{"id":191280,"date":"2024-06-15T22:29:04","date_gmt":"2024-06-16T03:29:04","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/06\/deep-model-predictive-control-of-gene-expression-in-thousands-of-single-cells"},"modified":"2024-06-15T22:29:04","modified_gmt":"2024-06-16T03:29:04","slug":"deep-model-predictive-control-of-gene-expression-in-thousands-of-single-cells","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/06\/deep-model-predictive-control-of-gene-expression-in-thousands-of-single-cells","title":{"rendered":"Deep model predictive control of gene expression in thousands of single cells"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/deep-model-predictive-control-of-gene-expression-in-thousands-of-single-cells.jpg\"><\/a><\/p>\n<p>Gene expression is inherently dynamic, due to complex regulation and stochastic biochemical events. Here the authors train a deep neural network to predict and dynamically control gene expression in thousands of individual bacteria in real-time which they then apply to control antibiotic resistance and study single-cell survival dynamics.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Gene expression is inherently dynamic, due to complex regulation and stochastic biochemical events. Here the authors train a deep neural network to predict and dynamically control gene expression in thousands of individual bacteria in real-time which they then apply to control antibiotic resistance and study single-cell survival dynamics.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,19,6],"tags":[],"class_list":["post-191280","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-chemistry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/191280","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=191280"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/191280\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=191280"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=191280"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=191280"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}