AI Platforms Produce Melanoma Vaccine Blueprint and Protein Binders for Targeted T-Cell Therapy
CLINICAL SETTINGS AND RESEARCH INSTITUTIONS INCLUDING THE NATIONAL INSTITUTES OF HEALTH, JUL 25 – AI reduces clinical trial screening time by 40% and accelerates personalized cancer immunotherapy development through advanced protein design and precision medicine techniques.
- Researchers report in Science that an AI system designs protein-based keys guiding immune cells to attack cancer, employing virtual safety screenings to avoid side effects.
- AI takes over scheduling and data entry tasks, freeing clinicians to focus on patient care, while analyzing large datasets to match patients to trials.
- Testing revealed that human T cells engineered with the AI-designed protein rapidly killed melanoma cells, and Jenkins says designs can be tested in weeks.
- AI and ML are already reshaping oncology by accelerating trial timelines, refining treatment selection and enhancing pharmacy operations, with real-time recommendations speeding decisions.
- The path forward demands collaboration among providers, data scientists, ethicists, regulators, and patients, to advance AI-driven personalized cancer treatments.
12 Articles
12 Articles
AI turns immune cells into precision cancer killers—in just weeks
A breakthrough AI system is revolutionizing cancer immunotherapy by enabling scientists to design protein-based keys that train a patient s immune cells to attack cancer with extreme precision. This method, capable of reducing development time from years to weeks, was successfully tested on known and patient-specific tumor targets. Using virtual safety screenings to avoid harmful side effects, the platform represents a leap forward in personaliz…
BATMAN brings T cell receptor therapy out of the shadows
Imagine your immune cells could be modified to attack any kind of cancer. T cell receptor (TCR) therapy has the potential to one day become a universal cancer treatment. But there are risks. Similarities between cancerous and healthy cells can affect the body's immune response, causing T cells to attack unintended targets.
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