CINXE.COM

<!DOCTYPE html> <html lang="en" dir="ltr" prefix="content: http://purl.org/rss/1.0/modules/content/ dc: http://purl.org/dc/terms/ foaf: http://xmlns.com/foaf/0.1/ og: http://ogp.me/ns# rdfs: http://www.w3.org/2000/01/rdf-schema# schema: http://schema.org/ sioc: http://rdfs.org/sioc/ns# sioct: http://rdfs.org/sioc/types# skos: http://www.w3.org/2004/02/skos/core# xsd: http://www.w3.org/2001/XMLSchema# "> <head> <meta charset="utf-8" /> <script async src="https://www.googletagmanager.com/gtag/js?id=G-VKP1G3JC1V"></script> <script>window.dataLayer = window.dataLayer || [];function gtag(){dataLayer.push(arguments)};gtag("js", new Date());gtag("set", "developer_id.dMDhkMT", true);gtag("config", "G-VKP1G3JC1V", {"groups":"default","page_placeholder":"PLACEHOLDER_page_location"});gtag("config", "UA-17042794-1", {"groups":"default","anonymize_ip":true,"page_placeholder":"PLACEHOLDER_page_path"});</script> <style>/* @see https://github.com/aFarkas/lazysizes#broken-image-symbol */.js img.lazyload:not([src]) { visibility: hidden; }/* @see https://github.com/aFarkas/lazysizes#automatically-setting-the-sizes-attribute */.js img.lazyloaded[data-sizes=auto] { display: block; width: 100%; }</style> <meta name="description" content="The life sciences are in the midst of a data revolution. Cheap and accurate genome sequencing is a reality, advanced imaging is routine, and clinical data is increasingly stored in electronic formats. These innovations — and the massive data sets they produce — have brought us to the threshold of a new era in medicine, one where the data sciences hold the potential to propel our understanding and treatment of human disease." /> <link rel="shortlink" href="https://www.broadinstitute.org/node/119531" /> <link rel="canonical" href="https://www.broadinstitute.org/dsp" /> <meta property="og:site_name" content="@broadinstitute" /> <meta property="og:type" content="article" /> <meta property="og:url" content="https://www.broadinstitute.org/dsp" /> <meta property="og:title" content="Data Sciences Platform" /> <meta property="og:description" content="The life sciences are in the midst of a data revolution. Cheap and accurate genome sequencing is a reality, advanced imaging is routine, and clinical data is increasingly stored in electronic formats. These innovations — and the massive data sets they produce — have brought us to the threshold of a new era in medicine, one where the data sciences hold the potential to propel our understanding and treatment of human disease." /> <meta property="og:updated_time" content="2021-04-29T17:32:51-04:00" /> <meta property="article:published_time" content="2017-10-12T09:57:18-04:00" /> <meta property="article:modified_time" content="2017-10-12T09:57:18-04:00" /> <meta name="twitter:card" content="summary" /> <meta name="twitter:title" content="Data Sciences Platform" /> <meta name="twitter:description" content="The life sciences are in the midst of a data revolution. Cheap and accurate genome sequencing is a reality, advanced imaging is routine, and clinical data is increasingly stored in electronic formats. These innovations — and the massive data sets they produce — have brought us to the threshold of a new era in medicine, one where the data sciences hold the potential to propel our understanding and treatment of human disease." /> <meta name="twitter:site" content="@broadinstitute" /> <meta name="twitter:creator" content="@broadinstitute" /> <meta name="Generator" content="Drupal 10 (https://www.drupal.org)" /> <meta name="MobileOptimized" content="width" /> <meta name="HandheldFriendly" content="true" /> <meta name="viewport" content="width=device-width, initial-scale=1.0" /> <link rel="icon" href="/themes/custom/broad/favicon.ico" type="image/vnd.microsoft.icon" /> <title>Data Sciences Platform | Broad Institute</title> <link rel="stylesheet" media="all" href="/files/css/css_mc2h1ZZWkcU83yDUaH5epPtyQHbM4PP5nMR4LWuIKsY.css?delta=0&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="all" href="/files/css/css_K4tSpmfdllFA7OWmSt9KTOuTDHEtRq7QSEP2T0qRvoQ.css?delta=1&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="all" href="/files/css/css__zojOEnAe4KX05xiXHy1FOmeGKPGb49XWCSdcAq72B4.css?delta=2&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="all" href="/files/css/css_Dk6wALzpXI_zgkeqJIfI4i1Nfz-rTkLtBE28LybIK-M.css?delta=3&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="all" href="/files/css/css_1h4Z27QiCAykxRZaslCgISM4Y2XKHu7AwALF1pSNIcU.css?delta=4&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="all" href="/files/css/css_8rb_YTcYjIDT7G1PYwTLJG7O45qUWh0cJf2yyEdge8I.css?delta=5&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="print" href="/files/css/css_Z4g-F6Bc5aF7lFiq778NiPyEyYM8GEh3JbHKm-0T23M.css?delta=6&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <link rel="stylesheet" media="all" href="/files/css/css_qLY6rWmY1MvbWbpf5F2C5_EDnOlsbPQe2djYux_H3i0.css?delta=7&language=en&theme=broad&include=eJx1Ue2SwyAIfCGrj5RBpcaWSEbwcunTn0na6fTj_qAsCywAIqhDLhcMytUFEZuwYAUaRFdCMfDJmGsu-i1QMXAqWTMXE64Ycw8MQjmijLy4T-jJUvC9G1fF6r6BRhS0yTChCCQUd_inh28CdUGr8yD4-D9jXNEVrhNQvqHxlSG6ROyBTtuYuSSzoD93hru_djNHYqxtBrJwgV8jqyhOR5f3DCScsKiNqJBJrHJK9EnTsdPsIfHfGnfp5ifjIm63duLYej1PcFsd9RE22X2V4ep2a_sJXvy90wsyQS5d3xkaqSFYuengW6bYt64LB-5n7-fc7jdDhVRhHuWxgCdiW5mbpywjxj8QxOLD" /> <script src="/files/js/js_dxlNDwdriAcU0BHEOjXCLtTI1xAvmzTS8K6sOaQWxHI.js?scope=header&delta=0&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> <script src="/modules/contrib/webform/js/webform.form.submit_back.js?v=10.3.5"></script> <style> .layout-builder__region-label { display: block !important; } </style> </head> <body class="node-119531 node-published path-node page-node-type-landing-page"> <a href="#main-content" class="visually-hidden focusable skip-link"> Skip to main content </a> <div class="dialog-off-canvas-main-canvas" data-off-canvas-main-canvas> <div class="layout-container"> <header role="banner"> <div class="header-container"> <div class="region region-header-branding"> <div id="block-broad-branding" class="block block-system block-system-branding-block"> <a href="/" rel="home" class="site-logo"> <img src="/themes/custom/broad/logo.png" alt="Home" /> </a> </div> </div> <div class="header-right"> <div class="region region-header-top-right"> <nav role="navigation" aria-labelledby="block-broad-at-broad-menu-menu-top-menu-menu" id="block-broad-at-broad-menu-menu-top-menu" class="block block-menu navigation menu--menu-top-menu"> <h2 class="visually-hidden" id="block-broad-at-broad-menu-menu-top-menu-menu">Top menu</h2> <ul class="menu"> <li class="menu-item"> <a href="/careers" data-drupal-link-system-path="node/3">Careers</a> </li> <li class="menu-item"> <a href="https://giving.broadinstitute.org/">Giving</a> </li> <li class="menu-item"> <a href="https://intranet.broadinstitute.org" title="Broad Institute Intranet">Intranet</a> </li> </ul> </nav> <div id="block-searchicon" class="block block-simple-block block-simple-blocksearch-icon"> <div id="search-icon">Search</div> </div> <div class="broad-google-search-form block block-broad-google-search block-broad-google-search-form-block" data-drupal-selector="broad-google-search-form" id="block-broadgooglesearchformblock"> <form action="/dsp" method="post" id="broad-google-search-form" accept-charset="UTF-8"> <div class="js-form-item form-item js-form-type-textfield form-type-textfield js-form-item-search form-item-search form-no-label"> <input placeholder="Search" data-drupal-selector="edit-search" type="text" id="edit-search" name="search" value="" size="60" maxlength="128" class="form-text" /> </div> <div class="js-form-item form-item js-form-type-select form-type-select js-form-item-website form-item-website"> <label for="edit-website">Show results from</label> <select data-drupal-selector="edit-website" id="edit-website" name="website" class="form-select"><option value="Broad Institute">www.broadinstitute.org</option><option value="Broad Intranet">intranet.broadinstitute.org</option><option value="0">All</option></select> </div> <input data-drupal-selector="form-l6qvketyqooni0sufbee8ju3-hlmgasjpyesgngcwye" type="hidden" name="form_build_id" value="form-l6qVkEtYQoOnI0SuFbEE8JU3-hlmgASJPYESGNgCwYE" /> <input data-drupal-selector="edit-broad-google-search-form" type="hidden" name="form_id" value="broad_google_search_form" /> <div data-drupal-selector="edit-actions" class="form-actions js-form-wrapper form-wrapper" id="edit-actions"><input data-drupal-selector="edit-submit" type="submit" id="edit-submit" name="op" value="Search" class="button js-form-submit form-submit" /> </div> </form> </div> </div> <div class="region region-header-nav"> <div id="block-headermenu" class="block block-superfish block-superfishheader-menu"> <button class="mobile-menu-hamburger"></button> <div class="header-menu"> <div class="header-menu-close-wrapper"> <button class="mobile-menu-close"></button> </div> <ul id="superfish-header-menu" class="menu sf-menu sf-header-menu sf-horizontal sf-style-none"> <li id="header-menu-menu-link-contentd9ccb73a-2b48-48d0-b6fa-ecd91ec161f9" class="sf-depth-1 menuparent"><span aria-label="About Broad Institute " class="sf-depth-1 menuparent nolink">About us</span><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-content54ee7a02-fc77-4e25-bf88-233133269aa6" class="sf-depth-2 sf-no-children"><a href="/about-broad-institute" aria-label="Learn about our mission, our values, our history, and partner institutions." title="Learn about our mission, our values, our history, and partner institutions." class="sf-depth-2">This is Broad <span class="sf-description">Learn about our mission, our values, our history, and partner institutions.</span></a></li><li id="header-menu-menu-link-contentb7572351-a47e-462c-a4d9-3358c7c7c494" class="sf-depth-2 sf-no-children"><a href="/people" title="Meet our members, staff scientists, fellows, leadership, and other Broadies." class="sf-depth-2">People <span class="sf-description">Meet our members, staff scientists, fellows, leadership, and other Broadies.</span></a></li><li id="header-menu-menu-link-content9e2b929c-2ba8-479b-9e43-d6bcfd65e9a4" class="sf-depth-2 sf-no-children"><a href="/join-broad" class="sf-depth-2" title="Find out how to join the Broad as an employee or associate member.">Join Broad <span class="sf-description">Find out how to join the Broad as an employee or associate member.</span></a></li><li id="header-menu-menu-link-contentcde81ee6-fe08-43d8-980a-518a27b4e13b" class="sf-depth-2 sf-no-children"><a href="/contact" class="sf-depth-2" title="Find our contact information, directions to our buildings, and directory.">Contact us <span class="sf-description">Find our contact information, directions to our buildings, and directory.</span></a></li><li id="header-menu-menu-link-content34207d2e-de62-42ca-94ae-9fcc50592c89" class="sf-depth-2 sf-no-children"><a href="/celebrating-broads-20th-anniversary" title="Broad turns 20 this year! See how we’re celebrating our 20th anniversary." class="sf-depth-2">Broad@20 <span class="sf-description">Broad turns 20 this year! See how we’re celebrating our 20th anniversary.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content9d56d069-ac88-45ed-ba1b-fad80bf5b396" class="active-trail sf-depth-1 menuparent"><span class="sf-depth-1 menuparent nolink">Research</span><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-content3c6159e7-7c6e-4c58-a210-972aa881b486" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/disease-areas" class="border-bottom-area sf-depth-2 menuparent" title="Broad brings people together to advance the understanding and treatment of disease.">Disease areas <span class="sf-description">Broad brings people together to advance the understanding and treatment of disease.</span></a><ol><li id="header-menu-menu-link-content7c7e457d-195a-4085-96af-e483e9227e0b" class="sf-depth-3 menuparent"><span class="hidden sf-depth-3 menuparent nolink">Items Wpapp col</span><ul><li id="header-menu-menu-link-content0d303fcb-af53-4f5f-a2aa-d936b376009d" class="sf-depth-4 sf-no-children"><a href="/cancer" class="sf-depth-4">Cancer</a></li><li id="header-menu-menu-link-contentd4ede722-0892-441f-9c45-2c01fd40d6c7" class="sf-depth-4 sf-no-children"><a href="/cardiovascular-disease" class="sf-depth-4">Cardiovascular disease</a></li><li id="header-menu-menu-link-content4629c3d6-12e8-40a6-8f93-c6cf9fe353b7" class="sf-depth-4 sf-no-children"><a href="/brain-health" class="sf-depth-4">Brain Health</a></li><li id="header-menu-menu-link-content72c6b91c-23bb-4fd0-95eb-d17fd05222d0" class="sf-depth-4 sf-no-children"><a href="/diabetes" class="sf-depth-4">Diabetes</a></li><li id="header-menu-menu-link-contentc2550b3b-8852-488b-bded-ebf6fbc0b31f" class="sf-depth-4 sf-no-children"><a href="/infectious-disease-microbiome" class="sf-depth-4">Infectious disease and microbiome</a></li><li id="header-menu-menu-link-contentdb7ecdb6-4a29-4624-a915-e5a04b294cf1" class="sf-depth-4 sf-no-children"><a href="/kidney-disease" class="sf-depth-4">Kidney disease</a></li><li id="header-menu-menu-link-contenta1944568-d4fe-4e67-b8fb-2682b548fe56" class="sf-depth-4 sf-no-children"><a href="/obesity" class="sf-depth-4">Obesity</a></li><li id="header-menu-menu-link-contentbcbaea00-29c4-48ac-9519-e08075f57dfa" class="sf-depth-4 sf-no-children"><a href="/rare-disease" class="sf-depth-4">Rare disease</a></li></ul></li></ol></div></li><li id="header-menu-menu-link-content5d2d3b01-b015-415b-ae73-f577e9a16b7d" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/research-areas" class="border-bottom-area sf-depth-2 menuparent" title="Through programs spanning genetics, biology, and therapeutic development, Broad researchers are making discoveries that drive biomedical science forward.">Research areas <span class="sf-description">Through programs spanning genetics, biology, and therapeutic development, Broad researchers are making discoveries that drive biomedical science forward.</span></a><ol><li id="header-menu-menu-link-content060f6615-346b-449e-889f-801d8f8616ca" class="sf-depth-3 menuparent"><span class="hidden sf-depth-3 menuparent nolink">Items Wpapp col</span><ul><li id="header-menu-menu-link-contentb77881d8-ce62-45b7-b73b-d3b9d7687c1f" class="sf-depth-4 sf-no-children"><a href="/chemical-biology-and-therapeutics-science" class="sf-depth-4">Chemical biology and therapeutics science</a></li><li id="header-menu-menu-link-content7e735aff-4266-4a14-8cf0-3a599a7ecfdf" class="sf-depth-4 sf-no-children"><a href="/center-development-therapeutics-cdot" class="sf-depth-4">Drug discovery</a></li><li id="header-menu-menu-link-content8342f517-06b1-4369-b48d-df4c0c112a42" class="sf-depth-4 sf-no-children"><a href="/genomeregulation-cellcircuitry-epigenomics" class="sf-depth-4">Genome regulation, cellular circuitry, and epigenomics</a></li><li id="header-menu-menu-link-contented2926c8-a071-495a-9bb7-4bfa997c25ec" class="sf-depth-4 sf-no-children"><a href="/immunology" class="sf-depth-4">Immunology</a></li><li id="header-menu-menu-link-contentb538122a-c5e2-4660-8dff-f5844e49edac" class="sf-depth-4 sf-no-children"><a href="/medical-population-genetics" class="sf-depth-4">Medical and population genetics</a></li><li id="header-menu-menu-link-content5827e326-bd8a-4222-b9ec-964a7f1e917a" class="sf-depth-4 sf-no-children"><a href="/metabolism" class="sf-depth-4">Metabolism</a></li></ul></li></ol></div></li><li id="header-menu-menu-link-content3a6d6965-334a-4907-8d91-71736d0d55e9" class="active-trail sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/technology-areas" class="border-bottom-area sf-depth-2 menuparent" title="Our researchers use their expertise in creating, adapting, and applying a variety of technologies to enable science here and beyond.">Technology areas <span class="sf-description">Our researchers use their expertise in creating, adapting, and applying a variety of technologies to enable science here and beyond.</span></a><ol><li id="header-menu-menu-link-contente5c87a94-fe5a-42ea-8e21-316055fc9efd" class="active-trail sf-depth-3 menuparent"><span class="hidden sf-depth-3 menuparent nolink">Items Wpapp col</span><ul><li id="header-menu-menu-link-contente79b8ef4-284e-4ef9-bad7-2a1e8dd2a34c" class="active-trail sf-depth-4 sf-no-children"><a href="/dsp" class="is-active sf-depth-4">Data sciences</a></li><li id="header-menu-menu-link-content960d968a-5f6b-4b50-96f2-4c16f9f8dcb6" class="sf-depth-4 sf-no-children"><a href="/genetic-perturbation-platform" class="sf-depth-4">Genetic perturbation</a></li><li id="header-menu-menu-link-content0f9bf05d-0a99-4395-9915-4b02d71635af" class="sf-depth-4 sf-no-children"><a href="/genomics" class="sf-depth-4">Genomics</a></li><li id="header-menu-menu-link-content4c4f6185-ff22-49c9-9512-1cd2443c70a5" class="sf-depth-4 sf-no-children"><a href="/imaging" class="sf-depth-4">Imaging</a></li><li id="header-menu-menu-link-content01012a58-7026-4031-ac0f-ff1c4ebfa2b0" class="sf-depth-4 sf-no-children"><a href="/metabolomics" class="sf-depth-4">Metabolomics</a></li><li id="header-menu-menu-link-contentc47e179f-f657-4d1c-845a-cf4a5ad385ab" class="sf-depth-4 sf-no-children"><a href="/proteomics" class="sf-depth-4">Proteomics</a></li><li id="header-menu-menu-link-content8c052979-e431-4001-a66d-e1c748fcbcfa" class="sf-depth-4 sf-no-children"><a href="/spatial-technology-platform" class="sf-depth-4">Spatial technologies</a></li></ul></li></ol></div></li><li id="header-menu-menu-link-content72a439d6-d068-45b2-91bd-e260d096d7a0" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><span class="hidden sf-depth-2 menuparent nolink">Science</span><ol><li id="header-menu-menu-link-contentcec421e8-e0b3-4987-b4dd-7c19285b27ae" class="sf-depth-3 sf-no-children"><a href="/patient-partnered-research" class="sf-depth-3" title="Patients partner with our scientists to accelerate the pace of discovery and find better treatments.">Patient-partnered research <span class="sf-description">Patients partner with our scientists to accelerate the pace of discovery and find better treatments.</span></a></li><li id="header-menu-menu-link-content93f5c6b6-e25f-4dcf-940d-8cd0ebdaab9a" class="sf-depth-3 sf-no-children"><a href="/strategic-alliances-and-partnering" class="sf-depth-3" title="We work closely with pharmaceutical, biotech, and technology partners to accelerate the translation of our discoveries.">Partnering and licensing <span class="sf-description">We work closely with pharmaceutical, biotech, and technology partners to accelerate the translation of our discoveries.</span></a></li><li id="header-menu-menu-link-content40d899bd-29da-4415-816c-0381756261ac" class="sf-depth-3 sf-no-children"><a href="/publications" class="sf-depth-3" title="A catalog of scientific papers published by our members and staff scientists.">Publications <span class="sf-description">A catalog of scientific papers published by our members and staff scientists.</span></a></li><li id="header-menu-menu-link-content34ab328b-68c7-4d06-a9ba-588a6ceee9ba" class="sf-depth-3 sf-no-children"><a href="/resources-services-and-tools" class="sf-depth-3" title="Key scientific datasets and computational tools developed by our scientists and their collaborators.">Resources, services, and tools <span class="sf-description">Key scientific datasets and computational tools developed by our scientists and their collaborators.</span></a></li><li id="header-menu-menu-link-contenta0572cb2-0bde-499b-bec6-b924aa62edfc" class="sf-depth-3 sf-no-children"><a href="/collaborations-and-consortia" class="sf-depth-3" title="We join with institutions and scientists the world over to address foundational challenges in science and health.">Collaborations and consortia <span class="sf-description">We join with institutions and scientists the world over to address foundational challenges in science and health.</span></a></li></ol></div></li></ol></li></ul></li><li id="header-menu-menu-link-content9cc92c89-3ea1-4a3d-b678-15216f32ab77" class="sf-depth-1 menuparent"><span class="sf-depth-1 menuparent nolink">Centers</span><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-content876bc9c1-14fb-46d8-8a3f-cef576f8af99" class="sf-depth-2 sf-no-children"><a href="/sigma" class="sf-depth-2" title="The Slim Center aims to bring the benefits of genomics-driven medicine to Latin America, gleaning new insights into diseases with relevance to the region.">Carlos Slim Center for Health Research <span class="sf-description">The Slim Center aims to bring the benefits of genomics-driven medicine to Latin America, gleaning new insights into diseases with relevance to the region.</span></a></li><li id="header-menu-menu-link-content160561bf-c8e9-4bf6-aca8-4d2848930259" class="sf-depth-2 sf-no-children"><a href="/gerstner-center-cancer-diagnostics" class="sf-depth-2" title="The Gerstner Center is developing next-generation diagnostic technology for cancer detection and tracking disease progression.">Gerstner Center for Cancer Diagnostics <span class="sf-description">The Gerstner Center is developing next-generation diagnostic technology for cancer detection and tracking disease progression.</span></a></li><li id="header-menu-menu-link-contenta1450e5b-1fbb-4d9e-85f7-e0df335ada8c" class="sf-depth-2 sf-no-children"><a href="/klarman-cell-observatory" class="sf-depth-2" title="The Klarman Cell Observatory is systematically defining mammalian cellular circuits, how they work together to create tissues and organs, and are perturbed to cause disease.">Klarman Cell Observatory <span class="sf-description">The Klarman Cell Observatory is systematically defining mammalian cellular circuits, how they work together to create tissues and organs, and are perturbed to cause disease.</span></a></li><li id="header-menu-menu-link-contentf919ca42-db45-41ce-8888-efe027a9fb36" class="sf-depth-2 sf-no-children"><a href="/merkin-institute-transformative-technologies-healthcare" class="sf-depth-2" title="The Merkin Institute is supporting early-stage ideas aimed at advancing powerful technological approaches for improving how we understand and treat disease.">Merkin Institute for Transformative Technologies in Healthcare <span class="sf-description">The Merkin Institute is supporting early-stage ideas aimed at advancing powerful technological approaches for improving how we understand and treat disease.</span></a></li><li id="header-menu-menu-link-contentb12c2ad1-a84c-455a-821e-59bfd482c758" class="sf-depth-2 sf-no-children"><a href="/nnfc" class="sf-depth-2" title="This center is developing new paradigms and technologies to scale the discovery of biological mechanisms of common, complex diseases, by facilitating close collaborations between the Broad Institute and the Danish research community.">Novo Nordisk Foundation Center for Genomic Mechanisms of Disease <span class="sf-description">This center is developing new paradigms and technologies to scale the discovery of biological mechanisms of common, complex diseases, by facilitating close collaborations between the Broad Institute and the Danish research community.</span></a></li><li id="header-menu-menu-link-content317da4e7-16de-4bbc-95da-f3ea10e0c178" class="sf-depth-2 sf-no-children"><a href="/ewsc" class="sf-depth-2" title="The EWSC is catalyzing a new field of interdisciplinary research at the intersection of data science and life science, aimed at improving human health.">Eric and Wendy Schmidt Center <span class="sf-description">The EWSC is catalyzing a new field of interdisciplinary research at the intersection of data science and life science, aimed at improving human health.</span></a></li><li id="header-menu-menu-link-content13d4c1b3-4076-45da-bf73-8a5d2c08222e" class="sf-depth-2 sf-no-children"><a href="/stanley-center-for-psychiatric-research" class="sf-depth-2" title="The Stanley Center aims to reduce the burden of serious mental illness by contributing new insights into pathogenesis, identifying biomarkers, and paving the way toward new treatments.">Stanley Center for Psychiatric Research <span class="sf-description">The Stanley Center aims to reduce the burden of serious mental illness by contributing new insights into pathogenesis, identifying biomarkers, and paving the way toward new treatments.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content77da995c-f5d1-4f7a-bcf0-9955394a546b" class="sf-depth-1 menuparent"><a href="/education-and-outreach" class="sf-depth-1 menuparent">Education and outreach</a><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-content7d3d54b0-8276-4d96-8184-c75a39b36485" class="sf-depth-2 sf-no-children"><a href="/community/art-and-science-connection-broad" class="sf-depth-2" title="Explore the connection between art and science and how we bring together artists and Broad scientists through our artist-in-residence program, gallery exhibitions, and ongoing public conversations.">Art and science connection <span class="sf-description">Explore the connection between art and science and how we bring together artists and Broad scientists through our artist-in-residence program, gallery exhibitions, and ongoing public conversations.</span></a></li><li id="header-menu-menu-link-content55723637-5b54-46b6-976d-772ce0bba13c" class="sf-depth-2 sf-no-children"><a href="/broad-discovery-center" class="sf-depth-2" title="Visit our free public educational space that showcases how researchers at the Broad and their colleagues around the world seek to understand and treat human disease. ">Broad Discovery Center <span class="sf-description">Visit our free public educational space that showcases how researchers at the Broad and their colleagues around the world seek to understand and treat human disease. </span></a></li><li id="header-menu-menu-link-content69a14c4f-942a-47cf-ada5-0603f64a74a7" class="sf-depth-2 sf-no-children"><a href="/learning-resources" class="sf-depth-2" title="Access free classroom materials and more for STEM educators, parents, students, tutors, and others.">Learning resources <span class="sf-description">Access free classroom materials and more for STEM educators, parents, students, tutors, and others.</span></a></li><li id="header-menu-menu-link-contentfa54febf-3b0a-4901-8f6d-5b1ca8073ed5" class="sf-depth-2 sf-no-children"><a href="/public-programs" class="sf-depth-2" title="Discover remarkable stories of scientific progress, and explore the intersections of science, medicine, and society."> Public programs <span class="sf-description">Discover remarkable stories of scientific progress, and explore the intersections of science, medicine, and society.</span></a></li><li id="header-menu-menu-link-contentce8c7e2f-da05-4d7f-822e-08ffb3afb4a9" class="sf-depth-2 sf-no-children"><a href="/for-students" class="sf-depth-2" title="Learn about Broad Institute's mentored research offerings for high school students, college students, and recent college graduates.">Student opportunities <span class="sf-description">Learn about Broad Institute's mentored research offerings for high school students, college students, and recent college graduates.</span></a></li><li id="header-menu-menu-link-content8a70caf4-4a23-4ac3-90e3-64b1f314d351" class="sf-depth-2 sf-no-children"><a href="/visit-broad" class="sf-depth-2" title="Come see what Broad is all about.">Visit Broad <span class="sf-description">Come see what Broad is all about.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content88ddfe59-c9a6-4151-8d29-ec424c0b2d2d" class="sf-depth-1 menuparent"><span class="sf-depth-1 menuparent nolink">News</span><ul class="sf-multicolumn"><li class="sf-multicolumn-wrapper "><ol><li id="header-menu-menu-link-contenta69b242b-d164-4a21-bc7a-fc22b84352b1" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/news" class="sf-depth-2 menuparent" title="Learn about breakthroughs from Broad scientists.">News and insights <span class="sf-description">Learn about breakthroughs from Broad scientists.</span></a><ol><li id="header-menu-menu-link-content921e6573-6603-484d-9074-0804c78fd697" class="sf-depth-3 sf-no-children"><span class="hidden sf-depth-3 nolink">Column</span></li></ol></div></li><li id="header-menu-menu-link-contentff5e09a3-8217-4a93-a786-881c64b4232c" class="sf-depth-2 sf-multicolumn-column menuparent"><div class="sf-multicolumn-column"><a href="/pressroom" class="sf-depth-2 menuparent" title="Contact our media relations team.">Press room <span class="sf-description">Contact our media relations team.</span></a><ol><li id="header-menu-menu-link-content90b61651-8c05-4ce7-9bf1-e3ab8be20ff0" class="sf-depth-3 sf-no-children"><span class="hidden sf-depth-3 nolink">Column</span></li></ol></div></li><li id="header-menu-menu-link-contentb7365d3f-7036-445a-bc80-d02309cae255" class="sf-depth-2 sf-no-children"><a href="/newsletter-signup" class="sf-depth-2" title="Receive regular updates on Broad news, research and community.">Sign up for our newsletter <span class="sf-description">Receive regular updates on Broad news, research and community.</span></a></li></ol></li></ul></li><li id="header-menu-menu-link-content6302ea2d-fe44-4677-9124-4a93b5b90522" class="sf-depth-1 mobile-wrapper-links sf-no-children"><a href="/careers" class="menu-link_mobile sf-depth-1">Careers</a></li><li id="header-menu-menu-link-content2c07ee0a-1c76-4607-ab60-6f1a085299fe" class="sf-depth-1 mobile-wrapper-links sf-no-children"><a href="https://giving.broadinstitute.org/" class="menu-link_mobile sf-depth-1 sf-external" target="_blank">Giving</a></li><li id="header-menu-menu-link-content32de5f66-eff6-4cde-9d5b-c25acdaa8947" class="sf-depth-1 mobile-wrapper-links sf-no-children"><a href="https://intranet.broadinstitute.org" class="menu-link_mobile sf-depth-1 sf-external" target="_blank">Intranet</a></li><li id="header-menu-menu-link-contentc13b0045-6a18-4925-8006-dd7744b9f280" class="sf-depth-1 mobile-wrapper-links sf-no-children"><a href="/search" class="menu-link_mobile sf-depth-1">Search</a></li> </ul> </div> </div> </div> </div> </div> </header> <main role="main"> <a id="main-content" tabindex="-1"></a> <div class="region region-content"> <div data-drupal-messages-fallback class="hidden"></div><div id="block-page-content" class="block block-system block-system-main-block"> <article about="/dsp" class="node node--type-landing-page node--view-mode-full"> <div class="node__content"> <div class="hero-section container"> <div class="hero-section__row row"> <div class="hero-section__content col-8 offset-2"> <div class="hero-section__breadcrumbs"> <div class="block block-system block-system-breadcrumb-block"> <nav class="breadcrumb" role="navigation" aria-labelledby="system-breadcrumb"> <h2 id="system-breadcrumb" class="visually-hidden">Breadcrumb</h2> <ol> <li> <a href="/">Home</a> </li> <li> <a href="/technology-areas">Technology Areas</a> </li> </ol> </nav> </div> </div> <div class="hero-section__title"> <div class="block block-layout-builder block-field-blocknodelanding-pagetitle"> <span class="field field--name-title field--type-string field--label-hidden"><h1>Data Sciences Platform</h1> </span> </div> </div> <div class="hero-section__description"> <div class="block block-layout-builder block-field-blocknodelanding-pagefield-featured-description"> <div class="clearfix text-formatted field field--name-field-featured-description field--type-text-long field--label-hidden field__item"><p> We build technology to help researchers connect to the patients, datasets and tools they need to do life-changing biomedical research.</p> </div> </div> </div> </div> </div> </div> <div class="content-section content-section_with-sidebars container"> <div class="row"> <div class="content-section__main col-8 offset-2"> <div class="block block-layout-builder block-field-blocknodelanding-pagebody"> <div class="clearfix text-formatted field field--name-body field--type-text-with-summary field--label-hidden field__item"><p dir="ltr"> The life sciences are in the midst of a data revolution. Cheap and accurate genome sequencing is a reality, advanced imaging is routine, and clinical data is increasingly stored in electronic formats. These innovations — and the massive data sets they produce — have brought us to the threshold of a new era in medicine, one where the data sciences hold the potential to propel our understanding and treatment of human disease.</p> <p dir="ltr"> The Broad Data Sciences Platform (DSP) is a methods development and software engineering group dedicated to maximizing the impact of the data sciences on the life sciences. DSP engineers, analysts, and designers build applications and capabilities to serve the Broad and beyond.</p> <p dir="ltr"> The DSP is organized around four principal components:</p> <ul style="list-style-type:disc;"> <li dir="ltr"> <p dir="ltr"> <a href="/node/119536">Workbench</a>: A suite of web services that provide foundational computational capabilities to support genomic and biomedical science, providing infrastructure for storing, sharing, and analyzing genomic and clinical data at unlimited scale. Workbench supports <a href="https://terra.bio/" target="_blank">Terra</a>, an open cloud-based platform for accessing data, performing analyses, and collaborating securely in the cloud, which powers projects like <a href="https://firecloud.terra.bio/" target="_blank">FireCloud</a>, <a href="https://anvilproject.org/" target="_blank">AnVIL</a>, and the <a href="https://www.researchallofus.org/data-tools/workbench/" target="_blank">Researcher Workbench</a> used by the All of Us Research Program.</p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/119541">Analytical tools</a>: Open-source applications and approaches such as GATK that provide best practice pipelines for extracting all available information from read-level data, available for download as well as via portals and other software-as-a-service mechanisms.</p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/119551">User interfaces</a>: Web-based portals and other ways to data and analytical methods available that engage researchers, clinicians, and patients. In particular, we develop software to support a number of direct-to-patient studies.</p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/119546">Production data processing</a>: Tools and applications designed and scaled to process massive volumes of raw genome sequence data into forms scientists can use to create new knowledge. As part of this effort, we partner with the <a href="/genomics">Broad Genomics Platform</a> to process all data that they produce and reduce it to a form that is usable by researchers.</p> </li> </ul> <h2 dir="ltr"> Flagship DSP software products and services</h2> <p dir="ltr"> The DSP develops software products and operates services that are widely used across the biomedical ecosystem, such as:</p> <ul style="list-style-type:disc;"> <li dir="ltr"> <p dir="ltr"> <a href="https://terra.bio/" target="_blank">Terra</a>: an open cloud-based platform for accessing data, performing analyses and collaborating securely in the cloud, developed in collaboration with Microsoft and Verily Life Sciences.</p> </li> <li dir="ltr"> <p dir="ltr"> <a href="https://software.broadinstitute.org/gatk/" target="_blank">GATK</a>: the leading open-source variant discovery package for analysis of high-throughput sequencing data.</p> </li> <li dir="ltr"> <p dir="ltr"> <a href="https://broadinstitute.github.io/picard/" target="_blank">Picard</a>: a popular set of open-source command line tools for processing high-throughput sequencing data</p> </li> <li dir="ltr"> <p dir="ltr"> <a href="https://github.com/broadinstitute/cromwell" target="_blank">Cromwell</a>: An execution engine that allows users to run reproducible workflows written in either the <a href="https://openwdl.org/" target="_blank">Workflow Description Language</a> (WDL, pronounced widdle) or the Common Workflow Language (CWL), portable across local machines, computer clusters, and cloud platforms (e.g., AWS, Microsoft Azure, Google Cloud Platform)</p> </li> <li dir="ltr"> <p dir="ltr"> The Data Donation Platform (DDP): A software stack that enables direct participant engagement, including consent and recontact, via intuitive web and mobile interfaces. DDP provides the underlying infrastructure for disease-specific registries such as the <a href="https://ascproject.org/home" target="_blank">Angiosarcoma Project</a>, the <a href="https://raregenomes.org/home" target="_blank">Rare Genomes Project</a>, and the <a href="https://atfamilies.org/" target="_blank">Global A-T Family Data Platform</a>.</p> </li> <li dir="ltr"> <p dir="ltr"> The <a href="https://duos.broadinstitute.org/" target="_blank">Data Use Oversight System (DUOS)</a>: A suite of interfaces for managing interactions between data access committees and researchers seeking to access sensitive genomic datasets.</p> </li> </ul> <h2 dir="ltr"> Flagship scientific projects and portals</h2> <p dir="ltr"> The DSP plays pivotal roles in several national and international scientific initiatives, including:</p> <ul style="list-style-type:disc;"> <li dir="ltr"> <p dir="ltr"> <a href="https://allofus.nih.gov/" target="_blank">All of Us Research Program</a>: A National Institutes of Health (NIH)-funded initiative that will recruit 1 million or more U.S. citizens and collect their genomic and clinical data. Broad, in collaboration with Vanderbilt and Verily, is building a Workbench-based platform to store, share, and analyze all data generated as part of the program.</p> </li> <li dir="ltr"> <p dir="ltr"> The <a href="http://exac.broadinstitute.org/" target="_blank">Exome Aggregation Consortium (ExAC)</a> and <a href="http://gnomad.broadinstitute.org/" target="_blank">Genome Aggregation Database (gnomAD)</a> browsers: The DSP supports members of the Broad <a href="/node/8507/">Program in Medical and Population Genetics</a> to process and analyze these large collections of genome and exome data generated by collaborators around the world.</p> </li> <li dir="ltr"> <p dir="ltr"> The <a href="https://www.gtexportal.org/home/" target="_blank">Genotype-Tissue Expression (GTEx) Portal</a>: A resource for genotype and tissue-specific gene expression correlation data.</p> </li> <li dir="ltr"> <p dir="ltr"> The <a href="https://www.humancellatlas.org/" target="_blank">Human Cell Atlas (HCA)</a>: An international effort to comprehensively characterize cell types and cell states in health and disease. Broad, in collaboration with the European Bioinformatics Institute, the University of California at Santa Cruz (UCSC), and the Chan-Zuckerberg Initiative, is building the HCA Data Coordination Platform, which will serve as the effort’s central collection, quality control, data processing, and data sharing point.</p> </li> <li dir="ltr"> <p dir="ltr"> The <a href="https://portals.broadinstitute.org/single_cell" target="_blank">Single Cell Portal</a>: A visualization and data exploration portal for single cell RNA sequencing data.</p> </li> <li dir="ltr"> <p dir="ltr"> Cancer Genome Commons: A National Cancer Institute-funded initiative to provide a cloud-based ecosystem for storing, sharing, and analyzing key cancer datasets, including those of The Cancer Genome Atlas (TCGA) and Therapeutically Applicable Research To Generate Effective Treatments (TARGET) initiatives.</p> </li> <li dir="ltr"> <p dir="ltr"> NIH Data Commons: An NIH-funded initiative to create a data commons for hosting key datasets, including <a href="https://www.nhlbi.nih.gov/research/resources/nhlbi-precision-medicine-initiative/topmed" target="_blank">Trans-Omics for Precision Medicine (TOPMed)</a>, GTEx, and model organism datasets. Broad, UCSC, and the University of Chicago are collaborating to create a software platform for storing, sharing, and analyzing data deposited in the commons.</p> </li> </ul> <h2 dir="ltr"> Flagship DSP partnerships</h2> <p dir="ltr"> To bring the tools of machine learning and cloud computing to bear on problems of fundamental importance to biomedicine, the DSP collaborates with world leading technology corporations, philanthropic organizations, and pharmaceutical companies such as:</p> <ul style="list-style-type:disc;"> <li dir="ltr"> <p dir="ltr"> <a href="/node/8065">Amazon Web Services</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="http://newsroom.heart.org/news/american-heart-association-empowers-patients-and-advances-precision-medicine-research-with-new-online-network" target="_blank">American Heart Association</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="https://www.atcp.org/DataPlatform" target="_blank">A-T Children’s Project</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/13501">Chan-Zuckerberg Initiative</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="http://www.cloudera.com/about-cloudera/press-center/press-releases/2016-04-06-Cloudera-Broad-Institute-Collaborate-on-the-Next-Generation-of-the-Genome-Analysis-Toolkit.html" target="_blank">Cloudera</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/8065">Google Cloud Platform</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/8065">IBM</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/13776">Intel</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/727341/">Microsoft Azure</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/news/8064">Pfizer</a></p> </li> <li dir="ltr"> <p dir="ltr"> <a href="/node/9081">Verily Life Sciences</a></p> </li> </ul> </div> </div> </div> <div class="content-section__right col-2"> <div class="open block block-broad-menu-reference block-broad-menu-blockadmin"> <h2>Areas of Focus</h2> <ul class="menu"> <li class="menu-item"> <a href="/data-sciences-platform/workbench" data-drupal-link-system-path="node/119536">Workbench</a> </li> <li class="menu-item"> <a href="/data-sciences-platform/analytical-tools" data-drupal-link-system-path="node/119541">Analytical Tools</a> </li> <li class="menu-item"> <a href="/data-sciences-platform/user-interfaces" data-drupal-link-system-path="node/119551">User Interfaces</a> </li> <li class="menu-item"> <a href="/data-sciences-platform/production-data-processing" data-drupal-link-system-path="node/119546">Production Data Processing</a> </li> </ul> </div> <div class="block block-ctools block-entity-viewnode"> <article about="/dsp" class="node node--type-landing-page node--view-mode-sidebar"> <div class="node__content"> <div class="sidebar-group"> <div class="sidebar-group__title"> <div class="block block-layout-builder block-field-blocknodelanding-pagefield-sidebar-title"> <div class="clearfix text-formatted field field--name-field-sidebar-title field--type-text field--label-hidden field__item"><p>Speaker Series</p> </div> </div> </div> <div class="sidebar-group__content"> <div class="block block-layout-builder block-field-blocknodelanding-pagefield-sidebar-text"> <div class="clearfix text-formatted field field--name-field-sidebar-text field--type-text-long field--label-hidden field__item"><p> <a href="/node/242126">Leaders in Data Science (LiDS)</a></p> </div> </div> </div> </div> </div> </article> </div> </div> </div> </div> <div class="content-section container"> <div class="content-section__main"> <div class="views-element-container block block-views block-views-blockrelated-items-list"> <div class="related-items-list-wrapper"> <h3>Related</h3> <div><div class="view view-related-items view-id-related_items view-display-id-list js-view-dom-id-e151047a482c8d562553cc0594c4a95749245d09acc246c37c2f64d69a1a1154"> <div class="view-content"> <div class="slick blazy slick--view slick--view--related-items slick--view--related-items--list slick--view--related-items-block-list slick--skin--default slick--optionset--slider-with-tabs-module" data-blazy=""><div id="slick-108248bb8ce" data-slick="{"count":4,"total":4,"lazyLoad":"blazy","swipeToSlide":true,"touchThreshold":100}" class="slick__slider"> <div class="slick__slide slide slide--0"> <article about="/blog/whyiscience-qa-computer-scientist-future-machine-learning-biology" class="node node--type-blog node--promoted node--view-mode-teaser-related-items"> <div class="node__content"> <div class="layout layout--twocol-section layout--twocol-section--50-50"> <div class="layout__region layout__region--first"> <div class="block-teaser-image block block-layout-builder block-field-blocknodeblogfield-image"> <div class="field field--name-field-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-related-items"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/blog/whyiscience-qa-computer-scientist-future-machine-learning-biology"><picture> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=l8V4dCrL 1x" media="all and (min-width: 1921px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=l8V4dCrL 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=l8V4dCrL 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_laptop/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=t9aybuL_ 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="610" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_tablet/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=_UXN9MBw 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="735" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_phone/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=n9tuc1HI 1x" media="all and (max-width: 539px)" type="image/png" width="500" height="400"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_related_items_phone/public/blog/images/2021/JuanCaicedo_main.png?h=9423a5c0&itok=n9tuc1HI" width="500" height="400" alt="Juan Caicedo develops machine learning tools that can automatically identify, extract, and analyze complex patterns in vast amounts of biological data." title="Juan Caicedo develops machine learning tools that can automatically identify, extract, and analyze complex patterns in vast amounts of biological data." typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="layout__region layout__region--second"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodeblogextra-field-news-tag-date"> <a href="/blog/whyiscience-qa-computer-scientist-future-machine-learning-biology">Blog 01.14.2021</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodeblogtitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/blog/whyiscience-qa-computer-scientist-future-machine-learning-biology" hreflang="und">#WhyIScience Q&A: A computer scientist on the future of machine learning in biology</a></span> </div> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodeblogextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/blog/whyiscience-qa-computer-scientist-future-machine-learning-biology" hreflang="und">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="slick__slide slide slide--1"> <article about="/news/broad-institute-and-verily-partner-microsoft-accelerate-next-generation-terra-platform-health" class="node node--type-news node--promoted node--view-mode-teaser-related-items"> <div class="node__content"> <div class="layout layout--twocol-section layout--twocol-section--50-50"> <div class="layout__region layout__region--first"> <div class="block-teaser-image block block-layout-builder block-field-blocknodenewsfield-image"> <div class="field field--name-field-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-related-items"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/broad-institute-and-verily-partner-microsoft-accelerate-next-generation-terra-platform-health"><picture> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=IWsASD4G 1x" media="all and (min-width: 1921px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=IWsASD4G 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=IWsASD4G 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_laptop/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=PvP5Kkt8 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="610" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_tablet/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=lWQDft4H 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="735" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_phone/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=CiSZl47Q 1x" media="all and (max-width: 539px)" type="image/png" width="500" height="400"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_related_items_phone/public/news/images/2021/Terra-Logo_1.png?h=9423a5c0&itok=CiSZl47Q" width="500" height="400" alt="Graphic displaying Terra logo" title="Graphic displaying Terra logo" typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="layout__region layout__region--second"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodenewsextra-field-news-tag-date"> <a href="/news/broad-institute-and-verily-partner-microsoft-accelerate-next-generation-terra-platform-health">News 01.11.2021</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodenewstitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/broad-institute-and-verily-partner-microsoft-accelerate-next-generation-terra-platform-health" hreflang="und">Broad Institute and Verily partner with Microsoft to accelerate the next generation of the Terra platform for health and life science research</a></span> </div> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodenewsextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/news/broad-institute-and-verily-partner-microsoft-accelerate-next-generation-terra-platform-health" hreflang="und">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="slick__slide slide slide--2"> <article about="/news/common-metabolic-diseases-knowledge-portal-comes-online" class="node node--type-news node--promoted node--view-mode-teaser-related-items"> <div class="node__content"> <div class="layout layout--twocol-section layout--twocol-section--50-50"> <div class="layout__region layout__region--first"> <div class="block-teaser-image block block-layout-builder block-field-blocknodenewsfield-image"> <div class="field field--name-field-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-related-items"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/common-metabolic-diseases-knowledge-portal-comes-online"><picture> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=-8eJH6Km 1x" media="all and (min-width: 1921px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=-8eJH6Km 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=-8eJH6Km 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_laptop/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=3Wpk_hks 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="610" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_tablet/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=WUhbbjty 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="735" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_phone/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=GsnnD93H 1x" media="all and (max-width: 539px)" type="image/png" width="500" height="400"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_related_items_phone/public/news/images/2020/CMDKP_crop.png?h=d3e04ee7&itok=GsnnD93H" width="500" height="400" alt="" typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="layout__region layout__region--second"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodenewsextra-field-news-tag-date"> <a href="/news/common-metabolic-diseases-knowledge-portal-comes-online">News 10.30.2020</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodenewstitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/common-metabolic-diseases-knowledge-portal-comes-online" hreflang="und">The Common Metabolic Diseases Knowledge Portal comes online</a></span> </div> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodenewsextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/news/common-metabolic-diseases-knowledge-portal-comes-online" hreflang="und">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> <div class="slick__slide slide slide--3"> <article about="/blog/harnessing-flood-scaling-data-science-big-genomics-era" class="node node--type-blog node--promoted node--view-mode-teaser-related-items"> <div class="node__content"> <div class="layout layout--twocol-section layout--twocol-section--50-50"> <div class="layout__region layout__region--first"> <div class="block-teaser-image block block-layout-builder block-field-blocknodeblogfield-image"> <div class="field field--name-field-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-related-items"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/blog/harnessing-flood-scaling-data-science-big-genomics-era"><picture> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=T7MW1g8o 1x" media="all and (min-width: 1921px)" type="image/jpeg" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=T7MW1g8o 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/jpeg" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_desktop/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=T7MW1g8o 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/jpeg" width="768" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_laptop/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=l_vNX_dn 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/jpeg" width="610" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_tablet/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=dnzSzygY 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/jpeg" width="735" height="400"/> <source srcset="/files/styles/multiple_ct_teaser_related_items_phone/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=Hcfk1o0z 1x" media="all and (max-width: 539px)" type="image/jpeg" width="500" height="400"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_related_items_phone/public/blog/images/2017/Deluge_graphic-v2.jpg?h=d3e04ee7&itok=Hcfk1o0z" width="500" height="400" alt="Susanna M. Hamilton, Broad Communications" typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="layout__region layout__region--second"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodeblogextra-field-news-tag-date"> <a href="/blog/harnessing-flood-scaling-data-science-big-genomics-era">Blog 05.12.2017</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodeblogtitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/blog/harnessing-flood-scaling-data-science-big-genomics-era" hreflang="und">Harnessing the flood: Scaling up data science in the big genomics era</a></span> </div> <div class="block-teaser-link block block-layout-builder block-extra-field-blocknodeblogextra-field-readmore"> <div class="field field--name-extra-field-readmore field--type-extra-field field--label-hidden field__items"> <div class="field__item"><a href="https://www.broadinstitute.org/blog/harnessing-flood-scaling-data-science-big-genomics-era" hreflang="und">Read more</a></div> </div> </div> </div> </div> </div> </article> </div> </div> <nav role="navigation" class="slick__arrow"> <button type="button" data-role="none" class="slick-prev" aria-label="Previous" tabindex="0">Previous</button><button type="button" data-role="none" class="slick-next" aria-label="Next" tabindex="0">Next</button> </nav> </div> </div> </div> </div> </div> </div> <div class="views-element-container block block-views block-views-blocknews-b-latest-bottom"> <div class="latest-bottom-wrapper"> <h3>Latest news</h3> <div class="view view-news view-id-news view-display-id-b_latest_bottom js-view-dom-id-a28d5e62be25b18bcfed548eec3265a6b3c92d32e0b0d2b8286e0d03783cef37"> <div class="view-content"> <div class="views-row"> <article about="/news/researchers-identify-source-brain-cancers-deadly-transformation" class="node node--type-long-story node--promoted node--view-mode-teaser-latest-bottom"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_top"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-latest-bottom"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/researchers-identify-source-brain-cancers-deadly-transformation"><picture> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=0S9VBVhD 1x" media="all and (min-width: 1921px)" type="image/jpeg" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=0S9VBVhD 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/jpeg" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=ov9aRGNd 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/jpeg" width="354" height="433"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_laptop/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=jl3uiYZP 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/jpeg" width="280" height="342"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_tablet/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=UarnlfxR 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/jpeg" width="340" height="273"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=Tjlpw30y 1x" media="all and (max-width: 539px)" type="image/jpeg" width="499" height="399"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/32446414167_c546eaaeb3_k%20%281%29.jpg?h=bce46435&itok=Tjlpw30y" width="499" height="399" alt="Microscopy image shows glioma tumor cells in blue and pink." title="Microscopy image shows glioma tumor cells in blue and pink." typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/researchers-identify-source-brain-cancers-deadly-transformation">News 11.21.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/researchers-identify-source-brain-cancers-deadly-transformation" hreflang="en">Researchers identify source of a brain cancer’s deadly transformation</a></span> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/scientists-find-region-mouse-gut-tightly-regulated-immune-system" class="node node--type-long-story node--promoted node--view-mode-teaser-latest-bottom"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_top"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-latest-bottom"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/scientists-find-region-mouse-gut-tightly-regulated-immune-system"><picture> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=kt-0r5FP 1x" media="all and (min-width: 1921px)" type="image/png" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=kt-0r5FP 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=Nhm7wwx2 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="354" height="433"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_laptop/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=dZzMdIlB 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="280" height="342"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_tablet/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=k3sbNV8y 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="340" height="273"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=gQOHqM88 1x" media="all and (max-width: 539px)" type="image/png" width="499" height="399"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/main_Figure_BroadWriteup_Nature-01.png?itok=gQOHqM88" width="499" height="399" alt="A spatial map of colon tissue with colored dots showing different cell types." title="A spatial map of colon tissue with colored dots showing different cell types." typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/scientists-find-region-mouse-gut-tightly-regulated-immune-system">News 11.20.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/scientists-find-region-mouse-gut-tightly-regulated-immune-system" hreflang="en">Scientists find a region of the mouse gut tightly regulated by the immune system</a></span> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/qa-how-partnership-between-physicians-and-researchers-aims-make-cancer-drugs-safer" class="node node--type-long-story node--promoted node--view-mode-teaser-latest-bottom"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_top"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-latest-bottom"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/qa-how-partnership-between-physicians-and-researchers-aims-make-cancer-drugs-safer"><picture> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=tLT2BCv8 1x" media="all and (min-width: 1921px)" type="image/png" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=tLT2BCv8 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=QAoJQa6E 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="354" height="433"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_laptop/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=xk3qiulP 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="280" height="342"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_tablet/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=ee2EwrFC 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="340" height="273"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=EAdDsHZl 1x" media="all and (max-width: 539px)" type="image/png" width="499" height="399"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/News_Reynolds-Villani-Q%26amp%3BA_web-ext_110524_v1.png?h=d3e04ee7&itok=EAdDsHZl" width="499" height="399" alt="alt text here..." title="alt text here..." typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/qa-how-partnership-between-physicians-and-researchers-aims-make-cancer-drugs-safer">News 11.06.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/qa-how-partnership-between-physicians-and-researchers-aims-make-cancer-drugs-safer" hreflang="en">Q&A: How a partnership between physicians and researchers aims to make cancer drugs safer</a></span> </div> </div> </div> </div> </div> </article> </div> <div class="views-row"> <article about="/news/study-reveals-how-cancer-immunotherapy-may-cause-heart-inflammation-some-patients" class="node node--type-long-story node--promoted node--view-mode-teaser-latest-bottom"> <div class="node__content"> <div class="teaser-news"> <div class="teaser-news__image teaser-news__image_top"> <div class="block-teaser-image block block-layout-builder block-field-blocknodelong-storyfield-preview-image"> <div class="field field--name-field-preview-image field--type-entity-reference field--label-hidden field__item"><article class="media media--type-image media--view-mode-multiple-ct-teaser-latest-bottom"> <div class="field field--name-field-media-image field--type-image field--label-hidden field__item"> <a href="https://www.broadinstitute.org/news/study-reveals-how-cancer-immunotherapy-may-cause-heart-inflammation-some-patients"><picture> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=Zn0smc9h 1x" media="all and (min-width: 1921px)" type="image/png" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop_xl/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=Zn0smc9h 1x" media="all and (min-width: 1601px) and (max-width: 1920px)" type="image/png" width="360" height="440"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_desktop/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=PO5j4wU5 1x" media="all and (min-width: 1340px) and (max-width: 1600px)" type="image/png" width="354" height="433"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_laptop/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=KzCCmC11 1x" media="all and (min-width: 800px) and (max-width: 1339px)" type="image/png" width="280" height="342"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_tablet/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=QX5IeZMe 1x" media="all and (min-width: 540px) and (max-width: 799px)" type="image/png" width="340" height="273"/> <source srcset="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=uBJKGRtR 1x" media="all and (max-width: 539px)" type="image/png" width="499" height="399"/> <img loading="eager" src="/files/styles/multiple_ct_teaser_latest_bottom_phone/public/longstory/NewStory-Myocarditis_v01-01.png?h=ae0fde30&itok=uBJKGRtR" width="499" height="399" alt="A graphic showing a white outline of a torso on a red background, featuring a smaller inset graphic of the human heart with ripple lines extending around it. " title="A graphic showing a white outline of a torso on a red background, featuring a smaller inset graphic of the human heart with ripple lines extending around it. " typeof="foaf:Image" /> </picture></a> </div> </article> </div> </div> </div> <div class="teaser-news__main-content"> <div class="teaser-news__main"> <div class="block-teaser-date block block-layout-builder block-extra-field-blocknodelong-storyextra-field-news-tag-date"> <a href="/news/study-reveals-how-cancer-immunotherapy-may-cause-heart-inflammation-some-patients">News 11.06.2024</a> </div> <div class="block-teaser-title block block-layout-builder block-field-blocknodelong-storytitle"> <span class="field field--name-title field--type-string field--label-hidden"><a href="/news/study-reveals-how-cancer-immunotherapy-may-cause-heart-inflammation-some-patients" hreflang="en">Study reveals how cancer immunotherapy may cause heart inflammation in some patients</a></span> </div> </div> </div> </div> </div> </article> </div> </div> <div class="more-link"><a href="/news">All news</a></div> </div> </div> </div> </div> </div> </div> </article> </div> </div> </main> <footer role="contentinfo"> <div class="footer__row"> <div class="region region-footer-left"> <div id="block-address" class="block block-simple-block block-simple-blockaddress"> <h2>Address</h2> <p>Merkin Building<br> 415 Main St.<br> Cambridge, MA 02142</p> </div> <div id="block-sociallinks" class="block block-simple-block block-simple-blocksocial-links"> <h2>Follow Us</h2> <ul bis_size="{"x":8,"y":15,"w":1634,"h":102,"abs_x":41,"abs_y":363}" class="social-links social-links_footer"> <li bis_size="{"x":48,"y":15,"w":1554,"h":17,"abs_x":81,"abs_y":363}"><a bis_size="{"x":48,"y":15,"w":44,"h":17,"abs_x":81,"abs_y":363}" class="twitter" href="https://twitter.com/broadinstitute" target="_blank">Twitter</a></li> <li bis_size="{"x":48,"y":32,"w":1554,"h":17,"abs_x":81,"abs_y":380}"><a bis_size="{"x":48,"y":32,"w":65,"h":17,"abs_x":81,"abs_y":380}" class="facebook" href="https://www.facebook.com/broadinstitute" target="_blank">Facebook</a></li> <li bis_size="{"x":48,"y":49,"w":1554,"h":17,"abs_x":81,"abs_y":397}"><a bis_size="{"x":48,"y":49,"w":65,"h":17,"abs_x":81,"abs_y":397}" class="youtube" href="https://www.youtube.com/user/broadinstitute" target="_blank">YouTube</a></li> <li bis_size="{"x":48,"y":66,"w":1554,"h":17,"abs_x":81,"abs_y":414}"><a bis_size="{"x":48,"y":66,"w":66,"h":17,"abs_x":81,"abs_y":414}" class="instagram" href="https://www.instagram.com/broadinstitute/" target="_blank">Instagram</a></li> <li bis_size="{"x":48,"y":83,"w":1554,"h":17,"abs_x":81,"abs_y":431}"><a bis_size="{"x":48,"y":83,"w":55,"h":17,"abs_x":81,"abs_y":431}" class="linkedin" href="https://www.linkedin.com/company/broad-institute_2" target="_blank">Linkedin</a></li> <li bis_size="{"x":48,"y":100,"w":1554,"h":17,"abs_x":81,"abs_y":448}"><a bis_size="{"x":48,"y":100,"w":70,"h":17,"abs_x":81,"abs_y":448}" class="threads" href="https://www.threads.net/@broadinstitute" target="_blank">Threads</a></li> </ul> </div> <div id="block-broad-sitebranding" class="block block-system block-system-branding-block"> <a href="/" rel="home" class="site-logo"> <img src="/themes/custom/broad/logo.png" alt="Home" /> </a> </div> </div> <div class="region region-footer-right"> <div id="block-broad-webform" class="block block-webform block-webform-block"> <form target="_blank" class="webform-submission-form webform-submission-add-form webform-submission-subscription-form webform-submission-subscription-add-form webform-submission-subscription-node-119531-form webform-submission-subscription-node-119531-add-form js-webform-submit-once js-webform-details-toggle webform-details-toggle" novalidate="novalidate" data-drupal-selector="webform-submission-subscription-node-119531-add-form" action="https://broadinstitute.us11.list-manage.com/subscribe/post?u=f2cdc33b1521a9689c5e5e52a&amp;id=38c1b16bc9" method="post" id="webform-submission-subscription-node-119531-add-form" accept-charset="UTF-8"> <div class="form-content-label js-form-wrapper form-wrapper" data-drupal-selector="edit-lable" id="edit-lable"><div id="edit-processed-text" class="js-form-item form-item js-form-type-processed-text form-type-processed-text js-form-item- form-item- form-no-label"> <p>Sign up for our newsletter</p> </div> </div> <div data-drupal-selector="edit-form" id="edit-form" class="js-form-wrapper form-wrapper"><div class="js-form-item form-item js-form-type-email form-type-email js-form-item-email form-item-email form-no-label"> <input name="EMAIL" id="mce-EMAIL" data-drupal-selector="edit-email" type="email" value="" size="60" maxlength="254" placeholder="Your email address" class="form-email required" required="required" aria-required="true" /> </div> <div class="js-form-item form-item js-form-type-textfield form-type-textfield js-form-item-hidden form-item-hidden form-no-label"> <label for="edit-hidden" class="visually-hidden">Name</label> <input name="b_f2cdc33b1521a9689c5e5e52a_38c1b16bc9" tabindex="-1" value="" data-drupal-selector="edit-hidden" type="text" id="edit-hidden" size="60" maxlength="255" placeholder="Name" class="form-text" /> </div> <div data-drupal-selector="edit-action" class="form-actions webform-actions js-form-wrapper form-wrapper" id="edit-action"><input class="webform-button--submit button button--primary js-form-submit form-submit" data-drupal-selector="edit-action-submit" type="submit" id="edit-action-submit" name="op" value="Subscribe" /> </div> </div> <div class="clear js-form-wrapper form-wrapper" id="mce-responses" data-drupal-selector="edit-container"><div class="response js-form-wrapper form-wrapper" id="mce-error-response" data-drupal-selector="edit-error-response"></div> <div class="response js-form-wrapper form-wrapper" id="mce-success-response" data-drupal-selector="edit-success-response"></div> </div> </form> </div> <div id="block-didyouknow" class="block block-block-content block-block-contentbd983fca-749f-49a1-8adb-4c7e57787c3c"> <h2>Did you know?</h2> <div class="field field--name-field-paragraph field--type-entity-reference-revisions field--label-hidden field__item"> <div class="paragraph paragraph--type--footer-slider paragraph--view-mode--default"> <div class="slick blazy slick--field slick--field-text-multiple slick--field-text-multiple--default slick--optionset--footer-slider" data-blazy=""><div id="slick-e6f2fde2efb" data-slick="{"count":12,"total":12,"accessibility":false,"autoplay":true,"pauseOnFocus":false,"autoplaySpeed":50000,"arrows":false,"fade":true,"lazyLoad":"blazy","randomize":true,"swipeToSlide":true}" class="slick__slider"> <div class="slick__slide slide slide--0"><p>In March of 2020, Broad Institute converted a clinical genetics processing lab into a large-scale COVID-19 testing facility in less than two weeks.</p></div> <div class="slick__slide slide slide--1"><p>We've screened more than 1,275 cancer cell lines as part of the Cancer Dependency Map (DepMap).</p> </div> <div class="slick__slide slide slide--2"><p>Broad Genomics Platform sequences a whole human genome every four minutes.</p> </div> <div class="slick__slide slide slide--3"><p>More than 11,000 individuals living with cancer in the United States and Canada have partnered with Count Me In to share their experiences and help accelerate cancer research.</p> </div> <div class="slick__slide slide slide--4"><p>The Drug Repurposing Hub is one of the most comprehensive and up-to-date biologically annotated collections of FDA-approved compounds in the world. Researchers anywhere can explore more than 6,000 drugs in the hub and search for possible new uses for them to jump-start new drug discovery.</p></div> <div class="slick__slide slide slide--5"><p>In 2021, our sustainability efforts sent more than 80 percent of waste from the Genomics Platform to either a recycling facility or to an incineration plant that generates electricity.</p> </div> <div class="slick__slide slide slide--6"><p>Through Broad's Scientists in the Classroom program, Broad researchers visit every 8th grade classroom in Cambridge each year to talk about genetics and evolution.</p> </div> <div class="slick__slide slide slide--7"><p>Every summer, 18 high school students spend six weeks at Broad working side-by-side with mentors on cutting-edge research.</p> </div> <div class="slick__slide slide slide--8"><p>In November 2022, Broad’s Genomics Platform sequenced its 500,000th whole human genome, a mere four years after sequencing its 100,000th.</p> </div> <div class="slick__slide slide slide--9"><p>By the end of 2022, Broad’s COVID-19 testing lab had processed more than 37 million tests.</p> </div> <div class="slick__slide slide slide--10"><p>Working with Addgene, Broad Institute has shared CRISPR genome-editing reagents with researchers at more than 3,200 institutions in 76 countries.</p> </div> <div class="slick__slide slide slide--11"><p>The NeuroGAP-Psychosis project, a collaboration between the Stanley Center for Psychiatric Research and Harvard T.H. Chan School of Public Health to study the genetics of severe mental illness, has recruited more than 42,000 participants in Ethiopia, Kenya, Uganda, and South Africa.</p> </div> </div> <nav role="navigation" class="slick__arrow"> <button type="button" data-role="none" class="slick-prev" aria-label="Previous" tabindex="0">Previous</button><button type="button" data-role="none" class="slick-next" aria-label="Next" tabindex="0">Next</button> </nav> </div> </div> </div> </div> </div> </div> <div class="footer__bottom"> <div class="region region-footer-bottom"> <nav role="navigation" aria-labelledby="block-broad-footermenu-menu" id="block-broad-footermenu" class="block block-menu navigation menu--menu-footer-menu"> <h2 class="visually-hidden" id="block-broad-footermenu-menu">Footer menu</h2> <ul class="menu"> <li class="menu-item"> <a href="/contact#report" title="Confidential and anonymous reporting of activities that may involve improper conduct or violations of Institute policies." data-drupal-link-system-path="node/8558">Report a concern</a> </li> <li class="menu-item"> <a href="/contact" data-drupal-link-system-path="node/8558">Contact Us</a> </li> <li class="menu-item"> <a href="/contact-us/privacy-policy-broad-institute-website" data-drupal-link-system-path="node/2556">Privacy Policy</a> </li> </ul> </nav> <div id="block-copyright" class="block block-simple-block block-simple-blockcopyright"> <p>© Broad Institute 2024</p> </div> <div id="block-userway" class="block block-simple-block block-simple-blockuserway"> <script> (function(d){ var s = d.createElement("script"); /* uncomment the following line to override default position*/ s.setAttribute("data-position", 5); /* uncomment the following line to override default size (values: small, large)*/ /* s.setAttribute("data-size", "large");*/ /* uncomment the following line to override default language (e.g., fr, de, es, he, nl, etc.)*/ /* s.setAttribute("data-language", "null");*/ /* uncomment the following line to override color set via widget (e.g., #053f67)*/ /* s.setAttribute("data-color", "#2d68ff");*/ /* uncomment the following line to override type set via widget (1=person, 2=chair, 3=eye, 4=text)*/ /* s.setAttribute("data-type", "1");*/ /* s.setAttribute("data-statement_text:", "Our Accessibility Statement");*/ /* s.setAttribute("data-statement_url", "http://www.example.com/accessibility";*/ /* uncomment the following line to override support on mobile devices*/ /* s.setAttribute("data-mobile", true);*/ /* uncomment the following line to set custom trigger action for accessibility menu*/ /* s.setAttribute("data-trigger", "triggerId")*/ s.setAttribute("data-account", "RscxA4wHMU"); s.setAttribute("src", "https://cdn.userway.org/widget.js"); (d.body || d.head).appendChild(s);})(document) </script> <noscript> Please ensure Javascript is enabled for purposes of <a href="https://userway.org">website accessibility</a> </noscript> </div> </div> </div> </footer> </div> </div> <script type="application/json" data-drupal-selector="drupal-settings-json">{"path":{"baseUrl":"\/","pathPrefix":"","currentPath":"node\/119531","currentPathIsAdmin":false,"isFront":false,"currentLanguage":"en"},"pluralDelimiter":"\u0003","suppressDeprecationErrors":true,"ajaxPageState":{"libraries":"eJyFkVGSwjAIhi8UkyN1aEpjVho6gejU0y-tVcfVcV8IEAI_X0AEtcvlB6NyDVHEJyxYgTrRhVAcvFfMNRf9dFExcipZMxfXE1yXsNndj2RPKIvuMTEMuzszLWMmuoeVpyy4RxXG3btgP7u-2ruQiHugwyoyl-TiCYdsMjobMKAc-RLeU88qhd5246pYw6ek27SafDAVuz-hCCQjErliKFwnoHxFl5gTYQcFaNEcJfxNOIKFm3Z9yzTYQL1wZONr3FZQNxYrphkqpArzUcJQ2wzknxnfytx6o3fEwdlG8RQ26437SzxBLn7AERrpy4UecUInCtqkuy8TbvHhsZy0GetoY8LDc-eMFwmb9RMPjdDZT4xGIOynR7LmRW2wQibxAuf_i5RT-tJr1_R2v5qPSS-tn7KBhnj6WsAlvrfd-PjbZ_8CpYM2Ww","theme":"broad","theme_token":null},"ajaxTrustedUrl":{"https:\/\/broadinstitute.us11.list-manage.com\/subscribe\/post?u=f2cdc33b1521a9689c5e5e52a\u0026amp;id=38c1b16bc9":true,"form_action_p_pvdeGsVG5zNF_XLGPTvYSKCf43t8qZYSwcfZl2uzM":true},"google_analytics":{"account":"G-VKP1G3JC1V","trackOutbound":true,"trackMailto":true,"trackTel":true,"trackDownload":true,"trackDownloadExtensions":"7z|aac|arc|arj|asf|asx|avi|bin|csv|doc(x|m)?|dot(x|m)?|exe|flv|gif|gz|gzip|hqx|jar|jpe?g|js|mp(2|3|4|e?g)|mov(ie)?|msi|msp|pdf|phps|png|ppt(x|m)?|pot(x|m)?|pps(x|m)?|ppam|sld(x|m)?|thmx|qtm?|ra(m|r)?|sea|sit|tar|tgz|torrent|txt|wav|wma|wmv|wpd|xls(x|m|b)?|xlt(x|m)|xlam|xml|z|zip"},"lazy":{"lazysizes":{"lazyClass":"lazyload","loadedClass":"lazyloaded","loadingClass":"lazyloading","preloadClass":"lazypreload","errorClass":"lazyerror","autosizesClass":"lazyautosizes","srcAttr":"data-src","srcsetAttr":"data-srcset","sizesAttr":"data-sizes","minSize":40,"customMedia":[],"init":true,"expFactor":1.5,"hFac":0.80000000000000004,"loadMode":2,"loadHidden":true,"ricTimeout":0,"throttleDelay":125,"plugins":[]},"placeholderSrc":"","preferNative":false,"minified":true,"libraryPath":"\/libraries\/lazysizes"},"statusMessages":null,"blazy":{"loadInvisible":false,"offset":100,"saveViewportOffsetDelay":50,"validateDelay":25,"container":"","loader":true,"unblazy":false,"visibleClass":false},"blazyIo":{"disconnect":false,"rootMargin":"0px","threshold":[0,0.25,0.5,0.75,1]},"slick":{"accessibility":true,"adaptiveHeight":false,"autoplay":false,"autoplaySpeed":3000,"pauseOnHover":true,"pauseOnDotsHover":false,"pauseOnFocus":true,"arrows":true,"downArrow":false,"downArrowTarget":"","downArrowOffset":0,"centerMode":false,"centerPadding":"50px","dots":false,"dotsClass":"slick-dots","draggable":true,"fade":false,"focusOnSelect":false,"infinite":true,"initialSlide":0,"lazyLoad":"ondemand","mouseWheel":false,"randomize":false,"rtl":false,"rows":1,"slidesPerRow":1,"slide":"","slidesToShow":1,"slidesToScroll":1,"speed":500,"swipe":true,"swipeToSlide":false,"edgeFriction":0.34999999999999998,"touchMove":true,"touchThreshold":5,"useCSS":true,"cssEase":"ease","cssEaseBezier":"","cssEaseOverride":"","useTransform":true,"easing":"linear","variableWidth":false,"vertical":false,"verticalSwiping":false,"waitForAnimate":true},"superfish":{"superfish-header-menu":{"id":"superfish-header-menu","sf":{"animation":{"opacity":"show"},"speed":"fast","autoArrows":false,"dropShadows":false,"disableHI":true}}},"user":{"uid":0,"permissionsHash":"4ba26a85938fd945e7cdb8a2f9d3aa582c28524a24fe63163fb737db5a66a380"}}</script> <script src="/files/js/js_7OKbIIqh5FIhBKSUWwKveeyt21TDAqevDVAJ7-xa7wU.js?scope=footer&delta=0&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> <script src="/files/js/js_VFFkKvzi_mAxq4dKLw7wSJ008aHmitz3tWIsqql65Js.js?scope=footer&delta=1&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> <script src="/files/js/js_DSX-I8Df9gzlmD3HADyJ0VAa5eYRp7E_89RrgJQzk7I.js?scope=footer&delta=2&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> <script src="/files/js/js_-TlhnpJTDDoXoJDVvqeEVdzH4ZvzCz5t8yQA_VlHNY8.js?scope=footer&delta=3&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> <script src="/files/js/js_ggSV6eCx2YyOxlURiO40jI0etz88VcKPaw9HshrUatw.js?scope=footer&delta=4&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> <script src="/files/js/js_AGgKs9AB7V5nkD0rTQR_lklJDtCc36MoJmRFC3XGU6w.js?scope=footer&delta=5&language=en&theme=broad&include=eJyFUVtywyAMvBCBI3kElonGwvIguRn39CUuzkfz6M-yu-xIs5BmHMmkDso0ol7lFtKT5R6WQWRUqYY1vDJdFsmMAyzAu1HS8NdwDN97uINTA9t0KKgKGTX86supXawCY8gsEfiitjMt2d0wTlJL6Ke_w0vT6xYL2RAhzR8DsiR8CiBjwcX8iAbE6hW-_g-Z5Nb1bawXc_F4ggM751a001V4n4i5y8Sg7R_UzusqhfScUWHqrO1aXQumORzoj5G6rVgn0mt4sB95VsMP"></script> </body> </html>