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Google AI-based tiny syringe to inject proteins, cancer-killing drugs

Using the Artificial Intelligence (AI) tool AlphaFold the team including from the Massachusetts Institute of Technology (MIT) and Harvard University engineered a tiny syringe-like injection structure, naturally produced by Photorhabdus bacteria which primarily infects insects. ....

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Speeding up drug discovery with diffusion generative models

MIT researchers built DiffDock, a diffusion generative model that could potentially find new drugs faster than traditional methods and reduce the potential for adverse side effects. ....

Regina Barzilay , Bowen Jing , Tim Peterson , Gabriele Corso , Computer Sciences , Louis School Of Medicine , University Of Washington St , Artificial Intelligence Laboratory , International Conference On Learning Representations , Department Of Energy Computational Science Graduate Fellowship , Latif Jameel Clinic , Machine Learning , Jameel Clinic , International Conference , Louis School , Professor Regina Barzilay , Professor Tommi Jaakkola , Pharmaceutical Discovery , Medical Countermeasures Against New , Emerging Threats , Molecular Discovery , Sanofi Computational Antibody Design , Energy Computational Science Graduate , Mit Abdul Latif Jameel Clinic For Machine Learning In Health , Mit Jameel Clinic , J Clinic ,

Bacterial injection system delivers proteins in mice and human cells

Researchers have developed a new protein delivery approach that works in human cells and animals. The system could be a safe and efficient way to deliver gene therapies and cancer therapies. ....

Feng Zhang , William Ackman , K Lisa Yang , Kennethc Griffin , Neri Oxman , Joseph Kreitz , Howard Hughes Medical Institute , Asness Family Foundation , Pershing Square Foundation , Mcgovern Institute , Broad Institute Programmable Therapeutics Gift Donors , Mcgovern Institute For Brain Research , Hocke Tan Molecular Therapeutics Center , Bt Charitable Foundation , K Lisa Yang Center , Autism Research , Psychiatric Disorders Research , Broad Institute , Body Center , National Institutes Of Health , Poitras Center , Brain Research , Professor Feng Zhang , Patricia Poitras Professor , Howard Hughes Medical , National Institutes ,

Machine learning may accelerate solutions to address protein design challenges

Machine learning can be used to create protein molecules much more accurately and quickly than previously possible. ....

James Collins , David Baker , Derek Lowe , University Of Washington , Massachusetts Institute Of Technology , University Of Washington School Medicine , European Molecular Biology Laboratory Bioinformatics Institute , Washington School , European Molecular Biology Laboratory , European Bioinformatics Institute , Chemistry World , Massachusetts Institute , Molecular Systems Biology , Artificial Intelligence , Machine Learning , Protein Structures , Drug Discovery , Protein Ligand Interactions , Protein Structure Prediction , Protein Design , Protein Structure , Protein Folding , Deep Learning , Mino Acid Sequences ,

Analyzing the potential of AlphaFold in drug discovery

Using protein structures generated by the AI software AlphaFold, MIT researchers investigated whether existing computational models could identify the mechanisms of action of antibacterial compounds. ....

Aarti Krishnan , James Collins , Felix Wong , Roy Kishony , Broad Institute , Department Of Biological Engineering , Institute For Medical Engineering , National Institute Of Allergy , National Institutes Of Health , Flu Lab , Jamess Mcdonnell Foundation , Swiss National Science Foundation , Technion The Israel Institute Of Technology , Sea Grape Foundation , Wyss Foundation , Termeer Professor , Medical Engineering , Biological Engineering , Molecular Systems , Israel Institute , Odonnell Foundation , National Institute , Infectious Diseases , National Institutes , Audacious Project , Antibiotics Artificial Intelligence ,