Lecture bioinformatic databases - Tuesday - Theory of clinical trials

18 important questions on Lecture bioinformatic databases - Tuesday - Theory of clinical trials

How to deal with confounding by indication (when randomization is not possible)?

Statistical analysis can deal with confounding (multivariate analysis), but only when there is sufficiently good information on risk factors for the disease complication that the treatment aims to prevent

--> usually, adjustment in statistics cannot remove all confounding

What are the phases of a clinical trial?

- preclinical = lab and animal studies
- phase I = safety study (20-80 people)
- phase II = side effects and effectiveness (100-300)
- phase III = effectiveness and monitor side effects (1000-3000)
- phase IV = monitor long-term side effects

What is tested in the phase I of a clinical trial?

Researchers test a new drug or treatment in a small group of people for the first time to evaluate its safety, determine a safe dosage range, and identify side effects
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What is tested in a phase III trial of a clinical trial?

The drug or treatment is given to large groups of people to confirm its effectiveness, monitor side effects, compare it to commonly used treatments, and collect information that will allow the drug or treatment to be used safely.

What is tested in a phase IV trial?

Studies are done after the drug or treatment has been marketed to gather information on the drug's effect in various populations and any side effects associated with long-term use.

What is a placebo?

a pharmaceutical preparation that contains no active agent (indistinguisable from the active medicine in terms of packaging, taste, smell, texture, form, colour and size)

Difference medication, prosthesis and surgical experiment

Medication = new medicine vs placebo
Prosthesis = new material versus old
Surgical = new technique vs classical

What is the index group and what the control group?

Index = active or new treatment
Control = placebo or standard treatment

Why is a control group necessary?

necessary in order to compare the effect of the intervention with what can be expected under normal circumstances

What is a cross-over experiment?

Two groups, one receives first treatment A and then B and the other group receives first treatment B and then A.

There is a wash out period in between the two treatments.

What is the problem with simple randomisation?

Unequal number of subjects in groups
In case of interim analysis, unequal distribution of subjects
Treatment groups not balanced with respect to risk factors of prognostic factors

What is block randomisation and what is the advantage?

--> also called restricted or minimized randomisation
Advantage: Equal number of subjects in the treatment groups (even if study is terminated early). Is used in multicenter trials.

Randomization of blocks of subjects of even size (4, 6 8 etc.)
Half of the patients of each block are assigned to treatment A and other half to B
Termination of trial: always approximately equal number of subjects

What is stratiefed randomisation and what is the purpose?

Prevents imbalances in patient characteristics between treatment groups

Before study entrance subjects are subdivided in groups, strata, based on baseline characteristics.
Subjects in each stratum are randomly assigned to a treatment group.
Use stratified randomisation in combination with block randomisation.

Knowledge of treatment will influence the evaluation of the outcome, how can this be solved?

Blinding
- single blind = participants are given no information about the identity of their treatment
- double blind = neither participants nor investigators are aware of the identity of the assigned treatment

What are open label studies?

A trial in which subjects and investigators know which treatment each subject is receiving. Used to determine efficacy and safety of a (new) drug or when it is difficult, impossible or unnecessary to blind the treatment

What is internal validity and external validity?

Internal = randomisation (concealed, blinded), statistical analysis and effect size and precision

External = generalizability of results, clinically important outcomes, benefit vs harm

What are two types of clinical trials?

Pathophysiologic = efficacy or explanatory trial
- how does treatment work and what is the efficacy (werkzaamheid) of treatment

Pragmatic = effectiveness trial
- How should I treat patients with this disorder?
- Effectiveness (doeltreffendheid) of treatment

How can one present effect sizes?

Absolute risk (incidence)
Relative risk (hazard ratio)
Absolute risk difference
Relative risk reduction
Number needed to treat / number needed to harm

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