{"id":1761,"date":"2026-03-25T12:32:03","date_gmt":"2026-03-25T16:32:03","guid":{"rendered":"https:\/\/www.provem.ca\/proms-et-trajectoires-cliniques-en-oncologie\/"},"modified":"2026-04-01T06:31:56","modified_gmt":"2026-04-01T10:31:56","slug":"proms-et-trajectoires-cliniques-en-oncologie","status":"publish","type":"post","link":"https:\/\/www.provem.ca\/fr\/proms-et-trajectoires-cliniques-en-oncologie\/","title":{"rendered":"PROMs et trajectoires cliniques en oncologie"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Int\u00e9gration des donn\u00e9es rapport\u00e9es par les patients (PROMs) et des donn\u00e9es cliniques pour faire progresser les donn\u00e9es probantes en vie r\u00e9elle en oncologie<\/strong><\/h2>\n\n<p><strong>Chercheuse principale :<\/strong> Sylvie Lambert<br\/><strong>Institution : <\/strong>Centre de recherche de l\u2019H\u00f4pital St-Mary\u2019s<br\/><strong>Sponsor :<\/strong> PROVEM<\/p>\n\n<h3 class=\"wp-block-heading\"><strong>Contexte scientifique<\/strong><\/h3>\n\n<p>Les essais cliniques randomis\u00e9s constituent la r\u00e9f\u00e9rence pour l\u2019\u00e9valuation de l\u2019efficacit\u00e9 des traitements anticanc\u00e9reux. Toutefois, r\u00e9alis\u00e9s dans des environnements contr\u00f4l\u00e9s et aupr\u00e8s de populations s\u00e9lectionn\u00e9es, ils refl\u00e8tent imparfaitement la diversit\u00e9 des trajectoires observ\u00e9es en pratique clinique r\u00e9elle.<\/p>\n\n<p>Depuis 2015, le d\u00e9partement d\u2019oncologie de l\u2019H\u00f4pital St-Mary\u2019s collecte syst\u00e9matiquement des donn\u00e9es rapport\u00e9es par les patients (Patient-Reported Outcome Measures \u2013 PROMs) dans le cadre des soins. La mobilisation structur\u00e9e de ces donn\u00e9es, combin\u00e9e aux informations clinico-administratives et biologiques longitudinales, offre une opportunit\u00e9 unique de mieux caract\u00e9riser les trajectoires r\u00e9elles de soins et d\u2019\u00e9valuer l\u2019impact des traitements au-del\u00e0 des conditions contr\u00f4l\u00e9es des essais.<\/p>\n\n<p>Toutefois, l\u2019int\u00e9gration de donn\u00e9es structur\u00e9es et non structur\u00e9es \u00e0 grande \u00e9chelle, notamment \u00e0 partir de notes cliniques, demeure un d\u00e9fi m\u00e9thodologique majeur en vie r\u00e9elle et n\u00e9cessite des approches analytiques avanc\u00e9es.<strong><\/strong><\/p>\n\n<h3 class=\"wp-block-heading\"><strong>Objectifs<\/strong><\/h3>\n\n<p>Ce projet vise \u00e0 d\u00e9velopper une approche int\u00e9gr\u00e9e d\u2019analyse des trajectoires cliniques combinant donn\u00e9es rapport\u00e9es par les patients, donn\u00e9es cliniques et extraction d\u2019informations issues de donn\u00e9es non structur\u00e9es.<\/p>\n\n<p>Il cherche \u00e9galement \u00e0 \u00e9valuer la valeur pr\u00e9dictive des mesures pr\u00e9coces rapport\u00e9es par les patients d\u2019anticiper les r\u00e9sultats cliniques et la tol\u00e9rance aux traitements en contexte r\u00e9el.<strong><\/strong><\/p>\n\n<h3 class=\"wp-block-heading\"><strong>Population et donn\u00e9es mobilis\u00e9es<\/strong><\/h3>\n\n<ul class=\"wp-block-list\">\n<li>Population :<br\/>Patients adultes suivis en oncologie \u00e0 l\u2019H\u00f4pital St-Mary\u2019s.<br\/>Environ 1 500 patients, avec des donn\u00e9es longitudinales couvrant la p\u00e9riode 2015\u20132025 selon la disponibilit\u00e9 des bases cliniques et des PROMs.<\/li>\n\n\n\n<li>Donn\u00e9es :<ul><li>Donn\u00e9es PROM (ESAS et questionnaires secondaires)<\/li><\/ul><ul><li>Donn\u00e9es clinico-administratives hospitali\u00e8res (diagnostics, visites, hospitalisations)<\/li><\/ul><ul><li>Donn\u00e9es de laboratoire longitudinales<\/li><\/ul><ul><li>Donn\u00e9es d\u2019exposition th\u00e9rapeutique<\/li><\/ul>\n<ul class=\"wp-block-list\">\n<li>Notes cliniques et rapports m\u00e9dicaux en format PDF<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n<p>La mobilisation de plusieurs dizaines de milliers de documents cliniques non structur\u00e9s \u00e0 l\u2019\u00e9chelle d\u2019une cohorte r\u00e9elle constitue un levier unique pour enrichir l\u2019analyse des trajectoires de soins.<\/p>\n\n<h3 class=\"wp-block-heading\"><strong>Approche m\u00e9thodologique<\/strong><\/h3>\n\n<p>Il s\u2019agit d\u2019une \u00e9tude r\u00e9trospective bas\u00e9e sur l\u2019int\u00e9gration et la mobilisation des donn\u00e9es longitudinales multi-sources.<\/p>\n\n<p>Les donn\u00e9es structur\u00e9es et non structur\u00e9es sont jumel\u00e9es \u00e0 l\u2019aide d\u2019un identifiant hospitalier, puis pseudonymis\u00e9es avant analyse dans un environnement s\u00e9curis\u00e9 conforme aux exigences r\u00e9glementaires et \u00e9thiques applicables. Les informations pertinentes contenues dans les notes cliniques sont extraites \u00e0 l\u2019aide de mod\u00e8les de langage (LLM) d\u00e9ploy\u00e9s localement dans un environnement s\u00e9curis\u00e9, permettant l\u2019analyse structur\u00e9e de donn\u00e9es textuelles \u00e0 grande \u00e9chelle.<\/p>\n\n<p>Les trajectoires sont mod\u00e9lis\u00e9es \u00e0 l\u2019aide de :<\/p>\n\n<ul class=\"wp-block-list\">\n<li>Mod\u00e8les de trajectoires latentes multivari\u00e9es (LCGA \/ GBTM)<\/li>\n\n\n\n<li>M\u00e9thodes de clustering non supervis\u00e9 (k-means, DBSCAN, agglom\u00e9ratif)<\/li>\n\n\n\n<li>Mod\u00e8les de survie (Kaplan\u2013Meier, mod\u00e8les de Cox)<\/li>\n\n\n\n<li>Analyses longitudinales coupl\u00e9es aux \u00e9v\u00e9nements cliniques<\/li>\n<\/ul>\n\n<p>Cette approche permet d\u2019int\u00e9grer des dimensions cliniques habituellement non accessibles dans les bases de donn\u00e9es structur\u00e9es, am\u00e9liorant ainsi la profondeur et la pr\u00e9cision des analyses en vie r\u00e9elle.<\/p>\n\n<p>Ce projet constitue un d\u00e9monstrateur de la capacit\u00e9 de PROVEM \u00e0 int\u00e9grer et analyser des donn\u00e9es complexes multi-sources, incluant des donn\u00e9es non structur\u00e9es, \u00e0 des fins de recherche et d\u2019\u00e9valuation en vie r\u00e9elle.<\/p>\n\n<h3 class=\"wp-block-heading\"><strong>Statut du projet<\/strong><\/h3>\n\n<p>Phase actuelle : mise en place op\u00e9rationnelle et pr\u00e9paration de l\u2019extraction et de l\u2019int\u00e9gration des donn\u00e9es multi-sources.<br\/>Prochaine \u00e9tape : int\u00e9gration des bases et d\u00e9ploiement du pipeline d\u2019extraction des variables issues des notes cliniques.<\/p>\n\n<h3 class=\"wp-block-heading\"><strong>Signature institutionnelle<\/strong><\/h3>\n\n<p>PROVEM est une plateforme d\u00e9di\u00e9e \u00e0 la mobilisation et \u00e0 l\u2019analyse de donn\u00e9es de vie r\u00e9elle en oncologie au Qu\u00e9bec, int\u00e9grant des donn\u00e9es cliniques, administratives et rapport\u00e9es par les patients afin de produire des analyses multi-\u00e9chelles pour \u00e9clairer la prise de d\u00e9cision.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Int\u00e9gration des donn\u00e9es rapport\u00e9es par les patients (PROMs) et des donn\u00e9es cliniques pour faire progresser les donn\u00e9es probantes en vie r\u00e9elle en oncologie Chercheuse principale : Sylvie LambertInstitution : Centre de recherche de l\u2019H\u00f4pital St-Mary\u2019sSponsor : PROVEM Contexte scientifique Les essais cliniques randomis\u00e9s constituent la r\u00e9f\u00e9rence pour l\u2019\u00e9valuation de l\u2019efficacit\u00e9 des traitements anticanc\u00e9reux. Toutefois, r\u00e9alis\u00e9s [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1760,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"type-post":[58],"communication-type":[64],"data-type":[75,76],"usage":[83],"class_list":["post-1761","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","type-post-projet","communication-type-lancement","data-type-donnees-non-structurees","data-type-proms","usage-trajectoires-de-soins"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>PROMs et trajectoires cliniques en oncologie - Provem<\/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.provem.ca\/fr\/proms-et-trajectoires-cliniques-en-oncologie\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"PROMs et trajectoires cliniques en oncologie - Provem\" \/>\n<meta property=\"og:description\" content=\"Int\u00e9gration des donn\u00e9es rapport\u00e9es par les patients (PROMs) et des donn\u00e9es cliniques pour faire progresser les donn\u00e9es probantes en vie r\u00e9elle en oncologie Chercheuse principale : Sylvie LambertInstitution : Centre de recherche de l\u2019H\u00f4pital St-Mary\u2019sSponsor : PROVEM Contexte scientifique Les essais cliniques randomis\u00e9s constituent la r\u00e9f\u00e9rence pour l\u2019\u00e9valuation de l\u2019efficacit\u00e9 des traitements anticanc\u00e9reux. 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