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Courses/Engineering/Chemical Engineering

Synthetic Biology and Machine Learning for RNA Engineering

Characterizing and Designing RNAs with Advanced Computational Tools.

Created byAIChE
BeginnerUpdated Feb 17, 2025
Synthetic Biology and Machine Learning for RNA Engineering

What You'll Learn

check_circleExplain the role of bacterial small RNAs in gene regulation and stress response.
check_circleDescribe the importance of RNA structure in regulatory function and metabolic engineering.
check_circleAnalyze tools for in vivo characterization of RNA molecular interfaces.
check_circleDiscuss the application of engineered sRNAs for tunable metabolic control.

About This Course

Regulatory RNAs enable bacteria to dynamically respond to stresses caused by changes in environmental conditions. Specifically, bacterial small RNAs, a class of RNA regulators, exert dynamic control on complex networks by regulating gene expression.

Understanding their functions is a goal in both medicine and metabolic engineering given their relevance to pathogenesis and their potential to manage global regulatory networks that affect biological production of industrially-relevant compounds.

Given the importance of molecular structure to RNA functioning, fundamental sRNA characterization and applied engineering efforts  depend heavily on the understanding and design of their specific shapes. Specifically, knowledge of the RNA structural landscape supports identification of interfaces relevant to regulation.

In this talk, we will describe the development and application of tools that allow in vivo characterization of thousands of potential interacting interfaces in RNA molecules, as determined based on their molecular accessibility. 

We will describe how insights obtained from these synthetic probing approaches can be used in the functional characterization of newly discovered RNAs and in the rational design of bacterial sRNAs to achieve a tunable gradient of global control for metabolic engineering applications.

Your Instructors

AIChE
AIChE

The Global Home of Chemical Engineers

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At every stage of your career, AIChE Academy is the definitive resource engineers use to sharpen their professional skills. We offer up-to-date courses and webinars in chemical engineering, process and hydrogen safety, bioengineering, sustainability, professional development, and many more.

Lydia  M. Contreras
Lydia M. Contreras

Associate Professor at University of Texas-Austin

Dr. Lydia M. Contreras is an Associate Professor (and Jim and Barbara Miller Faculty Fellow) of Chemical Engineering at the University of Texas-Austin; she is also a member of the Institute of Cell and Molecular Biology. She teaches Introduction to Chemical Engineering Computing, Thermodynamics, Introduction to Chemical Engineering Analysis, and Fundamental and Applications of Cellular Regulation. Dr. Contreras obtained a B.S.E. in Chemical Engineering from Princeton University. She completed her PhD in Chemical Engineering from Cornell University and postdoctoral studies at Wadsworth Center (New York State Department of Health). She began her career at the University of Texas-Austin in 2011, where she leads a research team focused on RNA biochemistry to study gene regulation mechanisms associated with stress-responses for applications in health and biotechnology.

Credit Information

Do these courses count toward my professional development requirements?

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If you hold a professional designation (for example in engineering, accounting, human resources, or law), courses may be counted as professionally relevant, verifiable learning activities toward your continuing professional development. Individual practitioners are responsible for confirming that an activity meets the requirements of their professional body. For questions about the City of Markham's training and development policies, please speak with your people leader or Human Resources.

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We are a registered provider with 327+ associations and regulatory bodies worldwide. We operate across 29 global markets including Canada, the US, Australia, and the UK. Every course page clearly displays its specific accreditations. Upon completion, you receive a professional certificate that can be validated online. Our certificates include all necessary accreditation details, credit hours, and completion dates, and are formatted specifically to meet the submission requirements of most global regulatory bodies.