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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
Explores lead selection and lead optimization which are core processes in drug discovery
Introduces students to the principles of lead selection and lead optimization
Addresses various methods for lead optimization, including structural changes for improved efficacy, PK properties, and toxicity reduction
Requires familiarity with pharmacodynamics, drug activity, pharmacokinetics, preclinical safety, algebraic expressions, and organic molecules
Provides flexibility in course completion with options for hourly or extended study
Taught by Erland Stevens

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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:
Medicinal Chemist
Design and synthesize organic molecules to treat various diseases. Lead Discovery & Optimization for Efficacy, PK, & Safety can provide you with a strong foundation. The course covers methods for discovering and optimizing leads with the end goal of advancing a compound into the clinic. This knowledge is essential for medicinal chemists, who need to understand the principles of drug design and optimization in order to develop new and effective treatments.
Pharmacologist
Study the effects of drugs on living organisms. Lead Discovery & Optimization for Efficacy, PK, & Safety can help you build a foundation. The course covers the principles of drug action, including how drugs interact with receptors and other targets, and how they are transported and metabolized in the body.
Toxicologist
Assess the safety of drugs and other chemicals. Lead Discovery & Optimization for Efficacy, PK, & Safety can be useful. The course covers methods for evaluating the toxicity of compounds, including both in vitro and in vivo studies.
Drug Safety Scientist
Ensure the safety and efficacy of drugs throughout their development and lifecycle. Lead Discovery & Optimization for Efficacy, PK, & Safety can be useful. The course covers the principles of drug safety, including how to design and conduct clinical trials, and how to interpret and evaluate safety data.
Clinical Research Associate
Manage clinical trials and ensure that they are conducted in accordance with good clinical practice (GCP) guidelines. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of clinical trial design and conduct, as well as the regulatory requirements for clinical trials.
Biostatistician
Design and analyze clinical trials and other biomedical studies. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of biostatistics, including how to design and conduct clinical trials, and how to analyze and interpret clinical data.
Project Manager
Plan, manage, and execute projects. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of project management, including how to plan and scope projects, how to manage resources, and how to track and evaluate progress.
Data Scientist
Collect, analyze, and interpret data to solve business problems. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of data science, including how to collect, clean, and analyze data, and how to interpret and communicate results.
Business Analyst
Analyze business processes and develop solutions to improve efficiency and effectiveness. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of business analysis, including how to gather and analyze business requirements, and how to develop and implement solutions.
Quality Assurance (QA) Analyst
Ensure that products and services meet quality standards. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of quality assurance, including how to develop and implement quality systems, and how to audit and assess compliance.
Regulatory Affairs Specialist
Ensure that drugs and other medical products comply with regulatory requirements. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of regulatory affairs, including how to develop and submit regulatory filings, and how to interpret and comply with regulatory decisions.
Science Writer
Write and edit scientific articles, reports, and other documents. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of scientific writing, including how to structure and organize scientific documents, and how to write clearly and concisely.
Healthcare Consultant
Provide consulting services to healthcare organizations. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of healthcare consulting, including how to assess healthcare needs, and how to develop and implement solutions.
Patent Attorney
Draft and prosecute patents for inventions. Lead Discovery & Optimization for Efficacy, PK, & Safety may be useful. The course covers the principles of patent law, including how to search for and analyze prior art, and how to draft and file patent applications.
Teacher
Teach science courses at the high school or college level. Lead Discovery & Optimization for Efficacy, PK, & Safety can be useful. The course covers the principles of science education, including how to develop and deliver effective lessons, and how to assess student learning.

Reading list

We've selected 14 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.
This classic textbook provides a comprehensive overview of medicinal chemistry, covering topics such as drug discovery, pharmacokinetics, and drug metabolism. It valuable resource for students and researchers in the field.
This textbook provides a comprehensive overview of pharmacology, covering topics such as drug receptors, drug actions, and drug metabolism. It valuable resource for students and researchers in the field.
Provides an overview of pharmacokinetics and pharmacodynamics, including the principles of drug absorption, distribution, metabolism, and excretion.
This textbook provides a comprehensive overview of medicinal chemistry, covering topics such as drug discovery, drug design, and drug metabolism. It valuable resource for students and researchers in the field.
This textbook provides a comprehensive overview of pharmaceutical biotechnology, covering topics such as gene expression, protein production, and drug delivery. It valuable resource for students and researchers in the field.
Provides a comprehensive overview of current drug discovery technologies, covering topics such as high-throughput screening, combinatorial chemistry, and molecular modeling. It valuable resource for students and researchers in the field.
Provides a comprehensive overview of organic chemistry, including the principles of reaction mechanisms and synthesis.
Provides a historical perspective on drug discovery, covering topics such as the history of drug discovery, the development of new drugs, and the challenges of drug discovery. It valuable resource for students and researchers in the field.
Provides an introduction to medicinal chemistry, covering topics such as drug discovery, drug design, and drug development. It valuable resource for students and researchers in the field.
Provides an overview of drug delivery and targeting, including the principles of drug absorption, distribution, and metabolism.
Provides a comprehensive overview of biochemistry, covering topics such as the structure of proteins, the function of enzymes, and the metabolism of carbohydrates. It valuable resource for students and researchers in the field.
Provides a comprehensive overview of organic chemistry, covering topics such as the structure of organic molecules, the reactions of organic molecules, and the synthesis of organic molecules. It valuable resource for students and researchers in the field.
Provides a comprehensive overview of general, organic, and biochemistry, covering topics such as the structure of matter, the properties of matter, and the reactions of matter. It valuable resource for students and researchers in the field.
Provides a comprehensive overview of the medicinal chemistry of anticancer drugs, including the principles of drug design and synthesis.

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