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Erland Stevens

In this course about lead selection and lead optimization, students will learn methods for discovering and optimizing leads with the end goal of advancing a compound into the clinic. The three-week course starts with the processes for finding molecules with promising activity for initiation of a drug program. The second week covers the criteria used to select the best molecules as new leads for the optimization stage. In the final week, students will learn different methods for identifying structural changes that will optimize a lead’s efficacy and PK properties as well as reduce toxicity.

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In this course about lead selection and lead optimization, students will learn methods for discovering and optimizing leads with the end goal of advancing a compound into the clinic. The three-week course starts with the processes for finding molecules with promising activity for initiation of a drug program. The second week covers the criteria used to select the best molecules as new leads for the optimization stage. In the final week, students will learn different methods for identifying structural changes that will optimize a lead’s efficacy and PK properties as well as reduce toxicity.

Students in the course should understand pharmacodynamics, drug activity, pharmacokinetics, and preclinical safety. Students should also be comfortable with algebraic expressions, including logarithmic and exponential functions. A fundamental understanding of the structure of organic molecules and their functional groups is also required. The course is designed in modules. Each module opens with a short video on a selected topic. The module continues with a short reading or exercise with an assessment activity. Each module will require approximately 1 hour to complete, and the course includes 15 modules. Two approaches to the course are recommended. One, a student might spend an hour per day on the course and complete all 15 modules in approximately three weeks. Two, a student with additional available time may be able to work through the entire course in just a single week or over an extended weekend.

Students signed up for the Audit Track have access to the instructional video materials. Students enrolled through the Verified Track have access to the instructional videos, the readings and activities, the assessments, as well as selected additional videos related to the primary instructional videos.

What you'll learn

  • general approaches to finding compounds with activity on a drug target

  • methods for confirming target engagement by an active compound

  • techniques for communicating the pharmacophore of a series of active molecules

  • criteria that help priorities biologically active compounds as potential leads

  • types of information that are most often used to guide lead optimization decisions

  • different functional groups that are often used to improve PK properties without affecting on-target activity in a molecule

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Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Teaches the selection and optimization of leads using industry-standard methods
Emphasizes practical applications of lead selection and optimization principles
Builds a strong foundation for those seeking a career in drug discovery
Led by instructors with extensive experience in lead discovery and optimization
Provides a comprehensive overview of the lead selection and optimization process
Requires students to have a strong understanding of pharmacology, drug activity, pharmacokinetics, and preclinical safety

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Lead Discovery & Optimization for Efficacy, PK, & Safety with these activities:
Review organic chemistry functional groups
Ensure you have a strong foundation in organic chemistry concepts, especially functional groups, to support your understanding of lead optimization.
Browse courses on Organic Chemistry
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  • Review your notes or a textbook on organic chemistry functional groups
  • Practice identifying functional groups in molecules
  • Complete practice problems or quizzes on functional group chemistry
Review basic concepts in pharmacodynamics and pharmacokinetics
Strengthen your understanding of the basic principles of pharmacodynamics and pharmacokinetics to enhance your comprehension of lead optimization.
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  • Review your notes or a textbook on pharmacodynamics and pharmacokinetics
  • Focus on concepts such as drug-receptor interactions, dose-response relationships, and drug distribution and elimination
  • Complete practice problems or quizzes on these concepts to assess your understanding
Review Foye's Principles of Medicinal Chemistry
Refresh your knowledge on general and medicinal chemistry concepts and principles.
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  • Read the chapter on Lead Discovery and Optimization
  • Take notes on the key concepts and definitions
  • Complete the practice problems at the end of the chapter
Five other activities
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Show all eight activities
Join a study group to discuss lead optimization concepts
Engage with your peers to clarify concepts, share insights, and enhance your understanding of lead optimization.
Browse courses on Lead Optimization
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  • Find a study group or create your own with classmates or colleagues
  • Meet regularly to discuss course concepts, case studies, and practice problems
  • Take turns leading discussions and presenting your findings
Practice lead selection and optimization calculations
Reinforce your understanding of the quantitative aspects of lead selection and optimization.
Browse courses on Lead Selection
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  • Find a set of practice problems online or in a textbook
  • Solve the problems using the formulas and concepts covered in the course
  • Check your answers against the provided solutions
Create a presentation on a lead optimization case study
Apply your knowledge of lead optimization to a real-world example and develop your communication skills.
Browse courses on Lead Optimization
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  • Choose a lead optimization case study from a scientific journal or industry report
  • Research the background and methodology of the case study
  • Create a presentation that summarizes the key findings and conclusions of the case study
Mentor a junior student or colleague in lead optimization
Solidify your understanding of lead optimization by teaching and guiding others.
Browse courses on Lead Optimization
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  • Identify a junior student or colleague who is interested in learning about lead optimization
  • Meet regularly to discuss course concepts, answer questions, and provide guidance on projects
  • Provide feedback and support to help them achieve their learning goals
Create a comprehensive study guide for the course
Enhance your understanding and retention of course material by organizing and summarizing key concepts in a comprehensive study guide.
Show steps
  • Compile notes, assignments, quizzes, and exams from the course
  • Organize the material into logical sections and subsections
  • Summarize key concepts, definitions, and formulas

Career center

Learners who complete Lead Discovery & Optimization for Efficacy, PK, & Safety will develop knowledge and skills that may be useful to these careers:
Toxicologist
Toxicologists study the effects of toxic substances on living organisms. They may work in academia, industry, or government. Those working in industry may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Medical Scientist
Medical scientists conduct research to improve human health. They may work in academia, industry, or government. Those working in industry may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Pharmacologist
Pharmacologists study the effects of drugs on living organisms. They may work in academia, industry, or government. Those working in industry may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Chemist
Chemists study the composition, structure, properties, and change of matter. They may work in academia, industry, or government. Those working in industry may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Biochemist
Biochemists study the chemical processes that occur in living organisms. They may work in academia, industry, or government. Those working in industry may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Dentist
Dentists diagnose and treat diseases and injuries of the teeth and gums. They may work in private practice or clinics. Those working in research may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Veterinarian
Veterinarians diagnose and treat diseases and injuries of animals. They may work in private practice, clinics, or research institutions. Those working in research may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Physician
Physicians diagnose and treat diseases and injuries. They may work in private practice, hospitals, or clinics. Those working in research may work on lead discovery and optimization for efficacy, PK, and safety. This course may be useful for those working in this field.
Healthcare Consultant
Healthcare consultants help healthcare organizations improve their efficiency and quality of care. They may work for consulting firms, hospitals, or other healthcare organizations. This course may be useful for those working in this field.
Patent Attorney
Patent attorneys help inventors protect their inventions by filing patents. They may also work for companies or organizations that need to protect their intellectual property. This course may be useful for those working in this field.
Regulatory Affairs Specialist
Regulatory affairs specialists help companies comply with government regulations for the development and marketing of drugs and medical devices. They may work for pharmaceutical companies, medical device manufacturers, or other healthcare organizations. This course may be useful for those working in this field.
Clinical Research Associate
Clinical research associates help conduct clinical trials. They may work for pharmaceutical companies, contract research organizations, or other healthcare organizations. This course may be useful for those working in this field.
Pharmaceutical Sales Representative
Pharmaceutical sales representatives sell drugs and medical devices to doctors, hospitals, and other healthcare providers. They may also provide information about the products they sell. This course may be useful for those working in this field.
Science Writer
Science writers write about scientific topics for a variety of audiences. They may work for magazines, newspapers, websites, or other publications. This course may be useful for those working in this field.
Quality Assurance Manager
Quality assurance managers oversee the quality of products and services. They may work for manufacturing companies, healthcare organizations, or other businesses. This course may be useful for those working in this field.

Reading list

We've selected eight books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Lead Discovery & Optimization for Efficacy, PK, & Safety.
Serves as a comprehensive introductory text covering key concepts, suchas drug discovery, lead optimization, ADME properties, and structure-activity relationships.
Offers a unique perspective on the use of named reactions in organic synthesis, focusing on their strategic applications and practical aspects in the laboratory.
Provides a comprehensive overview of the field of medicinal chemistry. It covers all aspects of medicinal chemistry, from the basics to more advanced concepts such as drug metabolism and drug design.
Provides a comprehensive overview of the field of medicinal chemistry. It covers all aspects of medicinal chemistry, from the basics to more advanced concepts such as drug metabolism and drug design.
Provides a comprehensive overview of the field of medicinal chemistry. It covers all aspects of medicinal chemistry, from the basics to more advanced concepts such as drug metabolism and drug design.
Provides a comprehensive overview of the field of pharmacokinetics and pharmacodynamics. It covers all aspects of pharmacokinetics and pharmacodynamics, from the basics to more advanced concepts such as drug metabolism and drug design.
Provides a comprehensive overview of the field of pharmacology. It covers all aspects of pharmacology, from the basics to more advanced concepts such as drug metabolism and drug design.
Provides a concise overview of the field of pharmacology. It covers all aspects of pharmacology, from the basics to more advanced concepts such as drug metabolism and drug design.

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