Pfizer has signed a collaboration agreement to use CytoReason’s machine learning model of the immune system for drug discovery.
CytoReason will receive from Pfizer payments potentially equaling up to low double digit millions of US$ for technology access fees, research support and certain success-based payments.
CytoReason’s proprietary platform helps rebuild lost cellular information from gene expression data and associates genes to specific cells. This information is then integrated with additional omics and literature data to create a cell-based model of the trial-specific immune response.
Integration with the CytoReason disease model empowers the study analytics and allows the model to learn and improve, leading to robust target discovery, drug response biomarkers and indication selection.
Pfizer chief scientific officer Michael Vincent said: “We believe that CytoReason’s platform has the potential to offer valuable insights that may be applied to our research into the human immune system.
“Leveraging technologies such as this can help us understand disease and prioritize targets, and support our mission of bringing innovative new therapies to patients who need them.”
CytoReason’s CEO David Harel said: “The collaboration with Pfizer will further strengthen our models in our core therapeutic areas. This will be our fifth major partnership, which we believe will help make our model unparalleled in its accuracy for assets across the pipeline.
“CytoReason’s model brings together thousands of samples on a cell-protein-gene level, allowing for fast and accurate insights.”
Source: Company Press Release