{"ok":true,"trend":{"id":150600,"platform":"news","region":"global","key":"machine learning and molecular scaffolds supercharge production of a licorice-derived drug molecule","title":"Machine Learning and Molecular Scaffolds Supercharge Production of a Licorice-Derived Drug Molecule","url":"https://news.google.com/rss/articles/CBMiwgFBVV95cUxQVDNTRWY2T3dhcGdMSmZUUXdBdzJvTmFWSFVyblFMUDR0RVhwVGxqYmsxa1BQcFEwS2QycGhqdW1KSk9jdThTeTZOQzhfZld5ZFJTMUx2bzdNejN5d1BZSm4zemZ2cml0aWlNMnlxeVQzSE1oM2YwbFB2MXlBWEpoSHdEUi1qY2VlQmR4TGliVGx0UDlsRk9aYWhfbWVGc0M5RGRIbkFmd2dNYTNnTUYtaVI1QklEQTBqcDV0N3NvUGFKZw?oc=5","first_seen":"2026-09-27T20:43:47.134937Z","last_seen":"2026-09-28T09:01:48.420420Z","last_rank":27,"peak_rank":15,"last_volume":null,"peak_volume":0,"seen_count":10,"score":38.08,"category_hint":"biology","section":"science","category":"biology","summary":"Researchers report that combining machine learning with molecular scaffold engineering has significantly increased production of a drug molecule originally derived from licorice. The approach uses computational models to optimize biosynthesis, potentially making plant-derived pharmaceuticals cheaper and more sustainable to manufacture. The work highlights how AI tools are being applied to speed up drug compound production in biotechnology.","why":"Interest in AI-driven biotechnology advances that could make drug manufacturing faster and cheaper","tone":"positive","entities":["licorice","machine learning","bioengineering"],"summarized_at":"2026-09-28T08:47:38.796837Z","meta":{"via":"scan","lang":"en","term":"biology","source":"Bioengineer.org","generic":0.06,"published":"Sun, 27 Sep 2026 19:42:34 GMT"},"nw":0.5,"promo":0.03,"kind":"news_event","importance":1.52,"hidden":false,"hide_reason":null,"judged_at":"2026-09-27T20:43:48.443455Z","title_en":"Machine Learning Boosts Production of Licorice-Derived Drug Molecule","section_name":"Science","category_name":"Biology","timeline":[{"captured_at":"2026-09-27T20:43:47.134937Z","rank":15,"volume":null},{"captured_at":"2026-09-27T22:05:46.966036Z","rank":16,"volume":null},{"captured_at":"2026-09-27T23:27:45.878487Z","rank":16,"volume":null},{"captured_at":"2026-09-28T00:49:47.029991Z","rank":18,"volume":null},{"captured_at":"2026-09-28T02:11:46.116326Z","rank":17,"volume":null},{"captured_at":"2026-09-28T03:33:47.126072Z","rank":17,"volume":null},{"captured_at":"2026-09-28T04:55:46.641474Z","rank":19,"volume":null},{"captured_at":"2026-09-28T06:17:47.582077Z","rank":20,"volume":null},{"captured_at":"2026-09-28T07:39:45.900782Z","rank":25,"volume":null},{"captured_at":"2026-09-28T09:01:48.420420Z","rank":27,"volume":null}],"posts":[{"platform":"news","url":"https://news.google.com/rss/articles/CBMiwgFBVV95cUxQVDNTRWY2T3dhcGdMSmZUUXdBdzJvTmFWSFVyblFMUDR0RVhwVGxqYmsxa1BQcFEwS2QycGhqdW1KSk9jdThTeTZOQzhfZld5ZFJTMUx2bzdNejN5d1BZSm4zemZ2cml0aWlNMnlxeVQzSE1oM2YwbFB2MXlBWEpoSHdEUi1qY2VlQmR4TGliVGx0UDlsRk9aYWhfbWVGc0M5RGRIbkFmd2dNYTNnTUYtaVI1QklEQTBqcDV0N3NvUGFKZw?oc=5","author":"bioengineer.org","title":"Machine Learning and Molecular Scaffolds Supercharge Production of a Licorice-Derived Drug Molecule","snippet":null,"posted_at":"2026-09-27T19:42:34Z","likes":null}],"elsewhere":[],"window":"7d"}}