{"id":4154,"date":"2025-04-28T08:06:11","date_gmt":"2025-04-28T08:06:11","guid":{"rendered":"https:\/\/www.sygnaturediscovery.com\/poster\/multi-omics-ai-approach\/"},"modified":"2026-01-22T14:21:37","modified_gmt":"2026-01-22T14:21:37","slug":"multi-omics-ai-approach","status":"publish","type":"poster","link":"https:\/\/www.sygnaturediscovery.com\/fr\/poster\/multi-omics-ai-approach\/","title":{"rendered":"A Comprehensive Multi-Omics AI Approach, Proven Drug Discovery Capabilities, and Deep Neuroscience Expertise"},"content":{"rendered":"<p><span style=\"font-size: 14pt;\">As CNS drug discovery grows more complex, so does the need for smarter, more integrated approaches to target identification and validation. In this poster, Sygnature Discovery outlines a comprehensive platform combining multi-omics data, AI-powered analysis, and deep neuroscience expertise to accelerate discovery for neurodegenerative and neuroinflammatory disorders. By combining proven drug discovery capabilities, a modular neuroscience platform, and deep therapeutic expertise, we accelerate the path from data to clinical candidates\u2014tailored to client goals and underpinned by expert-driven decision-making.<\/span><\/p>\n<h2><span style=\"font-size: 18pt;\"><strong>Our Multi-Omics AI Approach<\/strong><\/span><\/h2>\n<p class=\"\" data-start=\"496\" data-end=\"817\"><span style=\"font-size: 12pt;\">Diseases of the central nervous system often involve multifactorial pathways and subtle molecular drivers that single-layer data can miss. A multi-omics strategy\u2014integrating genomics, transcriptomics, proteomics and phenotypic data\u2014offers us a more holistic view, enabling precise prioritisation of disease-relevant targets.<\/span><\/p>\n<p class=\"\" data-start=\"819\" data-end=\"849\"><span style=\"font-size: 12pt;\">Our approach enhances this by:<\/span><\/p>\n<ul>\n<li data-start=\"852\" data-end=\"940\"><span style=\"font-size: 12pt;\">Applying AI and network-based analytics to detect high-confidence, druggable targets<\/span><\/li>\n<li data-start=\"943\" data-end=\"1038\"><span style=\"font-size: 12pt;\">Linking omics data with patient-derived iPSC models and functional phenotypic screening<\/span><\/li>\n<li data-start=\"1041\" data-end=\"1139\"><span style=\"font-size: 12pt;\">Aligning output with proven medicinal chemistry and biology workflows for seamless progression<\/span><\/li>\n<\/ul>\n<h2 data-start=\"1141\" data-end=\"1182\"><span style=\"font-size: 18pt;\"><strong>Sygnature&rsquo;s Neuroscience Capabilities &amp; Drug Discovery Expertise<\/strong><\/span><\/h2>\n<p class=\"\" data-start=\"1184\" data-end=\"1296\"><span style=\"font-size: 12pt;\">Underpinned by decades of neuroscience and drug discovery expertise, our integrated platform enables clients to:<\/span><\/p>\n<ul>\n<li data-start=\"1299\" data-end=\"1346\"><span style=\"font-size: 12pt;\">Rapidly identify and validate novel CNS targets<\/span><\/li>\n<li data-start=\"1349\" data-end=\"1415\"><span style=\"font-size: 12pt;\">Align target selection with therapeutic relevance and tractability to take your target through to <a href=\"https:\/\/www.sygnaturediscovery.com\/drug-discovery\/integrated-drug-discovery\/hit-identification\/\">hit identification<\/a>.<\/span><\/li>\n<li data-start=\"1418\" data-end=\"1485\"><span style=\"font-size: 12pt;\">Translate early discovery insights into robust candidate nomination to enhance your candidate&rsquo;s chance of success in the clinic.<\/span><\/li>\n<\/ul>\n<p class=\"\" data-start=\"1487\" data-end=\"1621\"><span style=\"font-size: 14pt;\"><strong data-start=\"1490\" data-end=\"1619\">Download the full poster to learn how Sygnature\u2019s tailored, data-driven approach is transforming neuroscience drug discovery.<\/strong><\/span><\/p>\n<p class=\"\" data-start=\"1623\" data-end=\"1714\"><span style=\"font-size: 14pt;\">At Sygnature Discovery our <a href=\"https:\/\/www.sygnaturediscovery.com\/therapeutic-areas\/neuroscience\/\" target=\"_blank\" rel=\"noopener\">neuroscience teams<\/a> take a tailored, data driven approach to advance your CNS pipeline with confidence. <a href=\"https:\/\/www.sygnaturediscovery.com\/contact\/\" target=\"_blank\" rel=\"noopener\">Speak to the team<\/a> today to learn more.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"featured_media":2899,"template":"","category":[679,697,690,678,753,688],"class_list":["post-4154","poster","type-poster","status-publish","has-post-thumbnail","hentry","category-computer-aided-drug-design","category-generative-ai-and-machine-learning","category-hit-identification","category-integrated-drug-discovery","category-neuroscience","category-therapeutic-areas"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - 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