Machine-learning for immunotherapy
A prestigious EU-grant will advance OncoImmunity’s machine-learning approach to develop personalized cancer immunotherapy.
The bioinformatics company OncoImmunity AS is empowering cancer immunotherapy with artificial intelligence. They use innovative software solutions to guide the discovery of neoantigen-based personalized immunotherapies and biomarkers. What does this really mean?
It means that the software they have developed helps to identify neoantigens, also known as immunogenic mutations, in a patient’s cancer cells. Cancer cells deceive the immune system by looking like healthy cells. But they still express cancer-specific markers, known as neoantigens. (See facts box for explanation.)
Enables personalized medicine
The interesting part about neoantigens, is that every patient’s tumor expresses a unique combination. This enables truly personalized medicine to be applied, if the correct neoantigens are selected from the thousands of possible candidates in the genome of a tumor. Researchers using this technology can now solve this “needle in the haystack” challenge by analyzing a tumor genome to figure out the right cocktail of neoantigens, for each individual patient, and design a specific vaccine or cell therapy uniquely designed just for them.
Such personalized immunotherapy can for instance boost the immune system’s response by making the immune system better able to recognize and target the patient’s unique cancer cells.
Faster bespoke treatment
OncoImmunity’s flagship software, the ImmuneProfiler, is a unique machine learning solution that makes it easier to instantaneously see and accurately select which neoantigens will be responsive in each patient.
It thereby helps biotech companies design neoantigen-based personalized cancer vaccines and cell therapies and enables bespoke treatments to be developed faster. Additionally, the technology allows clinical researchers to select which patients will likely respond to the wide range of cancer immunotherapies currently under development in the field.
In that sense, the OncoImmunity-approach to cancer treatment is exactly in line with Oslo Cancer Cluster’s main goal: to speed up the development of new cancer treatments for the benefit of cancer patients.
Horizon 2020’s SME Instrument is a grant that is tailored for small and medium sized enterprises (SMEs). It targets innovative businesses with international ambitions — such as OncoImmunity.
The SME Instrument has two application phases. Phase one awards the winning company 50 000 Euros based on an innovative project idea. Phase two is the actual implementation of the main project. In this phase, the applicant may receive between 1 and 2,5 million Euros.
Oncoimmunity won the phase one project last year. Then, the founders of the bioinformatics company were happy about the opportunity to refine and optimize their machine-learning framework. Their goal has always been to facilitate personalized cancer vaccine design.
Now, they have won a considerably larger grant of 2,2 Million Euros that they are going to use to fund a project titled Machine-learning Engine for the Design of personalized Vaccines in Cancer (MEDIVAC).
The SME Instrument grant provides OncoImmunity the opportunity to further customise their machine-learning framework, called the ImmuneProfiler,for specific vaccine platforms, facilitating the design of safer and more efficacious personalised cancer vaccines.
— We applied for the SME instrument grant as it represents a fantastic funding vehicle for cutting edge, innovative projects with huge commercial potential. The call matched our ambition to position OncoImmunity as the leading supplier of neoantigen identification software in the personalised cancer vaccine market, says Dr. Richard Stratford, Chief Executive Officer and Co-founder of OncoImmunity.
— This opportunity will also help us establish the requisite quality assurance systems, certifications, and clinical validation with our partners, to get our software approved as a medical device in both the EU and US, says Dr. Trevor Clancy, Chief Scientific Officer and Co-founder of OncoImmunity.
SMEs can apply
The SME Instrument is looking for high growth- and highly innovative SMEs with global ambitions. They are developing innovative technologies that have the potential to disrupt the established value networks and existing markets.
Companies applying for the SME Instrument must meet the requirements set by the programme. Please see the SME Instrument website for more information in English or the SME Instrument webpage of Innovation Norway for more information in Norwegian.
Curious about which companies have received the SME Instrument so far? Have look at this database with an overview of all the grant receiving companies in Europe.
Want to know which Norwegian companies received grants from The European Unions research programme Horizon2020 in 2018? Read this article from Innovation Norway (in Norwegian).
Oslo Cancer Cluster supports members via the EU Advisor Program in collaboration with Innovayt, making them aware of relevant EU- and H2020 funding opportunities and helping them to identify the right calls for their development phase and goals. Oslo Cancer Cluster also assists with partner searches using national and international networks and provides direct support during the grant writing and submission process.