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AI as a Tool for New Therapeutics

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  • In medicine, artificial intelligence is already being used in a variety of ways.it is being used to screen tissues and images for cancer cells.

    Now AI may help us come up with better drugs and vaccines, specifically mRNA vaccines which is the same technology behind two COVID vaccines.

    Researchers used AI to design the structure enhancing the stability of the mRNAs. The goal was to make the mRNA more stable once injected in the body so that it will trigger the immune system to make higher amounts of protective antibodies.

    These AI engineered mRNA are double stranded molecules that produce more than one hundred times the antibody response than non-AI optimized mRNAs.

    The shelf life is also longer. And the same approach could be used to design vaccines for a wide range of diseases including ones that fight cancer.

    In another separate study, AI networks were trained on databases with thousands of protein sequences to create antibodies that bind to their targets better. This led to some antibodies that were better at binding to SARS-CoV2, Ebola and the flu virus.

    That means that they're more efficient at helping the immune system launch a robust defense against these threatening diseases.

    Scientists now speculate this generative AI approach can go beyond improving existing antibodies to design new ones to fight deadly viruses. That would be helpful in dealing with a future that's bound to include unpredictable pandemics.

    You can now hear additional episodes on many of your favorite podcast providers - visit Buzzsprout to subscribe.

More Information

How generative AI is building better antibodies
Language models similar to those behind ChatGPT have been used to improve antibody therapies against COVID-19, Ebola and other viruses...

'Remarkable' AI tool designs mRNA vaccines that are more potent and stable
Software from Baidu Research yields jabs for COVID that have greater shelf stability and that trigger a larger antibody response in mice than conventionally designed shots...

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