{"id":205556,"date":"2025-02-05T06:07:30","date_gmt":"2025-02-05T12:07:30","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/02\/a-mechanism-informed-deep-neural-network-enables-prioritization-of-regulators-that-drive-cell-state-transitions"},"modified":"2025-02-05T06:07:30","modified_gmt":"2025-02-05T12:07:30","slug":"a-mechanism-informed-deep-neural-network-enables-prioritization-of-regulators-that-drive-cell-state-transitions","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/02\/a-mechanism-informed-deep-neural-network-enables-prioritization-of-regulators-that-drive-cell-state-transitions","title":{"rendered":"A mechanism-informed deep neural network enables prioritization of regulators that drive cell state transitions"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/a-mechanism-informed-deep-neural-network-enables-prioritization-of-regulators-that-drive-cell-state-transitions2.jpg\"><\/a><\/p>\n<p>Identifying driver regulators in cell stateions is key to decoding cellular function. Here, the authors present regX, an interpretable AI framework to prioritise potential driver TFs and cCREs from single-cell multiomics data, showing potential for understanding and manipulating cell states.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Identifying driver regulators in cell stateions is key to decoding cellular function. Here, the authors present regX, an interpretable AI framework to prioritise potential driver TFs and cCREs from single-cell multiomics data, showing potential for understanding and manipulating cell states.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-205556","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/205556","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=205556"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/205556\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=205556"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=205556"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=205556"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}