{"id":708,"date":"2020-06-25T00:00:00","date_gmt":"2020-06-24T15:00:00","guid":{"rendered":"https:\/\/www.thermofisher.com\/blog\/learning-at-the-bench\/expression-analysis-microarray-software\/"},"modified":"2021-12-20T18:54:35","modified_gmt":"2021-12-20T09:54:35","slug":"software_ma_gsd_ts_4","status":"publish","type":"post","link":"https:\/\/www.thermofisher.com\/blog\/learning-at-the-bench\/software_ma_gsd_ts_4\/","title":{"rendered":"\u30d5\u30ea\u30fc\u306e\u30de\u30a4\u30af\u30ed\u30a2\u30ec\u30a4\u89e3\u6790\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u767a\u73fe\u89e3\u6790\u3057\u3066\u307f\u3088\u3046\uff01"},"content":{"rendered":"<p>\u5f0a\u793e\u304c\u63d0\u4f9b\u3059\u308b\u30d5\u30ea\u30fc\u306e\u30bd\u30d5\u30c8\uff08TAC\uff1aApplied Biosystems\u2122 Transcriptome Analysis Console\uff09\u3092\u4f7f\u3046\u3053\u3068\u3067\u3001\u30de\u30a4\u30af\u30ed\u30a2\u30ec\u30a4\u306b\u3088\u308b\u907a\u4f1d\u5b50\u767a\u73fe\u30c7\u30fc\u30bf\u3092\u3069\u306a\u305f\u3067\u3082\u81ea\u7531\u306b\u89e3\u6790\u3067\u304d\u307e\u3059\u3002\u524d\u56de\u306f\u300c<a href=\"https:\/\/www.thermofisher.com\/blog\/learning-at-the-bench\/software_ma_gsd_ts_3\/?CID=gsd_mic_gex_r04_jp_cp0000_pjt0000_gsd00000_0so_blg_op_awa_oc_s00_ma5_Social_LAB\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d5\u30ea\u30fc\u306e\u30de\u30a4\u30af\u30ed\u30a2\u30ec\u30a4\u89e3\u6790\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u89e3\u6790\u30c7\u30fc\u30bf\u306b\u7570\u5e38\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3057\u3066\u307f\u3088\u3046\uff01<\/a>\u300d\u3067\u89e3\u6790\u7d50\u679c\u306b\u7570\u5e38\u304c\u306a\u3044\u304b\u78ba\u8a8d\u3092\u884c\u3044\u307e\u3057\u305f\u3002\u4eca\u56de\u306f\u3001\u89e3\u6790\u5b9f\u884c\u30c7\u30fc\u30bf\u306e\u898b\u65b9\u306b\u3064\u3044\u3066\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<h2>\u89e3\u6790\u7d50\u679c\u3092\u898b\u3066\u307f\u3088\u3046<\/h2>\n<p>\u89e3\u6790\u7d50\u679c\u3092\u898b\u308b\u306b\u306f\u3001TAC\u5de6\u4e0a\u306e\u300cGene View\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7301\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-01.jpg\" alt=\"\" width=\"318\" height=\"57\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-01.jpg 318w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-01-300x54.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-01-310x57.jpg 310w\" sizes=\"auto, (max-width: 318px) 100vw, 318px\" \/>\u305d\u3046\u3059\u308b\u3068\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306a\u89e3\u6790\u753b\u9762\u304c\u958b\u304d\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7302\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-02.jpg\" alt=\"\" width=\"810\" height=\"399\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-02.jpg 810w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-02-300x148.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-02-768x378.jpg 768w\" sizes=\"auto, (max-width: 810px) 100vw, 810px\" \/>\u307e\u305a\u306f\u3053\u306e\u753b\u9762\u306b\u3064\u3044\u3066\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<p>\u5de6\u5074\u306e\u753b\u9762\u306b\u306f\u907a\u4f1d\u5b50\u306e\u30ea\u30b9\u30c8\uff08Gene Table\uff09\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u753b\u9762\u4e0b\u306b\u767a\u73fe\u5909\u52d5\u306e\u3042\u3063\u305f\u907a\u4f1d\u5b50\u306e\u6570\u304c\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u78ba\u8a8d\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7303\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-03.jpg\" alt=\"\" width=\"376\" height=\"91\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-03.jpg 376w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-03-300x73.jpg 300w\" sizes=\"auto, (max-width: 376px) 100vw, 376px\" \/>\u3067\u306f\u307e\u305a\u3001\u3053\u306e\u5de6\u5074\u306e\u907a\u4f1d\u5b50\u30ea\u30b9\u30c8\uff08Gene Table\uff09\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u898b\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7304\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-04.jpg\" alt=\"\" width=\"774\" height=\"80\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-04.jpg 774w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-04-300x31.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-04-768x79.jpg 768w\" sizes=\"auto, (max-width: 774px) 100vw, 774px\" \/>\u305d\u308c\u305e\u308c\u306e\u5217\u306e\u610f\u5473\u306f\u4e0b\u8a18\u306e\u3068\u304a\u308a\u3067\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7315\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/table.jpg\" alt=\"\" width=\"874\" height=\"286\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/table.jpg 874w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/table-300x98.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/table-768x251.jpg 768w\" sizes=\"auto, (max-width: 874px) 100vw, 874px\" \/>\u3053\u306e\u3088\u3046\u306b\u3001TAC\u3067\u306f\u767a\u73fe\u5909\u52d5\u306e\u3042\u3063\u305f\u907a\u4f1d\u5b50\u306e\u30b7\u30b0\u30ca\u30eb\u5024\u3084p\u5024\u3001Gene Symbol\u304c\u4e00\u76ee\u3067\u308f\u304b\u308b\u3088\u3046\u306b\u30c7\u30b6\u30a4\u30f3\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h2>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u898b\u3066\u307f\u3088\u3046\uff5e\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u30d7\u30ed\u30c3\u30c8 (Scatter Plot)<\/h2>\n<p>\u7d9a\u3044\u3066\u53f3\u5074\u306e\u753b\u9762\u306b\u7740\u76ee\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u3053\u3061\u3089\u306fLiver\u3068Muscle\u306e\u767a\u73fe\u91cf\u3092\u6bd4\u8f03\u3057\u305f\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u30d7\u30ed\u30c3\u30c8 (Scatter Plot) \u3067\u3059\u3002\u8d64\u3044\u30d7\u30ed\u30c3\u30c8\u306fLiver\u3067\u767a\u73fe\u304c\u4e0a\u6607\u3057\u3066\u3044\u308b\u907a\u4f1d\u5b50\u3001\u7dd1\u306e\u30d7\u30ed\u30c3\u30c8\u306fLiver\u3067\u767a\u73fe\u304c\u6e1b\u5c11\u3057\u3066\u3044\u308b\u907a\u4f1d\u5b50\u3092\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u7070\u8272\u306e\u30d7\u30ed\u30c3\u30c8\u306f\u3001Liver\u3068Muscle\u3067\u306e\u767a\u73fe\u5909\u52d5\u304c2\u500d\u4ee5\u4e0b\u306e\u305f\u3081\u306b\u3001\u89e3\u6790\u304b\u3089\u9664\u5916\u3055\u308c\u305f\u907a\u4f1d\u5b50\u3067\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7305\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-05.jpg\" alt=\"\" width=\"410\" height=\"403\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-05.jpg 410w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-05-300x295.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-05-80x80.jpg 80w\" sizes=\"auto, (max-width: 410px) 100vw, 410px\" \/>\u5b9f\u306f\u53f3\u5074\u306e\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u30d7\u30ed\u30c3\u30c8\u3068\u5de6\u5074\u306e\u8868\u306f\u9023\u52d5\u3057\u3066\u3044\u307e\u3059\u3002\u8a66\u3057\u306b\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u30d7\u30ed\u30c3\u30c8\u306e\u4efb\u610f\u306e\u90e8\u5206\u3092\u30de\u30a6\u30b9\u3067\u56f2\u3063\u3066\u307f\u307e\u3057\u3087\u3046\u3002\u9078\u629e\u3055\u308c\u305f\u90e8\u5206\u306f\u9752\u304f\u30d7\u30ed\u30c3\u30c8\u3055\u308c\u3001\u5bfe\u5fdc\u3059\u308b\u907a\u4f1d\u5b50\u304c\u8868\u306e\u4e2d\u3067\u30cf\u30a4\u30e9\u30a4\u30c8\u3055\u308c\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7306\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-06.jpg\" alt=\"\" width=\"601\" height=\"329\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-06.jpg 601w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-06-300x164.jpg 300w\" sizes=\"auto, (max-width: 601px) 100vw, 601px\" \/>\u9006\u306b\u8868\u306e\u4e2d\u306e\u4efb\u610f\u306e\u907a\u4f1d\u5b50\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3001\u305d\u306e\u907a\u4f1d\u5b50\u306b\u5bfe\u5fdc\u3057\u305f\u30d7\u30ed\u30c3\u30c8\u304c\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u30d7\u30ed\u30c3\u30c8\u3067\u9752\u304f\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7307\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-07.jpg\" alt=\"\" width=\"631\" height=\"315\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-07.jpg 631w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-07-300x150.jpg 300w\" sizes=\"auto, (max-width: 631px) 100vw, 631px\" \/><\/p>\n<h2>\u6761\u4ef6\u3092\u3044\u308d\u3044\u308d\u3068\u5909\u3048\u3066\u307f\u3088\u3046<\/h2>\n<p>\u6b21\u306b\u3001\u89e3\u6790\u5bfe\u8c61\u3068\u306a\u308b\u907a\u4f1d\u5b50\u3092\u9078\u3076\u305f\u3081\u306e\u6761\u4ef6\u3092\u3044\u308d\u3044\u308d\u3068\u5909\u3048\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u767a\u73fe\u5909\u52d5\u304c2\u500d\u3088\u308a\u5927\u304d\u304f\u3001\u304b\u3064ANOVA p-value\u304c0.05\u672a\u6e80\u306e\u3082\u306e\u304c\u8868\u793a\u3055\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u6761\u4ef6\u306f\u300cFold Change\u300d\u3068\u300cP-value\u300d\u306e\u3068\u3053\u308d\u306b\u3001\u77e2\u5370\u3068\u6f0f\u6597\uff08\u308d\u3046\u3068\uff09\u306e\u30a2\u30a4\u30b3\u30f3\u304b\u3089\u3082\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7300\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-077.jpg\" alt=\"\" width=\"182\" height=\"108\" \/>\u3053\u308c\u306f\u3001\u300cFold Change\u300d\u3068\u300cP-value\u300d\u306b\u30d5\u30a3\u30eb\u30bf\u30fc\u304c\u304b\u304b\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059\u3002<br \/>\n\u4eca\u56de\u306f\u3053\u306e\u6761\u4ef6\u3092\u3001\u767a\u73fe\u5909\u52d5\u304c10\u500d\u3088\u308a\u5927\u304d\u3044\u3082\u306e\u306b\u5909\u66f4\u3057\u3066\u307f\u307e\u3059\u3002\u6f0f\u6597\uff08\u308d\u3046\u3068\uff09\u306e\u30a2\u30a4\u30b3\u30f3\u304b\u3001\u300cFold Change\u300d\u3068\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u30bb\u30eb\u3092\u53f3\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002\u6b21\u306b\u53f3\u30af\u30ea\u30c3\u30af\u30e1\u30cb\u30e5\u30fc\u3088\u308a\u300cFilter\u300d\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7308\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-08.jpg\" alt=\"\" width=\"541\" height=\"359\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-08.jpg 541w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-08-300x199.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-08-96x65.jpg 96w\" sizes=\"auto, (max-width: 541px) 100vw, 541px\" \/>\u3059\u308b\u3068\u4e0b\u8a18\u306e\u3088\u3046\u306a\u30dc\u30c3\u30af\u30b9\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u4eca\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u5024\u304c\u5165\u3063\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u4e0a\u5074\u306b\u300c-10\u300d\u3001\u4e0b\u5074\u306b\u300c10\u300d\u3068\u5165\u529b\u3057\u3066OK\u30dc\u30bf\u30f3\u3092\u62bc\u3057\u3001\u65b0\u3057\u3044\u6761\u4ef6\u3067\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u304b\u3051\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7309\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-09.jpg\" alt=\"\" width=\"205\" height=\"207\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-09.jpg 205w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-09-150x150.jpg 150w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-09-80x80.jpg 80w\" sizes=\"auto, (max-width: 205px) 100vw, 205px\" \/>\u3053\u308c\u306b\u3088\u308a\u300110\u500d\u3088\u308a\u5927\u304d\u304f\u767a\u73fe\u5909\u52d5\u3057\u3066\u3044\u308b\u907a\u4f1d\u5b50\u304c\u65b0\u305f\u306b\u9078\u3073\u51fa\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u53f3\u5074\u306e\u30b9\u30ad\u30e3\u30c3\u30bf\u30fc\u30d7\u30ed\u30c3\u30c8\u306f\u65b0\u305f\u306b\u9078\u3073\u51fa\u3055\u308c\u305f\u907a\u4f1d\u5b50\u306b\u5bfe\u5fdc\u3057\u305f\u8868\u793a\u306b\u5909\u66f4\u3055\u308c\u307e\u3059\u3002\u306a\u304a\u9078\u3073\u51fa\u3055\u308c\u305f\u907a\u4f1d\u5b50\u6570\u306f\u8868\u306e\u4e0b\u306b\u8868\u793a\u3055\u308c\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7311\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-10.jpg\" alt=\"\" width=\"589\" height=\"328\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-10.jpg 589w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-10-300x167.jpg 300w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-10-450x250.jpg 450w\" sizes=\"auto, (max-width: 589px) 100vw, 589px\" \/>Fold Change\u3084p-value\u4ee5\u5916\u306e\u5217\u306b\u3082\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u304b\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d5\u30a3\u30eb\u30bf\u30fc\u3059\u308b\u306b\u306f\u3001\u5217\u306e\u30bf\u30a4\u30c8\u30eb\u306e\u4e0a\u3067\u53f3\u30af\u30ea\u30c3\u30af\u3057\u3001\u300cFilter\u300d\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p><strong>\u25cf\u6570\u5b57\u5217\u306e\u5834\u5408\uff08Fold Change\u3001p-value\u306a\u3069\uff09\uff1a<\/strong><br \/>\n\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u304b\u3089&lt;\u3084\uff1d\u306a\u3069\u3092\u9078\u629e\u3057\u3001\u7a7a\u6b04\u306b\u6570\u5024\u3092\u5165\u529b\u3067\u304d\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7312\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-11.jpg\" alt=\"\" width=\"225\" height=\"143\" \/><strong>\u25cf\u6587\u5b57\u5217\u306e\u5834\u5408\uff08Gene Symbol\u3001Description\u306a\u3069\uff09\uff1a<\/strong><br \/>\n\u30c9\u30ed\u30c3\u30d7\u30c0\u30a6\u30f3\u304b\u3089&lt;\u3084\uff1d\u306a\u3069\u3092\u9078\u629e\u3057\u3001\u7a7a\u6b04\u306b\u6570\u5024\u3092\u5165\u529b\u3067\u304d\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7313\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-12.jpg\" alt=\"\" width=\"227\" height=\"132\" \/><\/p>\n<h2>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u898b\u3066\u307f\u3088\u3046\uff5e\u30dc\u30eb\u30b1\u30fc\u30ce\u30d7\u30ed\u30c3\u30c8\uff08Volcano Plot\uff09<\/h2>\n<p>\u3067\u306f\u6b21\u306b\u30dc\u30eb\u30b1\u30fc\u30ce\u30d7\u30ed\u30c3\u30c8\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002Scatter Plot\u306e\u53f3\u6a2a\u306e\u30bf\u30d6\u3001Volcano Plot\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7314\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-13.jpg\" alt=\"\" width=\"594\" height=\"24\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-13.jpg 594w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-13-300x12.jpg 300w\" sizes=\"auto, (max-width: 594px) 100vw, 594px\" \/>Volcano Plot\u3082Scatter Plot\u3068\u540c\u3058\u304f\u6563\u5e03\u56f3\u3067\u3059\u304c\u3001X\u8ef8\u3068Y\u8ef8\u304c\u7570\u306a\u308a\u3001\u8996\u899a\u7684\u306b\u706b\u5c71\u306e\u5674\u706b\u306b\u4f3c\u3066\u3044\u308b\u305f\u3081Volcano Plot\u3068\u547c\u3070\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7287\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-14.jpg\" alt=\"\" width=\"236\" height=\"257\" \/>X\u8ef8\u306fFold Change\u3067\u30011\u3092\u4e2d\u5fc3\u3068\u3057\u3066\u53f3\u5074\u306b\u884c\u3051\u3070\u884c\u304f\u307b\u3069\u5927\u304d\u304f\u3001\u5de6\u5074\u306b\u884c\u3051\u3070\u884c\u304f\u307b\u3069\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\nY\u8ef8\u306fp\u5024\uff08-log10\uff09\u3067\u3001\u4e0a\u306b\u884c\u3051\u3070\u884c\u304f\u307b\u3069p\u5024\u304c\u5c0f\u3055\u304f\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3064\u307e\u308aVolcano Plot\u3067\u306fFold Change\u304c\u5927\u304d\u304f\uff08\u767a\u73fe\u91cf\u6bd4\u304c\u5927\u304d\u304f\uff09\u3001p\u5024\u304c\u4f4e\u3044\uff08\u6709\u610f\u5dee\u304c\u3042\u308b\u53ef\u80fd\u6027\u304c\u5927\u304d\u3044\uff09\u907a\u4f1d\u5b50\u307b\u3069\u3001\u30b0\u30e9\u30d5\u306e\u4e0a\u90e8\u306e\u4e21\u7aef\u306b\u4f4d\u7f6e\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<br \/>\n\u3053\u306e\u3088\u3046\u306b\u3001\u8996\u899a\u7684\u306b\u767a\u73fe\u5dee\u7570\u304c\u751f\u3058\u3066\u3044\u308b\u907a\u4f1d\u5b50\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h2>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u898b\u3066\u307f\u3088\u3046\uff5e\u5909\u52d5\u907a\u4f1d\u5b50\u306e\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3068\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306e\u4f5c\u6210<\/h2>\n<p>\u3067\u306f\u6b21\u306b\u968e\u5c64\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002Volcano Plot\u306e\u53f3\u6a2a\u306e\u30bf\u30d6\u3001Hierarchical Clustering\u3092\u30af\u30ea\u30c3\u30af\u3057\u3066\u304f\u3060\u3055\u3044\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7288\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-15.jpg\" alt=\"\" width=\"582\" height=\"29\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-15.jpg 582w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-15-300x15.jpg 300w\" sizes=\"auto, (max-width: 582px) 100vw, 582px\" \/>\u8a72\u5f53\u907a\u4f1d\u5b50\u6570\u30925000\u672a\u6e80\u306b\u307e\u3067\u7d5e\u308a\u3053\u3093\u3060\u3068\u304d\u306b\u306e\u307f\u8868\u793a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u3082\u3057\u3001\u753b\u9762\u306b\u4e0b\u8a18\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u8868\u793a\u3055\u308c\u3066\u3044\u305f\u3089\u3001\u5de6\u5074\u306e\u8868\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u6761\u4ef6\u3092\u53b3\u3057\u304f\u3057\u3066\uff08\u305f\u3068\u3048\u3070Fold Change 2\u500d\u4ee5\u4e0a\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u30925\u500d\u4ee5\u4e0a\u306b\u5909\u66f4\u3059\u308b\u306a\u3069\uff09\u3001\u8a72\u5f53\u907a\u4f1d\u5b50\u30925000\u672a\u6e80\u307e\u3067\u7d5e\u308a\u3053\u3093\u3067\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7316\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/text.jpg\" alt=\"\" width=\"539\" height=\"32\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/text.jpg 539w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/text-300x18.jpg 300w\" sizes=\"auto, (max-width: 539px) 100vw, 539px\" \/>\u8a72\u5f53\u907a\u4f1d\u5b50\u6570\u306f\u3001\u5de6\u5074\u306eGene Table\u4e0b\u306b\u300cCount\u300d\u3068\u3057\u3066\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\uff08\u4e0b\u8a18\u306e\u4f8b\u3067\u306f\u3001\u8a72\u5f53\u907a\u4f1d\u5b50\u306f6558\u500b\u3067\u3059\uff09<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7289\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-16.jpg\" alt=\"\" width=\"586\" height=\"42\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-16.jpg 586w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-16-300x22.jpg 300w\" sizes=\"auto, (max-width: 586px) 100vw, 586px\" \/>\u8a72\u5f53\u907a\u4f1d\u5b50\u6570\u304c5000\u672a\u6e80\u306b\u306a\u308a\u3001\u300cPerform Clustering\u300d\u3068\u8868\u793a\u304c\u51fa\u305f\u3089\u3001\u3053\u308c\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3057\u3087\u3046\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7290\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-17.jpg\" alt=\"\" width=\"397\" height=\"78\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-17.jpg 397w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-17-300x59.jpg 300w\" sizes=\"auto, (max-width: 397px) 100vw, 397px\" \/>\u3057\u3070\u3089\u304f\u3059\u308b\u3068\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306a\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u304c\u4f5c\u6210\u3055\u308c\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7291\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-18.jpg\" alt=\"\" width=\"347\" height=\"371\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-18.jpg 347w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-18-281x300.jpg 281w\" sizes=\"auto, (max-width: 347px) 100vw, 347px\" \/>\u3053\u306e\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u3067\u306f\u3001\u6700\u4e0a\u6bb5\u306e\u9752\u3068\u8d64\u304cCondition\uff08\u7fa4\uff09\u3092\u8868\u3057\u3001\u305d\u306e\u4e0b\u306f\u5404\u30b5\u30f3\u30d7\u30eb\u306eCondition1\u3068Condition2\u306e\u767a\u73fe\u91cf\u306b\u5fdc\u3058\u305f\u8272\u304c\u8d64\u3068\u9752\u3067\u8868\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7292\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-19.jpg\" alt=\"\" width=\"593\" height=\"450\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-19.jpg 593w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-19-300x228.jpg 300w\" sizes=\"auto, (max-width: 593px) 100vw, 593px\" \/>\u307e\u305f\u3001\u4e0a\u90e8\u306e\u300c+\u300d\u3068\u300c-\u300d\u306e\u30d0\u30fc\u304b\u3089\u30d2\u30fc\u30c8\u30de\u30c3\u30d7\u306e\u62e1\u5927\u7e2e\u5c0f\u304c\u81ea\u7531\u306b\u3067\u304d\u307e\u3059\u3002\u898b\u305f\u3044\u90e8\u5206\u3092\u30c9\u30e9\u30c3\u30b0\u3057\u3066\u9078\u629e\u3059\u308b\u65b9\u6cd5\u3092\u3057\u3066\u3082\u62e1\u5927\u3067\u304d\u307e\u3059\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7293\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-20.jpg\" alt=\"\" width=\"302\" height=\"112\" srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-20.jpg 302w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-20-300x111.jpg 300w\" sizes=\"auto, (max-width: 302px) 100vw, 302px\" 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srcset=\"https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-22.jpg 410w, https:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-22-300x255.jpg 300w\" sizes=\"auto, (max-width: 410px) 100vw, 410px\" \/><\/p>\n<h2>\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u3092\u898b\u3066\u307f\u3088\u3046\uff5eWikipathways\uff08\u30a6\u30a3\u30ad\u30d1\u30b9\u30a6\u30a7\u30a4\u3001\u30d1\u30b9\u30a6\u30a7\u30a4\u89e3\u6790\uff09<\/h2>\n<p>\u3067\u306f\u6b21\u306bHierarchical Clustering\u306e\u53f3\u6a2a\u306e\u30bf\u30d6\u3001Wikipathways\u3092\u898b\u3066\u307f\u307e\u3057\u3087\u3046\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-7295\" src=\"http:\/\/admin.acceleratingscience.com\/learning-at-the-bench\/wp-content\/uploads\/sites\/13\/2017\/03\/04-23.jpg\" alt=\"\" width=\"583\" height=\"29\" 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href=\"https:\/\/www.thermofisher.com\/blog\/learning-at-the-bench\/software_ma_gsd_ts_5\/?CID=gsd_mic_gex_r04_jp_cp0000_pjt0000_gsd00000_0so_blg_op_awa_oc_s00_ma5_Social_LAB\" target=\"_blank\" rel=\"noopener noreferrer\">\u30d5\u30ea\u30fc\u306e\u30de\u30a4\u30af\u30ed\u30a2\u30ec\u30a4\u89e3\u6790\u30bd\u30d5\u30c8\u3092\u4f7f\u3063\u3066\u9078\u629e\u7684\u30b9\u30d7\u30e9\u30a4\u30b7\u30f3\u30b0\u3092\u89e3\u6790\u3057\u3066\u307f\u3088\u3046\uff01<\/a>\u300d\u306b\u3066\u3001TAC\u3092\u4f7f\u3063\u305f\u9078\u629e\u7684\u30b9\u30d7\u30e9\u30a4\u30b7\u30f3\u30b0 (Alternative Splicing) \u89e3\u6790\u306e\u65b9\u6cd5\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304f\u3053\u3068\u306b\u3057\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>TAC\u3092\u7528\u3044\u305f\u907a\u4f1d\u5b50\u767a\u73fe\u89e3\u6790\u306e\u624b\u9806\uff08\u52d5\u753b\uff09<\/h2>\n<p>\u3053\u306e\u30d6\u30ed\u30b0\u306e\u5185\u5bb9\u3092\u52d5\u753b\u3067\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\u3002<br 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