π MIT researchers use AI to fight drug-resistant bacteria
Scientists at MIT are turning to generative AI to outsmart one of the greatest medical threats of our time β antibiotic resistance.
π¬ Instead of searching traditional chemical libraries, the team generated over 36 million hypothetical molecules and screened them using graph neural networks, which analyze atoms and bonds as interconnected graphs.
β‘ Key results:
β’ 24 molecules were selected and synthesized
β’ 7 showed strong antibacterial activity
β’ 2 proved so effective they cured infected mice
π§ͺ The top candidates are NG1 and DN1:
β’ DN1 successfully eliminated MRSA skin infections in mice
β’ NG1 wiped out drug-resistant gonorrhea
π‘ What makes this breakthrough unique is how AI opens entirely new βchemical space,β beyond the reach of existing catalogs β giving scientists a way to discover novel compounds faster and more cost-effectively.
MIT researchers believe this approach could spark a βsecond golden age of antibiotics.β
π Read more: MIT News
@Science #AI #Biotech #Antibiotics #DrugResistance
Scientists at MIT are turning to generative AI to outsmart one of the greatest medical threats of our time β antibiotic resistance.
π¬ Instead of searching traditional chemical libraries, the team generated over 36 million hypothetical molecules and screened them using graph neural networks, which analyze atoms and bonds as interconnected graphs.
β‘ Key results:
β’ 24 molecules were selected and synthesized
β’ 7 showed strong antibacterial activity
β’ 2 proved so effective they cured infected mice
π§ͺ The top candidates are NG1 and DN1:
β’ DN1 successfully eliminated MRSA skin infections in mice
β’ NG1 wiped out drug-resistant gonorrhea
π‘ What makes this breakthrough unique is how AI opens entirely new βchemical space,β beyond the reach of existing catalogs β giving scientists a way to discover novel compounds faster and more cost-effectively.
MIT researchers believe this approach could spark a βsecond golden age of antibiotics.β
π Read more: MIT News
@Science #AI #Biotech #Antibiotics #DrugResistance
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