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{"id":25703,"date":"2023-03-09T21:51:53","date_gmt":"2023-03-09T21:51:53","guid":{"rendered":"https:\/\/scienceandnerds.com\/2023\/03\/09\/pan-variant-covid-vaccine-could-defang-future-strains-thanks-to-machine-learning\/"},"modified":"2023-03-09T21:51:53","modified_gmt":"2023-03-09T21:51:53","slug":"pan-variant-covid-vaccine-could-defang-future-strains-thanks-to-machine-learning","status":"publish","type":"post","link":"https:\/\/scienceandnerds.com\/2023\/03\/09\/pan-variant-covid-vaccine-could-defang-future-strains-thanks-to-machine-learning\/","title":{"rendered":"\u2018Pan-variant\u2019 COVID vaccine could defang future strains thanks to machine learning"},"content":{"rendered":"
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A new approach to vaccines with a machine learning twist could put an end to boosters and seasonal variant shots, according to MIT researchers. This \u201cpan-variant\u201d vaccine would ignore the virus itself but quickly control infections by cracking down on infected cells.<\/p>\n
To be quite clear, this is still in animal testing and is nowhere near being deployed. But with COVID becoming a resident virus in the human population, longer-lasting solutions than occasional boosters for particularly bad strains are in demand.<\/p>\n
The problem is that, as amazing as the mRNA vaccines are, they are reactive, not proactive: you see a variant, you sample its spike protein or some other distinctive feature and you slip it into the immune system so it knows to be on the lookout. It\u2019s a bit like letting a rescue dog sniff the belongings of a lost hiker.<\/p>\n
Researchers at MIT\u2019s Computer Science and Artificial Intelligence Laboratory wanted to find another, more enduring way to keep the body safe from COVID attack. A paper describing their findings was published today in the journal Frontiers in Immunology<\/a>.<\/p>\n