Cambridge Healthtech Institute’s 9th Annual
Leveraging Data Science for Enhanced Protein Expression
Turning Data into Predictable Protein Production
17 November 2026
Protein expression has entered a data-defined era where engineering precision and expression efficiency are powered by high-quality data generation and advanced analytics. Cambridge Healthtech Institute’s Ninth Annual Leveraging Data Science for Enhanced Protein Expression conference at PEGS Europe convenes researchers applying high-throughput experimentation, automated workflows, and integrated multi-omics datasets to build predictive models for recombinant protein expression, host optimisation, and scalable production. Designed for protein scientists driving discovery and development, this conference emphasises transforming complex experimental data into actionable insights to accelerate timelines, improve yields, and guide decision-making across the expression pipeline.
Coverage will include, but is not limited to:
- Building high-quality, standardised datasets to enable robust predictive modelling in protein expression
- Integrating high-throughput screening platforms with automated data capture and workflow analytics
- Applying machine learning to decode sequence–structure–expression–secretion relationships
- Leveraging multi-omics (genomics, transcriptomics, and proteomics) to inform host and clone selection
- Data-driven codon optimisation, vector design, and construct engineering strategies
- Designing experiments for model training: statistical rigour, feature selection, and reproducibility
- Closing the loop between in silico predictions and wet-lab validation to continuously refine models
- Implementing digital infrastructure and data governance to support cross-functional collaboration
- Upskilling protein scientists to effectively generate, interpret, and act on complex analytical outputs
- Sharing case studies, best practices, and lessons learned
The deadline for priority consideration is 9 April 2026.
All proposals are subject to review by session chairpersons and/or the Scientific Advisory Committee to ensure the overall quality of the conference program. Additionally, as per Cambridge Healthtech Institute’s policy, a select number of vendors and consultants who provide products and services will be offered opportunities for podium presentation slots based on a variety of Corporate Sponsorships.
Opportunities for Participation: