{"id":2295,"date":"2022-02-21T11:49:38","date_gmt":"2022-02-21T10:49:38","guid":{"rendered":"https:\/\/www.hartwigmedicalfoundation.nl\/?page_id=2295"},"modified":"2026-05-22T13:55:38","modified_gmt":"2026-05-22T11:55:38","slug":"database","status":"publish","type":"page","link":"https:\/\/www.hartwigmedicalfoundation.nl\/en\/data\/database\/","title":{"rendered":"Database"},"content":{"rendered":"\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"wp-block-paragraph\">We store the genetic and clinical data of thousands of patients in the Netherlands with metastatic cancer in the Hartwig Medical Database. The genetic data are generated using OncoAct. The hospitals that treat the patients provide the clinical data, including the treatment outcomes. The data is stored, processed and provided to third parties. It is the largest database of its kind in the world.&nbsp;&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"research-into-better-treatments-for-cancer\">Research for improving cancer treatment&nbsp;&nbsp;<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The data is anonymized and made available free of charge to cancer research institutes and hospitals. It is used by research groups all over the world. <\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.hartwigmedicalfoundation.nl\/en\/data\/data-acces-request\/\"><strong>Data Access <strong>Requests<\/strong><\/strong><\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2209\" height=\"1657\" src=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited.jpg\" alt=\"\" class=\"wp-image-11134\" srcset=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited.jpg 2209w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited-300x225.jpg 300w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited-1024x768.jpg 1024w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited-768x576.jpg 768w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited-1536x1152.jpg 1536w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF4668-edited-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 2209px) 100vw, 2209px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"768\" src=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2021\/12\/DNA-met-biomarker-1024x768.jpg\" alt=\"\" class=\"wp-image-705\" srcset=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2021\/12\/DNA-met-biomarker-1024x768.jpg 1024w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2021\/12\/DNA-met-biomarker-300x225.jpg 300w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2021\/12\/DNA-met-biomarker-768x576.jpg 768w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2021\/12\/DNA-met-biomarker-1536x1152.jpg 1536w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2021\/12\/DNA-met-biomarker-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"purpose-of-the-database-to-discover-new-biomarkers\">Purpose of the database: to discover new biomarkers<em>&nbsp;<\/em><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The data is helping researchers to gain a better understanding of cancer. The huge amount of patient data enables them to recognize patterns. By establishing a relationship between DNA mutations, tumor characteristics, drugs and efficacy, researchers can discover new biomarkers. The outcome of this research are new treatment options, and improved treatment efficacy.&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"generating-data-with-wgs\">Generating data with WGS<em>&nbsp;<\/em><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\" id=\"analyzing-the-data\">We analyze each patient\u2019s DNA in both tumor and We generate the genetic data by Whole Genome Sequencing (WGS). By comparing, the generated genetic data of patient\u2019s DNA in&nbsp; tumor and blood sample, mutations and other tumor characteristics are found.&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.oncoact.nl\/how-does-oncoact-work\/?lang=en\" target=\"_blank\" rel=\"noreferrer noopener\">Read more<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1126\" height=\"844\" src=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF8604-edited-1.jpg\" alt=\"\" class=\"wp-image-11136\" srcset=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF8604-edited-1.jpg 1126w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF8604-edited-1-300x225.jpg 300w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF8604-edited-1-1024x768.jpg 1024w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/DSF8604-edited-1-768x576.jpg 768w\" sizes=\"auto, (max-width: 1126px) 100vw, 1126px\" \/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"858\" src=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/oncoanalyser_pipeline-1024x858.png\" alt=\"\" class=\"wp-image-11128\" srcset=\"https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/oncoanalyser_pipeline-1024x858.png 1024w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/oncoanalyser_pipeline-300x251.png 300w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/oncoanalyser_pipeline-768x643.png 768w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/oncoanalyser_pipeline-1536x1287.png 1536w, https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/uploads\/2026\/05\/oncoanalyser_pipeline-2048x1716.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"analyzing-the-data\">Analyzing the data<em>&nbsp;<\/em><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">We developed a state of the art IT pipeline for the bioinformatic data analysis. This allows us to analyze the WGS data at scale and harmonise large datasets. All software, including all the relevant documentation relating to the IT pipeline, is freely available on <a href=\"https:\/\/github.com\/hartwigmedical\/hmftools\" type=\"link\" id=\"https:\/\/github.com\/hartwigmedical\/hmftools\">GitHub<\/a> and can be easily run on any architecture using the nf-core implementation <a href=\"https:\/\/nf-co.re\/oncoanalyser\" type=\"link\" id=\"https:\/\/nf-co.re\/oncoanalyser\">oncoanalyser<\/a>.\u00a0<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/github.com\/hartwigmedical\/pipeline5\" target=\"_blank\" rel=\"noreferrer noopener\">Read more<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The oncoanlyser workflow and tools used in the Hartwig Medical Foundation IT pipeline (click on the image to enlarge it)\u00a0<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"content-of-the-database\">Content of the database<em>&nbsp;<\/em><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The WGS data of over 8,000 patients are stored in the Hartwig Medical Database. This is the largest database of metastatic tumor whole genome data and continues to grow through routine diagnostics. The value for clinical research and care evaluation is derived from the combination of complete genetic data with treatment and outcome data.\u00a0\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The incidence of solid tumors in the Netherlands is reflected in the quantity and frequency of the tumor types in the database.&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In addition to molecular data, the database also contains an ever-growing list of tumor characteristics. Our processes are standardized from sample preparation to patient reporting assuring a highly consistent dataset.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Researchers can view an anonymized and up-to-date subset of data from the Hartwig Medical Database in the <a href=\"https:\/\/catalog.hartwigmedicalfoundation.nl\/\" target=\"_blank\" rel=\"noreferrer noopener\">Hartwig Data Catalogue<\/a>.&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/database.hartwigmedicalfoundation.nl\/\" target=\"_blank\" rel=\"noreferrer noopener\">Read more<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column chart is-layout-flow wp-block-column-is-layout-flow\"><div class=\"visualizer-front-container\" id=\"chart_wrapper_visualizer-350-48569788\"><style type=\"text\/css\" name=\"visualizer-custom-css\" id=\"customcss-visualizer-350\">.locker,.locker-loader{position:absolute;top:0;left:0;width:100%;height:100%}.locker{z-index:1000;opacity:.8;background-color:#fff;-ms-filter:\"progid:DXImageTransform.Microsoft.Alpha(Opacity=80)\";filter:alpha(opacity=80)}.locker-loader{z-index:1001;background:url(https:\/\/www.hartwigmedicalfoundation.nl\/wp-content\/plugins\/visualizer\/images\/ajax-loader.gif) no-repeat center center}.dt-button{display:none!important}.visualizer-front-container.visualizer-lazy-render{content-visibility: auto;}.google-visualization-controls-categoryfilter label.google-visualization-controls-label {vertical-align: middle;}.google-visualization-controls-categoryfilter li.goog-inline-block {margin: 0 0.2em;}.google-visualization-controls-categoryfilter li {padding: 0 0.2em;}.visualizer-front-container .dataTables_scrollHeadInner{margin: 0 auto;}<\/style><div id=\"visualizer-350-48569788\" class=\"visualizer-front  visualizer-front-350\"><\/div><!-- Not showing structured data for chart 350 because description is empty --><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"data-stored-and-published-with-due-care\">Data stored and published with due care&nbsp;<em>&nbsp;<\/em><\/h2>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"1-data-stored-and-published-with-due-care\">1. Data stored and published with due care&nbsp;&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Of course, we have a strict privacy policy that governs the use of patients\u2019 personal data.&nbsp;&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2-basic-principles\">2. Basic principles&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">We have established basic principles relating to the social, ethical, legal and contractual consequences of publishing this data. Data Access Requests by researchers are reviewed by our Scientific Board and Data Access Board. For We have established basic principles on social, ethical, legal and contractual aspects of using patients\u2019 data. Data Access Requests by researchers are reviewed by our Scientific Board and Data Access Board. The research must contribute to improve cancer treatment and must serve the public interest. We provide a specific subset of data geared to the specific needs of the research project (purpose principle).&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/hartwigmedical.github.io\/documentation\/data-access-request-application.html\" target=\"_blank\" rel=\"noreferrer noopener\">Read more<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"3-standard-application-procedure\">3. Standard application procedure&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Those who apply for access to data must go through a standard procedure that includes signing a license agreement and pledging to abide by the rules for publication.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"4-european-privacy-legislation\">4. European privacy legislation&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">In accordance with European privacy legislation specific requirements apply to the provision of data to parties located in a country outside the European Economic Area (EEA).&nbsp;&nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/hartwigmedical.github.io\/documentation\/data-access-request-application.html\" target=\"_blank\" rel=\"noreferrer noopener\">Read more<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:31px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"5-rules-for-publication\">5. Rules for publication&nbsp;<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Researchers who use data provided by Hartwig Medical Foundation must explicitly state this use in all publications.&nbsp;<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"What does Hartwig Medical Foundation do?\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/TTQ_wBm7P5A?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>We store the genetic and clinical data of thousands of patients in the Netherlands with metastatic cancer in the Hartwig &hellip;<\/p>\n","protected":false},"author":3,"featured_media":10631,"parent":2273,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2295","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - 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