Drug Development (Block 1) Flashcards

1
Q

How many compounds are tested in drug research?

A

Testing 10,000 compounds

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2
Q

How many compounds are tested in preclinicals?

A

<250 compounds

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3
Q

How many compounds are tested in clinical trials?

A

Usually one lead compound

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4
Q

Which period is referred to as drug discovery?

A

First five years

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5
Q

Changes in drug discovery

A

Moving on from basic research to high throughput screening and on further to machine learning

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6
Q

High Throughput Screening (HTS)

A

Allows for testing thousands of compounds against single protein; introduced in 1990s

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7
Q

Machine learning

A

Brings together all the basic research to put everything into a network to see things from a different angle

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8
Q

Discovery timeline order

A

1) target identification and validation
2) Hit identification and lead identification
3) lead optimisation
4) nonclinical development

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9
Q

Target identification followed by

A

Identifying compounds that will hit that target via bioassay developments

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10
Q

Hit identification and lead identification

A

HTS and in silico screening

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11
Q

Between which stages does compound selection take place?

A

Lead optimisation and nonclinical development

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12
Q

Why does this process need to be completed?

A

To meet specific requirements to present information to regulatory authorities

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13
Q

Regulatory authorities in Europe and USA

A

Europe -> EMA
USA -> FDA

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14
Q

Clinical Trial Authorisation (CTA)

A

Drug companies contact EMA to apply for CTA
1) Justify the compound exhibits pharma activity to meet unmet need
2) Support product being reasonably safe from humans
3) Justify exposing humans to reasonable risks when used in limited, early-stage clinical studies
4) Manufacturing route

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15
Q

Animal pharmacology and toxicology studies

A

data to demonstrate drug efficacy and safety for initial testing in humans

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16
Q

Manufacturing information

A

Data to support that the adequate, consistent and stable batches of drug will be used

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17
Q

Clinical protocols and investigator information

A

Detailed protocols, information of clinical investigator(s), information on process for obtaining ethics approval

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18
Q

G x P criteria

A

Standards at which studies must be performed

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19
Q

Why are G x P criteria needed?

A

To ensure everyone adheres to the same standards that address risk control measures, standard quality and equality, and public safety.

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20
Q

Which sections are regulated by G x P?

A

Preclinical -> GLP (Good Lab Practice)
Clinical -? GCP (good clinical practice)
Manufacturing -> GMP (Good manufacturing practice)

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21
Q

Goals of preclinical studies to support CTA

A

Understand exposure related to efficacy
Identify organ toxicities and reversibility
Understanding of therapeutic index (efficacy vs toxicity)
Identify safe starting dose
Guide dosing regimens and escalation schemes
IND/IMPD will continue to be updated during clinical development with new significant information (eg. toxicology, clinical data etc)

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22
Q

ADME

A

Absorption
Distribution
Metabolism
Excretion

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23
Q

Types of DMPK studies -Absorption

A

Pharmacokinetic/toxicokinetic
Bioanalytical method development and validation
Permeability studies
Transporter assays

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24
Q

Types of DMPK studies -Distribution

A

Protein binding
Quantitative whole body autoradiography (QWBA)

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25
Types of DMPK studies -Metabolism
In vitro cross-species metabolism Metabolite identification CYP450 metabolism Transporter assays
26
Types of DMPK studies - Excretion
Mass balance Transporter assays
27
Pivotal toxicology studies
Shows whether anything is happening in other (non-target) organs Multiple doses in 2 animal species - rodent and non-rodent Doses must exceed intended human exposure Prior to FTiH generally conduct a 28 day study Recovery group included to see if toxicology is reversible Study is under GLP conditions, ideally with drug manufactured to GMP
28
No Observed Adverse Affect Level (NOAEL)
Study designed to explore ascending does groups and establish a dose response curve
29
Toxicokinetics (TK)
Critical to understand exposures associated NOAEL and MTD Will be used in the calculation of starting dose for human clinical trials Do not want to exceed exposures associated effect levels in humans Interspecies differences in protein binding are taken into account
30
What is meant by the term GLP?
Good Laboratory Practice is a set of guidelines to ensure quality and integrity of non-clinical lab studies
31
Phase 1
1st time new investigational medicinal product is tested in humans Usually healthy volunteers Sometimes patients with advanced disease (eg. cancer) Small numbers of subjects (20-80) Aim is to evaluate safety, tolerability and pharmacokinetics Clinical Pharmacology studies to explore ADME These are called Phase I studies, but can span clinical development
32
What is clinical pharmacology?
Providing scientific basis for rational safe and effective prescribing
33
PK-PD
The relationship between dose & therapeutic effect The relationship between dose & toxicity Exploring the causes of interindividual variability
34
Cmax
Peak clinical conc in plasma
35
Single Ascending Dose study (SAD)
First Time in Human Study (FTiH) is generally a single ascending dose study (SAD) Cohort 6-8 active drug; 2-4 placebo Double- blind Emerging data is continually reviewed by a safety monitoring committee Doses can be either escalated or de-escalated
36
Multiple Ascending Dose (MAD) study
Cohort design, placebo controlled Aim is to dose long enough to achieve steady state i.e. concentrations remain constant – reached equilibrium Generally achieved in 4-5 half-lives Main endpoint is safety, tolerability and pharmacokinetics Will determine what dose(s) can be studied in Phase 2
37
Absorption and bioavailability
Not all of a drug that gets administered will enter the systemic circulation; during disintegration, dissolution, and transport some of the active compound may be lost.
38
Bioavailability is a function of
Fabs – fraction absorbed FG – fraction escaping gut metabolism FH – fraction escaping hepatic metabolism
39
Bioavailability (definition)
The fraction of drug that reached then circulation
40
Absolute bioavailability
assessment of systemic drug availability of extravascular dose compared with IV dose
41
Relative bioavailability
compares bioavailability of one formulation with another
42
Comparative bioavailability study
Two or more formulations of the same drug are compared, are usually designed as crossover studies. Each patient acts as his or her own control. This allows for the direct comparison of treatments.
43
Food effect studies
Initial studies are done in the fasted state and then food effect studies follow. Study design: Statistically sized cross-over design PK of drug assessed following drug administration under fasted and fed conditions
44
Distribution - tissue penetration studies
studying whether the drug actually reaches target site in sufficient concentration; clinical studies to understand relationship between plasma concentrations and concentrations at site of action may be required
45
Metabolism
Most early healthy volunteer studies exclude co-medications CYP450 enzymes are the main metabolising enzyme system If drug is a substrate, inhibitor or inducer of a common pathway (eg. CYP3A4), the impact on exposure when dosed with other agents may need to be considered
46
What could be the impact on exposure of Drug A (CYP3A4 substrate) when dosed with Drug B (strong CYP3A4 inhibitor)?
CYP450 liability is assessed non-clinically as part of DMPK package However understanding this doesn’t predict the impact on clinical exposure Clinical DDI study is conducted: New Drug is dosed alone or in combination with a known inhibitor Cross-over design Endpoint is PK Compare AUC and Cmax following drug administered alone or in combinatation Dosing recommendations will be based on whether impact is clinically relevant
47
What type of study is done to investigate drug excretion?
Mass balance study
48
Aim of mass balance study
understand full clearance mechanisms of drug and metabolites
49
Mass balance study (details)
Single dose of radio-labelled (C14) drug: plasma, urine and faeces collected Radiolabelled drug and concentrations of parent and metabolite(s) measured Assesses the major routes of clearance: may influence whether a renal and hepatic impairment study is required Proportion of parent drug converted to metabolite(s) Metabolite identification (eg. detection of unique human metabolites, active metabolites)
50
Renal and hepatic impairment studies
liver and kidney are major routes of elimination -> impairment = significant change in exposure Assessment of influence renal and hepatic impairment on exposure can lead to dosage adjustment warnings on the label Until these studies are done, patient population will need to be restricted Requirement for studies will depend on major route(s) of elimination
51
'special' populations
Elderly Risk of altered exposure Obese Ethnic groups – if the main programme is conducted in the West, specific PK study may be required to justify dose in certain ethnic groups (eg. Chinese, Japanese)
52
Why is obesity specifically included?
PK variability due to alterations in Vd and Clearance. Vd could be overestimated for hydrophilic drugs due to poor penetration into adipose tissue. Obese patients have increased organ mass which may lead to increased renal blood flow thus increasing renal clearance. Those with gastric bypass have loss of surface area for drug absorption.
53
Why are the elderly specifically included?
physiologic alterations include reduced gastric acid secretions affecting absorption, reduced renal and hepatic blood flow which slows the rate of clearance, and reduced serum protein concentrations which increases free drug concentrations.
54
Pharmacokinetic variability
Most clinical pharmacology studies are conducted in healthy volunteers, however, it is important to understand PK in target patient population bc weight/body surface area, renal or hepatic function, illness severity, clinical indication, age, concomitant medications, and ethnicity can have an impact
55
PK sampling - phase one (healthy volunteer)
Intensive PK samples can be taken in Phase 1 Easy to calculate Cmax, AUC, clearance, volume of distribution etc. PK parameters calculated for each individual
56
PK sampling - phase 2 and 3
Generally only sparse PK samples collected Impossible to calculate PK parameters if individual data used in isolation; used in combination with phase 1 information
57
Population pharmacokinetics
all data is analysed together allows exploration of mean exposure and variability sources use simulations to predict appropriate dosing regimen for majority of individuals
58
Phase 2
Main aim is proof of concept– some form of clinical efficacy Endpoint may be different to that explored in Phase 3 Generally in patients with condition under study (or related condition) Further safety and PK evaluation Can be comparator studies or single arm May explore dose range May be open label or blinded
59
End of phase 2 meeting
Review of data and agreement for design of Phase III study Sponsor looks for regulatory agreement for: Endpoints and timing of endpoints of trial (eg. mortality, clinical cure) Size Patient population Comparator and blinding Dose Duration Paediatric plan
60
Regulatory agreement
Clinical trial application; includes protocol, investigators brochure, IMPD, scientific advice, informed consent and patient information leaflet, investigational product labelling and GMP-related documents, and ethics
61
Phase 3
Pivotal studies designed and executed to provide statistically significant evidence of efficacy and safety Generally randomised controlled trial (RCT) against standard of care or placebo Parallel study design Sometimes adaptive design can be used Often two identical independent studies required Nearly always double blind
62
Types of phase 3 trials
Superiority Non-inferiority Equivalence
63
Superiority trial
To determine a clinically relevant difference between two treatments. i.e. want to show new treatment is statistically significantly better than existing therapy or placebo
64
Non-inferiority trial
To determine whether new treatment is not inferior to another established treatment
65
Equivalence trial
To determine whether a new treatment is neither worse nor better than another established treatment More often used for approval of generics, or formulation changes
66
Regulatory review
Submission documents reviewed by team of technical experts EU – centralised procedure Regulatory defence Additional analysis may be required Regulatory inspections Process could take up to 2 years (longer in some countries)
67
Biggest reason for drug failure
Efficacy
68
Second biggest reason for drug failure
safety
69
Label and patient information leaflet
Core information is included in the summary of product characteristics (SPC) or label Patient information leaflet are also produced written in clear, easy-to-understand language for general public and patients
70
Post-approval
Post-marketing commitments Pharmacovigilance Paediatic investigation plan
71
Post-marketing commitments
studies required by regulatory authorities but not included in original package May remove some restrictions on the label
72
Pharmacovigilance
science and activities relating to the detection, assessment, understanding and prevention of adverse effects or any other medicine-related problem Up to approval, evidence of safety and efficacy is limited to data from clinical trials, where patients are selected carefully and followed up under controlled conditions Safety of medicines is monitored throughout their use in healthcare practice
73
Paediatric investigation plan
drugs are first approved for adults and aren't always tested for children so there is a government push to bring in a focus on it; in the EU it's mandatory unless there's a specific waiver for conditions that don't exist in paediatric patients
74
Development in paediatric patients
children aren't just small adults; process are different and must be accounted for