Main goals: prediction, personalized\u00a0therapies\u00a0and new diagnostic biomarkers\u00a0<\/p>\n<\/div><\/div>\n\n\n
<\/div>\n\n\n\n
What is MicrobiomeGPT <\/h2>\n\n\n\n MicrobiomeGPT is an advanced artificial intelligence model designed to help create digital twins of the human gut microbiome. It uses large-scale datasets from diverse populations and disease states to identify characteristic patterns in microbiome composition associated with both health and disease. This allows researchers to better predict treatment responses, assess disease risk and design individually tailored interventions, including diet. The model also enables \u201con\u2011screen\u201d testing of different scenarios before they reach the clinic, supporting the development of precision medicine and new diagnostic approaches. <\/p>\n\n\n\n
<\/div>\n\n\n\n
Why this project matters <\/h2>\n\n\n\n One of the core aims of the project is to move from merely observing microbiome data to using it to support real clinical decisions. By simulating how the microbiome changes over time and in response to different therapies, MicrobiomeGPT may help identify early signals of disease and improve the choice of treatment strategies. <\/p>\n\n\n\n
The project also supports the search for new diagnostic biomarkers, especially for conditions that are still difficult to detect or interpret using current methods. In the longer term, this approach could make it possible to detect risk earlier and respond more accurately to the first signs of disease. <\/p>\n\n\n\n
<\/div>\n\n\n\n
Science speaking to the public <\/h2>\n\n\n\n The presence of Tomasz Ko\u015bci\u00f3\u0142ek in the \u201cPeople of Science\u201d series shows that breakthrough research projects are increasingly reaching a broader audience. This is important not only for promoting science, but also for building understanding of how modern AI tools can support medicine and biology. <\/p>\n\n\n\n
The radio conversation presents the topic of the microbiome in an accessible way, while highlighting the scale and potential of a project being developed in Poland. It is a story about science that does not stop at the laboratory door, but actively seeks real impact on the future of human health. <\/p>\n\n\n\n
You can now listen to the Eureka segment featuring Tomasz Ko\u015bci\u00f3\u0142ek and learn more about how MicrobiomeGPT may change our understanding of the gut microbiome and its role in health and disease. <\/p>\n\n\n\n
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\n\n\t\t\t\t\n\t\t\t\t\tListen now\n\t\t\t\t<\/span>\n\n\t\t\t<\/a>\n\n \n \n\n\n\n<\/div>\n\n\n
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MicrobiomeGPT - Centre for Computational Personalized Medicine<\/title>\n<meta name=\"description\" content=\"MicrobiomeGPT is Poland\u2019s first AI model for gut microbiome research, combining biological and clinical data to enable prediction, personalized therapies, and new diagnostic biomarkers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/sano.science\/microbiomegpt\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"MicrobiomeGPT\" \/>\n<meta property=\"og:description\" content=\"MicrobiomeGPT is Poland\u2019s first AI model for gut microbiome research, combining biological and clinical data to enable prediction, personalized therapies, and new diagnostic biomarkers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/sano.science\/microbiomegpt\/\" \/>\n<meta property=\"og:site_name\" content=\"Centre for Computational Personalized Medicine\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/sano.science\/\" \/>\n<meta property=\"article:published_time\" content=\"2026-04-29T14:18:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-30T09:29:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/sano.science\/wp-content\/uploads\/2026\/04\/wywiad-Tomasz-Kosciolek-1-POLSKIE-RADIO.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1919\" \/>\n\t<meta property=\"og:image:height\" content=\"1294\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sano\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@sanoscience\" \/>\n<meta name=\"twitter:site\" content=\"@sanoscience\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sano\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/sano.science\\\/microbiomegpt\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/sano.science\\\/microbiomegpt\\\/\"},\"author\":{\"name\":\"Sano\",\"@id\":\"https:\\\/\\\/sano.science\\\/#\\\/schema\\\/person\\\/561b69b48b6a8f7904aed06df5d03c98\"},\"headline\":\"MicrobiomeGPT\",\"datePublished\":\"2026-04-29T14:18:33+00:00\",\"dateModified\":\"2026-04-30T09:29:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/sano.science\\\/microbiomegpt\\\/\"},\"wordCount\":516,\"publisher\":{\"@id\":\"https:\\\/\\\/sano.science\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/sano.science\\\/microbiomegpt\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/sano.science\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/wywiad-Tomasz-Kosciolek-1-POLSKIE-RADIO.jpeg\",\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/sano.science\\\/microbiomegpt\\\/\",\"url\":\"https:\\\/\\\/sano.science\\\/microbiomegpt\\\/\",\"name\":\"MicrobiomeGPT - 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In the interview, he presented MicrobiomeGPT \u2013 Poland\u2019s first artificial intelligence model dedicated specifically to the human gut microbiome. The project combines advanced AI with biological data to better understand how microbial communities influence human health and the body\u2019s biological balance. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Tomasz Ko\u015bci\u00f3\u0142ek, Research Team Leader of the Structural and Functional Genomics group, appeared on Polish Radio\u2019s Channel One in the Eureka segment from the \u201cPeople of Science\u201d series. In the interview, he presented MicrobiomeGPT \u2013 Poland\u2019s first artificial intelligence model dedicated specifically to the human gut microbiome. The project combines advanced AI with biological data to better understand how microbial communities influence human health and the body\u2019s biological balance. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-uk19UZ","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">Appearing in a nationwide radio program is\u00a0an important step\u00a0in the development of a project that will be further advanced under the <a href=\"https:\/\/sano.science\/sano-national-grants\/#FIRST-TEAM\">First TEAM FNP program<\/a>.\u00a0<\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">Appearing in a nationwide radio program is\u00a0an important step\u00a0in the development of a project that will be further advanced under the <a href=\"https:\/\/sano.science\/sano-national-grants\/#FIRST-TEAM\">First TEAM FNP program<\/a>.\u00a0<\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-pcfMeN","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">MicrobiomeGPT will be designed as a pioneering research tool that will help scientists model the complex relationships within the gut microbiome. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">MicrobiomeGPT will be designed as a pioneering research tool that will help scientists model the complex relationships within the gut microbiome. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"40px","epAnimationGeneratedClass":"edplus_anim-aPcFqe","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer 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0, 0, 0.03)","gradient":"","media":{"backgroundPositionX":"","backgroundPositionY":"","background":[],"backgroundSize":"","backgroundRepeat":"","backgroundAttachment":"","backgroundPlacement":"back"}},"epAnimationGeneratedClass":"edplus_anim-nxwVz7","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[{"blockName":"core\/paragraph","attrs":{"align":"center","epAnimationGeneratedClass":"edplus_anim-C4rPgl","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\"has-text-align-center eplus-wrapper\">First AI model in Poland dedicated to the gut microbiome<\/p>\n","innerContent":["\n<p class=\"has-text-align-center eplus-wrapper\">First AI model in Poland dedicated to the gut microbiome<\/p>\n"]}],"innerHTML":"<div class=\"wp-block-column eplus-wrapper eplus-styles-uid-925dc4\"><\/div>","innerContent":["\n<div class=\"wp-block-column eplus-wrapper\">",null,"<\/div>\n"]},{"blockName":"core\/column","attrs":{"epCustomPadding":{"value":{"top":"2","right":"2","bottom":"2","left":"2"},"unit":"%","important":false},"epCustomBackground":{"solid":"rgba(0, 0, 0, 0.07)","gradient":"","media":{"backgroundPositionX":"","backgroundPositionY":"","background":[],"backgroundSize":"","backgroundRepeat":"","backgroundAttachment":"","backgroundPlacement":"back"}},"epAnimationGeneratedClass":"edplus_anim-F952u3","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[{"blockName":"core\/paragraph","attrs":{"align":"center","epAnimationGeneratedClass":"edplus_anim-bpc2ub","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\"has-text-align-center eplus-wrapper\">AI + biology: combining artificial intelligence with metagenomic and clinical data <\/p>\n","innerContent":["\n<p class=\"has-text-align-center eplus-wrapper\">AI + biology: combining artificial intelligence with metagenomic and clinical data <\/p>\n"]}],"innerHTML":"<div class=\"wp-block-column eplus-wrapper eplus-styles-uid-21cb2b\"><\/div>","innerContent":["\n<div class=\"wp-block-column eplus-wrapper\">",null,"<\/div>\n"]},{"blockName":"core\/column","attrs":{"epCustomPadding":{"value":{"top":"2","right":"2","bottom":"2","left":"2"},"unit":"%","important":false},"epCustomBackground":{"solid":"rgba(0, 0, 0, 0.09)","gradient":"","media":{"backgroundPositionX":"","backgroundPositionY":"","background":[],"backgroundSize":"","backgroundRepeat":"","backgroundAttachment":"","backgroundPlacement":"back"}},"epAnimationGeneratedClass":"edplus_anim-xt0sVH","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[{"blockName":"core\/paragraph","attrs":{"align":"center","epAnimationGeneratedClass":"edplus_anim-klabgE","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\"has-text-align-center eplus-wrapper\">Main goals: prediction, personalized therapies and new diagnostic biomarkers <\/p>\n","innerContent":["\n<p class=\"has-text-align-center eplus-wrapper\">Main goals: prediction, personalized therapies and new diagnostic biomarkers <\/p>\n"]}],"innerHTML":"<div class=\"wp-block-column eplus-wrapper eplus-styles-uid-dd612a\"><\/div>","innerContent":["\n<div class=\"wp-block-column eplus-wrapper\">",null,"<\/div>\n"]}],"innerHTML":"<div class=\"wp-block-columns eplus-wrapper eplus-styles-uid-07816e\">\n\n\n\n<\/div>","innerContent":["\n<div class=\"wp-block-columns eplus-wrapper\">",null,"\n\n",null,"\n\n",null,"<\/div>\n"]},{"blockName":"core\/spacer","attrs":{"height":"20px","epAnimationGeneratedClass":"edplus_anim-e5WwkN","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-7jgiy2","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-what-is-nbsp-microbiomegpt-nbsp\">What is MicrobiomeGPT <\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-what-is-nbsp-microbiomegpt-nbsp\">What is MicrobiomeGPT <\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-sn3fkr","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">MicrobiomeGPT is an advanced artificial intelligence model designed to help create digital twins of the human gut microbiome. It uses large-scale datasets from diverse populations and disease states to identify characteristic patterns in microbiome composition associated with both health and disease. This allows researchers to better predict treatment responses, assess disease risk and design individually tailored interventions, including diet. The model also enables \u201con\u2011screen\u201d testing of different scenarios before they reach the clinic, supporting the development of precision medicine and new diagnostic approaches. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">MicrobiomeGPT is an advanced artificial intelligence model designed to help create digital twins of the human gut microbiome. It uses large-scale datasets from diverse populations and disease states to identify characteristic patterns in microbiome composition associated with both health and disease. This allows researchers to better predict treatment responses, assess disease risk and design individually tailored interventions, including diet. The model also enables \u201con\u2011screen\u201d testing of different scenarios before they reach the clinic, supporting the development of precision medicine and new diagnostic approaches. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"20px","epAnimationGeneratedClass":"edplus_anim-qG3fJD","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-I6Yvxf","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-why-this-project-matters-nbsp\">Why this project matters <\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-why-this-project-matters-nbsp\">Why this project matters <\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-SNUC1C","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">One of the core aims of the project is to move from merely observing microbiome data to using it to support real clinical decisions. By simulating how the microbiome changes over time and in response to different therapies, MicrobiomeGPT may help identify early signals of disease and improve the choice of treatment strategies. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">One of the core aims of the project is to move from merely observing microbiome data to using it to support real clinical decisions. By simulating how the microbiome changes over time and in response to different therapies, MicrobiomeGPT may help identify early signals of disease and improve the choice of treatment strategies. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-LRHTDg","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The project also supports the search for new diagnostic biomarkers, especially for conditions that are still difficult to detect or interpret using current methods. In the longer term, this approach could make it possible to detect risk earlier and respond more accurately to the first signs of disease. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The project also supports the search for new diagnostic biomarkers, especially for conditions that are still difficult to detect or interpret using current methods. In the longer term, this approach could make it possible to detect risk earlier and respond more accurately to the first signs of disease. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"20px","epAnimationGeneratedClass":"edplus_anim-7VeJSp","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n","innerContent":["\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer eplus-wrapper\"><\/div>\n"]},{"blockName":"core\/heading","attrs":{"epAnimationGeneratedClass":"edplus_anim-tncSa6","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-science-speaking-to-the-public-nbsp\">Science speaking to the public <\/h2>\n","innerContent":["\n<h2 class=\"wp-block-heading eplus-wrapper\" id=\"h-science-speaking-to-the-public-nbsp\">Science speaking to the public <\/h2>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-tG56qJ","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The presence of Tomasz Ko\u015bci\u00f3\u0142ek in the \u201cPeople of Science\u201d series shows that breakthrough research projects are increasingly reaching a broader audience. This is important not only for promoting science, but also for building understanding of how modern AI tools can support medicine and biology. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The presence of Tomasz Ko\u015bci\u00f3\u0142ek in the \u201cPeople of Science\u201d series shows that breakthrough research projects are increasingly reaching a broader audience. This is important not only for promoting science, but also for building understanding of how modern AI tools can support medicine and biology. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-keSevc","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">The radio conversation presents the topic of the microbiome in an accessible way, while highlighting the scale and potential of a project being developed in Poland. It is a story about science that does not stop at the laboratory door, but actively seeks real impact on the future of human health. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">The radio conversation presents the topic of the microbiome in an accessible way, while highlighting the scale and potential of a project being developed in Poland. It is a story about science that does not stop at the laboratory door, but actively seeks real impact on the future of human health. <\/p>\n"]},{"blockName":"core\/paragraph","attrs":{"epAnimationGeneratedClass":"edplus_anim-6Ll0HX","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<p class=\" eplus-wrapper\">You can now listen to the Eureka segment featuring Tomasz Ko\u015bci\u00f3\u0142ek and learn more about how MicrobiomeGPT may change our understanding of the gut microbiome and its role in health and disease. <\/p>\n","innerContent":["\n<p class=\" eplus-wrapper\">You can now listen to the Eureka segment featuring Tomasz Ko\u015bci\u00f3\u0142ek and learn more about how MicrobiomeGPT may change our understanding of the gut microbiome and its role in health and disease. <\/p>\n"]},{"blockName":"core\/spacer","attrs":{"height":"30px","epAnimationGeneratedClass":"edplus_anim-aPcFqe","epGeneratedClass":"eplus-wrapper"},"innerBlocks":[],"innerHTML":"\n<div 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<\/figure>\n<\/div>\n<\/div>","protected":false},"excerpt":"Polish AI Project Redefining Gut Microbiome Research","author":8,"featured_media":30514,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"editor_plus_post_options":"{}","editor_plus_copied_stylings":"{}","footnotes":""},"categories":[1],"tags":[],"class_list":["post-30483","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"yoast_head":"\n