DavidsonX: Measuring Pharmacodynamics: From Ligand Binding to Clinical Outcomes

DavidsonX: Measuring Pharmacodynamics: From Ligand Binding to Clinical Outcomes

by Davidson College

Measuring Biological Activity: From Molecules to Clinical Trials

Course Description

"Measuring Biological Activity: From Molecules to Clinical Trials" is an engaging and comprehensive three-week course offered by DavidsonX that delves into the fascinating world of drug discovery and development. This intermediate-level course takes students on a journey through the various stages of measuring biological activity, from understanding drug targets at the molecular level to interpreting clinical trial results.

What Students Will Learn

  • The concept of target-based drug discovery
  • Types of biological molecules serving as drug targets
  • Different outcomes of drug-target interactions
  • Biochemical and cellular methods for measuring drug-target binding
  • Outcomes used to determine clinical trial success
  • Generation and interpretation of dose-response curves

Pre-requisites

  • Understanding of proteins and biological pathways
  • Comfort with algebraic expressions, including logarithmic functions

Course Content

  • Introduction to drug targets and biological molecules
  • Pathways, targets, and responses in drug discovery
  • Mechanism of action, mode of action, and indication
  • Types of targets and ligands
  • Enzyme and receptor activity curves
  • Potency vs. efficacy
  • Various types of assays (binding, in silico, functional in vitro)
  • In vivo preclinical studies
  • Biomarkers and surrogate endpoints
  • Dose-response curves and their interpretation
  • Using assays to discover new drugs

Who This Course Is For

  • Students pursuing careers in pharmacology, biotechnology, or medicine
  • Professionals in the pharmaceutical industry seeking to expand their knowledge
  • Researchers interested in drug discovery and development processes
  • Anyone curious about how drugs are developed and tested

Real-World Applications

  • Contribute to drug discovery and development projects in pharmaceutical companies
  • Design and interpret experiments in research laboratories
  • Evaluate clinical trial data and outcomes
  • Understand the complexities of bringing new drugs to market
  • Collaborate effectively with interdisciplinary teams in drug development

Course Syllabus

Week 1

  • Pathways, targets, and responses
  • Mechanism of action, mode of action, and indication
  • Types of targets and ligands
  • Enzyme and receptor activity curves
  • Potency vs. efficacy

Week 2

  • Types of assays
  • Binding assays
  • In silico assays and screens
  • Functional in vitro assays
  • Comparing potency values

Week 3

  • In vivo preclinical studies
  • What are biomarkers?
  • Outcomes and surrogate endpoints
  • Dose-response curves
  • Using assays to discover new drugs

Course Structure

This course offers a flexible learning approach, allowing students to complete it in approximately three weeks at a pace of one hour per day, or in a more intensive format over a single week or extended weekend. With 15 modules, each consisting of instructional videos, readings, exercises, and assessments, students will gain a comprehensive understanding of measuring biological activity in drug discovery and development.

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Course Page   DavidsonX: Measuring Pharmacodynamics: From Ligand Binding to Clinical Outcomes