The results from WP1 have significant scientific and industrial impacts. The team developed several pipelines that will be available to the scientific community upon project completion, including specific controls for inter-family viruses and human cross-reactivity. These checkpoint systems are crucial, especially with emerging machine learning techniques for protein design, to mitigate potential adverse effects. Additionally, WP1 achieved important advances in industrial protein production by designing novel sequences that significantly enhance immunogen expression levels, which facilitates scalable manufacturing of any vaccines or products derived from the project.
WP2 has advanced the project’s scientific and translational goals by establishing a systematic, data-driven framework for the expression, purification, and biophysical characterization of candidate antigens. The integration of techniques such as HiBiT quantification, mass photometry, and surface plasmon resonance (SPR) ensures selection of only the most promising candidates based on expression yield, solubility, stability, and antigenicity. This rigorous methodology improves standards for early vaccine antigen screening and characterization, benefiting the broader scientific community. SPR confirmation of preserved neutralizing epitopes validates the design strategy and opens new avenues to study viral epitope structure-function relationships. Furthermore, WP2 has successfully transitioned selected variants to large-scale purification protocols adaptable to GMP conditions, supporting industrial translation by reducing risk and development timelines. The confirmation that multiple variants bind high-affinity neutralizing antibodies enhances prospects for both preventive and therapeutic applications, strengthening public health preparedness in regions at risk of WNV outbreaks. By achieving key milestones, WP2 confirms the viability of the project’s core concept—rational structure-based antigen design followed by experimental validation—and acts as a scientific and logistical cornerstone for subsequent work packages.
The achievements of WP3 have enabled the production of functional virus-like particles (VLPs) within the consortium, supporting ongoing vaccine development and antibody generation efforts. Although there is no measurable economic impact yet, these results are essential for advancing the scientific and technical aspects of the project.