{"id":23487,"date":"2025-10-27T05:47:52","date_gmt":"2025-10-27T00:17:52","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=23487"},"modified":"2025-10-29T12:41:08","modified_gmt":"2025-10-29T07:11:08","slug":"rosettafold","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/rosettafold\/","title":{"rendered":"What is RoseTTAFold?"},"content":{"rendered":"<h2>About RoseTTAFold:<\/h2>\n<ul>\n<li>It is developed by researchers at the University Of Washington, U.S.<\/li>\n<li>It uses <strong>generative diffusion-based architectures<\/strong> (one kind of AI model) to predict structural complexes.<\/li>\n<li>The tools\u2019 neural networks use massive amounts of input data to produce the desired output \u2014 the three-dimensional <strong>structures of proteins<\/strong>.<\/li>\n<li>It uses <strong>deep learning<\/strong> to quickly and accurately predict protein structures based on limited information. Without the aid of such software, it can take years of laboratory work to determine the structure of just one protein.<\/li>\n<li>It is a &#8220;three-track&#8221; neural network, meaning it simultaneously considers patterns in protein sequences, how a protein&#8217;s amino acids interact with one another, and a protein&#8217;s possible three-dimensional structure.<\/li>\n<\/ul>\n<p>It has the capability to predict not just static structures of proteins and protein-protein interactions but also their ability to predict structures and interactions for any <strong>combination of protein, <\/strong><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/dna\/\" target=\"_blank\">DNA<\/a><strong>, and <\/strong><a href=\"https:\/\/vajiramandravi.com\/upsc-exam\/rna\/\" target=\"_blank\">RNA<\/a><strong>.<\/strong><\/p>\n<hr \/>\n<h3>Q1: What are Peptides?<\/h3>\n<p>Peptides are chains of amino acids that are naturally found in the body. The amino acids in a peptide are connected to one another in a sequence by bonds called peptide bonds.<\/p>\n<p><strong>Source: <\/strong><a href=\"https:\/\/www.thehindu.com\/sci-tech\/technology\/the-use-of-ai-in-drug-development-explained\/article68183913.ece\" target=\"_blank\" rel=\"nofollow noopener\">The use of AI in drug development | Explained<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>RoseTTAFold is developed by researchers at the University Of Washington, U.S.<\/p>\n","protected":false},"author":5,"featured_media":23488,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-23487","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-prelims-current-affairs","8":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/23487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/comments?post=23487"}],"version-history":[{"count":0,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/23487\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/23488"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=23487"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=23487"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=23487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}