{"id":21289,"date":"2025-03-31T21:59:13","date_gmt":"2025-03-31T21:59:13","guid":{"rendered":"https:\/\/www.tun.com\/home\/?p=21289"},"modified":"2025-03-31T21:59:14","modified_gmt":"2025-03-31T21:59:14","slug":"new-ai-models-to-revolutionize-protein-science-and-health-care","status":"publish","type":"post","link":"https:\/\/www.tun.com\/home\/new-ai-models-to-revolutionize-protein-science-and-health-care\/","title":{"rendered":"New AI Models to Revolutionize Protein Science and Health Care"},"content":{"rendered":"\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-uagb-blockquote uagb-block-e7eb3fc3 uagb-blockquote__skin-border uagb-blockquote__stack-img-none\"><blockquote class=\"uagb-blockquote\"><div class=\"uagb-blockquote__content\">Researchers unveil new AI models, InstaNovo and InstaNovo+, set to enhance accuracy and discovery in protein science, offering new hope for personalized medicine, drug discovery and more.<\/div><footer><div class=\"uagb-blockquote__author-wrap uagb-blockquote__author-at-left\"><\/div><\/footer><\/blockquote><\/div>\n\n\n\n<div class=\"wp-block-group is-content-justification-space-between is-nowrap is-layout-flex wp-container-core-group-is-layout-0dfbf163 wp-block-group-is-layout-flex\"><div style=\"font-size:16px;\" class=\"has-text-align-left wp-block-post-author\"><div class=\"wp-block-post-author__content\"><p class=\"wp-block-post-author__name\">The University Network<\/p><\/div><\/div>\n\n\n<div class=\"wp-block-uagb-social-share uagb-social-share__outer-wrap uagb-social-share__layout-horizontal uagb-block-ee584a31\">\n<div class=\"wp-block-uagb-social-share-child uagb-ss-repeater uagb-ss__wrapper uagb-block-ec619ce7\"><span class=\"uagb-ss__link\" data-href=\"https:\/\/www.facebook.com\/sharer.php?u=\" tabindex=\"0\" role=\"button\" aria-label=\"facebook\"><span class=\"uagb-ss__source-wrap\"><span class=\"uagb-ss__source-icon\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.8 90.69 226.4 209.3 245V327.7h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.3 482.4 504 379.8 504 256z\"><\/path><\/svg><\/span><\/span><\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-social-share-child uagb-ss-repeater uagb-ss__wrapper uagb-block-32d99934\"><span class=\"uagb-ss__link\" data-href=\"https:\/\/twitter.com\/share?url=\" tabindex=\"0\" role=\"button\" aria-label=\"twitter\"><span class=\"uagb-ss__source-wrap\"><span class=\"uagb-ss__source-icon\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\"><path d=\"M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z\"><\/path><\/svg><\/span><\/span><\/span><\/div>\n\n\n\n<div class=\"wp-block-uagb-social-share-child uagb-ss-repeater uagb-ss__wrapper uagb-block-1d136f14\"><span class=\"uagb-ss__link\" data-href=\"https:\/\/www.linkedin.com\/shareArticle?url=\" tabindex=\"0\" role=\"button\" aria-label=\"linkedin\"><span class=\"uagb-ss__source-wrap\"><span class=\"uagb-ss__source-icon\"><svg xmlns=\"https:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 448 512\"><path d=\"M416 32H31.9C14.3 32 0 46.5 0 64.3v383.4C0 465.5 14.3 480 31.9 480H416c17.6 0 32-14.5 32-32.3V64.3c0-17.8-14.4-32.3-32-32.3zM135.4 416H69V202.2h66.5V416zm-33.2-243c-21.3 0-38.5-17.3-38.5-38.5S80.9 96 102.2 96c21.2 0 38.5 17.3 38.5 38.5 0 21.3-17.2 38.5-38.5 38.5zm282.1 243h-66.4V312c0-24.8-.5-56.7-34.5-56.7-34.6 0-39.9 27-39.9 54.9V416h-66.4V202.2h63.7v29.2h.9c8.9-16.8 30.6-34.5 62.9-34.5 67.2 0 79.7 44.3 79.7 101.9V416z\"><\/path><\/svg><\/span><\/span><\/span><\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<p>In an exciting development poised to transform the landscape of biotechnology and medicine, researchers have introduced two powerful AI models, InstaNovo and InstaNovo+, designed to revolutionize protein science. <\/p>\n\n\n\n<p>This breakthrough comes from a collaborative effort between experts at Technical University of Denmark (DTU), Delft University in the Netherlands and the British AI company InstaDeep. The new models promise to significantly enhance the accuracy of protein sequencing and have the potential to propel advances in personalized medicine, drug discovery and diagnostics.<\/p>\n\n\n\n<p>The advent of widely accessible AI tools has fueled rapid progress across various scientific fields. <\/p>\n\n\n\n<p>In biotechnology, AI-driven innovations are sparking groundbreaking research in drug discovery, precision medicine, gene editing and food security. One crucial sub-field benefiting from these advancements is proteomics \u2014 the large-scale study of proteins, the essential molecules that drive biological processes.<\/p>\n\n\n\n<p>Proteomics relies on vast databases that allow scientists to identify proteins and microorganisms in samples, aiding in disease diagnosis, treatment monitoring and pathogen identification. <\/p>\n\n\n\n<p>However, conventional methods have limitations.<\/p>\n\n\n\n<p>&#8220;First off, no database includes everything, so you need to know which databases are relevant to your particular needs. Then deep searches are very time-consuming and demand a lot of computer power. And, finally, it\u2019s nearly impossible to identify proteins that haven\u2019t been registered yet,&#8221; corresponding author Timothy Patrick Jenkins, an associate professor at DTU Bioengineering, said in a news release<\/p>\n\n\n\n<p>In response to these challenges, researchers have been developing algorithms to enhance accuracy and reduce computational costs. Yet, according to Jenkins and his team, their performance has often been &#8220;underwhelming.&#8221;<\/p>\n\n\n\n<p>The newly proposed AI models, InstaNovo and InstaNovo+, represent a significant leap forward. These models, featured in a paper <a href=\"https:\/\/www.nature.com\/articles\/s42256-025-01019-5\" target=\"_blank\" rel=\"noopener\" title=\"\">published<\/a> in Nature Machine Intelligence, offer extraordinary precision in de novo peptide sequencing \u2014 an essential process in proteomics research.<\/p>\n\n\n\n<p>&#8220;Seen together, our models exceed state-of-the-art and are significantly more precise than currently available tools. Furthermore, as we show in the paper, our models are not specific to a particular research area. Instead, these tools could propel significant advances in all fields involving proteomics,&#8221; added co-first author Kevin Michael Eloff, a research engineer at InstaDeep.<\/p>\n\n\n\n<p>To validate the models&#8217; effectiveness, the researchers conducted tests across several key areas. <\/p>\n\n\n\n<p>In one study, the models analyzed wound fluid from patients with venous leg ulcers \u2014 chronic conditions notoriously resistant to treatment. The models identified 10 times more protein sequences than traditional database searches, including the detection of E. coli and multidrug-resistant Pseudomonas aeruginosa.<\/p>\n\n\n\n<p>In another experiment, the models identified new peptides displayed on cell surfaces, critical for immune system recognition of infections and cancer. This discovery holds enormous promise for personalized cancer immunotherapy, which relies on targeting these peptides.<\/p>\n\n\n\n<p>The implications of their study &#8220;extend far beyond the medical sciences,&#8221; according to Jenkins. <\/p>\n\n\n\n<p>&#8220;Looking at it from a purely technical, scientific perspective, it is also true that with these tools, we can improve our understanding of the biological world as a whole, not only in terms of are but also in industry and academia,&#8221; Jenkins added. &#8220;Within every field using proteomics &#8212; be it plant science, veterinary science, industrial biotech, environmental monitoring, or archaeology &#8212; we can gain insights into protein landscapes that have been inaccessible until now.&#8221;<\/p>\n\n\n\n<p>The InstaNovo models are already available to researchers through the InstaDeep website, symbolizing a new era of discovery in biological sciences. By enhancing the capabilities of proteomics research, these AI models may unlock unprecedented insights and lead to innovative solutions in various fields, improving people&#8217;s lives worldwide.<\/p>\n\n\n\n<div style=\"height:21px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p><strong>Source:<\/strong> <a href=\"https:\/\/www.dtu.dk\/english\/newsarchive\/2025\/03\/new-ai-models-possible-game-changers-within-protein-science-and-healthcare\" target=\"_blank\" rel=\"noopener\" title=\"\">Technical University of Denmark<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>In an exciting development poised to transform the landscape of biotechnology and medicine, researchers have introduced two powerful AI models, InstaNovo and InstaNovo+, designed to revolutionize protein science. This breakthrough comes from a collaborative effort between experts at Technical University of Denmark (DTU), Delft University in the Netherlands and the British AI company InstaDeep. The [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"single-no-separators","format":"standard","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[8],"tags":[229,230,228],"class_list":["post-21289","post","type-post","status-publish","format-standard","hentry","category-ai","tag-delft-university","tag-instadeep","tag-technical-university-of-denmark"],"acf":[],"aioseo_notices":[],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"The University Network","author_link":"https:\/\/www.tun.com\/home\/author\/funky_junkie\/"},"uagb_comment_info":0,"uagb_excerpt":"In an exciting development poised to transform the landscape of biotechnology and medicine, researchers have introduced two powerful AI models, InstaNovo and InstaNovo+, designed to revolutionize protein science. This breakthrough comes from a collaborative effort between experts at Technical University of Denmark (DTU), Delft University in the Netherlands and the British AI company InstaDeep. The&hellip;","_links":{"self":[{"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/posts\/21289","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/comments?post=21289"}],"version-history":[{"count":6,"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/posts\/21289\/revisions"}],"predecessor-version":[{"id":21386,"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/posts\/21289\/revisions\/21386"}],"wp:attachment":[{"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/media?parent=21289"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/categories?post=21289"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.tun.com\/home\/wp-json\/wp\/v2\/tags?post=21289"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}