{"id":3629,"date":"2023-02-21T14:47:04","date_gmt":"2023-02-21T14:47:04","guid":{"rendered":"https:\/\/www.msd.cz\/en\/?page_id=3629"},"modified":"2026-09-09T10:01:17","modified_gmt":"2026-09-09T10:01:17","slug":"mrlit","status":"publish","type":"page","link":"https:\/\/www.msd.cz\/en\/mrlit\/","title":{"rendered":"MRLIT"},"content":{"rendered":"\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2556\" height=\"578\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2026\/07\/Image-10-2.png\" alt=\"\" class=\"wp-image-5165\"\/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">MRL IT<\/h1>\n\n\n\n<p class=\"wp-block-paragraph\">The Applied Research and Innovation team in Prague is a multi-cultural blend of computational biologists, cheminformaticians, data scientists, machine learning experts, data and software engineers from 14 different nationalities. We develop algorithms, predictive models, and scientific tools to advance the drug discovery pipeline in our company. \u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Another important part of our mission is to contribute to the greater scientific community by publishing and sharing the tools that we build as open-source software.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Publications:&nbsp;<\/strong><\/h3>\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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/19420862.2021.2020203 \"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon01.png\" alt=\"\" class=\"wp-image-3636\"\/><\/a><figcaption class=\"wp-element-caption\">BioPhi<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/academic.oup.com\/nar\/article\/47\/18\/e110\/5545735 \"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon12.png?w=115\" alt=\"\" class=\"wp-image-3647\"\/><\/a><figcaption class=\"wp-element-caption\">DeepBGC<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/33245088\/ \"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon10.png?w=114\" alt=\"\" class=\"wp-image-3645\"\/><\/a><figcaption class=\"wp-element-caption\">Machine Learning &amp; Natural Product<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acssynbio.0c00542\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon09.png?w=115\" alt=\"\" class=\"wp-image-3644\"\/><\/a><figcaption class=\"wp-element-caption\">Mutation Maker&nbsp;<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image is-resized\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/pubs.acs.org\/doi\/10.1021\/acs.jcim.1c01360 \"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon13.png?w=114\" alt=\"\" class=\"wp-image-3648\"\/><\/a><figcaption class=\"wp-element-caption\">PepSeA&nbsp;<\/figcaption><\/figure>\n<\/div><\/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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2022.04.04.486952v1.full     \"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon02.png?w=115\" alt=\"\" class=\"wp-image-3637\"\/><\/a><figcaption class=\"wp-element-caption\">mRNAid<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2022.07.28.501824v1 \"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon12.png?w=115\" alt=\"\" class=\"wp-image-3647\"\/><\/a><figcaption class=\"wp-element-caption\">TraceTrack<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2021.10.19.465010v1.full \"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon10.png?w=114\" alt=\"\" class=\"wp-image-3645\"\/><\/a><figcaption class=\"wp-element-caption\">BioCompute Objects &amp; Viral Detection Pipelines<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/chemrxiv.org\/engage\/chemrxiv\/article-details\/63586c15aca19850f7e53e55  \"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon13.png?w=114\" alt=\"\" class=\"wp-image-3648\"\/><\/a><figcaption class=\"wp-element-caption\">Matcher<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/doi.org\/10.1101\/2025.11.27.691041\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon01.png?w=114\" alt=\"\" class=\"wp-image-3636\"\/><\/a><figcaption class=\"wp-element-caption\">OVO<\/figcaption><\/figure>\n<\/div><\/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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/doi.org\/10.1101\/2025.09.14.675819\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon07.png?w=115\" alt=\"\" class=\"wp-image-3642\"\/><\/a><figcaption class=\"wp-element-caption\">SPACE<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/doi.org\/10.1007\/s12021-024-09679-1\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon03.png?w=114\" alt=\"\" class=\"wp-image-3638\"\/><\/a><figcaption class=\"wp-element-caption\">AnNoBrainer<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.biorxiv.org\/content\/10.1101\/2025.10.31.685741v1\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon05.png?w=115\" alt=\"\" class=\"wp-image-3640\"\/><\/a><figcaption class=\"wp-element-caption\">InCytokine<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/doi.org\/10.1080\/19420862.2023.2248671\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon02.png?w=115\" alt=\"\" class=\"wp-image-3637\"\/><\/a><figcaption class=\"wp-element-caption\">Machine Learning and IgG antibody properties<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/doi.org\/10.1016\/j.drudis.2024.103884\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon01.png?w=114\" alt=\"\" class=\"wp-image-3636\"\/><\/a><figcaption class=\"wp-element-caption\">Computational workflows<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Code &amp; Tools:&nbsp;<\/strong><\/h3>\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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/github.com\/Merck\"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"115\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon01.png\" alt=\"\" class=\"wp-image-3636\"\/><\/a><figcaption class=\"wp-element-caption\">MSD Github<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/biophi.dichlab.org\/\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon12.png?w=115\" alt=\"\" class=\"wp-image-3647\"\/><\/a><figcaption class=\"wp-element-caption\">BioPhi<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/tracetrack.dichlab.org\/\"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon10.png?w=114\" alt=\"\" class=\"wp-image-3645\"\/><\/a><figcaption class=\"wp-element-caption\">TraceTrack<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><a href=\"https:\/\/mrnaid.dichlab.org\/\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon09.png?w=115\" alt=\"\" class=\"wp-image-3644\" style=\"width:115px;height:auto\"\/><\/a><figcaption class=\"wp-element-caption\">mRNAid&nbsp;<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/www.npmjs.com\/package\/helm-visualisation\"><img loading=\"lazy\" decoding=\"async\" width=\"114\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon13.png?w=114\" alt=\"\" class=\"wp-image-3648\"\/><\/a><figcaption class=\"wp-element-caption\">PepSeA Visualization<\/figcaption><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Patents:&nbsp;<\/strong><\/h3>\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-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"https:\/\/patents.google.com\/patent\/US20200194098A1\/en\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon14.png?w=115\" alt=\"\" class=\"wp-image-3649\"\/><\/a><figcaption class=\"wp-element-caption\">DeepBGC<\/figcaption><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/patents.google.com\/patent\/US12009060B2\/en\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon14.png?w=115\" alt=\"\" class=\"wp-image-3649\"\/><\/a><figcaption class=\"wp-element-caption\">Biosynthetic gene cluster<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/patents.google.com\/patent\/US20240105285A1\/en\" target=\"_blank\" rel=\" noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"115\" height=\"114\" src=\"https:\/\/www.msd.cz\/en\/wp-content\/uploads\/sites\/98\/2023\/02\/icon14.png?w=115\" alt=\"\" class=\"wp-image-3649\"\/><\/a><figcaption class=\"wp-element-caption\">Reaction synthesis pathfinder<\/figcaption><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>MRL IT The Applied Research and Innovation team in Prague is a multi-cultural blend of computational biologists, cheminformaticians, data scientists, machine learning experts, data and software engineers from 14 different nationalities. We develop algorithms, predictive models, and scientific tools to advance the drug discovery pipeline in our company. \u00a0 Another important part of our mission [&hellip;]<\/p>\n","protected":false},"author":545,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"bdl_company_name":[],"bdl_item_external_link":[],"editor_notices":[],"footnotes":""},"class_list":["post-3629","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>MRLIT - MSD Czech Republic<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.msd.cz\/en\/mrlit\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MRLIT - MSD Czech Republic\" \/>\n<meta property=\"og:description\" content=\"MRL IT The Applied Research and Innovation team in Prague is a multi-cultural blend of computational biologists, cheminformaticians, data scientists, machine learning experts, data and software engineers from 14 different nationalities. 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