{"id":1710,"date":"2025-01-01T02:39:53","date_gmt":"2025-01-01T02:39:53","guid":{"rendered":"https:\/\/sites.rutgers.edu\/precision-medicine\/?p=1710"},"modified":"2025-08-09T03:16:57","modified_gmt":"2025-08-09T03:16:57","slug":"book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine","status":"publish","type":"post","link":"https:\/\/sites.rutgers.edu\/precision-medicine\/book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine\/","title":{"rendered":"Multi-omics\/genomics in predictive and personalized medicine"},"content":{"rendered":"<p>Our latest chapter\/article published in book i.e., <a href=\"https:\/\/www.sciencedirect.com\/book\/9780323918190\/artificial-intelligence-for-drug-product-lifecycle-applications\" target=\"_blank\" rel=\"noopener\">Artificial Intelligence for Drug Product Lifecycle Applications (<em>1st Edition<\/em>)<\/a>, edited by Drs. Alberto Pais, Carla Vitorino, Sandra Nunes, and T\u00e2nia Cova.<\/p>\n<p><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/B9780323918190000051\" target=\"_blank\" rel=\"noopener\"><strong>Multi-omics\/genomics in predictive and personalized medicine<\/strong><\/a><\/p>\n<p>The quest to understand the causes of common and rare traits has been the central focus of humankind, since the beginning of scientific discovery. Since our understanding of the complex nature of disease has evolved, we now realize that a precision medicine approach is necessary to optimally diagnose and determine the best treatment for individual patients. Well integrated and interpreted multi-omics\/genomics and multivariate clinical data have the potential to provide better predictive value than any of these data types alone to determine predisposition and diagnostic biomarkers. It will support in establishing relationships between genomics variations and disease mechanisms. However, despite current progress, multi-omics\/genomic data has not been widely adopted on a regular basis in the clinical settings to help practitioners in providing precise medical treatment. In this chapter, we discuss the importance of Findable, Accessible, Intelligent, and Reproducible (FAIR) approach to facilitate implementation of precision medicine. Furthermore, we propose to utilize artificial intelligence and machine learning approaches to identify novel biomarkers and predict disease with high accuracy.<\/p>\n<p><strong>Publication\/Citation:<\/strong><\/p>\n<ul>\n<li><strong>Ahmed, Z. <\/strong>(2025). <strong><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/B9780323918190000051\" target=\"_blank\" rel=\"noopener\">Multi-omics\/genomics in predictive and personalized medicine<\/a><\/strong><strong>. <\/strong><a href=\"https:\/\/www.sciencedirect.com\/book\/9780323918190\/artificial-intelligence-for-drug-product-lifecycle-applications\" target=\"_blank\" rel=\"noopener\">Artificial Intelligence for Drug Product Lifecycle Applications (<em>1st Edition<\/em>)<\/a>. Editors: Alberto Pais, Carla Vitorino, Sandra Nunes, T\u00e2nia Cova. Paperback ISBN: 9780323918190, Academic Press. (Elsevier).<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Our latest chapter\/article published in book i.e., Artificial Intelligence for Drug Product Lifecycle Applications (1st Edition), edited by Drs. Alberto Pais, Carla Vitorino, Sandra Nunes, and T\u00e2nia Cova. Multi-omics\/genomics in &hellip; <a href=\"https:\/\/sites.rutgers.edu\/precision-medicine\/book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine\/\" class=\"\">Read More<\/a><\/p>\n","protected":false},"author":1800,"featured_media":1954,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[23,17],"tags":[],"class_list":["post-1710","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-ml","category-publication"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Multi-omics\/genomics in predictive and personalized medicine - Precision Medicine<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sites.rutgers.edu\/precision-medicine\/book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Multi-omics\/genomics in predictive and personalized medicine - Precision Medicine\" \/>\n<meta property=\"og:description\" content=\"Our latest chapter\/article published in book i.e., Artificial Intelligence for Drug Product Lifecycle Applications (1st Edition), edited by Drs. 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Multi-omics\/genomics in &hellip; Read More\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sites.rutgers.edu\/precision-medicine\/book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine\/\" \/>\n<meta property=\"og:site_name\" content=\"Precision Medicine\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-01T02:39:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-09T03:16:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sites.rutgers.edu\/precision-medicine\/wp-content\/uploads\/sites\/701\/2025\/01\/multiomics_genomics_Aidpla_2025.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1706\" \/>\n\t<meta property=\"og:image:height\" content=\"500\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Zeeshan Ahmed\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Zeeshan Ahmed\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/sites.rutgers.edu\/precision-medicine\/book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine\/\",\"url\":\"https:\/\/sites.rutgers.edu\/precision-medicine\/book-chapter-multi-omics-genomics-in-predictive-and-personalized-medicine\/\",\"name\":\"Multi-omics\/genomics in predictive and personalized medicine - 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