{"id":2869,"date":"2018-02-02T05:22:58","date_gmt":"2018-02-02T05:22:58","guid":{"rendered":"https:\/\/blog.kolabtree.com\/?p=2869"},"modified":"2018-07-27T13:15:47","modified_gmt":"2018-07-27T13:15:47","slug":"7-ways-cancer-research-can-benefit-from-big-data","status":"publish","type":"post","link":"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/","title":{"rendered":"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u304c\u3093\u7814\u7a76\u306e\u53ef\u80fd\u6027"},"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-69f4c8dbea62c\" 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-69f4c8dbea62c\"><\/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\/7-ways-cancer-research-can-benefit-from-big-data\/#1_Sequencing_Cancer_Genomes_of_Humans\" title=\"1.\u30d2\u30c8\u306e\u304c\u3093\u30b2\u30ce\u30e0\u914d\u5217\u6c7a\u5b9a\">1.\u30d2\u30c8\u306e\u304c\u3093\u30b2\u30ce\u30e0\u914d\u5217\u6c7a\u5b9a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/#2_High-Throughput_Sequencing_of_Patient_Samples\" title=\"2.\u60a3\u8005\u30b5\u30f3\u30d7\u30eb\u306e\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u30fb\u30b7\u30fc\u30b1\u30f3\u30b9\">2.\u60a3\u8005\u30b5\u30f3\u30d7\u30eb\u306e\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u30fb\u30b7\u30fc\u30b1\u30f3\u30b9<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/#3_Sequencing_Genomes_of_Other_Organisms\" title=\"3.\u4ed6\u306e\u751f\u7269\u306e\u30b2\u30ce\u30e0\u914d\u5217\u306e\u6c7a\u5b9a\">3.\u4ed6\u306e\u751f\u7269\u306e\u30b2\u30ce\u30e0\u914d\u5217\u306e\u6c7a\u5b9a<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/#4_Transcriptome_Analysis_for_Better_Cancer_Monitoring\" title=\"4.\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u30fc\u30e0\u89e3\u6790\u306b\u3088\u308b\u764c\u306e\u76e3\u8996\u5f37\u5316\">4.\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u30fc\u30e0\u89e3\u6790\u306b\u3088\u308b\u764c\u306e\u76e3\u8996\u5f37\u5316<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/#5_Incorporating_Machine_Learning_Algorithms_For_Diagnostic_Modelling\" title=\"5.\u8a3a\u65ad\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5c0e\u5165\">5.\u8a3a\u65ad\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5c0e\u5165<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/#6_Presenting_Greater_Clarity_on_Disease_Prognosis\" title=\"6.\u75c5\u6c17\u306e\u4e88\u5f8c\u3092\u3088\u308a\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306b\">6.\u75c5\u6c17\u306e\u4e88\u5f8c\u3092\u3088\u308a\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306b<\/a><\/li><li class='ez-toc-page-1'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/#7_Clinical_Data_also_Presents_Viable_Answers_for_Cancer_Relapses\" title=\"7.\u304c\u3093\u306e\u518d\u71c3\u306b\u5bfe\u3059\u308b\u6709\u52b9\u306a\u7b54\u3048\u3092\u793a\u3059\u81e8\u5e8a\u30c7\u30fc\u30bf\u3082\u3042\u308b\">7.\u304c\u3093\u306e\u518d\u71c3\u306b\u5bfe\u3059\u308b\u6709\u52b9\u306a\u7b54\u3048\u3092\u793a\u3059\u81e8\u5e8a\u30c7\u30fc\u30bf\u3082\u3042\u308b<\/a><\/li><\/ul><\/nav><\/div>\n<p>Data is ubiquitous in healthcare\u2014from hospitals, laboratories and <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> centres to surveillance systems, data makes up an indiscriminate part of healthcare systems. In fact, there\u00a0is a myriad of types of data in biosciences research collected through clinical research or generated by genome sequencing or computational drug modelling. <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/oncology?utm_source=BlogCancer\">\u764c\u7814\u7a76<\/a> \u306f\u3001\u7279\u306b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u30a2\u30ca\u30ea\u30c6\u30a3\u30af\u30b9\u306e\u6d3b\u7528\u304b\u3089\u6069\u6075\u3092\u53d7\u3051\u3066\u3044\u307e\u3059\u3002\u304c\u3093\u691c\u8a3a\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u306f\u3001\u753b\u50cf\u3084\u691c\u67fb\u30c7\u30fc\u30bf\u306e\u8c4a\u5bcc\u306a\u30ec\u30d1\u30fc\u30c8\u30ea\u30fc\u304c\u5f97\u3089\u308c\u307e\u3059\u304c\u3001\u305d\u3053\u304b\u3089\u771f\u306e\u4fa1\u5024\u3092\u5f97\u308b\u305f\u3081\u306b\u306f\u3001\u8a73\u7d30\u306a\u5206\u6790\u3068\u7e70\u308a\u8fd4\u3057\u306e\u691c\u67fb\u304c\u5fc5\u8981\u3067\u3059\u3002\u7e70\u308a\u8fd4\u3055\u308c\u308b\u30c6\u30b9\u30c8\u3068\u30c7\u30fc\u30bf\u5206\u6790\u306b\u3088\u308a\u3001\u81e8\u5e8a\u7814\u7a76\u8005\u306f\u3088\u308a\u826f\u3044\u85ac\u3092\u958b\u767a\u3057\u3001\u305d\u306e\u7279\u6027\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002 <em>in vivo<\/em> \u3068\u3001\u304c\u3093\u6cbb\u7642\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u85ac\u306e\u7a2e\u985e\u3092\u751f\u307f\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3068\u3044\u3046\u306e\u306f\u79d8\u5bc6\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002 <a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf<\/a> \u306f\u3001\u8907\u96d1\u306a\u304c\u3093\u3092\u6253\u7834\u3059\u308b\u305f\u3081\u306e\u78ba\u5b9f\u306a\u65b9\u6cd5\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002  \u304c\u3093\u3092\u6cbb\u7642\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u30e1\u30ab\u30cb\u30ba\u30e0\u3092\u78ba\u7acb\u3059\u308b\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u308b\u305f\u3081\u3001\u4f01\u696d\u306f\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\/\u5206\u6790\u30c4\u30fc\u30eb\u3092\u691c\u8a0e\u3057\u3066\u3044\u307e\u3059\u3002\u764c\u7d30\u80de\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3057\u3001\u84c4\u7a4d\u3057\u3001\u5206\u6790\u3059\u308b\u3053\u3068\u306f\u3001\u5168\u304f\u65b0\u3057\u3044\u30b2\u30fc\u30e0\u3067\u3059\u3002\u00a0<strong>\u5584\u610f\u306eAI<\/strong>,<strong>\u00a010X\u30b2\u30ce\u30df\u30af\u30b9<\/strong>,<strong>\u00a0\u30a4\u30f3\u30b7\u30ea\u30b3\u533b\u7642<\/strong>\u00a0\u305d\u3057\u3066\u00a0<strong>\u03bdMedii<\/strong>\u00a0\u306f\u3001\u6700\u521d\u306e\u30de\u30a4\u30eb\u30b9\u30c8\u30fc\u30f3\u3092\u9054\u6210\u3057\u307e\u3057\u305f\u3002<i>\u00a0<\/i>\u5b9f\u969b\u300110X\u30b2\u30ce\u30df\u30af\u30b9\u306f\u3001\u5168\u30b2\u30ce\u30e0\u914d\u5217\u3001\u30a8\u30af\u30bd\u30fc\u30e0\u914d\u5217\u3001\u5358\u4e00\u7d30\u80de\u306e\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u30fc\u30e0\u89e3\u6790\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u305d\u308c\u305e\u308cDNA\u3001mRNA\u3001\u30dd\u30ea\u30da\u30d7\u30c1\u30c9\u9396\u4e2d\u306e\u304c\u3093\u306b\u306a\u308a\u3084\u3059\u3044\u907a\u4f1d\u5b50\u914d\u5217\u3092\u660e\u78ba\u306b\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u5e45\u5e83\u3044\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3001\u65b0\u3057\u3044\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30e1\u30ab\u30cb\u30ba\u30e0\u3001\u9ad8\u7cbe\u7d30\u306a\u30c7\u30fc\u30bf\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u6d3b\u7528\u3057\u3066\u3001\u3055\u307e\u3056\u307e\u306a\u7d30\u80de\u74b0\u5883\u3067\u6297\u304c\u3093\u5264\u3092\u8a66\u9a13\u3057\u3066\u3044\u308b\u4f01\u696d\u306f\u4ed6\u306b\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u304c\u3093\u306e\u8a3a\u65ad\u3001\u5b9f\u9a13\u3001\u7ba1\u7406\u306b\u9069\u7528\u3055\u308c\u308b\u3053\u3068\u3067\u3001\u6b21\u306e\u30ec\u30d9\u30eb\u306e\u304c\u3093\u7814\u7a76\u306b\u5411\u3051\u305f\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u306b\u306a\u308b\u3068\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u304c\u304c\u3093\u7814\u7a76\u306b\u4e0e\u3048\u308b7\u3064\u306e\u5f71\u97ff\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"1_Sequencing_Cancer_Genomes_of_Humans\"><\/span>1.\u30d2\u30c8\u306e\u304c\u3093\u30b2\u30ce\u30e0\u914d\u5217\u6c7a\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/www.thermofisher.com\/blog\/wp-content\/uploads\/sites\/6\/2017\/05\/shutterstock_430479463.jpg\" \/><\/p>\n<p>\u79c1\u305f\u3061\u306e\u4f53\u3092\u69cb\u6210\u3059\u308b\u3059\u3079\u3066\u306e\u7d30\u80de\u306f\u3001\u540c\u3058\u6570\u306e\u67d3\u8272\u4f53\u3068\u3001\u307b\u307c\u540c\u3058\u91cf\u306eDNA\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u304c\u3093\u7d30\u80de\u3067\u306f\u3001\u67d3\u8272\u4f53\u306e\u5185\u5bb9\u3084\u6210\u9577\u306b\u306f\u3063\u304d\u308a\u3068\u3057\u305f\u7570\u5e38\u304c\u898b\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u3092\u30a4\u30f3\u30b7\u30ea\u30b3\u3067\u53ef\u8996\u5316\u3059\u308c\u3070\u3001DNA\u30ec\u30d9\u30eb\u307e\u3067\u306e\u60c5\u5831\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u30b7\u30fc\u30b1\u30f3\u30b9\u7814\u7a76\u306f\u3001\u7d30\u80de\u751f\u7269\u5b66\u8005\u3001\u30d0\u30a4\u30aa\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30b7\u30e3\u30f3\u3001\u5206\u5b50\u751f\u7269\u5b66\u8005\u3001\u30ca\u30ce\u30d0\u30a4\u30aa\u6280\u8853\u8005\u304c\u3001\u67d3\u8272\u4f53\u7570\u5e38\u3092\u9664\u53bb\u3059\u308b\u3088\u308a\u826f\u3044\u65b9\u6cd5\u3092\u958b\u767a\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u3001\u305d\u308c\u304c\u53ef\u80fd\u306a\u6cbb\u7642\u30eb\u30fc\u30c8\u306b\u3064\u306a\u304c\u308b\u306e\u3067\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"2_High-Throughput_Sequencing_of_Patient_Samples\"><\/span>2.\u60a3\u8005\u30b5\u30f3\u30d7\u30eb\u306e\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u30fb\u30b7\u30fc\u30b1\u30f3\u30b9<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u73fe\u5728\u3001\u533b\u7642\u306e\u73fe\u5834\u3067\u306f\u500b\u5225\u5316\u533b\u7642\u304c\u5f53\u305f\u308a\u524d\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u307e\u3059\u304c\u3001\u305d\u306e\u4e2d\u3067\u3082\u304c\u3093\u306f\u305d\u306e\u6700\u5927\u306e\u7bc4\u56f2\u3092\u5360\u3081\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u500b\u5225\u5316\u533b\u7642\u306e\u63a8\u9032\u306b\u3088\u308a\u3001\u4eca\u65e5\u306e\u3088\u3046\u306a\u9ad8\u5ea6\u306a\u533b\u7642\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u751f\u7269\u5b66\u306e\u4e00\u5206\u91ce\u3067\u3042\u308b\u8a08\u7b97\u751f\u7269\u5b66\u306b\u8ca0\u8377\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u3059\u3002 <strong><a href=\"https:\/\/research.cornell.edu\/news-features\/cancer-and-big-data-analytics\">\u30aa\u30ea\u30d3\u30a8\u30fb\u30a8\u30ec\u30e1\u30f3\u30c8\u6559\u6388<\/a><\/strong>\u30b3\u30fc\u30cd\u30eb\u5927\u5b66\u306e\u8a08\u7b97\u6a5f\u533b\u5b66\u306e\u5c02\u9580\u5bb6\u3067\u3042\u308bM.O.S.\u306f\u3001\u304c\u3093\u7d30\u80de\u306f\u5e38\u306b\u5909\u5316\u3057\u3001\u9032\u5316\u3057\u3001\u4eba\u9593\u306e\u74b0\u5883\u306b\u9069\u5fdc\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u816b\u760d\u306e\u907a\u4f1d\u5b50\u69cb\u9020\u3092\u660e\u3089\u304b\u306b\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3053\u308c\u307e\u3067\u4ee5\u4e0a\u306b\u8fc5\u901f\u306a\u6b21\u4e16\u4ee3\u6280\u8853\u304c\u5fc5\u8981\u3067\u3042\u308b\u3068\u5f37\u8abf\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u7a81\u7136\u5909\u7570\u306e\u914d\u5217\u3092\u7279\u5b9a\u3057\u3001\u30bb\u30b0\u30e1\u30f3\u30c8\u5316\u3057\u3066\u3001\u767a\u73fe\u3057\u3066\u3044\u308b\u907a\u4f1d\u5b50\u306b\u3064\u3044\u3066\u51e6\u7406\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"3_Sequencing_Genomes_of_Other_Organisms\"><\/span>3.\u4ed6\u306e\u751f\u7269\u306e\u30b2\u30ce\u30e0\u914d\u5217\u306e\u6c7a\u5b9a<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p><img decoding=\"async\" src=\"https:\/\/image.slidesharecdn.com\/ncigenomicsfairwashukibbe-170207033019\/95\/national-cancer-data-ecosystem-and-data-sharing-21-638.jpg?cb=1486440230\" alt=\"\u304c\u3093\u30c7\u30fc\u30bf\u306e\u753b\u50cf\u691c\u7d22\u7d50\u679c\" \/><\/p>\n<p>\u6700\u521d\u306b\u5869\u57fa\u914d\u5217\u304c\u6c7a\u5b9a\u3055\u308c\u305f\u306e\u306f <em>\u30a8\u30b7\u30a7\u30ea\u30d2\u30a2\u30fb\u30b3\u30ea<\/em>\u306f\u3001\u5358\u7d30\u80de\u751f\u7269\u3067\u3042\u308b\u3002\u305d\u306e\u5f8c\u3001\u690d\u7269\u306e\u30b2\u30ce\u30e0\u306e\u3088\u3046\u306a <em>\u30b7\u30ed\u30a4\u30cc\u30ca\u30ba\u30ca<\/em> 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class=\"ez-toc-section\" id=\"4_Transcriptome_Analysis_for_Better_Cancer_Monitoring\"><\/span>4.\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u30fc\u30e0\u89e3\u6790\u306b\u3088\u308b\u764c\u306e\u76e3\u8996\u5f37\u5316<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u3053\u305310\u5e74\u306e\u9593\u306b\u3001\u304c\u3093\u95a2\u9023\u306e\u7814\u7a76\u306b\u304a\u3044\u3066\u306e\u307f\u3001\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3084\u5b9f\u9a13\u30c7\u30fc\u30bf\u306e\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u751f\u6210\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u306e\u3053\u3068\u306f\u3001\u73fe\u5728\u3001\u764c\u907a\u4f1d\u5b50\u306e\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3001\u5275\u85ac\u3001\u751f\u4f53\u9069\u5408\u6027\u7814\u7a76\u306e\u305f\u3081\u306e\u6700\u521d\u306e\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u308b\u30de\u30fc\u30ab\u30fc\u907a\u4f1d\u5b50\u306e\u7dad\u6301\u306b\u91cd\u8981\u306a\u4fa1\u5024\u3092\u3082\u305f\u3089\u3057\u3066\u3044\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u4e00\u90e8\u306e\u4f01\u696d\u306f\u3001\u304c\u3093\u30b2\u30ce\u30e0\u30c7\u30fc\u30bf\u3092\u5916\u633f\u3057\u3066\u3001\u30c8\u30e9\u30f3\u30b9\u30af\u30ea\u30d7\u30c8\u30fc\u30e0\u3084\u30bf\u30f3\u30d1\u30af\u8cea\u5408\u6210\u3092\u5206\u6790\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u8aa4\u3063\u3066\u914d\u7f6e\u3055\u308c\u305f\u907a\u4f1d\u5b50\u65ad\u7247\u3068\u305d\u306e\u751f\u6210\u7269\u3092\u898b\u3064\u3051\u308b\u305f\u3081\u306e\u9375\u3067\u3042\u308a\u3001\u4fdd\u5b58\u7684\u304a\u3088\u3073\u975e\u4fdd\u5b58\u7684\u306a\u7a81\u7136\u5909\u7570\u3092\u8ffd\u8de1\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"5_Incorporating_Machine_Learning_Algorithms_For_Diagnostic_Modelling\"><\/span>5.\u8a3a\u65ad\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u305f\u3081\u306e\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u5c0e\u5165<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u533b\u7642\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u84c4\u7a4d\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u73fe\u4ee3\u306e\u6280\u8853\u3067\u306f\u305d\u306e\u6d3b\u7528\u304c\u5bb9\u6613\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\/\u5b66\u969b\u7684\u306a\u7814\u7a76\u8005\u306f\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u81a8\u5927\u306a\u5206\u6790\u3092\u3001\u9ad8\u901f\u306a <a href=\"https:\/\/blog.kolabtree.com\/artificial-intelligence-and-machine-learning-are-transforming-healthcare\/\">\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<\/a> \u30c7\u30fc\u30bf\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3001\u30c7\u30fc\u30bf\u3068\u5bfe\u8a71\u3057\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7d71\u5408\u306b\u304a\u3044\u3066\u6700\u9ad8\u306e\u7cbe\u5ea6\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u30cf\u30a4\u30c6\u30af\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u816b\u760d\u306e\u5168\u4f53\u50cf\u3092\u628a\u63e1\u3059\u308b\u305f\u3081\u306b\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u306e\u304c\u3093\u95a2\u9023\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306b\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u907a\u4f1d\u5b50\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316\u30c4\u30fc\u30eb\u306f\u3001\u304c\u3093\u7d30\u80de\u306e\u6210\u9577\u3068\u5065\u5eb7\u306a\u7d30\u80de\u306e\u6b7b\u3092\u30c1\u30a7\u30c3\u30af\u3059\u308b\u65b0\u3057\u3044\u65b9\u6cd5\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3067\u3001\u304c\u3093\u691c\u51fa\u306b\u6ce2\u7d0b\u3092\u5e83\u3052\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30cf\u30a4\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306e\u30b7\u30fc\u30b1\u30f3\u30b7\u30f3\u30b0\u304a\u3088\u3073\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u3092\u53ef\u8996\u5316\u3059\u308b\u305f\u3081\u306e\u6700\u3082\u52b9\u7387\u7684\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u7814\u7a76\u30c7\u30fc\u30bf\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308bGenetic Modification and Clinical Research Information System\u3092\u53d6\u308a\u5165\u308c\u308b\u3053\u3068\u3067\u52b9\u679c\u7684\u306b\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"6_Presenting_Greater_Clarity_on_Disease_Prognosis\"><\/span>6.\u75c5\u6c17\u306e\u4e88\u5f8c\u3092\u3088\u308a\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u306e\u3088\u3046\u306a\u533b\u7642\u30c7\u30fc\u30bf\u53ef\u8996\u5316\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30c4\u30fc\u30eb\u3082\u3042\u308a\u307e\u3059\u3002 <strong>CancerLinQ<\/strong> \u304c\u958b\u767a\u3055\u308c\u3001\u533b\u5e2b\u3084\u30a4\u30f3\u30bf\u30fc\u30d9\u30f3\u30b7\u30e7\u30cb\u30b9\u30c8\u304c\u9ad8\u54c1\u8cea\u306a\u60a3\u8005\u306e\u533b\u7642\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u904e\u53bb\u306e\u304c\u3093\u306e\u767a\u751f\u72b6\u6cc1\u3001\u75c5\u6c17\u306e\u9032\u884c\u72b6\u6cc1\u3001\u4ee5\u524d\u306e\u6cbb\u7642\u30ec\u30b8\u30e1\u30f3\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3064\u305f\u3081\u3001\u91cd\u8981\u306a\u610f\u5473\u3092\u6301\u3061\u307e\u3059\u3002\u533b\u5e2b\u306f\u3001\u30b9\u30af\u30ea\u30fc\u30cb\u30f3\u30b0\u30c4\u30fc\u30eb\u3092\u4f7f\u3063\u3066\u4fdd\u8b77\u3055\u308c\u305f\u60a3\u8005\u306e\u533b\u7642\u30c7\u30fc\u30bf\u3092\u53c2\u7167\u3057\u3001\u81e8\u5e8a\u8a66\u9a13\u306e\u63a8\u5968\u3001\u500b\u5225\u306e\u6cbb\u7642\u30d7\u30ed\u30c8\u30b3\u30eb\u306e\u63d0\u6848\u3001\u304c\u3093\u7ba1\u7406\u306e\u7bc4\u56f2\u306e\u6c7a\u5b9a\u306a\u3069\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u884c\u3063\u3066\u3044\u307e\u3059\u3002\u6700\u8fd1\u3067\u306f\u3001\u304c\u3093\u60a3\u8005\u306e\u5165\u9662\u7387\u304c\u9ad8\u3044\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u75c5\u9662\u3067\u3082 <strong>\u816b\u760d\u306eID\u30ab\u30fc\u30c9<\/strong> \u305d\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u4e2d\u7684\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3066\u81e8\u5e8a\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4><span class=\"ez-toc-section\" id=\"7_Clinical_Data_also_Presents_Viable_Answers_for_Cancer_Relapses\"><\/span>7.\u304c\u3093\u306e\u518d\u71c3\u306b\u5bfe\u3059\u308b\u6709\u52b9\u306a\u7b54\u3048\u3092\u793a\u3059\u81e8\u5e8a\u30c7\u30fc\u30bf\u3082\u3042\u308b<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<p>\u816b\u760d\u304c\u518d\u767a\u3059\u308b\u60a3\u8005\u3055\u3093\u3068\u305d\u3046\u3067\u306a\u3044\u60a3\u8005\u3055\u3093\u304c\u3044\u308b\u7406\u7531\u3092\u7406\u89e3\u3059\u308b\u305f\u3081\u306b\u3001\u30c7\u30fc\u30bf\u5206\u6790\u30c4\u30fc\u30eb\u3092\u5229\u7528\u3059\u308b\u533b\u7642\u5f93\u4e8b\u8005\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u533b\u5e2b\u306f\u3001\u60a3\u8005\u306e\u5065\u5eb7\u30ea\u30b9\u30af\u306e\u8a55\u4fa1\u306b\u5f79\u7acb\u3064\u5927\u91cf\u306e\u75c7\u4f8b\u5831\u544a\u3092\u3001\u3053\u308c\u307e\u3067\u3088\u308a\u3082\u306f\u308b\u304b\u306b\u5e83\u3044\u8996\u91ce\u3067\u8a55\u4fa1\u3057\u3066\u3044\u307e\u3059\u3002\u533b\u5b66\u7684\u306a\u75c7\u4f8b\u5831\u544a\u306f\u6614\u304b\u3089\u884c\u308f\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u30a2\u30af\u30bb\u30b9\u6027\u3068\u6709\u7528\u6027\u304c\u9ad8\u307e\u3063\u3066\u304d\u305f\u306e\u306f\u4eca\u306b\u306a\u3063\u3066\u304b\u3089\u3067\u3059\u3002\u3064\u307e\u308a\u3001\u691c\u67fb\u30c7\u30fc\u30bf\u306f\u6a19\u6e96\u7684\u306a\u8b58\u5225\u30d7\u30ed\u30bb\u30b9\u3092\u7d4c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u4e16\u754c\u7684\u306b\u5831\u544a\u3055\u308c\u3066\u3044\u308b\u4ed6\u306e\u75c7\u4f8b\u3068\u6bd4\u8f03\u3057\u305f\u4e0a\u3067\u8a55\u4fa1\u3055\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u306f\u500b\u5225\u5316\u3055\u308c\u305f\u6cbb\u7642\u306e\u305f\u3081\u306e\u91cd\u8981\u306a\u8981\u4ef6\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u764c\u306f\u3001\u85ac\u3088\u308a\u3082\u9ad8\u3044\u78ba\u7387\u3067\u9032\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u304c\u3093\u306e\u514b\u670d\u3001\u5236\u5fa1\u3001\u4e88\u9632\u3092\u76ee\u6307\u3059\u306e\u3067\u3042\u308c\u3070\u3001\u30bf\u30fc\u30b2\u30c3\u30c8\u306e\u8a8d\u8b58\u3092\u9ad8\u3081\u3066\u52aa\u529b\u3092\u50be\u3051\u308b\u3053\u3068\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306f\u3001\u304c\u3093\u7814\u7a76\u8005\u304c\u7814\u7a76\u306e\u8cea\u3092\u5411\u4e0a\u3055\u305b\u3001\u6700\u826f\u306e\u7d50\u679c\u3092\u8fc5\u901f\u306b\u78ba\u7acb\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3059\u3079\u304d\u91cd\u8981\u306a\u6280\u8853\u3067\u3059\u3002<\/p>\n<p>_______________________________________<\/p>\n<p><em>\u3092\u76f8\u8ac7\u3059\u308b\u3002<a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/oncology?utm_source=BlogCancer\"> \u304c\u3093\u7814\u7a76\u306e\u5c02\u9580\u5bb6<\/a>\u30c8\u3084\u30d5\u30ea\u30fc\u30e9\u30f3\u30b9\u00a0<a href=\"https:\/\/www.kolabtree.com\/find-an-expert\/subject\/data-analysis?utm_source=BlogCancer\">\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8<\/a> \u3092Kolabtree\u306b\u63b2\u8f09\u3057\u307e\u3057\u305f\u3002\u00a0<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>Data is ubiquitous in healthcare\u2014from hospitals, laboratories and research centres to surveillance systems, data makes up an indiscriminate part of healthcare systems. In fact, there\u00a0is a myriad of types of data in biosciences research collected through clinical research or generated by genome sequencing or computational drug modelling. Cancer research in particular benefits from the applications of big data and analytics. Cancer screening programs initiate rich repertoires of imaging and laboratory data, which require in-depth analysis and repeated testing in order for real value to be derived from it. Repeated testing and data analysis enable clinical researchers to develop better drugs, understand their attributes in vivo and produce novel drug types<\/p>\n<div class=\"read-more\"><a href=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/\" title=\"\u7d9a\u304d\u3092\u8aad\u3080\">\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/div>","protected":false},"author":32,"featured_media":2906,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[247],"tags":[119,380,388,390,389],"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>7 ways cancer research can benefit from big data | Kolabtree Blog<\/title>\n<meta name=\"description\" content=\"Transcriptome analysis, ML modelling and more: 7 ways big data is is helping advance cancer research, diagnosis and treatment.\" \/>\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.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/\" \/>\n<meta property=\"og:locale\" content=\"ja_JP\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"7 Ways Cancer Research can Benefit from Big Data\" \/>\n<meta property=\"og:description\" content=\"Transcriptome analysis, ML modelling and more: 7 ways big data is is helping advance cancer research, diagnosis and treatment.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kolabtree.com\/blog\/ja\/7-ways-cancer-research-can-benefit-from-big-data\/\" \/>\n<meta property=\"og:site_name\" content=\"The Kolabtree Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/kolabtree\" \/>\n<meta property=\"article:published_time\" content=\"2018-02-02T05:22:58+00:00\" \/>\n<meta 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Pal","image":{"@type":"ImageObject","inLanguage":"ja","@id":"https:\/\/www.kolabtree.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/79ba39c5e6f127656d1177e94efc1946?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/79ba39c5e6f127656d1177e94efc1946?s=96&d=mm&r=g","caption":"Mahasweta Pal"},"description":"Mahasweta is a freelance medical writer and science communicator, with experience in creating technical documents, blog posts and news articles. She is a biotechnologist at heart with research experience in Tissue Engineering, Medical Imaging Devices and Industrial Microbiology. 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