{"id":1722,"date":"2017-02-07T16:49:08","date_gmt":"2017-02-07T16:49:08","guid":{"rendered":"https:\/\/www.kolabtree.com\/blog\/?p=1722"},"modified":"2020-10-27T13:42:43","modified_gmt":"2020-10-27T13:42:43","slug":"biotech-data-analytics","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/fr\/biotech-data-analytics\/","title":{"rendered":"Pourquoi la biotechnologie a besoin de la puissance de l'analyse des donn\u00e9es"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_45_1 counter-flat ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\">Table des mati\u00e8res<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" area-label=\"ez-toc-toggle-icon-1\"><label for=\"item-69f19d3977a3d\" aria-label=\"Table des mati\u00e8res\"><span style=\"display: flex;align-items: center;width: 35px;height: 30px;justify-content: center;direction:ltr;\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/label><input  type=\"checkbox\" id=\"item-69f19d3977a3d\"><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.kolabtree.com\/blog\/fr\/biotech-data-analytics\/#Genomics\" title=\"G\u00e9nomique \">G\u00e9nomique <\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/fr\/biotech-data-analytics\/#Other_Applications\" title=\"Autres applications\">Autres applications<\/a><\/li><\/ul><\/nav><\/div>\n<p>Le projet du g\u00e9nome humain, qui visait \u00e0 cartographier et \u00e0 s\u00e9quencer l'ensemble du g\u00e9nome humain, a d\u00e9but\u00e9 en 1990 et s'est termin\u00e9 en 2003 avec un budget de d\u00e9part de plus de $1,5 millions. Il nous a fourni, pour la premi\u00e8re fois, un moyen d'acc\u00e9der \u00e0 des donn\u00e9es inestimables gr\u00e2ce aux g\u00e8nes - sch\u00e9mas d'\u00e9volution, maladies et leurs traitements, mutations g\u00e9n\u00e9tiques et leurs effets, informations anthropologiques, etc. Aujourd'hui, on construit de puissants logiciels et outils d'analyse capables de d\u00e9coder un g\u00e9nome entier en quelques heures. <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=BiotechAnalytics\">Analyse des donn\u00e9es<\/a> est en train de devenir rapidement l'une des branches les plus importantes de la science qui peut \u00eatre appliqu\u00e9e dans l'industrie biotechnologique. Voici quelques applications majeures de la science des donn\u00e9es en biotechnologie :<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Genomics\"><\/span><strong>G\u00e9nomique <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Le s\u00e9quen\u00e7age de l'ADN g\u00e9n\u00e8re une \u00e9norme quantit\u00e9 de donn\u00e9es qui doivent \u00eatre analys\u00e9es avec soin, car les informations et les conclusions tir\u00e9es sont applicables dans toute une s\u00e9rie de secteurs, de la m\u00e9decine \u00e0 la m\u00e9decine l\u00e9gale. Cela implique la science des donn\u00e9es \u00e0 diff\u00e9rents niveaux :<\/p>\n<p><strong>Stockage :<\/strong> La premi\u00e8re \u00e9tape est le stockage des donn\u00e9es de s\u00e9quen\u00e7age de l'ADN. Si nous devions s\u00e9quencer le g\u00e9nome de chaque \u00eatre vivant, du microbe \u00e0 l'homme, nous devrions disposer de puissants outils de science des donn\u00e9es qui nous aident \u00e0 stocker, suivre et r\u00e9cup\u00e9rer les informations pertinentes.<\/p>\n<p><strong>Annotation :<\/strong> L'annotation est le processus qui consiste \u00e0 ajouter des notes \u00e0 des g\u00e8nes sp\u00e9cifiques dans la s\u00e9quence. Des outils sont en cours de construction pour mettre en place un syst\u00e8me d'annotation automatis\u00e9, qui n\u00e9cessite la reconnaissance et l'identification des formes.<\/p>\n<p><strong>Visualisation :<\/strong> L'ADN peut \u00eatre visualis\u00e9 \u00e0 plusieurs niveaux et dans diff\u00e9rentes dimensions. Les outils de visualisation des donn\u00e9es aident \u00e0 comprendre ces donn\u00e9es sous la forme de diverses mises en page, en montrant les corr\u00e9lations et en aidant l'utilisateur \u00e0 identifier facilement les probl\u00e8mes. L'analyse des donn\u00e9es contribue \u00e9galement \u00e0 la cr\u00e9ation de logiciels ADN robustes, dot\u00e9s de fonctions telles que le zoom, le panoramique et les fonctions interactives int\u00e9gr\u00e9es \u00e0 l'interface pour faciliter une \u00e9tude rapide. Des m\u00e9thodes de visualisation plus r\u00e9centes et innovantes font \u00e9galement leur apparition sur le march\u00e9 !<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"ro\">Martin Krzywinski discute des Circos, webcast 16h00 EST WIRED\/MD Anderson <a href=\"https:\/\/twitter.com\/hashtag\/WIREDHealth?src=hash&amp;ref_src=twsrc%5Etfw\">#WIREDHealth (sant\u00e9)<\/a> <a href=\"http:\/\/t.co\/7dV7a3mYAv\">http:\/\/t.co\/7dV7a3mYAv<\/a> <a href=\"http:\/\/t.co\/N8412zOLVg\">pic.twitter.com\/N8412zOLVg<\/a><\/p>\n<p>- Scott Merville (@smerv) <a href=\"https:\/\/twitter.com\/smerv\/status\/398115476934389760?ref_src=twsrc%5Etfw\">6 novembre 2013<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><strong>Analyse :<\/strong> Les logiciels d'analyse de donn\u00e9es permettent de tirer certaines d\u00e9ductions \u00e0 partir de s\u00e9quences g\u00e9n\u00e9tiques et de mutations sp\u00e9cifiques qui sont d'une valeur inestimable dans le secteur de la sant\u00e9. Les informations obtenues \u00e0 partir de l'analyse des donn\u00e9es peuvent \u00e9galement \u00eatre appliqu\u00e9es dans la sph\u00e8re de la d\u00e9couverte et du d\u00e9veloppement de m\u00e9dicaments pour cibler des maladies sp\u00e9cifiques et personnaliser les approches th\u00e9rapeutiques.<\/p>\n<p>Ilumina, une soci\u00e9t\u00e9 qui vend des outils d'analyse de s\u00e9quen\u00e7age de l'ADN, est toute <a href=\"https:\/\/www.fool.com\/investing\/general\/2017\/02\/06\/why-illumina-inc-soared-25-in-january.aspx\">s'appr\u00eate \u00e0 lancer deux nouveaux appareils de s\u00e9quen\u00e7age<\/a> qui permettent une connaissance plus pr\u00e9cise des g\u00e8nes.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Other_Applications\"><\/span><strong>Autres applications<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Researchers in biotech are often pressurized by time, but contrarily, the <a href=\"https:\/\/www.kolabtree.com\/blog\/fr\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">recherche<\/a> undertaken to achieve a desired result can go on for years. Data analytics, when applied to clinical trials and experiments, help quickly identify the source of error with greater ease. They also help build predictive models and provide information on optimum parameters that will achieve the desired outcome of an experiment.<\/p>\n<p>La mod\u00e9lisation des donn\u00e9es aide les entreprises pharmaceutiques et biotechnologiques \u00e0 s\u00e9lectionner les m\u00e9dicaments avant de choisir celui qui est le plus efficace, sur la base des informations g\u00e9n\u00e9r\u00e9es par l'ordinateur. Les meilleures options sont ensuite soumises \u00e0 des essais cliniques. L'analyse aide \u00e9galement les h\u00f4pitaux \u00e0 suivre et \u00e0 \u00e9valuer les progr\u00e8s des patients et leurs plans de traitement. Genentech a <a href=\"https:\/\/hbr.org\/2016\/11\/the-promise-and-challenge-of-big-data-for-pharma\">d\u00e9velopp\u00e9 une base de donn\u00e9es de patients<\/a> pr\u00e9c\u00e9demment diagnostiqu\u00e9s et trait\u00e9s pour un cancer, et cela les aide maintenant \u00e0 choisir des th\u00e9rapies efficaces pour les patients actuellement trait\u00e9s.\u00a0<a href=\"http:\/\/www.prnewswire.com\/news-releases\/welltok-acquires-leading-healthcare-analytics-company-predilytics-300085640.html\">Predilytics<\/a>une soci\u00e9t\u00e9 d'analyse pr\u00e9dictive dans le domaine de la sant\u00e9, a enregistr\u00e9 les donn\u00e9es d'environ 250 millions de consommateurs, ce qui lui permet de comprendre o\u00f9, quoi et quand les besoins des patients sont satisfaits.<\/p>\n<p>Les entreprises de biotechnologie agricole peuvent \u00e9galement tirer parti des outils de science des donn\u00e9es en les utilisant pour identifier les cultures les plus performantes avec un impact minimal sur l'environnement, notamment parmi les plantes g\u00e9n\u00e9tiquement modifi\u00e9es.<\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"alignnone size-medium wp-image-1724\" src=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/02\/pharma-300x180.jpg\" alt=\"pharma\" width=\"300\" height=\"180\" srcset=\"https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/02\/pharma-300x180.jpg 300w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/02\/pharma-768x461.jpg 768w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/02\/pharma.jpg 960w, https:\/\/www.kolabtree.com\/blog\/wp-content\/uploads\/2017\/02\/pharma-300x180@2x.jpg 600w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>Le site <a href=\"https:\/\/hbr.org\/2016\/11\/the-promise-and-challenge-of-big-data-for-pharma\">l'industrie pharmaceutique en particulier<\/a> a vu une explosion des donn\u00e9es qui sont d\u00e9sormais \u00e0 sa disposition, et avec cela, la mise en correspondance de petits essais cliniques avec des situations du monde r\u00e9el devient de plus en plus difficile. Les donn\u00e9es dont ils disposent se pr\u00e9sentent sous diff\u00e9rents formats et sont souvent bruyantes. Les scientifiques doivent donc concevoir des logiciels qui polissent ces donn\u00e9es brutes et fournissent des solutions pr\u00e9cises.<\/p>\n<p>Les big data aident \u00e9galement les entreprises \u00e0 mieux conna\u00eetre leur march\u00e9 et \u00e0 adapter leurs solutions \u00e0 des publics sp\u00e9cifiques en fonction de leurs comportements. Au sein d'une organisation, l'analyse des donn\u00e9es peut contribuer \u00e0 rendre les op\u00e9rations plus efficaces et efficientes. Ce site <a href=\"http:\/\/www.mckinsey.com\/industries\/pharmaceuticals-and-medical-products\/our-insights\/how-big-data-can-revolutionize-pharmaceutical-r-and-d\">rapport publi\u00e9 par McKinsey<\/a>\u00a0pr\u00e9sente huit fa\u00e7ons dont les entreprises pharmaceutiques peuvent tirer profit du big data.<\/p>\n<p><a href=\"https:\/\/www.semrush.com\/topic-research\/5ab257623be7693aed1b1bc5\/\">Analyse des donn\u00e9es<\/a> fournit aux entreprises de biotechnologie des mesures perspicaces qui leur permettent d'identifier les goulets d'\u00e9tranglement et de surmonter les difficult\u00e9s. Elle incite \u00e0 prendre des d\u00e9cisions sans ambigu\u00eft\u00e9, fond\u00e9es sur des donn\u00e9es, qui peuvent renforcer les op\u00e9rations, les processus et les ventes d'une organisation et, partant, son avenir.<\/p>\n<p><strong>Besoin d'aide pour analyser des donn\u00e9es biotechnologiques ? Demandez l'aide d'un freelance <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biotechnology\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=BiotechAnalytics\">consultant en biotechnologie<\/a> ou <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=BiotechAnalytics\">analyste de donn\u00e9es freelance<\/a> sur Kolabtree.\u00a0<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Le projet du g\u00e9nome humain, qui visait \u00e0 cartographier et \u00e0 s\u00e9quencer l'ensemble du g\u00e9nome humain, a d\u00e9but\u00e9 en 1990 et s'est termin\u00e9 en 2003 avec un budget de d\u00e9part de plus de $1,5 millions. Il nous a fourni, pour la premi\u00e8re fois, un moyen d'acc\u00e9der \u00e0 des donn\u00e9es inestimables par le biais des g\u00e8nes - sch\u00e9mas d'\u00e9volution, maladies et leurs traitements, mutations g\u00e9n\u00e9tiques et leurs effets,<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/fr\/biotech-data-analytics\/\" title=\"Lire la suite\">Lire la suite<\/a><\/div>","protected":false},"author":12,"featured_media":1723,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[442,305,398,304],"tags":[252,180,175,222,325],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.1 (Yoast SEO v20.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Why biotech needs the power of data analytics | Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"Data analytics helps the biotech industry access improved storage and visualization of DNA 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