Podcast
Questions and Answers
What is the primary purpose of converting the NOAEL to an HED?
What is the primary purpose of converting the NOAEL to an HED?
- To identify the toxicity level of a medication
- To determine the most effective dose for humans
- To compare the NOAEL between different drugs
- To use scaling factors for dose normalization (correct)
The MABEL approach is considered less safe than the NOAEL method.
The MABEL approach is considered less safe than the NOAEL method.
False (B)
What does MRSD stand for?
What does MRSD stand for?
Maximum recommended starting dose
The ______ approach uses both NOAEL/HED and MABEL for dose setting.
The ______ approach uses both NOAEL/HED and MABEL for dose setting.
Match the terms with their corresponding definitions or descriptions:
Match the terms with their corresponding definitions or descriptions:
What is a common safety factor applied when determining the MRSD?
What is a common safety factor applied when determining the MRSD?
Agonist and antagonist pathways have the same level of concern for starting dose selection.
Agonist and antagonist pathways have the same level of concern for starting dose selection.
What kind of data does the MABEL approach require?
What kind of data does the MABEL approach require?
What is the major elimination pathway for drugs with a molecular weight less than 50 kDa?
What is the major elimination pathway for drugs with a molecular weight less than 50 kDa?
IgG-based monoclonal antibodies (mAbs) are typically eliminated quickly due to their high molecular weight.
IgG-based monoclonal antibodies (mAbs) are typically eliminated quickly due to their high molecular weight.
What is the effect of increasing FcRn binding at acidic pH?
What is the effect of increasing FcRn binding at acidic pH?
The half-life of immunoglobulin E (IgE) is approximately _____ days.
The half-life of immunoglobulin E (IgE) is approximately _____ days.
Match the following terms with their definitions:
Match the following terms with their definitions:
Which factor influences the slow elimination of IgG-based mAbs?
Which factor influences the slow elimination of IgG-based mAbs?
What is the primary goal of conducting First-in-Human (FiH) trials?
What is the primary goal of conducting First-in-Human (FiH) trials?
Non-IgG proteins, such as IgE, have a long half-life despite being above 50 kDa.
Non-IgG proteins, such as IgE, have a long half-life despite being above 50 kDa.
What is the primary benefit of multi-species scaling in pharmacokinetics?
What is the primary benefit of multi-species scaling in pharmacokinetics?
Single species scaling is considered the least predictive approach for human pharmacokinetics.
Single species scaling is considered the least predictive approach for human pharmacokinetics.
What role does plasma protein binding play in species translation?
What role does plasma protein binding play in species translation?
The _____ represents the degree to which a pharmacological substance is distributed in the body relative to the plasma concentration.
The _____ represents the degree to which a pharmacological substance is distributed in the body relative to the plasma concentration.
Match the following pharmacokinetic terms with their corresponding descriptions:
Match the following pharmacokinetic terms with their corresponding descriptions:
What does bioavailability (F) refer to in pharmacokinetics?
What does bioavailability (F) refer to in pharmacokinetics?
Half-life is defined as the time required for the concentration to fall to 25% of the initial value.
Half-life is defined as the time required for the concentration to fall to 25% of the initial value.
What is the equation for clearance (CL) in pharmacokinetics?
What is the equation for clearance (CL) in pharmacokinetics?
The rate of drug absorption is denoted as ______.
The rate of drug absorption is denoted as ______.
Match the pharmacokinetic terms with their definitions:
Match the pharmacokinetic terms with their definitions:
What parameter can be predicted for human pharmacokinetics based on allometric scaling?
What parameter can be predicted for human pharmacokinetics based on allometric scaling?
Allometric scaling only applies to small molecules and not to monoclonal antibodies (mAbs).
Allometric scaling only applies to small molecules and not to monoclonal antibodies (mAbs).
What does AUC stand for in pharmacokinetics?
What does AUC stand for in pharmacokinetics?
What is the primary route of administration that provides 100% bioavailability for biologic therapies?
What is the primary route of administration that provides 100% bioavailability for biologic therapies?
Subcutaneous administration is associated with a higher risk of systemic infection compared to intravenous administration.
Subcutaneous administration is associated with a higher risk of systemic infection compared to intravenous administration.
What is the main organ responsible for the metabolism of biologic therapies?
What is the main organ responsible for the metabolism of biologic therapies?
The elimination of biologics is largely achieved through catabolism in the __________ space of cells.
The elimination of biologics is largely achieved through catabolism in the __________ space of cells.
Match the administration route with its main characteristic:
Match the administration route with its main characteristic:
Which of the following is NOT a disadvantage of intravenous administration?
Which of the following is NOT a disadvantage of intravenous administration?
Dosing for biologic therapies administered intravenously is usually less frequent than for those administered subcutaneously.
Dosing for biologic therapies administered intravenously is usually less frequent than for those administered subcutaneously.
What is the disadvantage of subcutaneous administration compared to intravenous administration?
What is the disadvantage of subcutaneous administration compared to intravenous administration?
What is the exponent commonly used in allometric scaling for clearance in pharmacokinetics?
What is the exponent commonly used in allometric scaling for clearance in pharmacokinetics?
Allometric scaling suggests that a larger body weight results in a proportional increase in cardiac output.
Allometric scaling suggests that a larger body weight results in a proportional increase in cardiac output.
What is the purpose of performing bridging in pharmacokinetics and pharmacodynamics?
What is the purpose of performing bridging in pharmacokinetics and pharmacodynamics?
The single ascending dose study is abbreviated as _____.
The single ascending dose study is abbreviated as _____.
Match the following study phases with their corresponding activities:
Match the following study phases with their corresponding activities:
What does PK/PD stand for in drug development?
What does PK/PD stand for in drug development?
Human PK/PD model building relies exclusively on human data.
Human PK/PD model building relies exclusively on human data.
What is the significance of understanding ADME properties in drug development?
What is the significance of understanding ADME properties in drug development?
The term 'bioequivalence' refers to the relationship where two drugs have the same _____.
The term 'bioequivalence' refers to the relationship where two drugs have the same _____.
Which of the following is NOT a parameter of the PK model based on the monkey data?
Which of the following is NOT a parameter of the PK model based on the monkey data?
Flashcards
Closely related compound extrapolation
Closely related compound extrapolation
Predicting drug behavior in humans by extrapolating from data on closely related compounds.
Mechanistic approach with species translation
Mechanistic approach with species translation
Predicting drug behavior in humans using knowledge of well-understood mechanisms and species translation.
Multi-species or single-species scaling
Multi-species or single-species scaling
Predicting drug behavior in humans by scaling from data on 2-5 species or a single species believed to be most predictive for humans.
Species bridging for human PK
Species bridging for human PK
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Case-by-case choice of QSP and mechanistic modeling
Case-by-case choice of QSP and mechanistic modeling
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Human Equivalent Dose (HED)
Human Equivalent Dose (HED)
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Absorption (Biologics)
Absorption (Biologics)
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Distribution (Biologics)
Distribution (Biologics)
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No Observed Adverse Effect Level (NOAEL)
No Observed Adverse Effect Level (NOAEL)
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Maximum Recommended Starting Dose (MRSD)
Maximum Recommended Starting Dose (MRSD)
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Metabolism (Biologics)
Metabolism (Biologics)
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Excretion (Biologics)
Excretion (Biologics)
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Combined Approach
Combined Approach
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MABEL Approach
MABEL Approach
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Pharmacokinetics (PK)
Pharmacokinetics (PK)
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Biologics (Biotherapeutics)
Biologics (Biotherapeutics)
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NOAEL Approach
NOAEL Approach
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Intravenous (I.V.) Administration
Intravenous (I.V.) Administration
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Safety Factor
Safety Factor
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Subcutaneous (S.C.) Administration
Subcutaneous (S.C.) Administration
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Mode of Action
Mode of Action
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Half-life (t1/2)
Half-life (t1/2)
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Bioavailability (F)
Bioavailability (F)
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Absorption rate (ka)
Absorption rate (ka)
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Allometric scaling
Allometric scaling
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One-compartment model
One-compartment model
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Elimination
Elimination
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Clearance (CL)
Clearance (CL)
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Volume of distribution (V)
Volume of distribution (V)
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Power Law of Allometry
Power Law of Allometry
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Pharmacokinetic Allometric Scaling
Pharmacokinetic Allometric Scaling
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In Vitro to In Vivo Translation
In Vitro to In Vivo Translation
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Bridging
Bridging
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Dose-Exposure-Response
Dose-Exposure-Response
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Pharmacokinetic Model
Pharmacokinetic Model
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Pharmacodynamic Model
Pharmacodynamic Model
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Clinical Development
Clinical Development
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Drug Development Process
Drug Development Process
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Molecular Weight Modification
Molecular Weight Modification
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Fc-Fusion
Fc-Fusion
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Isoelectric Point Modulation
Isoelectric Point Modulation
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FcRn Binding Enhancement
FcRn Binding Enhancement
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Renal Filtration
Renal Filtration
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IgG Elimination
IgG Elimination
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Target-Mediated Drug Disposition (TMDD)
Target-Mediated Drug Disposition (TMDD)
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Study Notes
Introduction to Pharmacokinetics and Pharmacodynamics
- The field of study focuses on drug action and movement in the body
- The dose, concentration, and time-driven effect relations are important to understand drug response
- Paracelsus's quote, "The dose makes the poison," highlights the importance of dosage in drug efficacy and toxicity
Agenda
- Definitions and background information on pharmacology and drug action
- Explanation of pharmacodynamics
- Explanation of pharmacokinetics
- Specific PK research focused on biotherapeutics, from research to clinic, discovery, research, non-clinical development, clinical development (NOAEL and MABEL dose setting), and model building
- Key learning points and takeaways from the presentation
Definitions and Background
- Pharmacodynamics: How a drug affects the body, focusing on the relationship between concentration and response, and response duration
- Pharmacokinetics: The fate of a drug in the body, including absorption, distribution, metabolism, and excretion (ADME)
- ADME: Absorption (how the drug enters the body), Distribution (where the drug goes), Metabolism (how the drug is broken down), and Excretion (how the drug leaves the body)
PK vs PD
- Pharmacodynamics (PD): Determines the drug's effect on the body and the effect's change over time for a given drug dose
- Pharmacokinetics (PK): Determines the drug's fate in the body and the concentration change over time for a given drug dose
PK/PD
- Concentration (PK) is always underlying the effect (PD)
- Rarely a 1:1 association between the drug concentration and the effect.
- Double concentration does not always equal a double effect.
- Time delays between the concentration and the effect may occur.
- Dose-concentration-time-effect relation can be described using mathematical PK/PD models
Questions to be answered by PK/PD Assessments
- Which initial dose should be given?
- What is the optimal maintenance dose?
- What is the appropriate dosing frequency?
- How high a drug dose can be tolerated?
- Which administration route is best?
Pharmacodynamics Details
- Explores how a drug impacts the body, analyzing the relationship between concentration and response duration
- Studies encompass single and repeated doses, with multiple dose levels (large dose interval) preferred
- In vitro, ex vivo, and in vivo studies are relevant
PK: Absorption, Distribution, Metabolism, Excretion (ADME)
- Understanding the journey of a drug within the body is crucial, encompassing absorption, distribution, metabolism, and excretion (ADME)
- The concepts of absorption, distribution, metabolism, and excretion—ADME—describe the fate of a drug in the body.
PK Parameters Summarizing Drug Exposure
- Key PK parameters commonly used are Cmax, Tmax, AUC, half-life, clearance, and volume of distribution, used in clinical trials and exposure-response analysis
- These parameters summarize the pharmacological properties and total exposure of a drug
Comparison of ADME Properties
- Small molecules (less than 1 kDa) and therapeutic proteins (greater than 1 kDa) show different ADME properties
- Small molecules are typically absorbed orally and metabolized in the liver
- Therapeutic proteins usually require intravenous or subcutaneous administration and can have slower elimination.
PK with Focus on Biotherapeutics
- Delivery of biologics is challenging due to large molecular size, poor permeability, and degradation in the gastrointestinal tract
- Biologics commonly administered intravenously or subcutaneously
- Subcutaneous administration is more convenient for patients and reduces risk of systemic infection
Altering PK of Biologics
- Strategies to alter PK properties of biologics include subcutaneous administration, coupling to carriers like polyethylene glycol and albumin, and fusion to Fc-regions, among others
- Improving FcRn binding allows for targeted drug delivery and prolonged circulation
- Modulating non-specific endocytosis and altering isoelectric point to improve drug efficacy and reduced clearance
Elimination of Biologics
- Renal filtration is the major elimination pathway for low-molecular-weight drugs
- Large molecules, like antibodies (IgGs), have negligible renal clearance.
- Elimination largely mediated by catabolism to peptides and amino acids
- Target-mediated drug disposition (TMDD) can influence the elimination kinetics of biologics
Research-Clinic
- Preclinical and clinical aspects are linked
- The primary goal is patient treatment
- Evaluations of safety, tolerability, and PK/PD are done at increasing doses in humans
- Data from PK and PD are used for Phase II trials
- Clinical development, from discovery to later phases, involves lead candidate selection and drug-drug interaction analysis.
Discovery/Research Investigations
- Important aspects such as mode of action, pharmacokinetic properties, and plasma protein binding in the discovery/research phase are necessary.
- Concentration-response data in humans and tox species are essential for dose determination.
- Comparing results from animal to human research is crucial.
Non-Clinical Development
- Non-clinical development aims to characterize the toxic effects, dose dependence, and potential reversibility of a drug.
- Estimating a safe starting dose and determining the appropriate maximal exposure are critical parts of this stage.
- Defining parameters for clinical monitoring of possible adverse effects
Exposure Response for First-in-Human Dose (FHD)
- Evaluating the safety and efficacy of drug candidates by plotting and characterizing the exposure-response relationship, a key measure in clinical safety and efficacy determination.
- Key metrics such as NOAELs (no observed adverse effect level), and MABELs (minimum anticipated biological effect level) are used
Dose Setting: NOAEL Approach and MABEL Approach
- NOAEL approach determines the no observed adverse effect level.
- MABEL approach analyzes and determines the minimum anticipated biological effect level
- A combined approach using both NOAEL/HED and MABEL is recommended
Risk Factors for Selecting Starting Dose
- Factors like stimulation, inhibition, dose response curve characteristics (steep or mild), and potential toxicologic or adverse reactions.
- Factors to assess in clinical trials are severity of adverse effects, reversibility, monitorability, and nature of targets (novelty, extent of experience, known or unknown pathways/targets)
Strategy for Human PK/PD Model Building
- Predicting human PK based on data from closely related compounds, understanding the mechanisms, predicting uncertainty, and determining appropriate mechanistic and quantitative structure-property relationship (QSPR) or quantitative structure-activity relationship (QSAR) modelling data.
- Allometric scaling is a major component.
The (PK/PD) Pathway to First-in-Human Trial
- In vitro and in vivo studies are used to predict drug concentration and effect in humans
- Allometric scaling is used to translate data from animal studies to estimate human PK parameters
- Predicted human doses are crucial starting points for clinical trials
Strategy for Human PK/PD Model Building (Pharmacodynamics)
- The essential elements of selecting models mimicking human biology and disease models
- Importance of species-specific PD data if available
- Demonstrating the relationship between animal and human data in appropriate approaches.
Translation of PK/PD from Animals to Humans (Allometric Scaling)
- Physiological processes and proportionality factors linking animals to humans
- Relationships between body weight, cardiac output, renal clearance, heat production, and related parameters
- This method helps translate animal models to human parameters
Human PK/PD Model Building
- Describes how in vitro and in vivo PK/PD data are utilized to create models reflecting physiological characteristics in humans, including model evaluation and development.
Clinical Development
- An overview of clinical development phases, including discovery, non-clinical activities, clinical trial design, dose setting, and regulatory considerations.
Learnings
- PK and PD are necessary for establishing a safe and effective dose regimen for patients
- Understanding differences in ADME between small molecules and biologics
- Evaluating dosing strategies (dose, frequency, administration routes) is crucial
- Combining in vitro, ex vivo, and animal studies are needed for accurate dose predictions in humans.
Mode of Action (MoA)
- Definition: MoA is the biochemical interaction a drug undergoes creating a pharmacological effect
- Importance of MoA: Determining differences in species receptor/enzyme expression, and homologous/different effects in various tissues.
Elimination of Antibodies
- Conventional antibody clearance occurs via membrane-bound antigen transfer to lysosomes for degradation
- Antibodies utilize FcRn recycling for recycling to plasma and binding to other antigens.
Non-Clinical Development (Required Data)
- Non-clinical studies focus on single (or repeated) dose toxicity, genotoxicity, carcinogenicity, reproductive toxicity, local tolerance, and tissue cross-reactivity, including the needed duration of clinical trial studies, immunological assessments, etc.
- Species differences in target expression need consideration.
Species Differences in Target Expression
- Quantitative and qualitative differences in target expression between animal species and humans significantly impact dose prediction and response evaluation.
- Species comparative analysis of target expression is crucial for accurate prediction of human responses.
Important PK Parameters (Needed for Dose Setting)
- Key PK parameters such as Volume of distribution (V), clearance (CL), half-life (t₁/₂), bioavailability (F), and absorption rate (ka) for understanding drug kinetics in the human body.
- These are crucial for accurate dose determination.
Scaling of PK from Animals to Humans
- Allometric scaling is a method for translating animal PK data to humans using body weight and other physiological parameters
- Subsequent allometric scaling enables human PK profile simulation.
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