cardiovascular drug development Flashcards

1
Q

why do we need clinical trial?

A
  • In the past, a patient suffering from gallstones would undergo inappropriate treatments. Clinical trials allow a more scientific, evidence-based medicine approach.
  • Scurvy –>characterised by swollen and bleeding gums with loosened teeth, soreness and stiffness of the joints and lower extremities, bleeding under the skin and in deep tissues, slow wound healing and anaemia.
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2
Q

what is evidence based medicine?

A

“The integration of best research evidence with clinical expertise and patient values.”

  • Requires latest scientific evidence to be applied to clinical practice
  • Involves assessment of research in terms of
  • category and level of evidence
  • Category and level are used to define strength of recommendation
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3
Q

what are the levels of evidence/type of study

A

1a–> systematic reviews of randomised clinical trials

1b–> individual randomised clinical trials

2a–> systematic reviews of cohort studies

2b–> individual cohort studies and low quality RCTs

3a–> systematic reviews of case controlled studies

3b–> individual case-controlled studies

4–> case series, poor-quality cohort and case-control studies

5–> expert opinion based on clinical experience

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4
Q

how long does it take to develop a new medicine?

A

Developing a new medicine takes an average of 10-15 years. 1 in every 5,000-10,000 is approved

drug discovery–> preclinical–> clinical trials–> FDA review

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5
Q

what is post-marketing?

A

the phase where a drug has been approved by the FDA but it is still subject to monitoring & need to know the long-term side effects

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6
Q

describe lipitor

A

blockbuster drug for CVD diseases- sales of $11 billion. Statin drug treating cholesterol levels

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7
Q

describe torcetrapib

A

raised good cholesterol, strong scientific basis and rationale but failed clinical testing in 2006 after Pfizer spent $1 billion. Increased mortality rates as compared with placebo.

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8
Q

what are the 3 stages of a project?

A
  1. drug discovery: candidate molecules chosen on basis of pharmacological properties.
  2. Preclinical development: non-human studies, toxicity testing, pharmacokinetic analysis and formulation
  3. Clinical development: volunteers and patients, efficacy testing, side-effects and potential dangers
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9
Q

describe how drug discovery occurs

A

Target identification/selection:
drug targets are functional and specific proteins
- receptors
- enzymes
- transport proteins e.g. ARBs
- transcription factors (historically very difficult to target but now have finally been druggable).

o around 100-1000 potential drug targets i.e. proteins that play a role in disease but are they “druggable”?

  • druggable target: whether it can be easily inhibited e.g. can the binding site of a ligand (e.g. receptor) be inhibited?
  • Post translational modification of protein is a common target e.g. targeting phosphorylation sites/ protein kinases, so protein doesn’t get phosphorylated= no protein activation

Limitations are not biological but emerging adverse effects during clinical testing, cost and complexity of drug discovery and development (regulation).

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10
Q

what happens after you find the target?

A

Cloning of target protein–> develop assay to measure the functional activity–> automated systems to allow for speed and economy–> high throughput screening of large compound libraries–> find an effective compound e.g. natural products, fungal, plants, bacteria e.g. antibiotics and sirolimus (rapamycin).

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11
Q

what does pre-clinical development investigate?

A
  • Pharmacological testing for hazardous acute effects
  • Preliminary toxicology testing
  • Pharmacokinetic testing for absorption, metabolism, distribution & elimination
  • Chemical & pharmaceutical development to assess feasibility of large-scale synthesis & purification as well as stability (can they be stored at room temperature?)
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12
Q

what are the types of clinical trials?

A

A clinical trial may be:
- An uncontrolled trial – everyone gets the treatment
o Rarely done nowadays
- A controlled trial – a treated group is compared with a control group
o Standard therapy is given to control group
o Placebo is given to control group
o Two or more active treatments may be compared
- Randomized (individuals (or communities) are allocated randomly to each study group (e.g. treatment/placebo)

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13
Q

what are the problematic areas that may affect outcome?

A
  • ethical issues (protection of human subjects)
  • Implications of eligibility criteria
  • degree of masking (single blinded, double blinded)
  • randomisation
  • intention to treat analysis
  • selection of interventional and comparison groups
  • selection of end points
  • interpretation of results
  • trial duration
  • selection of traditional versus equivalence testing
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14
Q

what are the key design issues for human clinical trials?

A

Target population:

  • What groups are to be investigated?
  • Can sufficient number of individuals be recruited?
  • Ethical approval?

How are endpoints to be defined/what data is to be collected?

Specify study protocol:

  • Will treatments be assigned at random?
  • Sample size calculations?
  • How will treatments be given?
  • Will subjects be followed over time?

Analysis of data

  • What statistics will be used to summarize the results?
  • What statistical tests will be used for hypothesis testing?

Interpretation and biological/clinical significance of the results obtained

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15
Q

define bias

A
  • Bias is a systematic error in a clinical study which is not reduced by increasing the study sample size (as opposed to random variation).
  • Classification (type) of bias is based on the source of bias
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16
Q

define selection bias

define performance bias

define attrition bias

define detection bias

define reporting bias

A

selection bias: systematic differences between baseline characteristics of the group that are compared.

performance bias: systematic differences between groups in the care that is provided or in exposure to factors other than the interventions of interest

attrition bias: systematic differences between groups in withdrawal from a study

detection bias: systematic differences between groups in how outcomes are determined or measured

reporting bias: systematic differnces between reported and unreported finding

17
Q

what is confounding bias?

A
  • Caused by any situation in which:
  • An third variable exists which isn’t known or at least isn’t accounted for
  • It is associated with the “cause”
  • It is also associated with the “effect”
  • Is not distributed the same between the groups being studied
  • The supposed cause-effect relation will be confounded by the third variable.

e.g: Alcohol and lung cancer: confounding factor is tobacco- people who drink usually smoke too. Tobacco is associated with both alcohol and the disease. Therefore, to see the effect of alcohol on lung cancer: remove patients that smoke too.

18
Q

how is an investigation validated?

A
  • Internal Validity: A study is internally valid if the study conclusions represent the truth for the individuals studied because the results were not likely due to the effects of chance, bias, or confounding.
  • External Validity (Generalizability): A study is external valid if the study conclusions represent the truth for the population to which the results will be applied because both the study population and the reader’s population are similar enough in important characteristics.
19
Q

clinical trials contain what 4 main types of figures?

A
  • Flow diagrams
  • Kaplain- Meier plots
  • Forest Plots
  • Repeated measures plots
20
Q

what are the factors that can influence interpretation of clinical trials from conception to dissemination of the result?

A
  • media/public
  • bias
  • advertising
  • editor–> publication bias, impact and priority
  • reviewe
21
Q

what are the imaging techniques used in cardiovascular drug development?

A

• Intravascular ultrasound (IVUS)
– invasive imaging of coronary artery wall, atherosclerosis progression monitored
• Carotid artery intima-media thickness (CIMT)
– Non-invasive, surrogate endpoint for effect of therapy on atherosclerosis
– See whether our drug is having an effect
• Magnetic resonance imaging (MRI)
– Non-invasive, high spatial resolution, detect early CVD, help select appropriate therapy, monitor progress & streamline development of novel pharmaceuticals
• Positron emission tomography (PET)
– Positron emitting radioisotope imaging provides functional information, useful when combined with CT

22
Q

why consider imaging for cardiovascular drug development?

A
  • Image, track and quantify molecular biomarkers not amenable to bipsy e.g. heart and vasculature
  • Effectiveness of new treatments can be determined with small patient populations and shorter trials
23
Q

what is a surrogate endpoint?

A

a surrogate endpoint of a clinical trial is a laboratory measurement or physical sign used to substitute for a clinically-meaningful endpoint that measures directly how a patient feels, functions or survives. Changes induced by a therapy on a surrogate endpoint are expected to reflect changes in a clinically-meaningful endpoint

24
Q

what evidence is needed for imaging to be a surrogate for clinical end points?

A
  • Measure changes in plaque volume/burden
  • Measure changes in plaque composition
  • Be reproducible and repeatable
  • Correlate with clinical outcome