{"id":1754,"date":"2024-09-20T10:56:40","date_gmt":"2024-09-20T10:56:40","guid":{"rendered":"https:\/\/eng.rizvi.edu.in\/ainds\/?p=1754"},"modified":"2024-09-20T10:56:41","modified_gmt":"2024-09-20T10:56:41","slug":"alphafold-unfolding-the-secrets-of-protein-structure-with-ai","status":"publish","type":"post","link":"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/","title":{"rendered":"AlphaFold : Unfolding the Secrets of Protein Structure with AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1754\" class=\"elementor elementor-1754\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-26e2275 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"26e2275\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-79e32e7\" data-id=\"79e32e7\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5926960 elementor-widget elementor-widget-heading\" data-id=\"5926960\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 26-06-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">Top News<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-20efa40 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"20efa40\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-0370bef\" data-id=\"0370bef\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-13dbee6 elementor-widget elementor-widget-heading\" data-id=\"13dbee6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AlphaFold: Unfolding the Secrets of Protein Structure with AI<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a764416 elementor-widget elementor-widget-image\" data-id=\"a764416\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 26-06-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"229\" src=\"https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/img2-300x229.png\" class=\"attachment-medium size-medium wp-image-1757\" alt=\"\" srcset=\"https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/img2-300x229.png 300w, https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/img2.png 744w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-40b21fe elementor-widget elementor-widget-text-editor\" data-id=\"40b21fe\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 26-06-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><strong>Introduction to AlphaFold<\/strong><\/p><ul><li>AlphaFold is a groundbreaking artificial intelligence (AI) system developed by DeepMind that predicts<br \/>the three-dimensional (3D) structure of proteins from their amino acid sequences. This model<br \/>addresses one of biology&#8217;s greatest challenges, known as the &#8220;protein folding problem,&#8221; which has<br \/>profound implications for understanding biological processes, drug discovery, and disease research.<\/li><li>It significantly improves the accuracy and speed of protein structure prediction using deep learning<br \/>techniques.<\/li><li>Previous methods had limited accuracy, especially for proteins without homologous structures in<br \/>experimental databases.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff42909 elementor-widget elementor-widget-image\" data-id=\"ff42909\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"300\" height=\"280\" src=\"https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/iimg1-300x280.png\" class=\"attachment-medium size-medium wp-image-1756\" alt=\"\" srcset=\"https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/iimg1-300x280.png 300w, https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/iimg1.png 424w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8df94cb elementor-widget elementor-widget-text-editor\" data-id=\"8df94cb\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>AlphaFold&#8217;s Methodology<\/strong><\/p><ul><li>AlphaFold introduces a novel architecture that incorporates &#8220;Evoformer blocks&#8221; and &#8220;Invariant Point<br \/>Attention (IPA)&#8221; to reason about protein structure in a 3D space.<\/li><li>The model uses iterative refinement through a process called &#8220;recycling,&#8221; ensuring continuous<br \/>improvement in structure prediction accuracy.<\/li><li>It integrates both evolutionary history and spatial relationships in protein sequences for its<br \/>predictions.\u00a0<\/li><\/ul><p><strong>Performance and Innovations<\/strong><\/p><ul><li>AlphaFold performs exceptionally well in predicting protein structures even for sequences with minimal prior structural data.<\/li><li>It excels in predicting homomeric proteins, including complex, intertwined chains.<\/li><li>The model can utilize both labeled (PDB) and unlabeled data (self-distillation), enhancing its ability<br \/>to generalize and predict complex structures.<\/li><\/ul><p><strong>Conclusion and Future Impact<\/strong><\/p><ul><li>AlphaFold represents a major breakthrough in computational biology, reducing dependence on<br \/>traditional experimental methods for structure determination.<\/li><li>It is expected to accelerate advancements in fields like drug development, proteomics, and synthetic<br \/>biology.<\/li><li>The model has potential future applications in predicting full hetero-complex structures, further<br \/>expanding its utility in life sciences research.<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d592d74 elementor-widget elementor-widget-text-editor\" data-id=\"d592d74\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Reference<\/strong><br \/><a href=\"https:\/\/www.nature.com\/articles\/s41586-021-03819-2\" target=\"_blank\" rel=\"noopener\">Jumper, J., Evans, R., Pritzel, A. et al. Highly accurate protein structure prediction with AlphaFold. Nature 596, 583\u2013589 (2021)<\/a><\/p><p>\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Top News AlphaFold: Unfolding the Secrets of Protein Structure with AI Introduction to AlphaFold AlphaFold is a groundbreaking artificial intelligence (AI) system developed by DeepMind that predictsthe three-dimensional (3D) structure of proteins from their amino acid sequences. This modeladdresses one of biology&#8217;s greatest challenges, known as the &#8220;protein folding problem,&#8221; which hasprofound implications for understanding &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\" class=\"more-link\">Read more<span class=\"screen-reader-text\"> &#8220;AlphaFold : Unfolding the Secrets of Protein Structure with AI&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_canvas","format":"standard","meta":{"om_disable_all_campaigns":false,"footnotes":""},"categories":[6],"tags":[],"class_list":["post-1754","post","type-post","status-publish","format-standard","hentry","category-top-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AlphaFold : Unfolding the Secrets of Protein Structure with AI - Artificial Intelligence &amp; Data Science<\/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:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AlphaFold : Unfolding the Secrets of Protein Structure with AI - Artificial Intelligence &amp; Data Science\" \/>\n<meta property=\"og:description\" content=\"Top News AlphaFold: Unfolding the Secrets of Protein Structure with AI Introduction to AlphaFold AlphaFold is a groundbreaking artificial intelligence (AI) system developed by DeepMind that predictsthe three-dimensional (3D) structure of proteins from their amino acid sequences. This modeladdresses one of biology&#8217;s greatest challenges, known as the &#8220;protein folding problem,&#8221; which hasprofound implications for understanding &hellip; Read more &quot;AlphaFold : Unfolding the Secrets of Protein Structure with AI&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"Artificial Intelligence &amp; Data Science\" \/>\n<meta property=\"article:published_time\" content=\"2024-09-20T10:56:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-09-20T10:56:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/img2-300x229.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/#\/schema\/person\/cc5d3f0848c7ce9a6db91952a67c4b61\"},\"headline\":\"AlphaFold : Unfolding the Secrets of Protein Structure with AI\",\"datePublished\":\"2024-09-20T10:56:40+00:00\",\"dateModified\":\"2024-09-20T10:56:41+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\"},\"wordCount\":270,\"publisher\":{\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/#organization\"},\"image\":{\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/eng.rizvi.edu.in\/ainds\/wp-content\/uploads\/sites\/5\/2024\/09\/img2-300x229.png\",\"articleSection\":[\"Top News\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\",\"url\":\"https:\/\/eng.rizvi.edu.in\/ainds\/2024\/09\/20\/alphafold-unfolding-the-secrets-of-protein-structure-with-ai\/\",\"name\":\"AlphaFold : Unfolding the Secrets of Protein Structure with AI - 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