{"id":711,"date":"2023-09-20T11:04:36","date_gmt":"2023-09-20T09:04:36","guid":{"rendered":"https:\/\/lete.wpmultisite.unimi.it\/collaborations\/"},"modified":"2025-11-20T16:49:00","modified_gmt":"2025-11-20T15:49:00","slug":"collaborations-ecosystem","status":"publish","type":"page","link":"https:\/\/lete.unimi.it\/en\/who-we-are\/collaborations-ecosystem\/","title":{"rendered":"Collaborations &amp; Ecosystem"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-large-font-size\"><em>The scientific network that shapes our research questions<\/em><\/p>\n<\/blockquote>\n\n\n\n<p>The research we conduct at LETE does not emerge in isolation.<br>The complexity of the exposome, epigenetic mechanisms and biological resilience requires a broad, dynamic, and interdisciplinary network of expertise.<br>For this reason, we work within a collaborative ecosystem that brings together clinical sciences, molecular biology, epidemiology, statistics, bioinformatics, technology, and environmental research.<\/p>\n\n\n\n<p>Our collaborations go far beyond co-authorship: they are long-standing partnerships built on shared project design, common infrastructures, and translational applications.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1. Clinical Collaborations<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>From hospital practice to biological trajectories<\/em><\/h3>\n\n\n\n<p>We work closely with clinical units that address the daily challenges of public health and personalized medicine.<br>Together, we investigate how an individual\u2019s biological state \u2014 shaped by the exposome and the epigenome \u2014 influences diagnostic, prognostic, and therapeutic pathways.<\/p>\n\n\n\n<p><strong>Main partners:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ospedale Luigi Sacco \u2014 Occupational Medicine, Pulmonology<\/li>\n\n\n\n<li>Clinica Mangiagalli \u2014 Pregnancy, Menopause, Endocrine Gynecology<\/li>\n\n\n\n<li>Policlinico Hospital \u2014 Oncology, Public Health<\/li>\n\n\n\n<li>National collaborations in oncology (PhActHealth) and sports medicine (HEBE)<\/li>\n\n\n\n<li>International collaborations in oncology (Leuven)<\/li>\n<\/ul>\n\n\n\n<p><strong>Shared areas:<\/strong><br>Ageing, inflammation, cancer, preoperative resilience, cardio-metabolic risk, maternal\u2013infant health.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2. Environmental &amp; Urban Health Collaborations<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>From city sensors to exposome mapping<\/em><\/h3>\n\n\n\n<p>We study the environment using tools ranging from proximity sensors to advanced remote sensing techniques and spatially integrated models.<\/p>\n\n\n\n<p><strong>Main partners:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Municipality of Legnano (MAMELI Living Lab)<\/li>\n\n\n\n<li>University of Insubria \u2014 Air pollution &amp; sensor networks<\/li>\n\n\n\n<li>University of Bari \u2014 Urban forestry &amp; environmental planning<\/li>\n\n\n\n<li>Engineering and urban geography groups (POLIMI)<\/li>\n<\/ul>\n\n\n\n<p><strong>Shared areas:<\/strong><br>Air quality, urban environment, green exposure, livability, LiDAR, GIS, urban exposome.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3. Methodological Collaborations<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>Biostatistics, interpretable AI and multi-omic modelling<\/em><\/h3>\n\n\n\n<p>Our projects integrate epidemiological design, advanced statistics, sustainable machine learning and multi-level analyses of biological data.<\/p>\n\n\n\n<p><strong>Main partners:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>KU Leuven \u2014 Statistical genomics &amp; cancer dormancy<\/li>\n\n\n\n<li>Italian Institute of Technology (IIT) \u2014 Repetitive element methylation<\/li>\n\n\n\n<li>University of Parma \u2014 Cellular models and translational cardiology<\/li>\n<\/ul>\n\n\n\n<p><strong>Shared areas:<\/strong><br>Causal inference, non-linear models, exposome-wide association, multi-omic networks, explainable AI, biological ageing algorithms.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4. Collaborations on Extracellular Vesicles &amp; Molecular Signalling<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>From microRNA to systemic information flows<\/em><\/h3>\n\n\n\n<p>We collaborate with teams specialized in EV biology and epigenetic intercellular communication \u2014 a core area of our research.<\/p>\n\n\n\n<p><strong>Main partners:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>UNIMI \u2014 EVs &amp; ageing groups<\/li>\n\n\n\n<li>Clinical collaborations on maternal\u2013fetal, oncologic and inflammatory EVs<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5. Third Mission &amp; Community Engagement<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>Transferring knowledge, co-producing well-being<\/em><\/h3>\n\n\n\n<p>We collaborate with local institutions, schools, associations and community groups to support:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>scientific outreach on environment and health<\/li>\n\n\n\n<li>awareness on positive lifestyle behaviours<\/li>\n\n\n\n<li>INES initiatives on well-being, perception and resilience<\/li>\n\n\n\n<li>urban policies oriented toward public health<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>6. Our Way of Collaborating<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><em>Multidisciplinary, open, interpretative, translational<\/em><\/h3>\n\n\n\n<p>All collaborations at LETE share four core principles:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Genuine interdisciplinarity<\/strong>, not just formal<\/li>\n\n\n\n<li><strong>Methodological rigour<\/strong>, from data collection to causal modelling<\/li>\n\n\n\n<li><strong>A culture of reproducibility<\/strong> and interpretable data<\/li>\n\n\n\n<li><strong>A translational vocation<\/strong>, from molecular mechanisms to community impact<\/li>\n<\/ul>\n\n\n\n<p>Collaborating, for us, means building \u2014 together \u2014 a new way of reading the relationship between environment, biology and health.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Our collaborators<\/p>\n","protected":false},"author":4,"featured_media":0,"parent":774,"menu_order":20,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-711","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/pages\/711"}],"collection":[{"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/comments?post=711"}],"version-history":[{"count":12,"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/pages\/711\/revisions"}],"predecessor-version":[{"id":1252,"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/pages\/711\/revisions\/1252"}],"up":[{"embeddable":true,"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/pages\/774"}],"wp:attachment":[{"href":"https:\/\/lete.unimi.it\/en\/wp-json\/wp\/v2\/media?parent=711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}