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135);\"><strong>\u9884\u540e\u8bc4\u4f30<\/strong><\/span>\uff1a\u4e34\u5e8a\u76f8\u5173\u5206\u671f\u53ef\u4ee5\u5e2e\u52a9\u533b\u751f\u8bc4\u4f30\u60a3\u8005\u75be\u75c5\u7684\u9884\u540e\uff0c\u5373\u75be\u75c5\u7684\u53d1\u5c55\u548c\u6cbb\u7597\u540e\u7684\u9884\u671f\u7ed3\u679c\u3002\u901a\u8fc7\u5c06\u60a3\u8005\u5206\u4e3a\u4e0d\u540c\u7684\u9636\u6bb5\uff0c\u533b\u751f\u53ef\u4ee5\u66f4\u597d\u5730\u4e86\u89e3\u75be\u75c5\u7684\u8fdb\u5c55\u901f\u5ea6\u3001\u8f6c\u79fb\u503e\u5411\u4ee5\u53ca\u53ef\u80fd\u7684\u751f\u5b58\u671f\u3002\u6cbb\u7597\u6307\u5bfc\uff1a\u4e34\u5e8a\u76f8\u5173\u5206\u671f\u53ef\u4ee5\u4e3a\u533b\u751f\u63d0\u4f9b\u6307\u5bfc\uff0c\u5e2e\u52a9\u786e\u5b9a\u6700\u5408\u9002\u7684\u6cbb\u7597\u65b9\u6848\u3002\u4e0d\u540c\u5206\u671f\u7684\u60a3\u8005\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u6cbb\u7597\u7b56\u7565\uff0c\u5305\u62ec\u624b\u672f\u3001\u653e\u7597\u3001\u5316\u7597\u6216\u9776\u5411\u6cbb\u7597\u7b49\u3002\u7814\u7a76\u548c\u4e34\u5e8a\u8bd5\u9a8c\uff1a\u901a\u8fc7\u5bf9\u60a3\u8005\u8fdb\u884c\u5206\u671f\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u66f4\u597d\u5730\u6bd4\u8f83\u4e0d\u540c\u5206\u671f\u60a3\u8005\u7684\u7597\u6548\u548c\u751f\u5b58\u7ed3\u679c\u3002\u8fd9\u6709\u52a9\u4e8e\u8bc4\u4f30\u65b0\u7684\u6cbb\u7597\u65b9\u6cd5\u3001\u836f\u7269\u6216\u6cbb\u7597\u7b56\u7565\u7684\u6709\u6548\u6027\uff0c\u5e76\u4e3a\u8fdb\u4e00\u6b65\u7684\u7814\u7a76\u63d0\u4f9b\u57fa\u7840\u3002<\/p>\n<p 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135);\"><strong>\u6570\u636e\u51c6\u5907<\/strong><\/span>\uff1a\u6536\u96c6\u5305\u542b\u60a3\u8005\u4e34\u5e8a\u4fe1\u606f\u548c\u751f\u5b58\u6570\u636e\u7684\u6570\u636e\u96c6\u3002\u4e34\u5e8a\u4fe1\u606f\u53ef\u80fd\u5305\u62ec\u60a3\u8005\u7684\u6027\u522b\u3001\u5e74\u9f84\u3001\u80bf\u7624\u7c7b\u578b\u3001\u80bf\u7624\u5927\u5c0f\u3001\u6dcb\u5df4\u7ed3\u8f6c\u79fb\u60c5\u51b5\u7b49\u3002<\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u6570\u636e\u6e05\u6d17<\/strong><\/span>\uff1a\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u5305\u62ec\u5904\u7406\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u91cd\u590d\u6570\u636e\u7b49\u3002<\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u4e34\u5e8a\u5206\u671f<\/strong><\/span>\uff1a\u6839\u636e\u80bf\u7624\u7c7b\u578b\u548c\u76f8\u5173\u6307\u5357\uff0c\u5c06\u60a3\u8005\u6309\u7167\u4e34\u5e8a\u5206\u671f\u7cfb\u7edf\u8fdb\u884c\u5206\u7ec4\u3002\u5e38\u7528\u7684\u4e34\u5e8a\u5206\u671f\u7cfb\u7edf\u5305\u62ecTNM\u5206\u671f\u3001AJCC\u5206\u671f\u7b49\u3002<\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u7ed3\u679c\u89e3\u91ca<\/strong><\/span>\uff1a\u6839\u636e\u5206\u6790\u7ed3\u679c\uff0c\u89e3\u91ca\u4e0d\u540c\u4e34\u5e8a\u5206\u671f\u7ec4\u522b\u4e4b\u95f4\u7684\u751f\u5b58\u5dee\u5f02\uff0c\u8bc4\u4f30\u4e34\u5e8a\u5206\u671f\u5728\u9884\u6d4b\u60a3\u8005\u751f\u5b58\u7387\u548c\u6cbb\u7597\u7b56\u7565\u5236\u5b9a\u4e2d\u7684\u610f\u4e49\u3002<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#if (!requireNamespace(\"BiocManager\", quietly = TRUE)<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># install.packages(\"BiocManager\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#BiocManager::install(\"limma\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#install.packages(\"ggpubr\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">library(limma)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u9996\u5148\uff0c\u52a0\u8f7d\u4e86\u4e00\u7cfb\u5217\u6240\u9700\u7684R\u5305<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">files=dir(<span class=\"code-snippet__string\">\".\/TG_Exp\/\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2573099415204678\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_7yJvOFoH7w8WgIVlQzSQPtWJtVNSZA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRdLQSWU35juF7icZrVCHQPNhsf7yJvOFoH7w8WgIVlQzSQPtWJtVNSZA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"855\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.3425324675324675\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_N5dJq7saD0zA8kos6PibJH8QSPNV6g.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRC1LGG08c7uvBNtJnwJpA15QcxN5dJq7saD0zA8kos6PibJH8QSPNV6g\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"616\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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<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<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=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528dir(\".\/TG_Exp\/\")\u83b7\u53d6.\/TG_Exp\/\u76ee\u5f55\u4e0b\u7684\u6587\u4ef6\u5217\u8868\uff0c\u8fd9\u4e9b\u6587\u4ef6\u5305\u542b\u4e86\u6bcf\u79cd\u764c\u75c7\u7c7b\u578b\u7684\u6570\u636e\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">cli=read.table(<span class=\"code-snippet__string\">\".\/clinical_stage.txt\"<\/span>,sep=<span class=\"code-snippet__string\">\"t\"<\/span>,header=<span class=\"code-snippet__built_in\">T<\/span>,check.names=<span class=\"code-snippet__built_in\">F<\/span>,row.names=<span class=\"code-snippet__number\">1<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528read.table\u8bfb\u53d6\u540d\u4e3aclinical_stage.txt\u7684\u6587\u4ef6\uff0c\u8be5\u6587\u4ef6\u5305\u542b\u4e86\u4e34\u5e8a\u9636\u6bb5\u7684\u4fe1\u606f\uff0c\u5e76\u5c06\u7b2c\u4e00\u5217\u7684\u5217\u540d\u4fdd\u5b58\u5230\u53d8\u91cfclinical\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">clinical=colnames(cli)[<span class=\"code-snippet__number\">1<\/span>]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">for<\/span> ( i <span class=\"code-snippet__keyword\">in<\/span> <span class=\"code-snippet__number\">1<\/span>:<span class=\"code-snippet__built_in\">length<\/span>(files) ){<\/span><\/code><code><span class=\"code-snippet_outer\">dirname=files[i]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u83b7\u53d6\u6587\u4ef6\u540d\u4fdd\u5b58\u5230\u53d8\u91cfdirname\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">rt=read.table(paste0(<span class=\"code-snippet__string\">\".\/TG_Exp\/\"<\/span>,dirname),header=<span class=\"code-snippet__built_in\">T<\/span>,sep=<span class=\"code-snippet__string\">'t'<\/span>,check.names=<span class=\"code-snippet__built_in\">F<\/span>,row.names=<span class=\"code-snippet__number\">1<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528read.table\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\uff0c\u5e76\u4fdd\u5b58\u5230\u53d8\u91cfrt\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">rt=na.omit(rt)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528na.omit\u51fd\u6570\u5220\u9664\u6570\u636e\u4e2d\u7684\u7f3a\u5931\u503c\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">gene=colnames(rt)[<span class=\"code-snippet__number\">1<\/span>]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u83b7\u53d6\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u7684\u5217\u540d\u4fdd\u5b58\u5230\u53d8\u91cfgene\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#FOR CANCER<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">outTab=data.frame()<\/span><\/code><code><span class=\"code-snippet_outer\">tmp<- strsplit(dirname,split=<span class=\"code-snippet__string\">\".\"<\/span>,fixed=<span class=\"code-snippet__literal\">TRUE<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">dirnam<-unlist(lapply(tmp,head,<span class=\"code-snippet__number\">1<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">tissue=<span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"ACC\"<\/span>, <span class=\"code-snippet__string\">\"BLCA\"<\/span>, <span class=\"code-snippet__string\">\"BRCA\"<\/span>, <span class=\"code-snippet__string\">\"CESC\"<\/span>, <span class=\"code-snippet__string\">\"CHOL\"<\/span>, <span class=\"code-snippet__string\">\"COAD\"<\/span>, <span class=\"code-snippet__string\">\"DLBC\"<\/span>, <span class=\"code-snippet__string\">\"ESCA\"<\/span>, <span class=\"code-snippet__string\">\"GBM\"<\/span>, <span class=\"code-snippet__string\">\"HNSC\"<\/span>, <span class=\"code-snippet__string\">\"KICH\"<\/span>, <span class=\"code-snippet__string\">\"KIRC\"<\/span>, <span class=\"code-snippet__string\">\"KIRP\"<\/span>, <span class=\"code-snippet__string\">\"LGG\"<\/span>, <span class=\"code-snippet__string\">\"LIHC\"<\/span>, <span class=\"code-snippet__string\">\"LUAD\"<\/span>, <span class=\"code-snippet__string\">\"LUSC\"<\/span>, <span class=\"code-snippet__string\">\"MESO\"<\/span>, <span class=\"code-snippet__string\">\"OV\"<\/span>, <span class=\"code-snippet__string\">\"PAAD\"<\/span>, <span class=\"code-snippet__string\">\"PCPG\"<\/span>, <span class=\"code-snippet__string\">\"PRAD\"<\/span>, <span class=\"code-snippet__string\">\"READ\"<\/span>, <span class=\"code-snippet__string\">\"SARC\"<\/span>, <span class=\"code-snippet__string\">\"SKCM\"<\/span>, <span class=\"code-snippet__string\">\"STAD\"<\/span>, <span class=\"code-snippet__string\">\"TGCT\"<\/span>, <span class=\"code-snippet__string\">\"THCA\"<\/span>, <span class=\"code-snippet__string\">\"THYM\"<\/span>, <span class=\"code-snippet__string\">\"UCEC\"<\/span>, <span class=\"code-snippet__string\">\"UCS\"<\/span>, <span class=\"code-snippet__string\">\"UVM\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6839\u636e\u764c\u75c7\u7c7b\u578b\u8fdb\u884c\u5faa\u73af\u5206\u6790\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">for<\/span> ( j <span class=\"code-snippet__keyword\">in<\/span> <span class=\"code-snippet__number\">1<\/span>:<span class=\"code-snippet__built_in\">length<\/span>(tissue) ){<\/span><\/code><code><span class=\"code-snippet_outer\">cancer=tissue[j]<\/span><\/code><code><span class=\"code-snippet_outer\">rt1=rt[(rt$tissue %in% cancer),]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6839\u636e\u764c\u75c7\u7c7b\u578b\u9009\u62e9\u5bf9\u5e94\u7684\u6570\u636e\uff0c\u4fdd\u5b58\u5230\u53d8\u91cfrt1\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#INSERCT<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5c06\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u4e0e\u4e34\u5e8a\u4fe1\u606f\u6570\u636e\u8fdb\u884c\u4ea4\u96c6\u64cd\u4f5c\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">data=cbind(rt1,gene=rt1[,<span class=\"code-snippet__string\">\"tpm\"<\/span>])<\/span><\/code><code><span class=\"code-snippet_outer\">data=as.matrix(data[,<span class=\"code-snippet__built_in\">c<\/span>(gene,<span class=\"code-snippet__string\">\"tpm\"<\/span>)])<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">if<\/span>(nchar(row.names(data)[<span class=\"code-snippet__number\">1<\/span>])!=nchar(row.names(cli)[<span class=\"code-snippet__number\">1<\/span>])){<\/span><\/code><code><span class=\"code-snippet_outer\">row.names(data)=gsub(<span class=\"code-snippet__string\">\".$\"<\/span>,<span class=\"code-snippet__string\">\"\"<\/span>,row.names(data))}<\/span><\/code><code><span class=\"code-snippet_outer\">data=avereps(data)<\/span><\/code><code><span class=\"code-snippet_outer\">sameSample=intersect(row.names(data),row.names(cli))<\/span><\/code><code><span class=\"code-snippet_outer\">sameData=data[sameSample,]<\/span><\/code><code><span class=\"code-snippet_outer\">sameClinical=cli[sameSample,]<\/span><\/code><code><span class=\"code-snippet_outer\">cliExpData=cbind(as.data.frame(sameClinical),sameData)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5c06\u4ea4\u96c6\u540e\u7684\u6570\u636e\u4fdd\u5b58\u5230\u53d8\u91cfcliExpData\u4e2d<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">if<\/span>(nrow(cliExpData)==<span class=\"code-snippet__number\">0<\/span>){<span class=\"code-snippet__keyword\">next<\/span>}<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5982\u679ccliExpData\u4e3a\u7a7a\uff0c\u5219\u8df3\u8fc7\u5f53\u524d\u5faa\u73af\uff0c\u7ee7\u7eed\u4e0b\u4e00\u4e2a\u764c\u75c7\u7c7b\u578b\u7684\u5206\u6790\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#COMP<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">group=levels(factor(cliExpData$sameClinical))<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u521b\u5efa\u5206\u7ec4\u4fe1\u606f\uff0c\u4fdd\u5b58\u5230\u53d8\u91cfgroup\u4e2d<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">comp=combn(group,<span class=\"code-snippet__number\">2<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fdb\u884c\u7ec4\u95f4\u5dee\u5f02\u6bd4\u8f83\u7684\u591a\u91cd\u6bd4\u8f83\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">my_comparisons=<span class=\"code-snippet__built_in\">list<\/span>()<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">for<\/span>(j <span class=\"code-snippet__keyword\">in<\/span> <span class=\"code-snippet__number\">1<\/span>:ncol(comp)){my_comparisons[[j]]<-comp[,j]}<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#boxplot<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528ggboxplot\u51fd\u6570\u7ed8\u5236\u76d2\u987b\u56fe\uff0cx\u8f74\u4e3a\u4e34\u5e8a\u9636\u6bb5\u4fe1\u606f\uff0cy\u8f74\u4e3a\u57fa\u56e0\u8868\u8fbe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6570\u636e\uff0c\u989c\u8272\u533a\u5206\u4e0d\u540c\u4e34\u5e8a\u9636\u6bb5\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">boxplot=ggboxplot(cliExpData, x=<span class=\"code-snippet__string\">\"sameClinical\"<\/span>, y=<span class=\"code-snippet__string\">\"tpm\"<\/span>, color=<span class=\"code-snippet__string\">\"sameClinical\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">xlab=clinical,<\/span><\/code><code><span class=\"code-snippet_outer\">ylab=paste(dirnam),<\/span><\/code><code><span class=\"code-snippet_outer\">legend.title=clinical,<\/span><\/code><code><span class=\"code-snippet_outer\">title=paste0(<span class=\"code-snippet__string\">\"Cancer: \"<\/span>,cancer),<\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"jitter\"<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">stat_compare_means(comparisons = my_comparisons)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528stat_compare_means\u51fd\u6570\u8fdb\u884c\u7ec4\u95f4\u5dee\u5f02\u6bd4\u8f83\uff0c\u5e76\u5c06\u6bd4\u8f83\u7ed3\u679c\u6dfb\u52a0\u5230\u76d2#\u987b\u56fe\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">pdf(file=paste0(<span class=\"code-snippet__string\">\".\/stage\/\"<\/span>,clinical,<span class=\"code-snippet__string\">\"_\"<\/span>,cancer,<span class=\"code-snippet__string\">\"_\"<\/span>,dirnam,<span class=\"code-snippet__string\">\".pdf\"<\/span>),width=<span class=\"code-snippet__number\">5.5<\/span>,height=<span class=\"code-snippet__number\">5<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528pdf\u51fd\u6570\u5c06\u76d2\u987b\u56fe\u4fdd\u5b58\u4e3aPDF\u6587\u4ef6\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">print(boxplot)<\/span><\/code><code><span class=\"code-snippet_outer\">dev.off()<\/span><\/code><code><span class=\"code-snippet_outer\">}<\/span><\/code><code><span class=\"code-snippet_outer\">}<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801\uff0c\u53ef\u4ee5\u5bf9\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u8fdb\u884c\u76d2\u987b\u56fe\u7ed8\u5236\uff0c\u5e76\u8fdb\u884c\u4e0d\u540c\u4e34\u5e8a\u9636\u6bb5\u4e4b\u95f4\u7684\u7ec4\u95f4\u5dee\u5f02\u6bd4\u8f83\u5206\u6790\uff0c\u7ed3\u679c\u4ee5PDF\u6587\u4ef6\u7684\u5f62\u5f0f\u4fdd\u5b58\u3002\u6709\u95ee\u9898\u53ef\u4ee5\u8054\u7cfb\u5c0f\u5e08\u59b9\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2878411910669975\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_iaEfOIpu2ib8CKHO1fDZaGQ7yXkVAw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRXq22nAx3k2ype4cmXFneNBCRQPiaEfOIpu2ib8CKHO1fDZaGQ7yXkVAw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"806\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u6765\u7ed9\u5927\u5bb6\u5c55\u793a\u5c55\u793a\u7ed3\u679c\u56fe\u5427\uff0c\u4f7f\u7528firefox\u547d\u4ee4\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8787185354691075\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_JEzk4jpeSQZfibjhia1NfL4W7KsHyg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVR3LicaX0Gd8Lpl4xRR8KT50z21NLJEzk4jpeSQZfibjhia1NfL4W7KsHyg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"874\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.87890625\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_zj6yI7uDDLSibaxibqqFBccJEE6jGA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRRMLDiaSBAjhLSF6ZHR5Lzn5NSDhzj6yI7uDDLSibaxibqqFBccJEE6jGA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"768\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">\u4e0b\u671f\u5c06\u4e3a\u4f60\u5e26\u6765\u66f4\u591aR\u8bed\u8a00\u7684\u9a9a\u64cd\u4f5c\u6280\u5de7\uff0c\u4ee5\u4e0b\u63a8\u8350\u7684\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u751f\u4fe1\u5e73\u53f0\u3002<br \/><\/p>\n<p style=\"white-space: normal;\">\u4e91\u751f\u4fe1\u5e73\u53f0\u94fe\u63a5\uff1a<\/p>\n<p style=\"white-space: normal;\">http:\/\/www.biocloudservice.com\/home.html\u3002<\/p>\n<p style=\"white-space: normal;\">\u4e91\u751f\u4fe1\u5e73\u53f0\u94fe\u63a5\uff1a<\/p>\n<p style=\"white-space: normal;\">http:\/\/www.biocloudservice.com\/home.html\u3002<\/p>\n<\/section>\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row nowrap;margin-top: 10px;margin-bottom: 5px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section style=\"margin-top: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 19px;height: auto;\"><img decoding=\"async\" data-ratio=\"0.8379629629629629\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_pBMagtCPZanysTXtJ4aS2jx1wcqurg.png?w=640\" onerror=\"this.src='\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-24_\u300c\u8f6c\u300d\u5e72\u8d27\u6279\u91cf\u5904\u7406\u6cdb\u764c\u76f8\u5173\u4e34\u5e8a\u76f8\u5173\u5206\u6790\/7_pBMagtCPZanysTXtJ4aS2jx1wcqurg.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRQFAN5c1mTdibwNNXYPl50ibbydpBMagtCPZanysTXtJ4aS2jx1wcqurg\/640?wx_fmt=png''\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<\/section>\n<section style=\"display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 5%;height: auto;\">\n<section style=\"margin-top: -9px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;width: 11.4844px;height: auto;\"><img decoding=\"async\" data-ratio=\"0.8379629629629629\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/6_pBMagtCPZanysTXtJ4aS2jx1wcqurg.png?w=640\" onerror=\"this.src='\u56fe\u7247\/\u751f\u4fe1\u679c_2023-08-24_\u300c\u8f6c\u300d\u5e72\u8d27\u6279\u91cf\u5904\u7406\u6cdb\u764c\u76f8\u5173\u4e34\u5e8a\u76f8\u5173\u5206\u6790\/7_pBMagtCPZanysTXtJ4aS2jx1wcqurg.png\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRQFAN5c1mTdibwNNXYPl50ibbydpBMagtCPZanysTXtJ4aS2jx1wcqurg\/640?wx_fmt=png''\" data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"text-align: center;margin-bottom: 10px;\" powered-by=\"xiumi.us\">\n<section style=\"font-size: 24px;color: rgb(249, 172, 172);\">\n<p><strong>END<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-bottom: 24px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.3488888888888889\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/8_BoDuficWb7YjnP0CXo0mIcibhsXn8w-2.jpg?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_jpg\/oCSOtP61aEUlxqHhbZryhECGXicgBrLn1ZkgkpYia2qsgSgNWPQMp0RiaIAmlBoDuficWb7YjnP0CXo0mIcibhsXn8w\/640?wx_fmt=jpeg'\" data-type=\"jpeg\" data-w=\"900\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"margin-bottom: 24px;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.5555555555555556\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/9_akXKU5NcO1KwuWc1Rk7ZJ56LC2pYrQ-5.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXjjmsEC5aXz0RE4be2ib1fJPnBD8yX0Z6OF2zocd2ngHpLOakXKU5NcO1KwuWc1Rk7ZJ56LC2pYrQ\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"900\" style=\"\" data-recalc-dims=\"1\" \/><\/p>\n<p style=\"display: none;margin-bottom: 24px;\"><mp-style-type data-value=\"3\"><\/mp-style-type><\/p>\n<div class=\"msg_source_url\"><a href=\"http:\/\/www.biocloudservice.com\/home.html\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/div>\n<p><\/content><\/p>\n<div class=\"msg_source_url\"><a href=\"http:\/\/www.biocloudservice.com\/home.html\" target=\"_blank\" rel=\"noopener\">\u9605\u8bfb\u539f\u6587<\/a><\/div>\n<\/div>\n<p><\/body><br 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[…]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":""},"categories":[1],"tags":[],"jetpack_featured_media_url":"","_links":{"self":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/58594"}],"collection":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=58594"}],"version-history":[{"count":1,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/58594\/revisions"}],"predecessor-version":[{"id":58603,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/58594\/revisions\/58603"}],"wp:attachment":[{"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=58594"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=58594"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.biocloudservice.com\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=58594"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}

{"id":58594,"date":"2024-06-16T23:16:08","date_gmt":"2024-06-16T15:16:08","guid":{"rendered":"http:\/\/www.biocloudservice.com\/wordpress\/?p=58594"},"modified":"2024-06-16T23:16:08","modified_gmt":"2024-06-16T15:16:08","slug":"%e5%b9%b2%e8%b4%a7%e6%89%b9%e9%87%8f%e5%a4%84%e7%90%86%e6%b3%9b%e7%99%8c%e7%9b%b8%e5%85%b3%e4%b8%b4%e5%ba%8a%e7%9b%b8%e5%85%b3%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"http:\/\/www.biocloudservice.com\/wordpress\/?p=58594","title":{"rendered":"\u5e72\u8d27\u6279\u91cf\u5904\u7406\u6cdb\u764c\u76f8\u5173\u4e34\u5e8a\u76f8\u5173\u5206\u6790"},"content":{"rendered":"

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2em;\">\u4e34\u5e8a\u76f8\u5173\u5206\u671f\u662f\u6307\u5c06\u60a3\u8005\u7684\u75be\u75c5\u5206\u4e3a\u4e0d\u540c\u7684\u9636\u6bb5\u6216\u5206\u671f\uff0c\u4ee5\u4fbf\u8bc4\u4f30\u75be\u75c5\u7684\u4e25\u91cd\u7a0b\u5ea6\u3001\u9884\u540e\u4ee5\u53ca\u6307\u5bfc\u6cbb\u7597\u51b3\u7b56\u3002\u4e34\u5e8a\u76f8\u5173\u5206\u671f\u5728\u533b\u5b66\u9886\u57df\u4e2d\u5177\u6709\u91cd\u8981\u610f\u4e49\uff0c<strong>\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/strong><\/span><br \/><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"text-indent: 2em;\"><br \/><\/span><\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u9884\u540e\u8bc4\u4f30<\/strong><\/span>\uff1a\u4e34\u5e8a\u76f8\u5173\u5206\u671f\u53ef\u4ee5\u5e2e\u52a9\u533b\u751f\u8bc4\u4f30\u60a3\u8005\u75be\u75c5\u7684\u9884\u540e\uff0c\u5373\u75be\u75c5\u7684\u53d1\u5c55\u548c\u6cbb\u7597\u540e\u7684\u9884\u671f\u7ed3\u679c\u3002\u901a\u8fc7\u5c06\u60a3\u8005\u5206\u4e3a\u4e0d\u540c\u7684\u9636\u6bb5\uff0c\u533b\u751f\u53ef\u4ee5\u66f4\u597d\u5730\u4e86\u89e3\u75be\u75c5\u7684\u8fdb\u5c55\u901f\u5ea6\u3001\u8f6c\u79fb\u503e\u5411\u4ee5\u53ca\u53ef\u80fd\u7684\u751f\u5b58\u671f\u3002\u6cbb\u7597\u6307\u5bfc\uff1a\u4e34\u5e8a\u76f8\u5173\u5206\u671f\u53ef\u4ee5\u4e3a\u533b\u751f\u63d0\u4f9b\u6307\u5bfc\uff0c\u5e2e\u52a9\u786e\u5b9a\u6700\u5408\u9002\u7684\u6cbb\u7597\u65b9\u6848\u3002\u4e0d\u540c\u5206\u671f\u7684\u60a3\u8005\u53ef\u80fd\u9700\u8981\u4e0d\u540c\u7684\u6cbb\u7597\u7b56\u7565\uff0c\u5305\u62ec\u624b\u672f\u3001\u653e\u7597\u3001\u5316\u7597\u6216\u9776\u5411\u6cbb\u7597\u7b49\u3002\u7814\u7a76\u548c\u4e34\u5e8a\u8bd5\u9a8c\uff1a\u901a\u8fc7\u5bf9\u60a3\u8005\u8fdb\u884c\u5206\u671f\uff0c\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u66f4\u597d\u5730\u6bd4\u8f83\u4e0d\u540c\u5206\u671f\u60a3\u8005\u7684\u7597\u6548\u548c\u751f\u5b58\u7ed3\u679c\u3002\u8fd9\u6709\u52a9\u4e8e\u8bc4\u4f30\u65b0\u7684\u6cbb\u7597\u65b9\u6cd5\u3001\u836f\u7269\u6216\u6cbb\u7597\u7b56\u7565\u7684\u6709\u6548\u6027\uff0c\u5e76\u4e3a\u8fdb\u4e00\u6b65\u7684\u7814\u7a76\u63d0\u4f9b\u57fa\u7840\u3002<\/p>\n<p style=\"text-indent: 0em;white-space: normal;\"><br \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">\u80bf\u7624\u4e34\u5e8a\u9636\u6bb5\u5206\u6790\u662f\u5bf9\u60a3\u8005\u80bf\u7624\u53d1\u5c55\u9636\u6bb5\u4e0e\u5176\u751f\u5b58\u60c5\u51b5\u4e4b\u95f4\u5173\u7cfb\u7684\u7814\u7a76\u3002\u4e34\u5e8a\u5206\u671f\u662f\u5c06\u80bf\u7624\u5206\u4e3a\u4e0d\u540c\u9636\u6bb5\uff0c\u4ee5\u4fbf\u8bc4\u4f30\u60a3\u8005\u7684\u75be\u75c5\u8fdb\u5c55\u548c\u9884\u6d4b\u751f\u5b58\u7387\u3002<strong>\u4ee5\u4e0b\u662f\u8fdb\u884c\u80bf\u7624\u4e34\u5e8a\u9636\u6bb5\u5206\u6790\u7684\u4e00\u822c\u6b65\u9aa4\uff1a<\/strong><\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u6570\u636e\u51c6\u5907<\/strong><\/span>\uff1a\u6536\u96c6\u5305\u542b\u60a3\u8005\u4e34\u5e8a\u4fe1\u606f\u548c\u751f\u5b58\u6570\u636e\u7684\u6570\u636e\u96c6\u3002\u4e34\u5e8a\u4fe1\u606f\u53ef\u80fd\u5305\u62ec\u60a3\u8005\u7684\u6027\u522b\u3001\u5e74\u9f84\u3001\u80bf\u7624\u7c7b\u578b\u3001\u80bf\u7624\u5927\u5c0f\u3001\u6dcb\u5df4\u7ed3\u8f6c\u79fb\u60c5\u51b5\u7b49\u3002<\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u6570\u636e\u6e05\u6d17<\/strong><\/span>\uff1a\u5bf9\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u548c\u9884\u5904\u7406\uff0c\u5305\u62ec\u5904\u7406\u7f3a\u5931\u503c\u3001\u5f02\u5e38\u503c\u548c\u91cd\u590d\u6570\u636e\u7b49\u3002<\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u4e34\u5e8a\u5206\u671f<\/strong><\/span>\uff1a\u6839\u636e\u80bf\u7624\u7c7b\u578b\u548c\u76f8\u5173\u6307\u5357\uff0c\u5c06\u60a3\u8005\u6309\u7167\u4e34\u5e8a\u5206\u671f\u7cfb\u7edf\u8fdb\u884c\u5206\u7ec4\u3002\u5e38\u7528\u7684\u4e34\u5e8a\u5206\u671f\u7cfb\u7edf\u5305\u62ecTNM\u5206\u671f\u3001AJCC\u5206\u671f\u7b49\u3002<\/p>\n<p style=\"white-space: normal;\"><span style=\"color: rgb(239, 135, 135);\"><strong>\u7ed3\u679c\u89e3\u91ca<\/strong><\/span>\uff1a\u6839\u636e\u5206\u6790\u7ed3\u679c\uff0c\u89e3\u91ca\u4e0d\u540c\u4e34\u5e8a\u5206\u671f\u7ec4\u522b\u4e4b\u95f4\u7684\u751f\u5b58\u5dee\u5f02\uff0c\u8bc4\u4f30\u4e34\u5e8a\u5206\u671f\u5728\u9884\u6d4b\u60a3\u8005\u751f\u5b58\u7387\u548c\u6cbb\u7597\u7b56\u7565\u5236\u5b9a\u4e2d\u7684\u610f\u4e49\u3002<\/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<\/ul>\n<pre class=\"code-snippet__js\" data-lang=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#if (!requireNamespace(\"BiocManager\", quietly = TRUE)<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\"># install.packages(\"BiocManager\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#BiocManager::install(\"limma\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#install.packages(\"ggpubr\")<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">library(limma)<\/span><\/code><code><span class=\"code-snippet_outer\">library(ggpubr)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u9996\u5148\uff0c\u52a0\u8f7d\u4e86\u4e00\u7cfb\u5217\u6240\u9700\u7684R\u5305<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">files=dir(<span class=\"code-snippet__string\">\".\/TG_Exp\/\"<\/span>)<\/span><\/code><\/pre>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2573099415204678\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/1_7yJvOFoH7w8WgIVlQzSQPtWJtVNSZA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRdLQSWU35juF7icZrVCHQPNhsf7yJvOFoH7w8WgIVlQzSQPtWJtVNSZA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"855\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.3425324675324675\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/2_N5dJq7saD0zA8kos6PibJH8QSPNV6g.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRC1LGG08c7uvBNtJnwJpA15QcxN5dJq7saD0zA8kos6PibJH8QSPNV6g\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"616\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\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<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<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=\"r\"><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528dir(\".\/TG_Exp\/\")\u83b7\u53d6.\/TG_Exp\/\u76ee\u5f55\u4e0b\u7684\u6587\u4ef6\u5217\u8868\uff0c\u8fd9\u4e9b\u6587\u4ef6\u5305\u542b\u4e86\u6bcf\u79cd\u764c\u75c7\u7c7b\u578b\u7684\u6570\u636e\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">cli=read.table(<span class=\"code-snippet__string\">\".\/clinical_stage.txt\"<\/span>,sep=<span class=\"code-snippet__string\">\"t\"<\/span>,header=<span class=\"code-snippet__built_in\">T<\/span>,check.names=<span class=\"code-snippet__built_in\">F<\/span>,row.names=<span class=\"code-snippet__number\">1<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528read.table\u8bfb\u53d6\u540d\u4e3aclinical_stage.txt\u7684\u6587\u4ef6\uff0c\u8be5\u6587\u4ef6\u5305\u542b\u4e86\u4e34\u5e8a\u9636\u6bb5\u7684\u4fe1\u606f\uff0c\u5e76\u5c06\u7b2c\u4e00\u5217\u7684\u5217\u540d\u4fdd\u5b58\u5230\u53d8\u91cfclinical\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">clinical=colnames(cli)[<span class=\"code-snippet__number\">1<\/span>]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">for<\/span> ( i <span class=\"code-snippet__keyword\">in<\/span> <span class=\"code-snippet__number\">1<\/span>:<span class=\"code-snippet__built_in\">length<\/span>(files) ){<\/span><\/code><code><span class=\"code-snippet_outer\">dirname=files[i]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u83b7\u53d6\u6587\u4ef6\u540d\u4fdd\u5b58\u5230\u53d8\u91cfdirname\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">rt=read.table(paste0(<span class=\"code-snippet__string\">\".\/TG_Exp\/\"<\/span>,dirname),header=<span class=\"code-snippet__built_in\">T<\/span>,sep=<span class=\"code-snippet__string\">'t'<\/span>,check.names=<span class=\"code-snippet__built_in\">F<\/span>,row.names=<span class=\"code-snippet__number\">1<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528read.table\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\uff0c\u5e76\u4fdd\u5b58\u5230\u53d8\u91cfrt\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">rt=na.omit(rt)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528na.omit\u51fd\u6570\u5220\u9664\u6570\u636e\u4e2d\u7684\u7f3a\u5931\u503c\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">gene=colnames(rt)[<span class=\"code-snippet__number\">1<\/span>]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u83b7\u53d6\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u7684\u5217\u540d\u4fdd\u5b58\u5230\u53d8\u91cfgene\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#FOR CANCER<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">outTab=data.frame()<\/span><\/code><code><span class=\"code-snippet_outer\">tmp<- strsplit(dirname,split=<span class=\"code-snippet__string\">\".\"<\/span>,fixed=<span class=\"code-snippet__literal\">TRUE<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\">dirnam<-unlist(lapply(tmp,head,<span class=\"code-snippet__number\">1<\/span>))<\/span><\/code><code><span class=\"code-snippet_outer\">tissue=<span class=\"code-snippet__built_in\">c<\/span>(<span class=\"code-snippet__string\">\"ACC\"<\/span>, <span class=\"code-snippet__string\">\"BLCA\"<\/span>, <span class=\"code-snippet__string\">\"BRCA\"<\/span>, <span class=\"code-snippet__string\">\"CESC\"<\/span>, <span class=\"code-snippet__string\">\"CHOL\"<\/span>, <span class=\"code-snippet__string\">\"COAD\"<\/span>, <span class=\"code-snippet__string\">\"DLBC\"<\/span>, <span class=\"code-snippet__string\">\"ESCA\"<\/span>, <span class=\"code-snippet__string\">\"GBM\"<\/span>, <span class=\"code-snippet__string\">\"HNSC\"<\/span>, <span class=\"code-snippet__string\">\"KICH\"<\/span>, <span class=\"code-snippet__string\">\"KIRC\"<\/span>, <span class=\"code-snippet__string\">\"KIRP\"<\/span>, <span class=\"code-snippet__string\">\"LGG\"<\/span>, <span class=\"code-snippet__string\">\"LIHC\"<\/span>, <span class=\"code-snippet__string\">\"LUAD\"<\/span>, <span class=\"code-snippet__string\">\"LUSC\"<\/span>, <span class=\"code-snippet__string\">\"MESO\"<\/span>, <span class=\"code-snippet__string\">\"OV\"<\/span>, <span class=\"code-snippet__string\">\"PAAD\"<\/span>, <span class=\"code-snippet__string\">\"PCPG\"<\/span>, <span class=\"code-snippet__string\">\"PRAD\"<\/span>, <span class=\"code-snippet__string\">\"READ\"<\/span>, <span class=\"code-snippet__string\">\"SARC\"<\/span>, <span class=\"code-snippet__string\">\"SKCM\"<\/span>, <span class=\"code-snippet__string\">\"STAD\"<\/span>, <span class=\"code-snippet__string\">\"TGCT\"<\/span>, <span class=\"code-snippet__string\">\"THCA\"<\/span>, <span class=\"code-snippet__string\">\"THYM\"<\/span>, <span class=\"code-snippet__string\">\"UCEC\"<\/span>, <span class=\"code-snippet__string\">\"UCS\"<\/span>, <span class=\"code-snippet__string\">\"UVM\"<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6839\u636e\u764c\u75c7\u7c7b\u578b\u8fdb\u884c\u5faa\u73af\u5206\u6790\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">for<\/span> ( j <span class=\"code-snippet__keyword\">in<\/span> <span class=\"code-snippet__number\">1<\/span>:<span class=\"code-snippet__built_in\">length<\/span>(tissue) ){<\/span><\/code><code><span class=\"code-snippet_outer\">cancer=tissue[j]<\/span><\/code><code><span class=\"code-snippet_outer\">rt1=rt[(rt$tissue %in% cancer),]<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6839\u636e\u764c\u75c7\u7c7b\u578b\u9009\u62e9\u5bf9\u5e94\u7684\u6570\u636e\uff0c\u4fdd\u5b58\u5230\u53d8\u91cfrt1\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#INSERCT<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5c06\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u4e0e\u4e34\u5e8a\u4fe1\u606f\u6570\u636e\u8fdb\u884c\u4ea4\u96c6\u64cd\u4f5c\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">data=cbind(rt1,gene=rt1[,<span class=\"code-snippet__string\">\"tpm\"<\/span>])<\/span><\/code><code><span class=\"code-snippet_outer\">data=as.matrix(data[,<span class=\"code-snippet__built_in\">c<\/span>(gene,<span class=\"code-snippet__string\">\"tpm\"<\/span>)])<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">if<\/span>(nchar(row.names(data)[<span class=\"code-snippet__number\">1<\/span>])!=nchar(row.names(cli)[<span class=\"code-snippet__number\">1<\/span>])){<\/span><\/code><code><span class=\"code-snippet_outer\">row.names(data)=gsub(<span class=\"code-snippet__string\">\".$\"<\/span>,<span class=\"code-snippet__string\">\"\"<\/span>,row.names(data))}<\/span><\/code><code><span class=\"code-snippet_outer\">data=avereps(data)<\/span><\/code><code><span class=\"code-snippet_outer\">sameSample=intersect(row.names(data),row.names(cli))<\/span><\/code><code><span class=\"code-snippet_outer\">sameData=data[sameSample,]<\/span><\/code><code><span class=\"code-snippet_outer\">sameClinical=cli[sameSample,]<\/span><\/code><code><span class=\"code-snippet_outer\">cliExpData=cbind(as.data.frame(sameClinical),sameData)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5c06\u4ea4\u96c6\u540e\u7684\u6570\u636e\u4fdd\u5b58\u5230\u53d8\u91cfcliExpData\u4e2d<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">if<\/span>(nrow(cliExpData)==<span class=\"code-snippet__number\">0<\/span>){<span class=\"code-snippet__keyword\">next<\/span>}<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u5982\u679ccliExpData\u4e3a\u7a7a\uff0c\u5219\u8df3\u8fc7\u5f53\u524d\u5faa\u73af\uff0c\u7ee7\u7eed\u4e0b\u4e00\u4e2a\u764c\u75c7\u7c7b\u578b\u7684\u5206\u6790\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#COMP<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">group=levels(factor(cliExpData$sameClinical))<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u521b\u5efa\u5206\u7ec4\u4fe1\u606f\uff0c\u4fdd\u5b58\u5230\u53d8\u91cfgroup\u4e2d<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">comp=combn(group,<span class=\"code-snippet__number\">2<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u8fdb\u884c\u7ec4\u95f4\u5dee\u5f02\u6bd4\u8f83\u7684\u591a\u91cd\u6bd4\u8f83\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">my_comparisons=<span class=\"code-snippet__built_in\">list<\/span>()<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__keyword\">for<\/span>(j <span class=\"code-snippet__keyword\">in<\/span> <span class=\"code-snippet__number\">1<\/span>:ncol(comp)){my_comparisons[[j]]<-comp[,j]}<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#boxplot<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528ggboxplot\u51fd\u6570\u7ed8\u5236\u76d2\u987b\u56fe\uff0cx\u8f74\u4e3a\u4e34\u5e8a\u9636\u6bb5\u4fe1\u606f\uff0cy\u8f74\u4e3a\u57fa\u56e0\u8868\u8fbe<\/span><\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u6570\u636e\uff0c\u989c\u8272\u533a\u5206\u4e0d\u540c\u4e34\u5e8a\u9636\u6bb5\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">boxplot=ggboxplot(cliExpData, x=<span class=\"code-snippet__string\">\"sameClinical\"<\/span>, y=<span class=\"code-snippet__string\">\"tpm\"<\/span>, color=<span class=\"code-snippet__string\">\"sameClinical\"<\/span>,<\/span><\/code><code><span class=\"code-snippet_outer\">xlab=clinical,<\/span><\/code><code><span class=\"code-snippet_outer\">ylab=paste(dirnam),<\/span><\/code><code><span class=\"code-snippet_outer\">legend.title=clinical,<\/span><\/code><code><span class=\"code-snippet_outer\">title=paste0(<span class=\"code-snippet__string\">\"Cancer: \"<\/span>,cancer),<\/span><\/code><code><span class=\"code-snippet_outer\">add = <span class=\"code-snippet__string\">\"jitter\"<\/span>)+<\/span><\/code><code><span class=\"code-snippet_outer\">stat_compare_means(comparisons = my_comparisons)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528stat_compare_means\u51fd\u6570\u8fdb\u884c\u7ec4\u95f4\u5dee\u5f02\u6bd4\u8f83\uff0c\u5e76\u5c06\u6bd4\u8f83\u7ed3\u679c\u6dfb\u52a0\u5230\u76d2#\u987b\u56fe\u4e2d\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">pdf(file=paste0(<span class=\"code-snippet__string\">\".\/stage\/\"<\/span>,clinical,<span class=\"code-snippet__string\">\"_\"<\/span>,cancer,<span class=\"code-snippet__string\">\"_\"<\/span>,dirnam,<span class=\"code-snippet__string\">\".pdf\"<\/span>),width=<span class=\"code-snippet__number\">5.5<\/span>,height=<span class=\"code-snippet__number\">5<\/span>)<\/span><\/code><code><span class=\"code-snippet_outer\"><span class=\"code-snippet__comment\">#\u4f7f\u7528pdf\u51fd\u6570\u5c06\u76d2\u987b\u56fe\u4fdd\u5b58\u4e3aPDF\u6587\u4ef6\u3002<\/span><\/span><\/code><code><span class=\"code-snippet_outer\">print(boxplot)<\/span><\/code><code><span class=\"code-snippet_outer\">dev.off()<\/span><\/code><code><span class=\"code-snippet_outer\">}<\/span><\/code><code><span class=\"code-snippet_outer\">}<\/span><\/code><\/pre>\n<\/section>\n<p style=\"text-indent: 0em;white-space: normal;\" powered-by=\"xiumi.us\">\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801\uff0c\u53ef\u4ee5\u5bf9\u57fa\u56e0\u8868\u8fbe\u6570\u636e\u8fdb\u884c\u76d2\u987b\u56fe\u7ed8\u5236\uff0c\u5e76\u8fdb\u884c\u4e0d\u540c\u4e34\u5e8a\u9636\u6bb5\u4e4b\u95f4\u7684\u7ec4\u95f4\u5dee\u5f02\u6bd4\u8f83\u5206\u6790\uff0c\u7ed3\u679c\u4ee5PDF\u6587\u4ef6\u7684\u5f62\u5f0f\u4fdd\u5b58\u3002\u6709\u95ee\u9898\u53ef\u4ee5\u8054\u7cfb\u5c0f\u5e08\u59b9\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.2878411910669975\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/3_iaEfOIpu2ib8CKHO1fDZaGQ7yXkVAw.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRXq22nAx3k2ype4cmXFneNBCRQPiaEfOIpu2ib8CKHO1fDZaGQ7yXkVAw\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"806\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<p style=\"white-space: normal;\" powered-by=\"xiumi.us\">\u6765\u7ed9\u5927\u5bb6\u5c55\u793a\u5c55\u793a\u7ed3\u679c\u56fe\u5427\uff0c\u4f7f\u7528firefox\u547d\u4ee4\u3002<\/p>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.8787185354691075\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/4_JEzk4jpeSQZfibjhia1NfL4W7KsHyg.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVR3LicaX0Gd8Lpl4xRR8KT50z21NLJEzk4jpeSQZfibjhia1NfL4W7KsHyg\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"874\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section style=\"text-align: center;margin-top: 10px;margin-bottom: 10px;line-height: 0;\" powered-by=\"xiumi.us\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img decoding=\"async\" class=\"rich_pages wxw-img\" data-ratio=\"0.87890625\" data-s=\"300,640\" src=\"https:\/\/i0.wp.com\/www.biocloudservice.com\/wordpress\/wp-content\/uploads\/2024\/06\/5_zj6yI7uDDLSibaxibqqFBccJEE6jGA.png?w=640\" onerror=\"this.src='https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/oCSOtP61aEXiaGH8whEl2XhibbZSauHrVRRMLDiaSBAjhLSF6ZHR5Lzn5NSDhzj6yI7uDDLSibaxibqqFBccJEE6jGA\/640?wx_fmt=png'\" data-type=\"png\" data-w=\"768\" style=\"vertical-align: middle;width: 100%;\" data-recalc-dims=\"1\" \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"white-space: normal;\">\u4e0b\u671f\u5c06\u4e3a\u4f60\u5e26\u6765\u66f4\u591aR\u8bed\u8a00\u7684\u9a9a\u64cd\u4f5c\u6280\u5de7\uff0c\u4ee5\u4e0b\u63a8\u8350\u7684\u662f\u4e00\u4e2a\u591a\u529f\u80fd\u7684\u751f\u4fe1\u5e73\u53f0\u3002<br \/><\/p>\n<p style=\"white-space: normal;\">\u4e91\u751f\u4fe1\u5e73\u53f0\u94fe\u63a5\uff1a<\/p>\n<p style=\"white-space: normal;\">http:\/\/www.biocloudservice.com\/home.html\u3002<\/p>\n<p style=\"white-space: normal;\">\u4e91\u751f\u4fe1\u5e73\u53f0\u94fe\u63a5\uff1a<\/p>\n<p style=\"white-space: normal;\">http:\/\/www.biocloudservice.com\/home.html\u3002<\/p>\n<\/section>\n<section style=\"text-align: center;justify-content: center;display: flex;flex-flow: row nowrap;margin-top: 10px;margin-bottom: 5px;\" powered-by=\"xiumi.us\">\n<section style=\"display: inline-block;vertical-align: top;width: auto;align-self: flex-start;flex: 0 0 auto;min-width: 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