Day One

Wednesday, December 11

8:00 am Registration & Morning Refreshments

8:50 am Chair’s Opening Remarks

Identifying Applications for Discovery & Engineering to Prioritize With Efficiency

9:00 am Fireside Chat: Weighing Up Benefits-Costs for Investment in Prediction Tools to Understand Potential vs Risk

Synopsis

• Evaluating prediction tool benefits to understand accelerated discovery effects

• Pin-pointing prediction tool limitations to understand overreliance risks and lack of flexibility issues

• Identifying how to mitigate associated prediction tool risks to decipher whether or not to invest

9:45 am Case Study: Optimizing Enzyme Engineering for a Cascade Reaction to Facilitate API Production

Synopsis

• Understanding how to develop enzymes accounting for substrate load and flexibility for a successful biocatalysis process

• Overcoming enzyme development challenges to obtain desired engineering outcomes

• Leveraging elements of ML to accelerate enzyme engineering

Visualizing Upstream & Downstream Processes With a New Lens to Optimize End-to-End Process Efficiencies

10:15 am Tapping into Cascade Reactions for APIs to Minimize Waste & Support Green Chemistry

  • Kaitlyn Gray Senior Principal Scientist in Process Chemistry, Pfizer

Synopsis

• Undertaking precision selection during engineering to promote enzyme compatibility with operating conditions

• Optimizing enzyme concentrations and reaction conditions to minimize the inhibition challenge

• Enabling coupled enzyme reactions to enable co-factor regeneration and streamline the cascade reaction

10:45 am Speed Networking & Morning Refreshments

Synopsis

Join our speed networking session to meet everyone in the room during a morning

refreshment period

11:45 am Futureproofing Early-Stage Scale up to Secure Optimal Synthesis Routes for Maximal End-Product Yields

Synopsis

• Making small-scale assessments to enable selectivity on a molecular scale

• Conducting small-scale synthesis planning to move forward with the most optimal biocatalysis routes

• Discovering routes for small and large scale and factoring in reproducibility and consistency

12:05 pm Session Reserved for Twist Bioscience

12:15 pm Case-Study: Uncovering Novo Nordisk’s Approach to Revolutionizing Oligonucleotide Production Via Biocatalysis & Observing Reactogenicity – Pharma Applications

Synopsis

• Implementing process efficiency for complex modalities and considering new developments for oligonucleotides to support biocatalysis optimization

• Synthesising shorter fragments during engineering to contribute towards sustainability and productivity of biocatalysis

• Hybridizing the oligonucleotide biocatalysis approach to maintain and maximize efficiency and yield

12:45 pm Networking Lunch

Narrowing Down Enzyme Variations Using Advanced Throughput Tools to Select for Flexibility

1:45 pm Identifying Non-Traditional Enzyme Engineering Capabilities to Improve Substrate Flexibility

Synopsis

• Exploring the technicalities of enzyme design for unconventional reactions to produce small molecules

• Pin-pointing optimal design principles during engineering to streamline early-stage success

• Understanding early conceptual framing to introduce non-conventional biocatalysis design

2:15 pm Optimizing Enzyme Activity, Selectivity, & Stability Through One-Shot Computational Design

Synopsis

• Scala offers one-shot enzyme design software

• Scala’s software optimizes enzyme activity, selectivity, and stability

• Scala’s technologies have been validated by over 50 research labs and top pharma companies

2:25 pm Roundtable Discussion: Identifying How to Optimize Enzyme Prioritization to Streamline Biocatalysis

Synopsis

• What are the key enzyme prioritization principles important to future-proof biocatalysis?

• How to advance current throughput screening methods for more efficient enzyme decision-making?

• What are the bottlenecks being faced regarding enzyme prioritization?

3:00 pm Afternoon Break & Poster Session

Synopsis

Take part in this opportunity to present your recent work in the field, hear feedback and gain inspiration from industry pioneers in the room

Identifying Novel & Sophisticated Engineering Efforts With Industrial Promise for Small & Large Molecule Development

3:45 pm Case Study: Utilizing Computation in Engineering With Mutexa to Navigate the Large Design Landscape & Inform Engineering

  • Yang Zhongyue Assistant Professor of Chemistry, Vanderbilt University

Synopsis

• Leveraging automated workflows to allow computation-aided enzyme engineering to minimize time pressures and boost efficiency

• Exploring effective engineering efforts to allow enzymes to flourish at lower temperatures to decrease cost and environmental pressures

• Identifying emerging opportunities for engineering with computation to future-proof biocatalysis-informed drug development

4:15 pm Chair’s Closing Remarks & End of Conference Day One