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Lead Discovery & Optimization for Efficacy, PK, & Safety

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

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

Coming soon We're preparing activities for Lead Discovery & Optimization for Efficacy, PK, & Safety. These are activities you can do either before, during, or after a course.

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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