{"id":186083,"date":"2026-02-10T09:53:00","date_gmt":"2026-02-10T14:53:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/10\/machine-learning-to-accelerate-antibody-manufacturing\/"},"modified":"2026-02-10T10:00:13","modified_gmt":"2026-02-10T15:00:13","slug":"machine-learning-to-accelerate-antibody-manufacturing","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/02\/10\/machine-learning-to-accelerate-antibody-manufacturing\/","title":{"rendered":"Machine Learning To Accelerate Antibody Manufacturing"},"content":{"rendered":"<p><a href=\"https:\/\/www.technologynetworks.com\/tn\/news\/machine-learning-model-could-accelerate-antibody-drug-production-409486\">Machine Learning To Accelerate Antibody Manufacturing<\/a><\/p>\n<p><a href=\"https:\/\/www.technologynetworks.com\/tn\/news\/machine-learning-model-could-accelerate-antibody-drug-production-409486\">https:\/\/www.technologynetworks.com\/tn\/news\/machine-learning-model-could-accelerate-antibody-drug-production-409486<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-02-10 09:53:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.technologynetworks.com\">www.technologynetworks.com<\/a><\/p>\n<ul>\n<li>Monoclonal antibodies are lab-made proteins used to treat various diseases but face a manufacturing bottleneck.<\/li>\n<li>Researchers at the University of Oklahoma have developed a machine learning model to accelerate the manufacturing timeline of monoclonal antibodies.<\/li>\n<li>The model aims to identify high-yield cell lines more quickly, which could reduce production costs and time.<\/li>\n<li>The machine learning model correctly identified high-performing clones 76.2% of the time and accurately forecasted production trajectories.<\/li>\n<li>The research includes a partnership with Wheeler Bio, a contract development and manufacturing organization focused on antibody therapies.<\/li>\n<li>The project is part of a $35 million initiative by the U.S. Economic Development Administration to enhance Oklahoma\u2019s biotechnology industry.<\/li>\n<li>The study emphasizes the combination of academic research and industrial application to address real-world challenges in biopharmaceutical manufacturing.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Learning To Accelerate Antibody Manufacturing https:\/\/www.technologynetworks.com\/tn\/news\/machine-learning-model-could-accelerate-antibody-drug-production-409486 Publish Date: 2026-02-10 09:53:00 Source Domain: www.technologynetworks.com Monoclonal&#8230;<\/p>\n","protected":false},"author":1,"featured_media":186084,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/assets.technologynetworks.com\/production\/dynamic\/images\/content\/409486\/antibodies-structure-unsplash-640x360.jpg?cb=20260210","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-186083","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/186083"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=186083"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/186083\/revisions"}],"predecessor-version":[{"id":186085,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/186083\/revisions\/186085"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/186084"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=186083"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=186083"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=186083"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}