{"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\/ja\/biotech-data-analytics\/","title":{"rendered":"\u306a\u305c\u30d0\u30a4\u30aa\u30c6\u30c3\u30af\u306b\u306f\u30c7\u30fc\u30bf\u5206\u6790\u306e\u529b\u304c\u5fc5\u8981\u306a\u306e\u304b"},"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 of contents<\/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-69f18bcde978f\" aria-label=\"Table of Content\"><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-69f18bcde978f\"><\/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\/ja\/biotech-data-analytics\/#Genomics\" title=\"\u30b2\u30ce\u30df\u30af\u30b9 \">\u30b2\u30ce\u30df\u30af\u30b9 <\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/biotech-data-analytics\/#Other_Applications\" title=\"\u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\">\u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/a><\/li><\/ul><\/nav><\/div>\n<p>\u30d2\u30c8\u30b2\u30ce\u30e0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u30011990\u5e74\u306b\u59cb\u307e\u308a\u30012003\u5e74\u306b\u7d42\u4e86\u3057\u307e\u3057\u305f\u304c\u3001\u5f53\u521d\u306e\u4e88\u7b97\u306f150\u4e07\u30c9\u30eb\u3092\u8d85\u3048\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u9032\u5316\u306e\u30d1\u30bf\u30fc\u30f3\u3001\u75c5\u6c17\u3068\u305d\u306e\u6cbb\u7642\u6cd5\u3001\u907a\u4f1d\u5b50\u306e\u5909\u7570\u3068\u305d\u306e\u5f71\u97ff\u3001\u4eba\u985e\u5b66\u7684\u306a\u60c5\u5831\u306a\u3069\u3001\u907a\u4f1d\u5b50\u3092\u4ecb\u3057\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u306a\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u624b\u6bb5\u3092\u521d\u3081\u3066\u63d0\u4f9b\u3057\u305f\u306e\u3067\u3059\u3002\u73fe\u5728\u3067\u306f\u3001\u6570\u6642\u9593\u3067\u30b2\u30ce\u30e0\u5168\u4f53\u3092\u89e3\u8aad\u3067\u304d\u308b\u5f37\u529b\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u89e3\u6790\u30c4\u30fc\u30eb\u304c\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=BiotechAnalytics\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/a> \u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30c3\u30af\u696d\u754c\u3067\u5fdc\u7528\u3067\u304d\u308b\u6700\u3082\u91cd\u8981\u306a\u79d1\u5b66\u306e\u4e00\u5206\u91ce\u3068\u3057\u3066\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4e3b\u306a\u5fdc\u7528\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Genomics\"><\/span><strong>\u30b2\u30ce\u30df\u30af\u30b9 <\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>DNA\u30b7\u30fc\u30b1\u30f3\u30b7\u30f3\u30b0\u3067\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u751f\u6210\u3055\u308c\u307e\u3059\u304c\u3001\u305d\u306e\u60c5\u5831\u3084\u7d50\u8ad6\u306f\u533b\u7642\u304b\u3089\u6cd5\u533b\u5b66\u307e\u3067\u3042\u3089\u3086\u308b\u7523\u696d\u306b\u5fdc\u7528\u3067\u304d\u308b\u305f\u3081\u3001\u614e\u91cd\u306b\u5206\u6790\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u308c\u306b\u306f\u69d8\u3005\u306a\u30ec\u30d9\u30eb\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u3002<\/strong> \u305d\u306e\u7b2c\u4e00\u6b69\u304c\u3001DNA\u30b7\u30fc\u30b1\u30f3\u30b9\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3067\u3059\u3002\u3082\u3057\u3001\u5fae\u751f\u7269\u304b\u3089\u4eba\u9593\u307e\u3067\u3001\u3042\u3089\u3086\u308b\u751f\u7269\u306e\u30b2\u30ce\u30e0\u3092\u914d\u5217\u3059\u308b\u3068\u3057\u305f\u3089\u3001\u95a2\u9023\u3059\u308b\u60c5\u5831\u3092\u4fdd\u5b58\u3057\u3001\u8ffd\u8de1\u3057\u3001\u53d6\u308a\u51fa\u3059\u306e\u306b\u5f79\u7acb\u3064\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p><strong>\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3002<\/strong> \u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u3001\u914d\u5217\u4e2d\u306e\u7279\u5b9a\u306e\u907a\u4f1d\u5b50\u306b\u6ce8\u91c8\u3092\u52a0\u3048\u308b\u4f5c\u696d\u306e\u3053\u3068\u3067\u3059\u3002\u81ea\u52d5\u5316\u3055\u308c\u305f\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b7\u30b9\u30c6\u30e0\u3092\u5c0e\u5165\u3059\u308b\u305f\u3081\u306e\u30c4\u30fc\u30eb\u304c\u69cb\u7bc9\u3055\u308c\u3064\u3064\u3042\u308b\u304c\u3001\u3053\u308c\u306b\u306f\u30d1\u30bf\u30fc\u30f3\u8a8d\u8b58\u3068\u8b58\u5225\u304c\u5fc5\u8981\u3067\u3042\u308b\u3002<\/p>\n<p><strong>\u30d3\u30b8\u30e5\u30a2\u30eb\u5316\u3002<\/strong> DNA\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30ec\u30d9\u30eb\u3001\u3055\u307e\u3056\u307e\u306a\u6b21\u5143\u3067\u8996\u899a\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u3001\u69d8\u3005\u306a\u30ec\u30a4\u30a2\u30a6\u30c8\u306e\u5f62\u3067\u30c7\u30fc\u30bf\u3092\u7406\u89e3\u3057\u3001\u76f8\u95a2\u95a2\u4fc2\u3092\u793a\u3057\u3001\u30e6\u30fc\u30b6\u30fc\u304c\u554f\u984c\u3092\u5bb9\u6613\u306b\u7279\u5b9a\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u306f\u3001\u30ba\u30fc\u30e0\u3001\u30d1\u30f3\u3001\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u6a5f\u80fd\u306a\u3069\u306e\u6a5f\u80fd\u3092\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u7d44\u307f\u8fbc\u307f\u3001\u8fc5\u901f\u306a\u5b66\u7fd2\u3092\u53ef\u80fd\u306b\u3059\u308b\u5805\u7262\u306aDNA\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u69cb\u7bc9\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u3088\u308a\u65b0\u3057\u3044\u3001\u9769\u65b0\u7684\u306a\u30d3\u30b8\u30e5\u30a2\u30e9\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3\u306e\u65b9\u6cd5\u3082\u3001\u5e02\u5834\u306b\u767b\u5834\u3057\u3066\u3044\u307e\u3059<\/p>\n<blockquote class=\"twitter-tweet\" data-lang=\"en\">\n<p dir=\"ltr\" lang=\"ro\">Martin Krzywinski\u304cCircos\u306b\u3064\u3044\u3066\u8a9e\u308b\u3001\u30a6\u30a7\u30d6\u30ad\u30e3\u30b9\u30c84pm EST WIRED\/MD Anderson <a href=\"https:\/\/twitter.com\/hashtag\/WIREDHealth?src=hash&amp;ref_src=twsrc%5Etfw\">#WIREDHealth<\/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\uff08@smerv\uff09\u3055\u3093 <a href=\"https:\/\/twitter.com\/smerv\/status\/398115476934389760?ref_src=twsrc%5Etfw\">2013\u5e7411\u67086\u65e5<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p><strong>\u5206\u6790\u3067\u3059\u3002<\/strong> \u30c7\u30fc\u30bf\u89e3\u6790\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001\u7279\u5b9a\u306e\u907a\u4f1d\u5b50\u914d\u5217\u3084\u5909\u7570\u304b\u3089\u7279\u5b9a\u306e\u63a8\u8ad6\u3092\u5c0e\u304d\u51fa\u3059\u306e\u306b\u5f79\u7acb\u3061\u3001\u30d8\u30eb\u30b9\u30b1\u30a2\u696d\u754c\u3067\u306f\u975e\u5e38\u306b\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u89e3\u6790\u304b\u3089\u5f97\u3089\u308c\u305f\u60c5\u5831\u306f\u3001\u7279\u5b9a\u306e\u75be\u60a3\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u3057\u3001\u6cbb\u7642\u6cd5\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3059\u308b\u305f\u3081\u306e\u5275\u85ac\u30fb\u958b\u767a\u5206\u91ce\u306b\u3082\u5fdc\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>DNA\u914d\u5217\u89e3\u6790\u30c4\u30fc\u30eb\u3092\u8ca9\u58f2\u3057\u3066\u3044\u308b\u30a4\u30eb\u30df\u30ca\u793e\u306f\u3001\u3059\u3079\u3066\u306e <a href=\"https:\/\/www.fool.com\/investing\/general\/2017\/02\/06\/why-illumina-inc-soared-25-in-january.aspx\">\u30b7\u30fc\u30b1\u30f3\u30b9\u30de\u30b7\u30f3\u306e\u65b0\u88fd\u54c12\u6a5f\u7a2e\u3092\u767a\u58f2<\/a> \u3053\u308c\u306b\u3088\u308a\u3001\u907a\u4f1d\u5b50\u3092\u3088\u308a\u6b63\u78ba\u306b\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Other_Applications\"><\/span><strong>\u305d\u306e\u4ed6\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/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\/ja\/ensuring-reproducibility-in-ai-driven-research-how-freelance-experts-can-help-in-biotech-and-healthcare\/\">\u30ea\u30b5\u30fc\u30c1<\/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>\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30c3\u30af\u3084\u88fd\u85ac\u4f1a\u793e\u304c\u85ac\u3092\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u524d\u306b\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u751f\u6210\u3055\u308c\u305f\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306b\u57fa\u3065\u3044\u3066\u3001\u6700\u3082\u52b9\u679c\u7684\u306a\u85ac\u3092\u9078\u3076\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u6700\u826f\u306e\u9078\u629e\u80a2\u306f\u3001\u305d\u306e\u5f8c\u3001\u3055\u3089\u306b\u81e8\u5e8a\u8a66\u9a13\u306b\u79fb\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u75c5\u9662\u3067\u306f\u3001\u60a3\u8005\u306e\u7d4c\u904e\u3084\u6cbb\u7642\u8a08\u753b\u3092\u30e2\u30cb\u30bf\u30fc\u3057\u3001\u8a55\u4fa1\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u30b8\u30a7\u30cd\u30f3\u30c6\u30c3\u30af\u306f <a href=\"https:\/\/hbr.org\/2016\/11\/the-promise-and-challenge-of-big-data-for-pharma\">\u60a3\u8005\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5316<\/a> \u904e\u53bb\u306b\u304c\u3093\u3068\u8a3a\u65ad\u3055\u308c\u3001\u6cbb\u7642\u3092\u53d7\u3051\u305f\u3053\u3068\u306e\u3042\u308b\u60a3\u8005\u3055\u3093\u306e\u305f\u3081\u306b\u3001\u52b9\u679c\u7684\u306a\u6cbb\u7642\u6cd5\u3092\u9078\u629e\u3059\u308b\u306e\u306b\u5f79\u7acb\u3063\u3066\u3044\u307e\u3059\u3002\u00a0<a href=\"http:\/\/www.prnewswire.com\/news-releases\/welltok-acquires-leading-healthcare-analytics-company-predilytics-300085640.html\">Predilytics<\/a>\u306f\u3001\u7d042\u51045,000\u4e07\u4eba\u306e\u6d88\u8cbb\u8005\u306e\u30c7\u30fc\u30bf\u3092\u8a18\u9332\u3057\u3001\u60a3\u8005\u306e\u8981\u6c42\u306b\u5fdc\u3058\u3066\u3001\u3069\u3053\u3067\u3001\u4f55\u3092\u3001\u3044\u3064\u3001\u4f55\u3092\u3059\u308b\u306e\u304b\u3068\u3044\u3046\u30a4\u30f3\u30b5\u30a4\u30c8\u3092\u4f5c\u6210\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8fb2\u696d\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u306f\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30c4\u30fc\u30eb\u3092\u6d3b\u7528\u3057\u3066\u3001\u7279\u306b\u907a\u4f1d\u5b50\u7d44\u307f\u63db\u3048\u690d\u7269\u306e\u4e2d\u304b\u3089\u3001\u74b0\u5883\u3078\u306e\u5f71\u97ff\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u305f\u6700\u9ad8\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u767a\u63ee\u3059\u308b\u4f5c\u7269\u3092\u7279\u5b9a\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/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=\"\u30d5\u30a1\u30fc\u30de\" 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>\u306e\u3067\u3059\u3002 <a href=\"https:\/\/hbr.org\/2016\/11\/the-promise-and-challenge-of-big-data-for-pharma\">\u88fd\u85ac\u696d\u754c\u3092\u4e2d\u5fc3\u306b<\/a> \u305d\u306e\u305f\u3081\u3001\u79d1\u5b66\u8005\u305f\u3061\u306f\u3001\u751f\u306e\u30c7\u30fc\u30bf\u306b\u78e8\u304d\u3092\u304b\u3051\u3066\u6b63\u78ba\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u8003\u3048\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u81ea\u7531\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u306f\u3055\u307e\u3056\u307e\u306a\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u63d0\u4f9b\u3055\u308c\u3001\u30ce\u30a4\u30ba\u304c\u591a\u3044\u305f\u3081\u3001\u79d1\u5b66\u8005\u305f\u3061\u306f\u3053\u306e\u751f\u30c7\u30fc\u30bf\u3092\u78e8\u304d\u4e0a\u3052\u3001\u6b63\u78ba\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3092\u8003\u3048\u51fa\u3055\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u307e\u305f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u4f01\u696d\u304c\u5e02\u5834\u3092\u3088\u308a\u6df1\u304f\u6d1e\u5bdf\u3057\u3001\u7279\u5b9a\u306e\u30aa\u30fc\u30c7\u30a3\u30a8\u30f3\u30b9\u306e\u884c\u52d5\u306b\u57fa\u3065\u3044\u3066\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u8abf\u6574\u3059\u308b\u306e\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002\u7d44\u7e54\u5185\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306f\u696d\u52d9\u3092\u3088\u308a\u52b9\u679c\u7684\u304b\u3064\u52b9\u7387\u7684\u306b\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002\u3053\u308c\u306f <a href=\"http:\/\/www.mckinsey.com\/industries\/pharmaceuticals-and-medical-products\/our-insights\/how-big-data-can-revolutionize-pharmaceutical-r-and-d\">\u30de\u30c3\u30ad\u30f3\u30bc\u30fc\u304c\u767a\u8868\u3057\u305f\u30ec\u30dd\u30fc\u30c8<\/a>\u00a0\u306f\u3001\u88fd\u85ac\u4f1a\u793e\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b8\u3064\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.semrush.com\/topic-research\/5ab257623be7693aed1b1bc5\/\">\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9<\/a> \u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u304c\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u7279\u5b9a\u3057\u3001\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306e\u6d1e\u5bdf\u306b\u6e80\u3061\u305f\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u305f\u660e\u78ba\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u4fc3\u3059\u3053\u3068\u3067\u3001\u7d44\u7e54\u306e\u30aa\u30da\u30ec\u30fc\u30b7\u30e7\u30f3\u3001\u30d7\u30ed\u30bb\u30b9\u3001\u8ca9\u58f2\u3001\u3072\u3044\u3066\u306f\u5c06\u6765\u3092\u5f37\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u30d0\u30a4\u30aa\u30c6\u30c3\u30af\u30c7\u30fc\u30bf\u306e\u5206\u6790\u306b\u304a\u56f0\u308a\u3067\u3059\u304b\uff1f\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30b9\u30bf\u30c3\u30d5\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/biotechnology\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=BiotechAnalytics\">\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u30fb\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8<\/a> \u307e\u305f\u306f <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis\/?utm_source=Blog&amp;utm_medium=Post&amp;utm_campaign=BiotechAnalytics\">\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u306e\u30c7\u30fc\u30bf\u30a2\u30ca\u30ea\u30b9\u30c8<\/a> \u3092Kolabtree\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002\u00a0<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>\u30d2\u30c8\u30b2\u30ce\u30e0\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u30011990\u5e74\u306b\u59cb\u307e\u308a\u30012003\u5e74\u306b\u7d42\u4e86\u3057\u307e\u3057\u305f\u304c\u3001\u5f53\u521d\u306e\u4e88\u7b97\u306f150\u4e07\u30c9\u30eb\u3092\u8d85\u3048\u3066\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u9032\u5316\u306e\u30d1\u30bf\u30fc\u30f3\u3001\u75c5\u6c17\u3068\u305d\u306e\u6cbb\u7642\u6cd5\u3001\u907a\u4f1d\u5b50\u306e\u5909\u7570\u3068\u305d\u306e\u5f71\u97ff\u3001\u4eba\u985e\u5b66\u7684\u306a\u60c5\u5831\u306a\u3069\u3001\u907a\u4f1d\u5b50\u3092\u4ecb\u3057\u3066\u975e\u5e38\u306b\u8cb4\u91cd\u306a\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u624b\u6bb5\u3092\u521d\u3081\u3066\u63d0\u4f9b\u3057\u305f\u306e\u3067\u3059\u3002\u73fe\u5728\u3067\u306f\u3001\u6570\u6642\u9593\u3067\u30b2\u30ce\u30e0\u5168\u4f53\u3092\u89e3\u8aad\u3067\u304d\u308b\u5f37\u529b\u306a\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u89e3\u6790\u30c4\u30fc\u30eb\u304c\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30c7\u30fc\u30bf\u5206\u6790\u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30c3\u30af\u696d\u754c\u3067\u5fdc\u7528\u3067\u304d\u308b\u6700\u3082\u91cd\u8981\u306a\u79d1\u5b66\u306e\u4e00\u5206\u91ce\u3068\u3057\u3066\u6025\u901f\u306b\u666e\u53ca\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306e\u4e3b\u306a\u5fdc\u7528\u4f8b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30b2\u30ce\u30df\u30af\u30b9<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/biotech-data-analytics\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/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 sequencing data, clinical trial design and predictive analytics.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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