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sans-serif;font-size: 14px;\">\u5728\u8fd9\u91cc\u5c0f\u679c\u4f7f\u7528\u5b9e\u4f8b\u6570\u636eGSE63514,\u5e73\u53f0\u4e3aGPL-570\u3002\u5c0f\u4f19\u4f34\u53ef\u4ee5\u81ea\u884c\u5728GEO\u6570\u636e\u5e93\u4e2d\u4e0b\u8f7d\u3002\u4e0d\u8fc7\uff0c\u5c0f\u679c\u6559\u5927\u5bb6\u4e00\u4e2a\u5c0f\u6280\u5de7\uff1a<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5728\u5b98\u7f51\u641c\u5230\u81ea\u5df1\u9700\u8981\u7684GEO\u6570\u636e\u96c6\u540e\uff0c\u53ef\u4ee5\u5728<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7085137085137085\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_h5ujCYTPXxLfbw0JxIhXReQf6Z9NhA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2o4b0IKbnUzJt4LXLHg88zAB5h5ujCYTPXxLfbw0JxIhXReQf6Z9NhA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u8fd9\u4e2a\u9009\u9879\u4e2d\u9009\u62e9\u67e5\u770b\u4e00\u4e0b\u8fd9\u4e2a\u6570\u636e\u96c6\u4e2d\u542b\u6709\u90a3\u4e9b\u6837\u672c:<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\"><br \/><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.23113207547169812\" data-s=\"300,640\" data-type=\"png\" data-w=\"212\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_Exd3hPLunSPUz1CiabGZExicyxIqJQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2bva9fZWv28e3MIwxrHYk3xDU36Exd3hPLunSPUz1CiabGZExicyxIqJQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.28715728715728717\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_t5f6jp6xibarDukBGXEGRgv2myzicg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2z7ReuNpNBqfMY9SsY1ZvBEKyQKt5f6jp6xibarDukBGXEGRgv2myzicg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.22366522366522368\" data-s=\"300,640\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_T2nxNp1ctIu2D0wcCFcZibLDBISoVQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2z8hsPBicwO1FKK9RA8ojib1MtGIT2nxNp1ctIu2D0wcCFcZibLDBISoVQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.05916305916305916\" data-s=\"300,640\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_awGKRM3XA804DAnRFibPeGONq9c8TQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2tiaGIzGHicOfrjVGc3icPjKicZ0JGawGKRM3XA804DAnRFibPeGONq9c8TQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u5f53\u6211\u4eec\u70b9\u51fbGPL\u5e73\u53f0\u540e\u4f1a\u51fa\u73b0\u4e00\u4e9b\u4fe1\u606f\u5728\u8fd9\u91cc\uff1a<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1.077922077922078\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_XQJWRQmdftJwLNTJ0jzpics6f5n6XQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2vKVZVbebxl97TVkr0wZiccTqt1XQJWRQmdftJwLNTJ0jzpics6f5n6XQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5982\u679c\u8fd9\u4e2a\u5e73\u53f0\u4fe1\u606f\u542b\u6709<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.052132701421800945\" data-s=\"300,640\" data-type=\"png\" data-w=\"633\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_7aqn5ocicovJLWNzkUzu4OFHBYBZWQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2CEibYXDehbGqZPsBaR2RCmnctf7aqn5ocicovJLWNzkUzu4OFHBYBZWQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u90a3\u4e48\u6211\u4eec\u5904\u7406\u6570\u636e\u8d77\u6765\u5c31\u4f1a\u5f88\u65b9\u4fbf\uff0c\u5229\u7528Gene Symbol\u5c31\u53ef\u4ee5\u8f6c\u6362ID\u5f97\u5230\u6211\u4eec\u60f3\u8981\u7684\u57fa\u56e0\u540d\u79f0\u3002\u5c0f\u4f19\u4f34\u4eec\u4e00\u5b9a\u8981\u6ce8\u610f\uff0c\u5982\u679c\u6ca1\u6709\u8fd9\u4e2aSymbol\u4fe1\u606f\uff08\u6709\u7684\u5e73\u53f0\u53ef\u80fd\u53ea\u4f1a\u663e\u793aSymbol\uff09\uff0c\u5c0f\u679c\u8fd9\u91cc\u7684\u4ee3\u7801\u53ef\u80fd\u4e0d\u592a\u4f7f\u7528\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u5c31\u8fdb\u5165\u6b63\u9898\u5427\uff01<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u6211\u4eec\u5f97\u5230\u8fd9\u4e2a\u539f\u59cb\u6570\u636e\u96c6\uff0c\u5148\u5bfc\u5165\u5b83\u4eec\uff1a<o:p><\/o:p><\/span><\/p>\n<p style=\"text-align: center;white-space: normal;\"><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"cs\"><code><span class=\"code-snippet_outer\">setwd(<span class=\"code-snippet__string\">\"E:\\\u751f\u4fe1\u679c\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">Sys.setlocale(<span class=\"code-snippet__string\">'LC_ALL'<\/span>,<span class=\"code-snippet__string\">'C'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#\u8bfb\u53d6GPL\u6587\u4ef6<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">GPL_table = read.table(<span class=\"code-snippet__string\">'E:\\\u751f\u4fe1\u679c\\GPL570-55999.txt'<\/span>,sep = <span class=\"code-snippet__string\">\"t\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">comment.<span class=\"code-snippet__keyword\">char<\/span> = <span class=\"code-snippet__string\">\"#\"<\/span>, stringsAsFactors = F,<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">header = T, fill = TRUE, quote = <span class=\"code-snippet__string\">\"\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#\u8bfb\u53d6GSE\u6587\u4ef6<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">GSE4100 <- read.table(<span class=\"code-snippet__string\">'E:\\\u751f\u4fe1\u679c\\GSE63514_series_matrix.txt'<\/span>,sep = <span class=\"code-snippet__string\">\"t\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">comment.<span class=\"code-snippet__keyword\">char<\/span> = <span class=\"code-snippet__string\">\"!\"<\/span>, stringsAsFactors = F,header = T, fill=TRUE)<span class=\"code-snippet__meta\">#43931<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#\u5bfc\u5165\u6587\u4ef6\uff0c\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u4e00\u4e0b\u5bfc\u5165\u7684\u6570\u636e\u5f62\u5f0f\u3002<\/span><\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.33910533910533913\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/9_4NhpOxsq7FtxWT5tmXQHIvW7aXReMA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2gKlKOTtjrACbLjCyJTrzvEIic4NhpOxsq7FtxWT5tmXQHIvW7aXReMA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.39105339105339104\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/10_N2pKdyeeeImc8TcnqopoJOtv3N7vKw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2aIkOXdhe1511UVFT6EEwcgz5N2pKdyeeeImc8TcnqopoJOtv3N7vKw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u7ec6\u5fc3\u7684\u5c0f\u4f19\u4f34\u4f1a\u53d1\u73b0\uff0cID\u8fd9\u4e00\u5217\u4e0d\u662f\u6211\u4eec\u60f3\u8981\u7684Gene\u540d\uff0c\u8fd9\u5c31\u9700\u8981\u6211\u4eec\u5427ID\u8f6c\u5316\u4e00\u4e0b\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u63a5\u4e0b\u6765\uff1a<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">ID_Sybmol = GPL_table[,c(1,11)] #GPL\u5bf9\u5e94ID\u5217<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">colnames(ID_Sybmol)[2]=”Symbol” #\u66f4\u6539\u540d\u79f0\u4e3aSymbol\uff0c\u4e3b\u8981\u662f\u4e3a\u4e86\u5bf9\u5176\u6c42\u5e73\u5747\u51fd\u6570<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">c(1,11)\u8fd9\u91cc\u768411\u662fGPL\u5e73\u53f0\u8868\u683c\u91cc\u9762\uff0c\u4ee3\u8868\u7b2c11\u5217\uff0c\u5c0f\u679c\u8fd9\u91ccGeneSymbol\u662f11\u5217\uff0c\u6240\u4ee5\u8fd9\u91cc\u662f11\uff0c\u5c0f\u4f19\u4f34\u4eec\u9700\u8981\u6570\u4e00\u4e0b\u81ea\u5df1\u6570\u636eSymbol\u5728\u7b2c\u51e0\u5217\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u63a5\u4e0b\u6765\uff1a<\/span><\/p>\n<p><span style=\"font-size: 12pt;color: rgb(51, 51, 51);font-family: "Open Sans";letter-spacing: 0.034em;\"><\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"sql\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5408\u5e76ID\u4e0e\u57fa\u56e0\u5217<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">Exp = <span class=\"code-snippet__keyword\">merge<\/span>(ID_Sybmol,GSE4100,by.x = <span class=\"code-snippet__string\">\"ID\"<\/span>,by.y = <span class=\"code-snippet__string\">\"ID_REF\"<\/span>,<span class=\"code-snippet__keyword\">all<\/span>=T) <span class=\"code-snippet__comment\">#45782\u4e2a<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">Exp<\/span> = <span class=\"code-snippet__keyword\">Exp<\/span>[,<span class=\"code-snippet__number\">-1<\/span>]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">View<\/span>(<span class=\"code-snippet__keyword\">Exp<\/span>)<span class=\"code-snippet__comment\">#\u67e5\u770b\u4e00\u4e0b\u6570\u636e\u96c6<\/span><\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.2784992784992785\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/11_fsyktYqdDr08OxKG7gfKb3SuOibxaw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2rBThOzEfz9mEicHz99cqOyFQ1bfsyktYqdDr08OxKG7gfKb3SuOibxaw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><span style=\"mso-spacerun:"yes";font-family:"Open Sans";mso-fareast-font-family:\u5b8b\u4f53;color:rgb(51,51,51);font-size:12.0000pt;mso-font-kerning:0.0000pt;\"><o:p><\/o:p><\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u8fd9\u6837\u4e00\u6765\u5c31\u5f97\u5230\u6211\u4eec\u60f3\u8981\u7684\u57fa\u56e0\u540d\u79f0\u4e86\uff0c\u4f46\u662f\u53c8\u51fa\u73b0\u4e00\u4e2a\u65b0\u7684\u95ee\u9898\uff0c\u57fa\u56e0\u540d\u6709\u91cd\u590d\u7684\uff0c\u800c\u4e14\u6709\u4e2a\u57fa\u56e0\u542b\u6709\u591a\u4e2a\uff0c\u8fd9\u8be5\u600e\u4e48\u529e\u5462\uff0c\u5c0f\u679c\u518d\u6559\u4e00\u62db\u3002\u5bf9\u6570\u636e\u8fc7\u6ee4\uff1a<o:p><\/o:p><\/span><\/p>\n<p><br \/><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"makefile\"><code><span class=\"code-snippet_outer\">#\u6570\u636e\u8fc7\u6ee4\uff0c\u5bf9\u591a\u4f59\u7684\u57fa\u56e0\u8fdb\u884c\u5220\u9664<\/span><\/code><code><span class=\"code-snippet_outer\">Exp = Exp[Exp$Symbol != \"\",] #<\/span><\/code><code><span class=\"code-snippet_outer\">Exp = na.omit(Exp) #<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">#\u53bb\u9664\u591a\u4f59\u7684\u57fa\u56e0\uff0c<\/span><\/code><code><span class=\"code-snippet_outer\">Exp1 = data.frame(Exp[-grep(\"\/\",Exp$\"Symbol\"),]) #\u53bb\u4e00\u5bf9\u591a\uff0cgrep\u662f\u5305\u542b\u7684\u610f\u601d\uff0c-\u5c31\u662f\u4e0d\u5305\u542b<\/span><\/code><code><span class=\"code-snippet_outer\">write.table(Exp1,\"Exp1.txt\",row.names = F,quote = F,sep=\"t\")<\/span><\/code><\/pre>\n<\/section>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u90a3\u4e48\u8fd9\u91cc<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5c31\u5f97\u5230\u5e72\u51c0\u7684\u57fa\u56e0\u8868\u8fbe\u8c31<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3477633477633478\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/12_aJ9rnNicI4g0hbS5LclQKtbkfeVHAQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2posgrKruEqicuOiahR4GS91P5MIiaJ9rnNicI4g0hbS5LclQKtbkfeVHAQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4f46\u662f\uff0c\u6709\u7684\u5c0f\u4f19\u4f34\u4ed6\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u4e2d\u6570\u636e\u6709\u7684\u5f02\u5e38\u7684\u5927\uff0c\u90a3\u4e48\u5c31\u9700\u8981\u5bf9\u6570\u636e\u5f52\u4e00\u5316\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 14px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u63a5\u4e0b\u6765\u5c0f\u679c\u5728\u7ee7\u7eed\u6559\u5927\u5bb6\u5982\u4f55\u628a\u6570\u636e\u96c6\u505a\u5e73\u5747\u503c\u5904\u7406\uff0c\u8fd9\u91cc\u9700\u8981\u7528\u5230for\u5faa\u73af\u5904\u7406\u6570\u636e\u3002<o:p><\/o:p><\/span><\/p>\n<p><br \/><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"kotlin\"><code><span class=\"code-snippet_outer\">#\u6c42\u5e73\u5747\u503c<\/span><\/code><code><span class=\"code-snippet_outer\"> meanfun <- function(x) {<\/span><\/code><code><span class=\"code-snippet_outer\"> x1 <- data.frame(unique(x[,1]))<\/span><\/code><code><span class=\"code-snippet_outer\"> colnames(x1) <- c(\"Symbol\")<\/span><\/code><code><span class=\"code-snippet_outer\"> for (i in 2:ncol(x)){<\/span><\/code><code><span class=\"code-snippet_outer\"> x2 <- data.frame(tapply(x[,i],x[,1],mean))<\/span><\/code><code><span class=\"code-snippet_outer\"> x2[,2] <- rownames(x2)<\/span><\/code><code><span class=\"code-snippet_outer\"> colnames(x2) <- c(colnames(x)[i], \"Symbol\")<\/span><\/code><code><span class=\"code-snippet_outer\"> x1 <- merge(x1,x2,by.x = \"Symbol\",by.y = \"Symbol\",all=FALSE)<\/span><\/code><code><span class=\"code-snippet_outer\"> }<\/span><\/code><code><span class=\"code-snippet_outer\"> return(x1)<\/span><\/code><code><span class=\"code-snippet_outer\"> }<\/span><\/code><code><span class=\"code-snippet_outer\"> Exp2 <- meanfun(Exp1)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.42443729903536975\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/13_R8OtBfmzYehmpaPicZ6HfBAkChSy3A.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M28DDpjyTMcTzRqJibBsuiaFHZjyMR8OtBfmzYehmpaPicZ6HfBAkChSy3A\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"622\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u8fd9\u91cc\u6570\u636e\u5c31\u4f1a\u53d8\u89c4\u6574\u5f88\u591a\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u6211\u4eec\u4f7f\u7528\u67f1\u72b6\u56fe\u5c55\u793a\u6570\u636e\u5f62\u5f0f\uff1a<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"xml\"><code><span class=\"code-snippet_outer\"># \u67e5\u770b\u6570\u636e<\/span><\/code><code><span class=\"code-snippet_outer\"> par(cex = 0.7)<\/span><\/code><code><span class=\"code-snippet_outer\"> n.sample=ncol(Exp2[,-1])<\/span><\/code><code><span class=\"code-snippet_outer\"> if(n.sample>40) par(cex = 0.5)<\/span><\/code><code><span class=\"code-snippet_outer\"> cols <- rainbow(n.sample*1.2)<\/span><\/code><code><span class=\"code-snippet_outer\"> boxplot(Exp2[,-1], col = cols,main=\"expression value\",las=2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> write.table(Exp2,\"Exp_Original.txt\",row.names = F,quote = F,sep=\"t\")<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> row.names(Exp2) = Exp2[,1]<\/span><\/code><code><span class=\"code-snippet_outer\"> Exp2 = log(Exp2[,-1]) <\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> par(cex = 0.7)<\/span><\/code><code><span class=\"code-snippet_outer\"> n.sample=ncol(Exp2)<\/span><\/code><code><span class=\"code-snippet_outer\"> if(n.sample>40) par(cex = 0.5)<\/span><\/code><code><span class=\"code-snippet_outer\"> cols <- rainbow(n.sample*1.2)<\/span><\/code><code><span class=\"code-snippet_outer\"> boxplot(Exp2, col = cols,main=\"expression value\",las=2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> Symbol = row.names(Exp2)<\/span><\/code><code><span class=\"code-snippet_outer\">Exp_test = cbind(Symbol,Exp2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">write.table(Exp_test,\"Exp.txt\",row.names = F,quote = F,sep=\"t\")<\/span><\/code><\/pre>\n<\/section>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u6700\u7ec8\u5f97\u5230\u7684\u6570\u636e\u96c6\u5c31\u662f\u6211\u4eec\u60f3\u8981\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u4e86\uff0c\u5c0f\u4f19\u4f34\u53ef\u4ee5\u4f7f\u7528\u5f97\u5230\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u505a\u540e\u7eed\u7684\u5206\u6790\u5566\uff01<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u5c0f\u679c\u8fd9\u91cc\u63d0\u9192\u4e00\u4e0b\uff0c\u6709\u7684\u6570\u636e\u96c6\u4e0d\u9700\u8981\u505a\u5f52\u4e00\u5316\u5904\u7406\uff0c\u5c0f\u4f19\u4f34\u8981\u6e05\u695a\u81ea\u5df1\u60f3\u8981\u5f97\u5230\u90a3\u4e2a\u57fa\u56e0\u8868\u8fbe\u8c31\u3002<\/span><\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"color: rgb(217, 33, 66);font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\">\u5176\u4ed6\u76f8\u5173\u5206\u6790\u5185\u5bb9\uff0c\u4f8b\u5982\u9884\u6d4b\u80bf\u7624\u6837\u672c\u836f\u7269\u654f\u611f\u6027\u5206\u6790(http:\/\/www.biocloudservice.com\/712\/712.php),\u9884\u6d4b\u67d0\u6837\u672c\u4e9a\u578b\u5bf9\u514d\u75ab\u6cbb\u7597\u7684\u53cd\u5e94(http:\/\/www.biocloudservice.com\/292\/292.php)\uff0c\u5355\u6837\u672c\u5bcc\u96c6\u7b97\u6cd5\u5206\u6790\u514d\u75ab\u6d78\u6da6\u4e30\u5ea6(http:\/\/www.biocloudservice.com\/106\/106.php)\uff0c\u8ba1\u7b9764\u79cd\u514d\u75ab\u7ec6\u80de\u76f8\u5bf9\u542b\u91cf(http:\/\/www.biocloudservice.com\/107\/107.php)\u7b49\u90fd\u53ef\u4ee5\u7528\u672c\u516c\u53f8\u65b0\u5f00\u53d1\u7684\u96f6\u4ee3\u7801\u4e91\u5e73\u53f0\u751f\u4fe1\u5206\u6790\u5c0f\u5de5\u5177\uff0c\u4e00\u952e\u5b8c\u6210\u8be5\u5206\u6790\u5965\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u6765\u5c1d\u8bd5\u5965\uff0c\u7f51\u5740\uff1ahttp:\/\/www.biocloudservice.com\/home.html\u3002<\/span><span style=\"mso-spacerun:"yes";font-family:\u5fae\u8f6f\u96c5\u9ed1;font-size:10.5000pt;mso-font-kerning:1.0000pt;\">\u4eca\u5929\u5c0f\u679c\u7684\u5206\u4eab\u5c31\u5230\u8fd9\u91cc\uff0c\u4e0b\u671f\u5728\u89c1\u5965\u3002<\/span><\/p>\n<p><span style=\"mso-spacerun:"yes";font-family:\u5fae\u8f6f\u96c5\u9ed1;font-size:10.5000pt;mso-font-kerning:1.0000pt;\"><br \/><\/span><\/p>\n<section style=\"margin-bottom: 0px;outline: 0px;font-family: system-ui, -apple-system, BlinkMacSystemFont, "Helvetica Neue", "PingFang SC", "Hiragino Sans GB", "Microsoft YaHei UI", "Microsoft YaHei", Arial, sans-serif;font-size: 16px;white-space: normal;text-align: left;background-color: rgb(255, 255, 255);letter-spacing: 0.578px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section data-role=\"list\" style=\"outline: 0px;visibility: visible;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"outline: 0px;visibility: visible;\">\n<section style=\"padding-right: 15px;padding-left: 15px;outline: 0px;font-size: 14px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 10px;outline: 0px;justify-content: flex-start;display: flex;flex-flow: row nowrap;\">\n<section style=\"padding: 14px 10px;outline: 0px;display: inline-block;width: 647px;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 1px;border-color: rgb(217, 217, 217);\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 15px;outline: 0px;justify-content: flex-start;display: flex;flex-flow: row nowrap;\">\n<section style=\"padding-left: 9px;outline: 0px;display: inline-block;width: 625px;vertical-align: top;align-self: flex-start;flex: 0 0 auto;border-style: solid;border-width: 0px 0px 0px 12px;border-left-color: rgb(212, 32, 2);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;font-size: 17px;color: rgb(62, 62, 62);\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5c0f\u679c\u53cb\u60c5\u63a8\u8350<\/strong><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 3px;outline: 0px;\">\n<section style=\"outline: 0px;background-color: rgb(217, 217, 217);height: 1px;\"><svg viewbox=\"0 0 1 1\" style=\"float:left;line-height:0;width:0;vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: justify;font-size: 11px;color: rgb(62, 62, 62);\">\n<p style=\"outline: 0px;\">\u597d\u7528\u53c8\u514d\u8d39\u7684\u5de5\u5177\u5b89\u5229<\/p>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;text-align: center;line-height: 0;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.35777777777777775\" data-type=\"jpeg\" data-w=\"900\" style=\"outline: 0px;vertical-align: middle;visibility: visible !important;width: 625px !important;height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/14_eVibso6VJox4Hnic0n53VnLS1A9qYA.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAyqVJd7As6iaIgTzXqErqUGpoEpMoWhEkVHHw4z3ZmlYpZZUX7eVibso6VJox4Hnic0n53VnLS1A9qYA\/640?wx_fmt=jpeg&wxfrom=5&wx_lazy=1&wx_co=1'\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;text-align: center;line-height: 0;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzAwNjE0MDY3MQ==&mid=2650762044&idx=2&sn=c74f81e91cadd166adc7168dec9891ed&scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener\"><span class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;vertical-align: bottom;user-select: none;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.35361653272101035\" data-type=\"jpeg\" data-w=\"871\" style=\"outline: 0px;border-width: 0px;border-style: initial;border-color: initial;vertical-align: middle;visibility: visible !important;width: 625px !important;height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/15_UwKXVVrT2bVTc2jSlZNaUIE5TUCDMQ.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/zcicibWZessAyqVJd7As6iaIgTzXqErqUGp8QxUSk0Sricia0JSmh8nB9T4SicUwKXVVrT2bVTc2jSlZNaUIE5TUCDMQ\/640?wx_fmt=jpeg&wxfrom=5&wx_lazy=1&wx_co=1'\" data-recalc-dims=\"1\" \/><\/span><\/a><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;text-align: center;line-height: 0;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><a target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzAwNjE0MDY3MQ==&mid=2650761303&idx=2&sn=6f73471d1e82c56c0b2160d0fcd32d53&scene=21#wechat_redirect\" textvalue=\"\u4f60\u5df2\u9009\u4e2d\u4e86\u6dfb\u52a0\u94fe\u63a5\u7684\u5185\u5bb9\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" tab=\"innerlink\" data-linktype=\"1\" rel=\"noopener\"><span class=\"js_jump_icon h5_image_link\" style=\"outline: 0px;vertical-align: bottom;user-select: none;line-height: 0;\"><img decoding=\"async\" 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36);font-size: 12px;letter-spacing: 0.5px;\">\uff0856\u7ebf\u7a0b\uff0c256G\u5185\u5b58\uff0c\u4e2a\u4eba\u5b58\u50a81T\uff09<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: 29.9652%;align-self: flex-start;flex: 0 0 auto;height: auto;max-width: 29.9652% !important;\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"text-align: center;line-height: 0;\">\n<section>\n<section style=\"display: inline-block;vertical-align: middle;\" powered-by=\"xiumi.us\">\n<section style=\"line-height: 0;\">\n<section style=\"width: 111px;\" powered-by=\"xiumi.us\">\n<section style=\"line-height: 1.75em;text-indent: 0em;\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;height: auto;width: 111px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"1\" data-type=\"png\" data-w=\"400\" style=\"vertical-align: middle;width: 100%;height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_GBhsibRAgNiaQsH4ichdP9ibEhHMFA-121.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyL6u7wJswOp8vtpzGp6vYngnlT6jiavu08Bvp2iblzGf3IkoBD9NGBhsibRAgNiaQsH4ichdP9ibEhHMFA\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"display: contents;\" powered-by=\"xiumi.us\">\n<section style=\"display: contents;\">\n<section style=\"display: contents;\">\n<section style=\"height: 0px;overflow: hidden;\"><span style=\"font-size: 14px;letter-spacing: 0.578px;caret-color: red;\"> <\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<\/section>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5c0f\u4f19\u4f34\u4eec\u5f97\u5230GEO\u6570\u636e\u96c6\u539f\u59cb\u6570\u636e\u540e\uff0c\u53d1\u73b0\u5bc6\u5bc6\u9ebb\u9ebb\u7684\u57fa\u56e0\u8868\u8fbe\u4fe1\u606f\u4e0d\u77e5\u9053\u4ece\u54ea\u91cc\u4e0b\u624b\u3002\u800c\u4e14\u57fa\u56e0\u8868\u8fbe\u4fe1\u606f\u5f80\u5f80\u6709\u5f88\u591a\u6211\u4eec\u4e0d\u9700\u8981\u7684\u4fe1\u606f\uff0c\u5e76\u4e14\u57fa\u56e0\u8868\u8fbe\u8c31\u6570\u636e\u5f80\u5f80\u4e5f\u662f\u5c42\u6b21\u4e0d\u9f50\u3002\u5728\u8fd9\u91cc\u5c0f\u679c\u81ea\u5df1\u6574\u7406\u4e86\u4e00\u4efd\u4ee3\u7801\uff0c\u53ef\u4ee5\u628a\u57fa\u56e0\u8868\u8fbe\u8c31\u6574\u7406\u51fa\u6765\uff0c\u5e76\u4e14\u628a\u63a2\u9488ID\u4e5f\u8f6c\u6362\u5b8c\u6210\uff0c\u628a\u6570\u636e\u4e5f\u5f52\u4e00\u5316\u5904\u7406\u3002\u63a5\u4e0b\u6765\u8ddf\u7740\u5c0f\u679c\u53bb\u5b66\u4e60\u4e00\u4e0b\u5427\uff01<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5728\u8fd9\u91cc\u5c0f\u679c\u4f7f\u7528\u5b9e\u4f8b\u6570\u636eGSE63514,\u5e73\u53f0\u4e3aGPL-570\u3002\u5c0f\u4f19\u4f34\u53ef\u4ee5\u81ea\u884c\u5728GEO\u6570\u636e\u5e93\u4e2d\u4e0b\u8f7d\u3002\u4e0d\u8fc7\uff0c\u5c0f\u679c\u6559\u5927\u5bb6\u4e00\u4e2a\u5c0f\u6280\u5de7\uff1a<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5728\u5b98\u7f51\u641c\u5230\u81ea\u5df1\u9700\u8981\u7684GEO\u6570\u636e\u96c6\u540e\uff0c\u53ef\u4ee5\u5728<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.7085137085137085\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_h5ujCYTPXxLfbw0JxIhXReQf6Z9NhA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2o4b0IKbnUzJt4LXLHg88zAB5h5ujCYTPXxLfbw0JxIhXReQf6Z9NhA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u8fd9\u4e2a\u9009\u9879\u4e2d\u9009\u62e9\u67e5\u770b\u4e00\u4e0b\u8fd9\u4e2a\u6570\u636e\u96c6\u4e2d\u542b\u6709\u90a3\u4e9b\u6837\u672c:<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\"><br \/><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.23113207547169812\" data-s=\"300,640\" data-type=\"png\" data-w=\"212\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_Exd3hPLunSPUz1CiabGZExicyxIqJQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2bva9fZWv28e3MIwxrHYk3xDU36Exd3hPLunSPUz1CiabGZExicyxIqJQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.28715728715728717\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_t5f6jp6xibarDukBGXEGRgv2myzicg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2z7ReuNpNBqfMY9SsY1ZvBEKyQKt5f6jp6xibarDukBGXEGRgv2myzicg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.22366522366522368\" data-s=\"300,640\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_T2nxNp1ctIu2D0wcCFcZibLDBISoVQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2z8hsPBicwO1FKK9RA8ojib1MtGIT2nxNp1ctIu2D0wcCFcZibLDBISoVQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.05916305916305916\" data-s=\"300,640\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_awGKRM3XA804DAnRFibPeGONq9c8TQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2tiaGIzGHicOfrjVGc3icPjKicZ0JGawGKRM3XA804DAnRFibPeGONq9c8TQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u5f53\u6211\u4eec\u70b9\u51fbGPL\u5e73\u53f0\u540e\u4f1a\u51fa\u73b0\u4e00\u4e9b\u4fe1\u606f\u5728\u8fd9\u91cc\uff1a<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"1.077922077922078\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/7_XQJWRQmdftJwLNTJ0jzpics6f5n6XQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2vKVZVbebxl97TVkr0wZiccTqt1XQJWRQmdftJwLNTJ0jzpics6f5n6XQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5982\u679c\u8fd9\u4e2a\u5e73\u53f0\u4fe1\u606f\u542b\u6709<\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.052132701421800945\" data-s=\"300,640\" data-type=\"png\" data-w=\"633\" style=\"height: auto !important;\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_7aqn5ocicovJLWNzkUzu4OFHBYBZWQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2CEibYXDehbGqZPsBaR2RCmnctf7aqn5ocicovJLWNzkUzu4OFHBYBZWQ\/640?wx_fmt=png'\" data-recalc-dims=\"1\" \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u90a3\u4e48\u6211\u4eec\u5904\u7406\u6570\u636e\u8d77\u6765\u5c31\u4f1a\u5f88\u65b9\u4fbf\uff0c\u5229\u7528Gene Symbol\u5c31\u53ef\u4ee5\u8f6c\u6362ID\u5f97\u5230\u6211\u4eec\u60f3\u8981\u7684\u57fa\u56e0\u540d\u79f0\u3002\u5c0f\u4f19\u4f34\u4eec\u4e00\u5b9a\u8981\u6ce8\u610f\uff0c\u5982\u679c\u6ca1\u6709\u8fd9\u4e2aSymbol\u4fe1\u606f\uff08\u6709\u7684\u5e73\u53f0\u53ef\u80fd\u53ea\u4f1a\u663e\u793aSymbol\uff09\uff0c\u5c0f\u679c\u8fd9\u91cc\u7684\u4ee3\u7801\u53ef\u80fd\u4e0d\u592a\u4f7f\u7528\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u5c31\u8fdb\u5165\u6b63\u9898\u5427\uff01<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u6211\u4eec\u5f97\u5230\u8fd9\u4e2a\u539f\u59cb\u6570\u636e\u96c6\uff0c\u5148\u5bfc\u5165\u5b83\u4eec\uff1a<o:p><\/o:p><\/span><\/p>\n<p style=\"text-align: center;white-space: normal;\"><br \/><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"cs\"><code><span class=\"code-snippet_outer\">setwd(<span class=\"code-snippet__string\">\"E:\\\u751f\u4fe1\u679c\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">Sys.setlocale(<span class=\"code-snippet__string\">'LC_ALL'<\/span>,<span class=\"code-snippet__string\">'C'<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#\u8bfb\u53d6GPL\u6587\u4ef6<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">GPL_table = read.table(<span class=\"code-snippet__string\">'E:\\\u751f\u4fe1\u679c\\GPL570-55999.txt'<\/span>,sep = <span class=\"code-snippet__string\">\"t\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">comment.<span class=\"code-snippet__keyword\">char<\/span> = <span class=\"code-snippet__string\">\"#\"<\/span>, stringsAsFactors = F,<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">header = T, fill = TRUE, quote = <span class=\"code-snippet__string\">\"\"<\/span>) <\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#\u8bfb\u53d6GSE\u6587\u4ef6<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">GSE4100 <- read.table(<span class=\"code-snippet__string\">'E:\\\u751f\u4fe1\u679c\\GSE63514_series_matrix.txt'<\/span>,sep = <span class=\"code-snippet__string\">\"t\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">comment.<span class=\"code-snippet__keyword\">char<\/span> = <span class=\"code-snippet__string\">\"!\"<\/span>, stringsAsFactors = F,header = T, fill=TRUE)<span class=\"code-snippet__meta\">#43931<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__meta\">#\u5bfc\u5165\u6587\u4ef6\uff0c\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u4e00\u4e0b\u5bfc\u5165\u7684\u6570\u636e\u5f62\u5f0f\u3002<\/span><\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\"><br \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.33910533910533913\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/9_4NhpOxsq7FtxWT5tmXQHIvW7aXReMA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2gKlKOTtjrACbLjCyJTrzvEIic4NhpOxsq7FtxWT5tmXQHIvW7aXReMA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.39105339105339104\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/10_N2pKdyeeeImc8TcnqopoJOtv3N7vKw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2aIkOXdhe1511UVFT6EEwcgz5N2pKdyeeeImc8TcnqopoJOtv3N7vKw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u7ec6\u5fc3\u7684\u5c0f\u4f19\u4f34\u4f1a\u53d1\u73b0\uff0cID\u8fd9\u4e00\u5217\u4e0d\u662f\u6211\u4eec\u60f3\u8981\u7684Gene\u540d\uff0c\u8fd9\u5c31\u9700\u8981\u6211\u4eec\u5427ID\u8f6c\u5316\u4e00\u4e0b\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u63a5\u4e0b\u6765\uff1a<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">ID_Sybmol = GPL_table[,c(1,11)] #GPL\u5bf9\u5e94ID\u5217<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">colnames(ID_Sybmol)[2]=”Symbol” #\u66f4\u6539\u540d\u79f0\u4e3aSymbol\uff0c\u4e3b\u8981\u662f\u4e3a\u4e86\u5bf9\u5176\u6c42\u5e73\u5747\u51fd\u6570<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">c(1,11)\u8fd9\u91cc\u768411\u662fGPL\u5e73\u53f0\u8868\u683c\u91cc\u9762\uff0c\u4ee3\u8868\u7b2c11\u5217\uff0c\u5c0f\u679c\u8fd9\u91ccGeneSymbol\u662f11\u5217\uff0c\u6240\u4ee5\u8fd9\u91cc\u662f11\uff0c\u5c0f\u4f19\u4f34\u4eec\u9700\u8981\u6570\u4e00\u4e0b\u81ea\u5df1\u6570\u636eSymbol\u5728\u7b2c\u51e0\u5217\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 10.5pt;\">\u63a5\u4e0b\u6765\uff1a<\/span><\/p>\n<p><span style=\"font-size: 12pt;color: rgb(51, 51, 51);font-family: "Open Sans";letter-spacing: 0.034em;\"><\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<\/section>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"sql\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5408\u5e76ID\u4e0e\u57fa\u56e0\u5217<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">Exp = <span class=\"code-snippet__keyword\">merge<\/span>(ID_Sybmol,GSE4100,by.x = <span class=\"code-snippet__string\">\"ID\"<\/span>,by.y = <span class=\"code-snippet__string\">\"ID_REF\"<\/span>,<span class=\"code-snippet__keyword\">all<\/span>=T) <span class=\"code-snippet__comment\">#45782\u4e2a<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">Exp<\/span> = <span class=\"code-snippet__keyword\">Exp<\/span>[,<span class=\"code-snippet__number\">-1<\/span>]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">View<\/span>(<span class=\"code-snippet__keyword\">Exp<\/span>)<span class=\"code-snippet__comment\">#\u67e5\u770b\u4e00\u4e0b\u6570\u636e\u96c6<\/span><\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.2784992784992785\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/11_fsyktYqdDr08OxKG7gfKb3SuOibxaw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2rBThOzEfz9mEicHz99cqOyFQ1bfsyktYqdDr08OxKG7gfKb3SuOibxaw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p><span style=\"mso-spacerun:"yes";font-family:"Open Sans";mso-fareast-font-family:\u5b8b\u4f53;color:rgb(51,51,51);font-size:12.0000pt;mso-font-kerning:0.0000pt;\"><o:p><\/o:p><\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u8fd9\u6837\u4e00\u6765\u5c31\u5f97\u5230\u6211\u4eec\u60f3\u8981\u7684\u57fa\u56e0\u540d\u79f0\u4e86\uff0c\u4f46\u662f\u53c8\u51fa\u73b0\u4e00\u4e2a\u65b0\u7684\u95ee\u9898\uff0c\u57fa\u56e0\u540d\u6709\u91cd\u590d\u7684\uff0c\u800c\u4e14\u6709\u4e2a\u57fa\u56e0\u542b\u6709\u591a\u4e2a\uff0c\u8fd9\u8be5\u600e\u4e48\u529e\u5462\uff0c\u5c0f\u679c\u518d\u6559\u4e00\u62db\u3002\u5bf9\u6570\u636e\u8fc7\u6ee4\uff1a<o:p><\/o:p><\/span><\/p>\n<p><br \/><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"makefile\"><code><span class=\"code-snippet_outer\">#\u6570\u636e\u8fc7\u6ee4\uff0c\u5bf9\u591a\u4f59\u7684\u57fa\u56e0\u8fdb\u884c\u5220\u9664<\/span><\/code><code><span class=\"code-snippet_outer\">Exp = Exp[Exp$Symbol != \"\",] #<\/span><\/code><code><span class=\"code-snippet_outer\">Exp = na.omit(Exp) #<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">#\u53bb\u9664\u591a\u4f59\u7684\u57fa\u56e0\uff0c<\/span><\/code><code><span class=\"code-snippet_outer\">Exp1 = data.frame(Exp[-grep(\"\/\",Exp$\"Symbol\"),]) #\u53bb\u4e00\u5bf9\u591a\uff0cgrep\u662f\u5305\u542b\u7684\u610f\u601d\uff0c-\u5c31\u662f\u4e0d\u5305\u542b<\/span><\/code><code><span class=\"code-snippet_outer\">write.table(Exp1,\"Exp1.txt\",row.names = F,quote = F,sep=\"t\")<\/span><\/code><\/pre>\n<\/section>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u90a3\u4e48\u8fd9\u91cc<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u5c31\u5f97\u5230\u5e72\u51c0\u7684\u57fa\u56e0\u8868\u8fbe\u8c31<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.3477633477633478\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/12_aJ9rnNicI4g0hbS5LclQKtbkfeVHAQ.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M2posgrKruEqicuOiahR4GS91P5MIiaJ9rnNicI4g0hbS5LclQKtbkfeVHAQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"693\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u4f46\u662f\uff0c\u6709\u7684\u5c0f\u4f19\u4f34\u4ed6\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u4e2d\u6570\u636e\u6709\u7684\u5f02\u5e38\u7684\u5927\uff0c\u90a3\u4e48\u5c31\u9700\u8981\u5bf9\u6570\u636e\u5f52\u4e00\u5316\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 14px;font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u63a5\u4e0b\u6765\u5c0f\u679c\u5728\u7ee7\u7eed\u6559\u5927\u5bb6\u5982\u4f55\u628a\u6570\u636e\u96c6\u505a\u5e73\u5747\u503c\u5904\u7406\uff0c\u8fd9\u91cc\u9700\u8981\u7528\u5230for\u5faa\u73af\u5904\u7406\u6570\u636e\u3002<o:p><\/o:p><\/span><\/p>\n<p><br \/><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"kotlin\"><code><span class=\"code-snippet_outer\">#\u6c42\u5e73\u5747\u503c<\/span><\/code><code><span class=\"code-snippet_outer\"> meanfun <- function(x) {<\/span><\/code><code><span class=\"code-snippet_outer\"> x1 <- data.frame(unique(x[,1]))<\/span><\/code><code><span class=\"code-snippet_outer\"> colnames(x1) <- c(\"Symbol\")<\/span><\/code><code><span class=\"code-snippet_outer\"> for (i in 2:ncol(x)){<\/span><\/code><code><span class=\"code-snippet_outer\"> x2 <- data.frame(tapply(x[,i],x[,1],mean))<\/span><\/code><code><span class=\"code-snippet_outer\"> x2[,2] <- rownames(x2)<\/span><\/code><code><span class=\"code-snippet_outer\"> colnames(x2) <- c(colnames(x)[i], \"Symbol\")<\/span><\/code><code><span class=\"code-snippet_outer\"> x1 <- merge(x1,x2,by.x = \"Symbol\",by.y = \"Symbol\",all=FALSE)<\/span><\/code><code><span class=\"code-snippet_outer\"> }<\/span><\/code><code><span class=\"code-snippet_outer\"> return(x1)<\/span><\/code><code><span class=\"code-snippet_outer\"> }<\/span><\/code><code><span class=\"code-snippet_outer\"> Exp2 <- meanfun(Exp1)<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-galleryid=\"\" data-ratio=\"0.42443729903536975\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/13_R8OtBfmzYehmpaPicZ6HfBAkChSy3A.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/zcicibWZessAyAPlWoFp8172aX6nAUK6M28DDpjyTMcTzRqJibBsuiaFHZjyMR8OtBfmzYehmpaPicZ6HfBAkChSy3A\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"622\" style=\"height: auto !important;\" data-recalc-dims=\"1\"><\/p>\n<p style=\"text-align: center;\"><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u8fd9\u91cc\u6570\u636e\u5c31\u4f1a\u53d8\u89c4\u6574\u5f88\u591a\u3002<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u6211\u4eec\u4f7f\u7528\u67f1\u72b6\u56fe\u5c55\u793a\u6570\u636e\u5f62\u5f0f\uff1a<\/span><span style=\"\"><o:p><\/o:p><\/span><\/p>\n<section class=\"code-snippet__fix code-snippet__js\">\n<ul class=\"code-snippet__line-index code-snippet__js\">\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<li><\/li>\n<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"xml\"><code><span class=\"code-snippet_outer\"># \u67e5\u770b\u6570\u636e<\/span><\/code><code><span class=\"code-snippet_outer\"> par(cex = 0.7)<\/span><\/code><code><span class=\"code-snippet_outer\"> n.sample=ncol(Exp2[,-1])<\/span><\/code><code><span class=\"code-snippet_outer\"> if(n.sample>40) par(cex = 0.5)<\/span><\/code><code><span class=\"code-snippet_outer\"> cols <- rainbow(n.sample*1.2)<\/span><\/code><code><span class=\"code-snippet_outer\"> boxplot(Exp2[,-1], col = cols,main=\"expression value\",las=2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> write.table(Exp2,\"Exp_Original.txt\",row.names = F,quote = F,sep=\"t\")<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> row.names(Exp2) = Exp2[,1]<\/span><\/code><code><span class=\"code-snippet_outer\"> Exp2 = log(Exp2[,-1]) <\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> par(cex = 0.7)<\/span><\/code><code><span class=\"code-snippet_outer\"> n.sample=ncol(Exp2)<\/span><\/code><code><span class=\"code-snippet_outer\"> if(n.sample>40) par(cex = 0.5)<\/span><\/code><code><span class=\"code-snippet_outer\"> cols <- rainbow(n.sample*1.2)<\/span><\/code><code><span class=\"code-snippet_outer\"> boxplot(Exp2, col = cols,main=\"expression value\",las=2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\"> Symbol = row.names(Exp2)<\/span><\/code><code><span class=\"code-snippet_outer\">Exp_test = cbind(Symbol,Exp2)<\/span><\/code><code><span class=\"code-snippet_outer\"><br \/><\/span><\/code><code><span class=\"code-snippet_outer\">write.table(Exp_test,\"Exp.txt\",row.names = F,quote = F,sep=\"t\")<\/span><\/code><\/pre>\n<\/section>\n<p><br \/><\/p>\n<p><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;font-size: 14px;\">\u6700\u7ec8\u5f97\u5230\u7684\u6570\u636e\u96c6\u5c31\u662f\u6211\u4eec\u60f3\u8981\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u4e86\uff0c\u5c0f\u4f19\u4f34\u53ef\u4ee5\u4f7f\u7528\u5f97\u5230\u7684\u57fa\u56e0\u8868\u8fbe\u8c31\u505a\u540e\u7eed\u7684\u5206\u6790\u5566\uff01<o:p><\/o:p><\/span><\/p>\n<p><span style=\"font-size: 14px;\"><span style=\"font-family: "Helvetica Neue", Helvetica, "Hiragino Sans GB", "Microsoft YaHei", Arial, sans-serif;\">\u5c0f\u679c\u8fd9\u91cc\u63d0\u9192\u4e00\u4e0b\uff0c\u6709\u7684\u6570\u636e\u96c6\u4e0d\u9700\u8981\u505a\u5f52\u4e00\u5316\u5904\u7406\uff0c\u5c0f\u4f19\u4f34\u8981\u6e05\u695a\u81ea\u5df1\u60f3\u8981\u5f97\u5230\u90a3\u4e2a\u57fa\u56e0\u8868\u8fbe\u8c31\u3002<\/span><\/span><span style=\"text-align: center;letter-spacing: 0.034em;\"><\/span><\/p>\n<\/section>\n<section style=\"text-align: justify;\" powered-by=\"xiumi.us\">\n<p><br \/><\/p>\n<p><span style=\"color: rgb(217, 33, 66);font-size: 10.5pt;font-family: \u5fae\u8f6f\u96c5\u9ed1;\">\u5176\u4ed6\u76f8\u5173\u5206\u6790\u5185\u5bb9\uff0c\u4f8b\u5982\u9884\u6d4b\u80bf\u7624\u6837\u672c\u836f\u7269\u654f\u611f\u6027\u5206\u6790(http:\/\/www.biocloudservice.com\/712\/712.php),\u9884\u6d4b\u67d0\u6837\u672c\u4e9a\u578b\u5bf9\u514d\u75ab\u6cbb\u7597\u7684\u53cd\u5e94(http:\/\/www.biocloudservice.com\/292\/292.php)\uff0c\u5355\u6837\u672c\u5bcc\u96c6\u7b97\u6cd5\u5206\u6790\u514d\u75ab\u6d78\u6da6\u4e30\u5ea6(http:\/\/www.biocloudservice.com\/106\/106.php)\uff0c\u8ba1\u7b9764\u79cd\u514d\u75ab\u7ec6\u80de\u76f8\u5bf9\u542b\u91cf(http:\/\/www.biocloudservice.com\/107\/107.php)\u7b49\u90fd\u53ef\u4ee5\u7528\u672c\u516c\u53f8\u65b0\u5f00\u53d1\u7684\u96f6\u4ee3\u7801\u4e91\u5e73\u53f0\u751f\u4fe1\u5206\u6790\u5c0f\u5de5\u5177\uff0c\u4e00\u952e\u5b8c\u6210\u8be5\u5206\u6790\u5965\uff0c\u611f\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u6b22\u8fce\u6765\u5c1d\u8bd5\u5965\uff0c\u7f51\u5740\uff1ahttp:\/\/www.biocloudservice.com\/home.html\u3002<\/span><span 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