Research Methodology 2
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Transcript of Research Methodology 2
Methodology (II)
Tamer Hifnawy MD. Dr.PHAssoc ia te Pro fessor
P u b l i c H e a l t h & C o m m u n i t y M e d i c i n eFa c u l t y O f M e d i c i n e – B S U- E g y p t
C o l l e g e O f D e n t i s t r y Ta i b a h U n i v e r s i t y - K S AVi c e D e a n Fo r Q u a l i t y, D e v e l o p m e n t & I n t e r n a t i o n a l Aff a i r s
C e r t i fi e d Tr a i n e r Fo r I n t e r n a t i o n a l R e s e a r c h E t h i c s
What is a Clinical Trial?A prospective study comparing the
effect and value of intervention (s)
against a control in human being.
Friedman, 1998
Intervention studies
Objective
To measure the effect of a
particular intervention (a
drug, other treatment, a
vaccine or a health
promotion program)
WHAT IS THE RANDOMIZED
CONTROLLED TRIAL ?
IT IS THE GOLD STANDARD
IN CLINICAL RESEARCH
RCTs
What Is The RCT ?
It is one of the simplest, most powerful, revolutionary tools of research in which ; Participants are allocated at Random into 2 or > groups (one of them is Control) to receive one or more Interventions, then Followed up in time, and Outcomes are compared
Clinical TrialsA research study to test new treatments
in people for specific illnesses or conditions (Malaria, HIV, Cancer, etc).
Clinical Trials are the fastest and safest way to find out which treatments work
Definition of Clinical Trials
Pre-Planed usually Controlled studies of the Safety, Efficacy, or Optimum Dosage schedule of one or more Diagnostic, Therapeutic, or Prophylactic drugs in humans selected according to pre-determined criteria of Eligibility and observed for pre-defined evidence of Favorable and Unfavorable effects.
Goals of Clinical Trials
Finding Drugs or
Treatments that
WORK
Those that
do
NOT WORK
Uses of Clinical Trials
Treatment: test experimental treatments, combinations of drugs, new approaches.
Prevention: look for better way to prevent disease or its recurrence.
Diagnostic: develop better tests.
Screening: to detect diseases or health conditions.
Quality of Life (or Supportive Care): improve comfort and QOL in chronic disease states.
Common Clinical Trial Terms
CONTROLLED STUDY: A study in which a test article is compared with a treatment / placebo
A test drug is given to one group of people. This group is often called the “treatment group.”
Another drug, or no drug, is given to a second group of people with the same illness. This is often called the “control group.”
Then the results of the two groups are compared.
PLACEBO
A pill, liquid, or powder that contains no drug and has no treatment value.
A placebo looks just like the real drug.
Control arm
WHY? Spontaneous cure Side effects
HOW? Criteria Historical
Ethical
Examples of control arm
Standard care.Placebo.Careful follow-up.Early or late application of same intervention.
Higher or lower dose level.
Randomized Clinical Trials
Participants
Ran
dom
ly
Ass
ign
ed
Follow - Up
Follow - Up
Ou
tcom
es
C
om
pare
d
Intervention Group (New Drug)
Control Group (Old Drug)
Intervention Group
Control Group
Randomization
Means that subjects recruited from the study population are
allocated to either intervention or control arm by chance.
Random procedure = haphazard procedure
Why Randomization
Ensures comparability of the two arms regarding known and unknown factors.
Avoid selection bias. Provides basis for standard statistical analysis.
Differences in baseline characteristics of the study arms indicate break in randomization.
Why Randomization is difficult
Any randomization technique must insure:
1. Every new subject has an equal chance to be allocated to either arms (alternation?!)
2. Nearly equal number of subjects in each arm (coin toss?!).
Randomization techniques
Fixed allocation randomization:1. Simple randomization.2. Blocked randomization.3. Stratified randomization. Outcome adaptive designs:
Play the winner. Others.
Simple Randomization
1. Sealed envelopes.
2. Random number tables.
3. Computer generation.
Blocked Randomization
Blocks containing specific number of participants are generated ( 5 blocks each containing 4 participants for a study with total of 20 participants).
Within each block, participants are randomly allocated to either arms.
T C T C C C T T T T C C
T C C T C T C T
Stratified Randomization
Control
Age<40TestEnrolledControl
Age>40Test
Baseline measurements
Useful to check that comparability has been successfully achieved.
Design of the trial
Methodology section should include the following:1- Patient inclusion criteria.2-Time of patients inclusion in the study.3-Presence of a comparison group.4-Matching criteria of the two groups.5- Method used for randomization.
Blindness
Means ensuring that a person
remains unaware of which arm a subject has been allocated to.
Why Blindness(continued):
To reduce selection bias.to avoid bias in outcome
measures.
Blinding is not possible in all studies so, one needs to consider how important it is, and to what
extent it can be achieved.
Trials are often described as:
Single-blind: subject
Double-blind: subject & investigators
(clinician, interviewers, laboratory
personnel).
Triple blind: subject, investigators &
Statistitian.
Blindness (continued)
Compliance:1. Questioning
2. Observing
3. Check drug Complications.
Completeness of follow-up.
Observe the following
Complex designs
1- Multiple treatment groups
More than 2 different treatments (or doses) may be compared with a
control group.
Sample population
Control Drug A Drug B Drug C
Complex designs
2- Cross-over trial
Each subject receives both the active and control treatments
during two periods separated by a wash-out period.
Outcome No outcome Outcome No outcome
Cross-Over Enrolled Population
Wash-out period
Drug APlacebo
Outcome No outcome Outcome No outcome
Drug APlacebo
Complex designs for clinical trials
3- Factorial design
used to evaluate the separate and combined effects of two different factors:
1. Group 1: Placebo.2. Group 2:. Iron3. Group 3: Folate.4. Group 4: Iron + Folate
Sample population
Control Surgery Radiotherapy Surgery+Radio
Outcome variables
Continuous variables: hypertension Dichotomous variables: dead/alive. Time-to-event variables: time to
remission. Ordered variables: mild, moderate,
severe. Repeated measures: visual acuity. Composite measures: score, cost-
benefit.
Losses to follow-up
•One of the most important sources of bias, since those lost may be different from those seen.
•Compare drop-outs to non-drop-outs.
•Perform sensitivity analysis.
Interpretation of trial
1- Reporting the data.
2- Statistical methods.
3- Statistical analysis.
4- Power.
P < 0.05 ??
Good RCT should reportClear definition of patients.
Comparison group.
Randomization and blindness.
Outcome criteria and variables.
Compliance and completeness.
Complications of treatment.
Statistical manipulation.
Risks and Benefits of Clinical Trials
Risks: Unpleasant or serious side effects You may receive a placebo No guarantee that the experimental drug will be an
effective treatment for you.Benefits:
May experience health benefits from a new treatment Free lab tests and expert treatment Contributing to the development of a new medication
Statistics
Only 1 in 10,000 of the compounds synthesized for potential drug use ever reach market
Of all drugs tested in human beings, only 1 in 10 becomes a new medicine
Only 33% of all drugs that are marketed make profits that exceed the costs of development
The average cost of bringing a drug to market is $800 million
The average number of studies conducted on a new drug prior to market approval are 64
Did you know that...
PhRMA Pharmaceutical Industry Profile 2006
The Drug Development Process
Goals and Objectives
Basic understanding of drug development process as a whole, i.e. How a drug goes from test tube to market Connections between preclinical testing,
chemistry and clinical research as they relate to drug development
Understanding of what goes into an Investigational New Drug Application (IND) and New Drug Application (NDA), including FDA involvement
Know how GLP, GMP, and GCP regulations and guidelines fit into the drug development picture
PRECLINICAL
The Pipeline Concept of Drug Development
APPROVAL $$$PIPELINE
The Pipeline Concept of Drug Development
Drug Discovery Period(Pre-Clinical) Drug Development Period Commercialization
Ideafor
NewDrug
Synthesis&
Purification
Specific Biological
Activity Found
Animal Testing
Candidate Compound Chosen and More Testing
Compound Evaluated to Project
Status
IND Plan Set
INDFiledWithFDA
Clinical Studies Planned
and Started
NDA Prepared
and Submitted
to FDA
NDA Approval
Drug Launched
Post-Marketing
Studies Begun
New Clinical
Uses Pursued
Activities to Support
Market
New Dosage Forms and Formulas
Developed
Clinical TrialsPhases I, 2, & 3
Clinical Trials -- Phase 4
3.5 Years 8.5 Years 8 Years Left on Patent
(patent applied for)
The Pipeline Concept of Drug Development
While in the pipeline, the drug could be halted for several reasons.
Pre-Clinical Marketed
Lack of Safety
Lack of Funds Lack of Efficacy
Unethical Conduct
Pre-Clinical Research
Why? Per FDA requirement, a sponsor
must first submit data showing that the drug is reasonably safe for use in initial, small-scale clinical studies
Therefore: Preclinical research must be
initiated prior to submission of Investigational New Drug application (IND)
Pre-Clinical
Drug Discovery Period(Pre-Clinical)
Ideafor
NewDrug
Synthesis& Purification
Specific Biological
Activity Found
Animal Testing
Candidate Compound Chosen and More Testing
Animal Testing
Provide sufficient information to support selection of initial human dose and safe duration of exposure
Evaluate drug’s toxic and pharmacologic effects Toxicology: predicts potential hazards in
man Pharmacology: investigates action of drug
Pharmacokinetics Pharmacodynamics
Animal Testing (cont.)
Pharmacodynamics The effect the drug has on the body. Looks at bodily responses to pharmacological, biochemical, physiological, and therapeutic effects: ED50, LD50
Pharmacokinetics The effect the body has on the drug: ADME.
Drug Development
Drug Development Period
Compound Evaluated
to Project Status
IND Plan Set
INDFiledWithFDA
Clinical Studies
Planned and Started
NDA Prepared and Submitted
to FDA
NDA Approval
Drug Launched
Clinical TrialsPhases I, 2, & 3
Clinical StudiesPhases 1, 2, 3
Ultimate premarket testing ground for unapproved drugs
Investigation drug administered to humans and evaluated for its safety and effectiveness
Results from trials decide approval or disapproval of drug
Involves three phases of clinical studies (21 CFR 312.21)
Phase 1 Objectives
Main purpose: assessing safety of drug Human Pharmacology (PK and PD –e.g. ADME) Typically non-therapeutic objectives Determine tolerability of dose range expected to be
needed for later trials (Maximum tolerated Dose -MTD) Determine nature of adverse reactions that can be
expected Assess clearance of drug and to anticipate possible
accumulation of parent drug or metabolites and potential drug-drug interactions
Phase 1 Demographics
Usually healthy volunteers or certain types of patients (e.g. new chemotherapeutic agent for cancer patients with end stage disease)
Often conducted in a medical setting20-100 patientsTrials can last up to several monthsOpen label –everyone knows what they are getting. 70% of drugs successfully complete Phase 1 and
continue on to Phase 2
Phase 2 Objectives
Therapeutic Exploratory Main purpose: assessing efficacy for particular indication
(Efficacy-A product's ability to produce beneficial effects on the course or duration of a disease)
Initial evaluation: Safety (side-effect profile-AE / SAE) Well-controlled, closely monitored studies
Active or placebo controlled -- double blind Includes dose-response and/or dosing schedule studies
Determine dose and regimen for Phase 3
Phase 2 Demographics
200-300 (up to 1000) patients with targeted indicationDiseased patients; selected by relatively narrow criteriaTrials last from several months to 2 yearsExperienced physicians in the specialtyEarly Phase 2 trials may be called Phase 2a or pilot studies33% of drugs successfully complete Phase 2 and continue
on to Phase 3
Phase 3 Objectives
Therapeutic ConfirmatoryMain purpose: safety, effectiveness - confirm therapeutic
benefit for use in intended indication and recipient population Effectiveness-The desired measure of a drug's influence on a disease
condition as proved by substantial evidence from adequate and well-controlled investigations such as clinical trials.
Evaluate overall benefit-risk relationshipProvide adequate basis for marketing approvalExtrapolate results to put in labeling25-30% of drugs complete Phase 3 trials
Phase 3 Demographics
Several hundred to several thousand patients
Patients with the disease; more diverse population
Inclusion/Exclusion criteria less restrictive
Trials last from 1-4 years Less experienced investigators -
Approaches general use (the “real world population)
Overall: on average, 20% of drugs ultimately gain FDA approval to market
Conducted after submission for marketing but prior to approval
Phase 3b
Commercialization/Post Marketing
Commercialization
Post-Marketing
Studies Begun
New Clinical
Uses Pursued
Activities to Support
Market
New Dosage Forms and Formulas
Developed
Phase 4- Post Marketing Trial
Post Marketing trials are studies (other than routine surveillance) performed after drug approval and related to the approved indication(s).
These trials go beyond the prior demonstration of the drug’s safety, efficacy and dose definition.
These trials may not be considered necessary at the time of new drug approval but may be required by the Licensing Authority for optimizing the drug’s use.
They may be of any type but should have valid scientific objectives.
Phase 4
Increases patient experience Safety in practice environment Information to support marketing claims /
change labeling Pharmacoeconomics, quality of life, Pediatric
patent extension trials
Post Marketing Surveillance
Continued evaluation of adverse events after marketing
FDA reporting required May result in labeling changes or
restrictions or in extreme cases withdrawal from market