{"664806":{"#nid":"664806","#data":{"type":"external_news","title":"Summit Supercomputer, Deep Learning Power Protein Interaction Prediction","body":[{"value":"\u003Cp\u003EUnderstanding protein interactions is key to innumerable fields \u0026mdash;\u0026nbsp;including, notably, drug design. Now, researchers from the Georgia Institute of Technology have developed a machine learning tool to predict interactions between multiple proteins, paving the way for easier identification of drug targets for antibiotics and therapeutics.\u0026nbsp;The open-source, publicly available tool is called\u0026nbsp;\u003Ca href=\u0022https:\/\/github.com\/FreshAirTonight\/af2complex\u0022\u003EAF2Complex\u003C\/a\u003E\u0026nbsp;\u0026mdash;\u0026nbsp;short for AlphaFold 2 Complex, since the tool is built on top of London-based artificial intelligence lab DeepMind\u0026rsquo;s AlphaFold 2 protein structure prediction program.\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/jeffrey-skolnick\u0022\u003EJeffrey Skolnick\u003C\/a\u003E, Regents\u0026#39; Professor and Mary and Maisie Gibson Chair in the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/mu_gao\u0022\u003EMu Gao\u003C\/a\u003E, senior research scientist, are co-authors of the study.\u0026nbsp;\u003C\/p\u003E\r\n","summary":null,"format":"limited_html"}],"field_subtitle":"","field_summary":"","field_summary_sentence":"","uid":"34434","created_gmt":"2023-01-17 20:09:35","changed_gmt":"2023-01-17 20:09:35","author":"Renay San Miguel","boilerplate_text":"","field_publication":"","field_article_url":"","publication_url":"https:\/\/www.hpcwire.com\/2023\/01\/09\/summit-supercomputer-deep-learning-power-protein-interaction-prediction\/","dateline":{"date":"2023-01-09T00:00:00-05:00","iso_date":"2023-01-09T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"146","name":"Life Sciences and Biology"}],"keywords":[{"id":"4896","name":"College of Sciences"},{"id":"166882","name":"School of Biological Sciences"},{"id":"11937","name":"Jeffrey Skolnick"},{"id":"20381","name":"Mu Gao"},{"id":"175987","name":"protein structure"},{"id":"5910","name":"Drug Discovery"},{"id":"9167","name":"machine learning"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}