMT1, GSTT1) • Epoxide hydrolase • NAT2 Neurotoxicology, 21(1-2) 2000
  • 65. Issues related to ecogenetic research • Functional significance of the polymorphism • Interaction/combination of susceptibility genotypes • Increased risk of Lung cancer (Hayashi et al) • CYP 1A1 Val/Val genotype = 2.0 • GSTM (-) = 1.44 • CYP + GSTM = 5.58 • Ethical, legal, social issues surrounding studies of susceptible individuals
  • 66.
  • 67. Environmental Genome Project • The mission of the EGP is to improve understanding of human genetic susceptibility to environmental exposures
  • 68. The power of pharmacogenetics • These new tools must be used for the purposes of identifying and controlling harmful exposures rather than to exclude the genetically predisposed (Eaton et al 1998)
  • 70. Drug Development and Evaluation • Possible therapeutic value  drug development • DOH-BFAD  FDA • Ensure safety and reliability • Must undergo pre-clinical trials and clinical trials (phase I, II, III)
  • 71. Drug Development and Evaluation Pre -clinical
  • 72. Pre-Clinical Trials  In vitro and animal studies  Purpose  Evaluate toxicity  Determine presumed effects  Reasons for dropping  Lack therapeutic activity  Toxic to living animals  Teratogenic (adverse effect on fetus)  Small or narrow margin of safety
  • 73. Phase I  20-50 HEALTHY volunteers (young men)  Clinical investigators evaluate:  Safety (adverse effects)  Pharmacokinetics  Therapeutic effects (?)  Reasons for dropping  Lack therapeutic effect  Unacceptable adverse effects  Highly teratogenic  Too toxic
  • 74. Phase II  20 – 300 subjects; patients WITH DISEASE  Evaluate  Efficacy – does it work?  Safety  Reasons for dropping  Less effective than anticipated  Too toxic, unacceptable adverse effect  Low benefit-t0-risk ratio  No more effective than other available drugs
  • 75. Phase III • Randomized, controlled multicenter trials • Double blind • Large patient groups (300 – 3000) • Patients WITH DISEASE • Usually compared with “gold standard” and placebo • Most expensive, time consuming, difficult trials to design and run
  • 76. Phase IV • Post marketing surveillance • Pharmacovigilance • Detect any rare or long term adverse effects • Report any untoward or unexpected adverse effect not seen during pre-clinical and phases I – III • After prolonged use and wide distribution • Risk of malignancy • Thrombotic events • Idiosyncratic side effects in special populations
  • 77. Drug Development and Evaluation
  • 78. Drugs Withdrawn from the Market • Troglitazone (Rezulin) – liver failure • Rofecoxib (Vioxx) – thrombotic events • Dexfenfluramine (Redux)– cardiotoxicity
  • 79. Further Drug Classification • Pregnancy Category • A, B, C, D, X • Controlled drugs • Closely monitored by the Dangerous Drugs Board of the DOH • Need S-2 license • Prescription in triplicate
  • 80. FDA Pregnancy Categories • A- Adequate studies in pregnant , no risk • B- Animal studies no fetal risk, but human not adequate OR Animal toxicity but human studies no risk • C- Animal studies show toxicity, human studies inadequate but benefit of use may exceed risk • D- Evidence of human risk, but benefits outweigh risks • X- Fetal abnormalities in humans, risk greater than benefit
  • 82. Nature of Drugs • Drug - any substance that brings about a change in biologic function through its chemical action • interacts as a (pharmacologic) agonist (activator) or antagonist (inhibitor) with a specific molecule in the biologic system that plays a regulatory role (receptor) • Chemical antagonists - interact directly with other drugs • Osmotic agents - interact almost exclusively with water molecules; concept of receptor pharmacology does not apply.
  • 83. Sources of Drugs Source Example Generic/Trade Name Classification Plants Cinchona bark Purple Foxglove Poppy Plant Quinidine Digitalis Morphine Codeine Anti-arrhythmic Inotrope Analgesic Analgesic, Antitussive Minerals Magnesium Zinc Gold Milk of Magnesia Zinc Oxide Ointment Aurafonin Antacid, Laxative Suncreen, Skin Protectant Anti-inflammatory; used in RA Animals Pancreas (Cow, Pig) Stomach (Cow, Pig) Thyroid Gland Insulin Pepsin Thyroid, USP Antidiabetes Digestion Hormone Synthetic Meperidine Diphenoxylate Co-trimoxazole Demerol Lomotil Bactrim, Septa Analgesic Antidiarrheal Anti-infective
  • 84. Nature of Drugs • Poisons - drugs that have almost exclusively harmful effects • Paracelsus (1493–1541) - "the dose makes the poison"  any substance can be harmful if taken in the wrong dosage • Toxins - poisons of biologic origin (from plants or animals); different from inorganic poisons (heavy metals) • Requirements for drug – receptor interaction • Appropriate size, electrical charge, shape, and atomic composition • Permeation - Can be transported from its site of administration to its site of action  absorption and distribution • Appropriate duration of action  inactivation or excretion
  • 85. Physical Nature of Drugs • State at room temperature - determines best route of administration • solid (aspirin, atropine); liquid (nicotine, ethanol); gas (nitrous oxide) Organic drugs • carbohydrates, proteins, lipids, and their constituents • weak acids or bases  implications on kinetics and compartmentalization (ion trapping) Inorganic drugs • lithium, iron, and heavy metals
  • 86. Drug Size • 100 – 1000 MW  range of molecular weight of most drugs • 100 – lower limit; minimum molecular weight of drug to achieve selective binding • upper limit – determined by the need of the of the drug to traverse membranes • drugs larger than 1000 MW do not diffuse readily diffuse between compartments of the body • implication – very large drugs (proteins) must be administered directly in their site of drug action
  • 87. Drug Reactivity and Drug-Receptor Bonds BOND TYPE MECHANISM BOND STRENGTH van der Waals Shifting electron density in areas of a molecule, or in a molecule as a whole, results in the generation of transient positive or negative charges. These areas interact with transient areas of opposite charge on another molecule. + Hydrogen Hydrogen atoms bound to nitrogen or oxygen become more positively polarized, allowing them to bond to more negatively polarized atoms such as oxygen, nitrogen, or sulfur. ++ Ionic Atoms with an excess of electrons (imparting an overall negative charge on the atom) are attracted to atoms with a deficiency of electrons (imparting an overall positive charge on the atom). +++ Covalent Two bonding atoms share electrons. ++++
  • 88. • DRUG SHAPE • Chirality – molecule has a non-superposable mirror image • chiral center (asymmetric carbon)  S)(-) isomer - “left-oriented” or (R)(+) isomer – “right-oriented” per chiral center • Implications: potency, toxicity, metabolism • most drugs are administered as racemic mixtures (50% or more is less active, inactive, or actively toxic) • RATIONAL DRUG DESIGN • based on SARs and info about receptors • computer models + Human Genome Project • RECEPTOR NOMENCLATURE • IUPHAR Committee on Receptor Nomenclature and Drug Classification
  • 90. Pharmacodynamics 1. Drug (D) + receptor-effector (R)  D-R-effector complex  effect 2. D + R  D-R complex  effector molecule  effect 3. D + R  D-R complex  activation of coupling molecule  effector molecule  effect 4. Inhibition of metabolism of endogenous activator  increased activator  increased effect *effector may be part of the receptor molecule or may be a separate molecule
  • 91. Types of Drug-Receptor Interactions
  • 92. Drugs That Inhibit Their Binding Molecules • “indirect agonist” - mimic agonists by inhibiting molecules responsible for terminating the action of an endogenous agonist • amplify effects of physiologically released agonists • effects are more selective and less toxic than those of exogenous agonists
  • 93. Agonists, Partial Agonists, Inverse Agonists • Receptor status • Ri - inactive, nonfunctional • Ra - activated • constitutive activity  (-) agonist; some of the receptors are activated; produce same physiologic effect as agonist-induced activity • Agonists - ↑ affinity to Ra = ↑ effect • full agonists vs. partial agonists • Antagonists – Ri = Ra  blocks access of agonists to receptor  prevent usual agonist effect  no change • Inverse agonists - ↑ affinity to Ri = produce opposite effects when compared with agonists
  • 94. Receptors and Inert Binding Sites Receptor • Selective in “choosing” ligands to bind  avoid constant activation of the receptor by many different ligands • Function changes upon ligand binding  alters biologic system  pharmacologic effect Inert Binding Site • ex. Albumin • bind drugs but (-) regulatory function  no detectable change • Significant in pharmacokinetics • Distribution • Bioavailability
  • 95. Pharmacokinetics • drug should reach its site of action; scenarios: • Drug is active, lipid soluble, stable  given as such • Prodrug  absorbed and distributed  converted to the active drug by metabolic processes • Apply drug directly to target tissue • (most common) administer drug in one compartment  move to site of action in another compartment; requires: • Permeation – perfusion-rate limited versus permeability-rate limited • absorption • distribution • Elimination • metabolic inactivation • excretion
  • 96. Permeation • Aqueous diffusion • Through aqueous pores • Not present in some tissues • Driven by concentration gradient • Does not occur if drug is protein-bound • Lipid diffusion • Most important factor for drug permeation • lipid: aqueous partition coefficient • for weak acids and bases • Charged molecules attract water • Dissociation depends on pH of medium and pKa of drug • Henderson-Hasselbalch equation – determines ratio of lipid-soluble form to water-soluble form • Special carriers • peptides, amino acids, and glucose • via active transport or facilitated diffusion • selective, saturable, and inhibitable • Endocytosis • Vit B12 • Iron • Exocytosis • Neurotransmitters • Thyroid hormones
  • 97. Permeation, Blood Flow, and Protein Binding Perfusion-Rate Limitation • Membrane offers no resistance • Drug in the blood leaving the tissue is in equilibrium with that of the tissue  blood and tissue viewed as one  equilibrium achieved instantaneously • Alteration in protein content is NOT expected to affect rate of transport at a given concentration Permeability-Rate Limitation • Membrane resistance to drug movement is high • Movement is slow and insensitive to changes in perfusion  equilibrium is not achieved by the time the blood leaves tissue  view blood and tissue as separate • Altered protein-binding influences rate of transport by affecting unbound concentration
  • 98.
  • 99. Fick’s Law of Diffusion • Where: • C1 = higher concentration • C2 = lower concentration • Area = cross-sectional area of the diffusion path • Permeability coefficient = measure of the mobility of the drug molecules in the medium of the diffusion path • thickness = length of the diffusion path • lipid diffusion • lipid: aqueous partition coefficient - major determinant of drug mobility
  • 100. Ionization of Weak Acids and Bases • Many drugs are weak acids or bases • ionized molecules attract water dipoles  polar, relatively water – soluble, lipid – insoluble complex • lipid diffusion depends on relatively high lipid solubility  drug ionization may markedly reduce the ability to permeate membranes
  • 101. Henderson-Hasselbach Equation Weak Acid Weak Base • REMEMBER: • neutral  uncharged/unionized/non-polar  more lipid soluble • law of mass action  reactions move to the: • left in an acid environment (low pH, excess protons available) • right in an alkaline environment • the lower the pH relative to the pKa , the greater will be the fraction of drug in the protonated form unprotonatedprotonated
  • 105. Case • A 12 year old child has bacterial pharyngitis and is to receive an oral antibiotic. Ampicillin is a weak organic acid with a pKa of 2.5. What percentage of a given dose will be in the lipid soluble form in the duodenum at a pH of 4.5? • A. about 1% • B. about 10% • C. about 50% • D. about 90% • E. about 99%
  • 106. Case • A 12 year old child has bacterial pharyngitis and is to receive an oral antibiotic. Ampicillin is a weak organic acid with a pKa of 2.5. What percentage of a given dose will be in the lipid soluble form in the duodenum at a pH of 4.5? • A. about 1% • B. about 10% • C. about 50% • D. about 90% • E. about 99%
  • 107. Explanation • Ampicillin is an acid, so it is more ionized in an alkaline pH and less ionized in an acidic pH. The Henderson-Hasselbach equation predicts that the ratio changes from 50/50 at the pH equal to the pKa, to 1/10 (protonated/unprotonated) at 1 pH unit more alkaline than the pKa, and 1/100 at 2 pH units more alkaline. For acids, the protonated form is the non-ionized, more lipid-soluble form
  • 108. Computation • log (protonated/unprotonated) = pKa - pH • substituting the values, we get log (protonated/unprotonated) = 2.5 - 4.5 • log (protonated/unprotonated) = -2 • to get the actual value of (protonated/unprotonated), you need a scientific calculator and get the antilog of -2 • if u remember a little bit of calculus, the antilog of -2 is also equal to 10 raised to the exponent of -2 • 10 raised to the exponent of -2 is equal to .01 • .01 = 1/100 = 1%
  • 109. Drug Groups • one or more prototype drugs can be identified that typify the most important characteristics of the group • Study in detail • permits classification of other drugs as variants • study differences from prototype
  • 110. Sources of Information • Pharmacology: Examination and Board Review, by Trevor, Katzung, and Masters (McGraw-Hill, 2010) • USMLE Road Map: Pharmacology, by Katzung and Trevor (McGraw-Hill, 2006) • references at the end of each chapter of Katzung • Periodicals/journals • The New England Journal of Medicine • The Medical Letter on Drugs and Therapeutics • Drugs • Physicians’ Desk Reference • Package inserts • Micromedex • Drug Interactions: Analysis and Management • US and Philippine FDA