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Bioc192 Notes: Protein Engineering & Biotechnology

Learning Objectives

  • Describe how molecular mechanisms inform biotechnology methods.
  • Discuss how and why we might engineer proteins for biotechnology.
  • Describe examples of proteins used in biotechnology.

Applications of rDNA technologies

  • Precision Medicine
  • Therapeutic Applications
  • Agricultural Advancements
  • Environmental Conservation

Protein Engineering: How and Why

  • Obj. 2: Can we design new proteins with new/improved function?
  • Why design proteins: Degrade plastic waste; Improve therapeutics; Industrial applications; Research; Drug discovery and development; Agricultural and environmental applications; Precision medicine; Biodefence and biosecurity
  • Pathway: Identify a need → Target selection → Design the protein → Gene synthesis → Expression and purification → Characterisation and optimisation → Validation and testing

AI tools in protein engineering: AlphaFold

  • Predicts the 3D structure of proteins from amino acid sequence: 3D structure from sequence
  • Accelerates protein design; helps identify functional domains and active sites
  • Enables structure-guided engineering and protein–protein interaction modelling
  • Predictions serve as a starting point for experimental work

What could we do with AlphaFold? CASE STUDIES (high-level mentions)

  • Accelerating the fight against malaria
  • Combatting drug-resistant bacteria
  • Designing more effective drugs
  • Paving the way for potential Parkinson's treatments
  • Breaking down plastic pollution
  • Increasing honeybees’ survival

Examples of proteins used in Biotechnology

  • Therapeutic Antibodies – Cancer Therapies
    • Rituximab, Trastuzumab (Herceptin), Pembrolizumab (Keytruda)
    • Produced in mammalian cell culture due to glycosylation needs
    • Developed via protein engineering: phage display; computational tools for properties based on sequence/structure changes
  • Semaglutide (Ozempic, Wegovy)
    • A GLP-1 analog to treat Type II diabetes
    • Modifications to increase stability/half-life:
    • First 6 amino acids removed (N-terminus) 6
    • Ala8 → 2-aminoisobutyric acid
    • Lys28Arg
    • Acylation of Lys26 with a spacer attached to a Glu and C-18 fatty acid
    • Produced in yeast
  • The Impossible Burger – Haem Engineering
    • Problem: plant-based meats lack haem for authentic flavour/aroma
    • Solution: use soy leghaemoglobin; recombinant expression in yeast for scalability
  • Sustainability impact (haem engineering):
    • Uses 96 ext\% less land, 87\% less water, and produces 89\% fewer greenhouse gas emissions than beef

Key Concepts

  • Expression system choice involves trade-offs in production cost/speed, post-translational modifications (glycosylation), folding, and regulatory considerations.
  • AI tools (e.g., AlphaFold) predict protein structures to guide engineering; not a substitute for experimental validation.
  • Engineered proteins show improved properties across applications: antibodies, GLP-1 receptor agonists, and plant-based food proteins.

Objective-based Self Assessment Questions

  1. What factors would you consider when choosing a system to produce a recombinant protein of interest?
  2. Describe the steps required to make a recombinant protein.
  3. In general terms, how do we engineer proteins for biotechnology?
  4. What computational tools can aid in protein engineering?
  5. What are therapeutic antibodies and what are some potential applications in which they could be useful?
  6. How does Semaglutide differ from endogenous GLP-1?